---
title: Batches
url: https://platform.claude.com/docs/en/api/http/beta/messages/batches
---

# Batches

## Create a Message Batch

**POST** `/v1/messages/batches`

Send a batch of Message creation requests.

The Message Batches API can be used to process multiple Messages API requests at once. Once a Message Batch is created, it begins processing immediately. Batches can take up to 24 hours to complete.

Learn more about the Message Batches API in our [user guide](https://platform.claude.com/docs/en/build-with-claude/batch-processing?sdk_languages=http)

### Headers

- `"anthropic-version": optional string`

  The version of the Claude API you want to use.

  Read more about versioning and our version history [here](https://platform.claude.com/docs/en/api/versioning?sdk_languages=http).

- `"anthropic-beta": optional array of AnthropicBeta`

  Optional header to specify the beta version(s) you want to use.

  - `string`

  - `"message-batches-2024-09-24"`

  - `"prompt-caching-2024-07-31"`

  - `"computer-use-2024-10-22"`

  - `"computer-use-2025-01-24"`

  - `"pdfs-2024-09-25"`

  - `"token-counting-2024-11-01"`

  - `"token-efficient-tools-2025-02-19"`

  - `"output-128k-2025-02-19"`

  - `"files-api-2025-04-14"`

  - `"mcp-client-2025-04-04"`

  - `"mcp-client-2025-11-20"`

  - `"dev-full-thinking-2025-05-14"`

  - `"interleaved-thinking-2025-05-14"`

  - `"code-execution-2025-05-22"`

  - `"extended-cache-ttl-2025-04-11"`

  - `"context-1m-2025-08-07"`

  - `"context-management-2025-06-27"`

  - `"model-context-window-exceeded-2025-08-26"`

  - `"skills-2025-10-02"`

  - `"fast-mode-2026-02-01"`

  - `"output-300k-2026-03-24"`

  - `"user-profiles-2026-03-24"`

  - `"user-profiles-2026-08-18"`

  - `"user-profiles-2026-09-04"`

  - `"advisor-tool-2026-03-01"`

  - `"managed-agents-2026-04-01"`

  - `"cache-diagnosis-2026-04-07"`

  - `"dreaming-2026-04-21"`

  - `"thinking-token-count-2026-05-13"`

  - `"server-side-fallback-2026-06-01"`

  - `"server-side-fallback-2026-07-01"`

  - `"fallback-credit-2026-06-01"`

  - `"fallback-credit-2026-07-01"`

  - `"agent-memory-2026-07-22"`

  - `"mid-conversation-tool-changes-2026-07-01"`

  - `"compact-2026-01-12"`

  - `"computer-use-2025-11-24"`

  - `"mcp-tunnels-2026-06-22"`

  - `"structured-outputs-2025-11-13"`

  - `"task-budgets-2026-03-13"`

  - `"thinking-display-updates-2026-08-18"`

  - `"ce-user-management-2026-07-13"`

  - `"mid-conversation-output-config-2026-07-01"`

  - `"thinking-binding-controls-2026-08-01"`

  - `"mid-conversation-system-clear-at-2026-08-21"`

  - `"compact-2026-09-04"`

  - `"inline-tools-2026-09-15"`

  - `"mcp-client-2026-09-15"`

  - `"ce-plugins-2026-09-01"`

  - `"spend-limit-reads-2026-09-26"`

  - `"telemetry-destinations-2026-08-11"`

- `"anthropic-user-profile-id": optional string`

  The user profile ID to attribute the requests in this batch to. Use when acting on behalf of a party other than your organization. Requires the `user-profiles` beta header. Applies to every request in the batch; an individual request whose `user_profile_id` body field conflicts with this header is errored.

- `"anthropic-workspace-id": optional string`

  Optional header to select the Workspace for this request. The value is a Workspace ID (for example, `wrkspc_011CZkZaBF1tNoB5wlCeusgy`).

  Only needed for credentials that can act on more than one Workspace. A credential that belongs to a specific Workspace may omit it; if sent, it must match that Workspace.

### Body parameters

- `requests: array of object`

  List of requests for prompt completion. Each is an individual request to create a Message.

  minItems: 1, maxItems: 100000

  - `custom_id: string`

    Developer-provided ID created for each request in a Message Batch. Useful for matching results to requests, as results may be given out of request order.

    Must be unique for each request within the Message Batch.

    minLength: 1, maxLength: 64, pattern: ^[a-zA-Z0-9_-]{1,64}$

  - `params: object`

    Messages API creation parameters for the individual request.

    See the [Messages API reference](https://platform.claude.com/docs/en/api/messages?sdk_languages=http) for full documentation on available parameters.

    - `max_tokens: number`

      The maximum number of tokens to generate before stopping.

      Note that our models may stop _before_ reaching this maximum. This parameter only specifies the absolute maximum number of tokens to generate.

      Set to `0` to populate the [prompt cache](https://platform.claude.com/docs/en/build-with-claude/prompt-caching?sdk_languages=http#pre-warming-the-cache) without generating a response.

      Different models have different maximum values for this parameter.  See [models](https://platform.claude.com/docs/en/about-claude/models/overview?sdk_languages=http) for details.

      minimum: 0

    - `messages: array of BetaMessageParam`

      Input messages.

      Our models are trained to operate on alternating `user` and `assistant` conversational turns. When creating a new `Message`, you specify the prior conversational turns with the `messages` parameter, and the model then generates the next `Message` in the conversation. Consecutive `user` or `assistant` turns in your request will be combined into a single turn.

      Each input message must be an object with a `role` and `content`. You can specify a single `user`-role message, or you can include multiple `user` and `assistant` messages.

      If the final message uses the `assistant` role, the response content will continue immediately from the content in that message. This can be used to constrain part of the model's response. This is called prefill. On models that don't support prefill, creating a message that ends with a partial `assistant` response returns a 400 error. See [Prefill not supported](https://platform.claude.com/docs/en/api/errors?sdk_languages=http#prefill-not-supported).

      Example with a single `user` message:

      ```json
      [{"role": "user", "content": "Hello, Claude"}]
      ```

      Example with multiple conversational turns:

      ```json
      [
        {"role": "user", "content": "Hello there."},
        {"role": "assistant", "content": "Hi, I'm Claude. How can I help you?"},
        {"role": "user", "content": "Can you explain LLMs in plain English?"},
      ]
      ```

      Example with a partially-filled response from Claude, for models that support prefill:

      ```json
      [
        {"role": "user", "content": "What's the Greek name for Sun? (A) Sol (B) Helios (C) Sun"},
        {"role": "assistant", "content": "The best answer is ("},
      ]
      ```

      Each input message `content` may be either a single `string` or an array of content blocks, where each block has a specific `type`. Using a `string` for `content` is shorthand for an array of one content block of type `"text"`. The following input messages are equivalent:

      ```json
      {"role": "user", "content": "Hello, Claude"}
      ```

      ```json
      {"role": "user", "content": [{"type": "text", "text": "Hello, Claude"}]}
      ```

      See [input examples](https://platform.claude.com/docs/en/build-with-claude/working-with-messages?sdk_languages=http).

      Note that if you want to include a [system prompt](https://platform.claude.com/docs/en/build-with-claude/prompt-engineering/claude-prompting-best-practices?sdk_languages=http#give-claude-a-role), you can use the top-level `system` parameter — there is no `"system"` role for input messages in the Messages API.

      There is a limit of 100,000 messages in a single request.

      - `content: string or array of BetaContentBlockParam`

        - `string`

        - `array of BetaContentBlockParam`

          - `BetaTextBlockParam object`

            - `type: "text"`

            - `text: string`

              minLength: 1

            - `cache_control: optional BetaCacheControlEphemeral or null`

              Create a cache control breakpoint at this content block.

              - `type: "ephemeral"`

              - `ttl: optional "5m" or "1h"`

                The time-to-live for the cache control breakpoint.

                This may be one the following values:

                - `5m`: 5 minutes
                - `1h`: 1 hour

                Defaults to `5m`. See [prompt caching pricing](https://platform.claude.com/docs/en/build-with-claude/prompt-caching?sdk_languages=http) for details.

                - `"5m"`

                - `"1h"`

            - `citations: optional array of BetaTextCitationParam or null`

              - `BetaCitationCharLocationParam object`

                - `type: "char_location"`

                - `cited_text: string`

                - `document_index: number`

                  minimum: 0

                - `document_title: string or null`

                  minLength: 1, maxLength: 500

                - `end_char_index: number`

                - `start_char_index: number`

                  minimum: 0

              - `BetaCitationPageLocationParam object`

                - `type: "page_location"`

                - `cited_text: string`

                - `document_index: number`

                  minimum: 0

                - `document_title: string or null`

                  minLength: 1, maxLength: 500

                - `end_page_number: number`

                - `start_page_number: number`

                  minimum: 1

              - `BetaCitationContentBlockLocationParam object`

                - `type: "content_block_location"`

                - `cited_text: string`

                  The full text of the cited block range, concatenated.

                  Always equals the contents of `content[start_block_index:end_block_index]` joined together. The text block is the minimal citable unit; this field is never a substring of a single block. Not counted toward output tokens, and not counted toward input tokens when sent back in subsequent turns.

                - `document_index: number`

                  minimum: 0

                - `document_title: string or null`

                  minLength: 1, maxLength: 500

                - `end_block_index: number`

                  Exclusive 0-based end index of the cited block range in the source's `content` array.

                  Always greater than `start_block_index`; a single-block citation has `end_block_index = start_block_index + 1`.

                - `start_block_index: number`

                  0-based index of the first cited block in the source's `content` array.

                  minimum: 0

              - `BetaCitationWebSearchResultLocationParam object`

                - `type: "web_search_result_location"`

                - `cited_text: string`

                - `encrypted_index: string`

                - `title: string or null`

                  minLength: 1, maxLength: 512

                - `url: string`

                  minLength: 1

              - `BetaCitationSearchResultLocationParam object`

                - `type: "search_result_location"`

                - `cited_text: string`

                  The full text of the cited block range, concatenated.

                  Always equals the contents of `content[start_block_index:end_block_index]` joined together. The text block is the minimal citable unit; this field is never a substring of a single block. Not counted toward output tokens, and not counted toward input tokens when sent back in subsequent turns.

                - `end_block_index: number`

                  Exclusive 0-based end index of the cited block range in the source's `content` array.

                  Always greater than `start_block_index`; a single-block citation has `end_block_index = start_block_index + 1`.

                - `search_result_index: number`

                  0-based index of the cited search result among all `search_result` content blocks in the request, in the order they appear across messages and tool results.

                  Counted separately from `document_index`; server-side web search results are not included in this count.

                  minimum: 0

                - `source: string`

                - `start_block_index: number`

                  0-based index of the first cited block in the source's `content` array.

                  minimum: 0

                - `title: string or null`

          - `BetaImageBlockParam object`

            - `type: "image"`

            - `source: BetaBase64ImageSource or BetaURLImageSource or BetaFileImageSource`

              - `BetaBase64ImageSource object`

                - `type: "base64"`

                - `data: string`

                  format: byte

                - `media_type: "image/jpeg" or "image/png" or "image/gif" or "image/webp"`

                  - `"image/jpeg"`

                  - `"image/png"`

                  - `"image/gif"`

                  - `"image/webp"`

              - `BetaURLImageSource object`

                - `type: "url"`

                - `url: string`

              - `BetaFileImageSource object`

                - `type: "file"`

                - `file_id: string`

            - `cache_control: optional BetaCacheControlEphemeral or null`

              Create a cache control breakpoint at this content block.

            - `transformations: optional BetaImageTransformationsParam or null`

              Configures the transformations the server applies to this image before the model observes it. Each key names a condition the server transforms images for; its value selects the transformation applied. Omitted keys keep their default behavior, and an empty object is equivalent to omitting the field.

              - `oversized_image: optional "downsize" or "error"`

                What the server does when this image exceeds the model's maximum image size. `"downsize"` (the default) scales the image down to fit, which changes the dimensions the model observes without telling you. `"error"` instead rejects the request with a 400 error naming the image's dimensions and the largest dimensions that fit, so you can scale the image deliberately — your image is never silently scaled down.

                - `"downsize"`

                - `"error"`

          - `BetaRequestDocumentBlock object`

            - `type: "document"`

            - `source: BetaBase64PDFSource or BetaPlainTextSource or BetaContentBlockSource or 2 more`

              - `BetaBase64PDFSource object`

                - `type: "base64"`

                - `data: string`

                  format: byte

                - `media_type: "application/pdf"`

              - `BetaPlainTextSource object`

                - `type: "text"`

                - `data: string`

                - `media_type: "text/plain"`

              - `BetaContentBlockSource object`

                - `type: "content"`

                - `content: string or array of BetaContentBlockSourceContent`

                  - `string`

                  - `BetaContentBlockSourceContent = array of BetaContentBlockSourceContent`

                    - `BetaTextBlockParam object`

                    - `BetaImageBlockParam object`

              - `BetaURLPDFSource object`

                - `type: "url"`

                - `url: string`

              - `BetaFileDocumentSource object`

                - `type: "file"`

                - `file_id: string`

            - `cache_control: optional BetaCacheControlEphemeral or null`

              Create a cache control breakpoint at this content block.

            - `citations: optional BetaCitationsConfigParam or null`

              - `enabled: optional boolean`

            - `context: optional string or null`

              minLength: 1

            - `title: optional string or null`

              minLength: 1, maxLength: 500

          - `BetaSearchResultBlockParam object`

            - `type: "search_result"`

            - `content: array of BetaTextBlockParam`

              - `type: "text"`

              - `text: string`

                minLength: 1

              - `cache_control: optional BetaCacheControlEphemeral or null`

                Create a cache control breakpoint at this content block.

              - `citations: optional array of BetaTextCitationParam or null`

            - `source: string`

            - `title: string`

            - `cache_control: optional BetaCacheControlEphemeral or null`

              Create a cache control breakpoint at this content block.

            - `citations: optional BetaCitationsConfigParam`

          - `BetaThinkingBlockParam object`

            - `type: "thinking"`

            - `signature: string`

              The `signature` value of this thinking block, exactly as returned by the API in a previous response. Used to verify that the block was generated by Claude.

              Thinking blocks must be passed back unmodified and in their original order; a modified block results in a 400 `invalid_request_error`.

            - `thinking: string`

              The `thinking` text of this block as returned by the API.

          - `BetaRedactedThinkingBlockParam object`

            - `type: "redacted_thinking"`

            - `data: string`

              The `data` value of this redacted thinking block, exactly as returned by the API in a previous response. Opaque and encrypted; pass it back unchanged.

          - `BetaToolUseBlockParam object`

            - `type: "tool_use"`

            - `id: string`

              pattern: ^[a-zA-Z0-9_-]+$

            - `input: map[unknown]`

            - `name: string`

              minLength: 1, maxLength: 200

            - `cache_control: optional BetaCacheControlEphemeral or null`

              Create a cache control breakpoint at this content block.

            - `caller: optional BetaDirectCaller or BetaServerToolCaller or BetaServerToolCaller20260120`

              - `BetaDirectCaller object`

                Tool invocation directly from the model.

                - `type: "direct"`

              - `BetaServerToolCaller object`

                Tool invocation generated by a server-side tool.

                - `type: "code_execution_20250825"`

                - `tool_id: string`

                  pattern: ^srvtoolu_[a-zA-Z0-9_]+$

              - `BetaServerToolCaller20260120 object`

                - `type: "code_execution_20260120"`

                - `tool_id: string`

                  pattern: ^srvtoolu_[a-zA-Z0-9_]+$

            - `toolset_name: optional string or null`

              For a toolset member tool_use, the toolset family this member belongs to.

              minLength: 1, maxLength: 64, pattern: ^[a-zA-Z0-9_-]+$

          - `BetaToolResultBlockParam object`

            - `type: "tool_result"`

            - `tool_use_id: string`

              pattern: ^[a-zA-Z0-9_-]+$

            - `cache_control: optional BetaCacheControlEphemeral or null`

              Create a cache control breakpoint at this content block.

            - `content: optional string or array of BetaTextBlockParam or BetaImageBlockParam or BetaSearchResultBlockParam or 3 more`

              - `string`

              - `array of BetaTextBlockParam or BetaImageBlockParam or BetaSearchResultBlockParam or 3 more`

                - `BetaTextBlockParam object`

                - `BetaImageBlockParam object`

                - `BetaSearchResultBlockParam object`

                - `BetaRequestDocumentBlock object`

                - `BetaToolReferenceBlockParam object`

                  Tool reference block that can be included in tool_result content.

                  - `type: "tool_reference"`

                  - `tool_name: string`

                    minLength: 1, maxLength: 256, pattern: ^[a-zA-Z0-9_-]{1,256}$

                  - `cache_control: optional BetaCacheControlEphemeral or null`

                    Create a cache control breakpoint at this content block.

                - `BetaBrowserStateBlockParam object`

                  The caller's browser state after a browser toolset member call —
                  the full inventory of open tabs, which tab is active, and any side
                  effects (tabs opened, download state changes) the call produced.

                  At most one per `tool_result`, only on a non-error result answering a
                  browser toolset member `tool_use`. The server renders the
                  model-visible text from it; the model never sees the raw fields.

                  - `type: "browser_state"`

                  - `tabs: array of BetaBrowserStateTabEntry`

                    All tabs open in the browser after this call — the full inventory, not a delta. May be empty. Whenever non-empty, exactly one entry carries `active: true`.

                    maxItems: 100

                    - `tab_id: string`

                      The caller-assigned identifier for this tab, unique within the inventory.

                      minLength: 1, maxLength: 4096, pattern: ^[^\x00-\x1f\x7f-\x9f\u2028\u2029]*$

                    - `title: string`

                      The title of the page the tab is showing. May be empty.

                      maxLength: 4096, pattern: ^[^\x00-\x1f\x7f-\x9f\u2028\u2029]*$

                    - `url: string`

                      The URL of the page the tab is showing. May be empty.

                      maxLength: 4096, pattern: ^[^\x00-\x1f\x7f-\x9f\u2028\u2029]*$

                    - `active: optional boolean`

                      Whether this tab is the active tab after this call. Whenever `tabs` is non-empty, exactly one entry is marked `active: true`.

                  - `cache_control: optional BetaCacheControlEphemeral or null`

                    Create a cache control breakpoint at this content block.

                  - `state_changes: optional array of BetaBrowserStateChange or null`

                    Tabs opened and download state changes during this call. "Nothing to report" is expressed by omitting the field, never by an empty list.

                    minItems: 1, maxItems: 200

                    - `BetaBrowserStateChangeTabOpened object`

                      A tab this call's execution opened that remains open at its end —
                      the creation delta of the `tabs` inventory, not an event log.

                      Carries only the `tab_id`; the tab's `title` and `url` live on its
                      `tabs` entry, which must include the same `tab_id`. A tab opened
                      during a failed call gets no deferred `tab_opened`; it simply appears
                      in the next result's `tabs` inventory.

                      - `type: "tab_opened"`

                      - `tab_id: string`

                        The `tab_id` of the opened tab, present in `tabs`.

                        minLength: 1, maxLength: 4096, pattern: ^[^\x00-\x1f\x7f-\x9f\u2028\u2029]*$

                    - `BetaBrowserStateChangeDownloadStarted object`

                      A file download that started during this call.

                      - `type: "download_started"`

                      - `download_id: string`

                        The caller-assigned identifier for this download, stable across the state changes reporting it.

                        minLength: 1, maxLength: 4096, pattern: ^[^\x00-\x1f\x7f-\x9f\u2028\u2029]*$

                      - `url: string`

                        The final post-redirect URL the download was served from.

                        maxLength: 4096, pattern: ^[^\x00-\x1f\x7f-\x9f\u2028\u2029]*$

                    - `BetaBrowserStateChangeDownloadCompleted object`

                      A file download that finished during this call, reported with the
                      same `download_id` as its `download_started` — or without a prior
                      `download_started`, when the download finished during the call that
                      started it (at most one state change per `download_id` per result).

                      - `type: "download_completed"`

                      - `download_id: string`

                        The caller-assigned identifier for this download, stable across the state changes reporting it.

                        minLength: 1, maxLength: 4096, pattern: ^[^\x00-\x1f\x7f-\x9f\u2028\u2029]*$

                      - `url: string`

                        The final post-redirect URL the download was served from.

                        maxLength: 4096, pattern: ^[^\x00-\x1f\x7f-\x9f\u2028\u2029]*$

                      - `path: optional string or null`

                        Where the executor saved the file, on the executor's filesystem. Only included when another tool in the same environment can read the file at that path.

                        maxLength: 4096, pattern: ^[^\x00-\x1f\x7f-\x9f\u2028\u2029]*$

                      - `size_bytes: optional number or null`

                        The completed download's size.

                        minimum: 0

                    - `BetaBrowserStateChangeDownloadFailed object`

                      A file download that failed — or was cancelled — during this call.

                      - `type: "download_failed"`

                      - `download_id: string`

                        The caller-assigned identifier for this download, stable across the state changes reporting it.

                        minLength: 1, maxLength: 4096, pattern: ^[^\x00-\x1f\x7f-\x9f\u2028\u2029]*$

                      - `url: string`

                        The final post-redirect URL the download was served from.

                        maxLength: 4096, pattern: ^[^\x00-\x1f\x7f-\x9f\u2028\u2029]*$

                      - `error: optional string or null`

                        The failure or cancellation detail, when known.

                        maxLength: 4096, pattern: ^[^\x00-\x1f\x7f-\x9f\u2028\u2029]*$

            - `is_error: optional boolean`

            - `toolset_name: optional string or null`

              For a toolset member tool_result, the toolset family of the paired tool_use.

              minLength: 1, maxLength: 64, pattern: ^[a-zA-Z0-9_-]+$

          - `BetaServerToolUseBlockParam object`

            - `type: "server_tool_use"`

            - `id: string`

              pattern: ^srvtoolu_[a-zA-Z0-9_]+$

            - `input: map[unknown]`

            - `name: "advisor" or "web_search" or "web_fetch" or 5 more`

              - `"advisor"`

              - `"web_search"`

              - `"web_fetch"`

              - `"code_execution"`

              - `"bash_code_execution"`

              - `"text_editor_code_execution"`

              - `"tool_search_tool_regex"`

              - `"tool_search_tool_bm25"`

            - `cache_control: optional BetaCacheControlEphemeral or null`

              Create a cache control breakpoint at this content block.

            - `caller: optional BetaDirectCaller or BetaServerToolCaller or BetaServerToolCaller20260120`

              - `BetaDirectCaller object`

                Tool invocation directly from the model.

              - `BetaServerToolCaller object`

                Tool invocation generated by a server-side tool.

              - `BetaServerToolCaller20260120 object`

          - `BetaWebSearchToolResultBlockParam object`

            - `type: "web_search_tool_result"`

            - `content: BetaWebSearchToolResultBlockParamContent`

              - `ResultBlock = array of BetaWebSearchResultBlockParam`

                - `type: "web_search_result"`

                - `encrypted_content: string`

                - `title: string`

                - `url: string`

                - `page_age: optional string or null`

              - `BetaWebSearchToolRequestError object`

                - `type: "web_search_tool_result_error"`

                - `error_code: BetaWebSearchToolResultErrorCode`

                  - `"invalid_tool_input"`

                  - `"unavailable"`

                  - `"max_uses_exceeded"`

                  - `"too_many_requests"`

                  - `"query_too_long"`

                  - `"request_too_large"`

            - `tool_use_id: string`

              pattern: ^srvtoolu_[a-zA-Z0-9_]+$

            - `cache_control: optional BetaCacheControlEphemeral or null`

              Create a cache control breakpoint at this content block.

            - `caller: optional BetaDirectCaller or BetaServerToolCaller or BetaServerToolCaller20260120`

              - `BetaDirectCaller object`

                Tool invocation directly from the model.

              - `BetaServerToolCaller object`

                Tool invocation generated by a server-side tool.

              - `BetaServerToolCaller20260120 object`

          - `BetaWebFetchToolResultBlockParam object`

            - `type: "web_fetch_tool_result"`

            - `content: BetaWebFetchToolResultErrorBlockParam or BetaWebFetchBlockParam`

              - `BetaWebFetchToolResultErrorBlockParam object`

                - `type: "web_fetch_tool_result_error"`

                - `error_code: BetaWebFetchToolResultErrorCode`

                  - `"invalid_tool_input"`

                  - `"url_too_long"`

                  - `"url_not_allowed"`

                  - `"url_not_in_prior_context"`

                  - `"url_not_accessible"`

                  - `"unsupported_content_type"`

                  - `"too_many_requests"`

                  - `"max_uses_exceeded"`

                  - `"unavailable"`

                  - `"content_too_large"`

              - `BetaWebFetchBlockParam object`

                - `type: "web_fetch_result"`

                - `content: BetaRequestDocumentBlock`

                - `url: string`

                  Fetched content URL

                - `retrieved_at: optional string or null`

                  ISO 8601 timestamp when the content was retrieved

            - `tool_use_id: string`

              pattern: ^srvtoolu_[a-zA-Z0-9_]+$

            - `cache_control: optional BetaCacheControlEphemeral or null`

              Create a cache control breakpoint at this content block.

            - `caller: optional BetaDirectCaller or BetaServerToolCaller or BetaServerToolCaller20260120`

              - `BetaDirectCaller object`

                Tool invocation directly from the model.

              - `BetaServerToolCaller object`

                Tool invocation generated by a server-side tool.

              - `BetaServerToolCaller20260120 object`

          - `BetaAdvisorToolResultBlockParam object`

            - `type: "advisor_tool_result"`

            - `content: BetaAdvisorToolResultErrorParam or BetaAdvisorResultBlockParam or BetaAdvisorRedactedResultBlockParam`

              - `BetaAdvisorToolResultErrorParam object`

                - `type: "advisor_tool_result_error"`

                - `error_code: "max_uses_exceeded" or "prompt_too_long" or "too_many_requests" or 4 more`

                  - `"max_uses_exceeded"`

                  - `"prompt_too_long"`

                  - `"too_many_requests"`

                  - `"overloaded"`

                  - `"unavailable"`

                  - `"execution_time_exceeded"`

                  - `"model_not_found"`

              - `BetaAdvisorResultBlockParam object`

                - `type: "advisor_result"`

                - `text: string`

                - `stop_reason: optional string or null`

              - `BetaAdvisorRedactedResultBlockParam object`

                - `type: "advisor_redacted_result"`

                - `encrypted_content: string`

                  Opaque blob produced by a prior response; must be round-tripped verbatim.

                - `stop_reason: optional string or null`

            - `tool_use_id: string`

              pattern: ^srvtoolu_[a-zA-Z0-9_]+$

            - `cache_control: optional BetaCacheControlEphemeral or null`

              Create a cache control breakpoint at this content block.

          - `BetaCodeExecutionToolResultBlockParam object`

            - `type: "code_execution_tool_result"`

            - `content: BetaCodeExecutionToolResultBlockParamContent`

              - `BetaCodeExecutionToolResultErrorParam object`

                - `type: "code_execution_tool_result_error"`

                - `error_code: BetaCodeExecutionToolResultErrorCode`

                  - `"invalid_tool_input"`

                  - `"unavailable"`

                  - `"too_many_requests"`

                  - `"execution_time_exceeded"`

              - `BetaCodeExecutionResultBlockParam object`

                - `type: "code_execution_result"`

                - `content: array of BetaCodeExecutionOutputBlockParam`

                  - `type: "code_execution_output"`

                  - `file_id: string`

                - `return_code: number`

                - `stderr: string`

                - `stdout: string`

              - `BetaEncryptedCodeExecutionResultBlockParam object`

                Code execution result with encrypted stdout for PFC + web_search results.

                - `type: "encrypted_code_execution_result"`

                - `content: array of BetaCodeExecutionOutputBlockParam`

                  - `type: "code_execution_output"`

                  - `file_id: string`

                - `encrypted_stdout: string`

                - `return_code: number`

                - `stderr: string`

            - `tool_use_id: string`

              pattern: ^srvtoolu_[a-zA-Z0-9_]+$

            - `cache_control: optional BetaCacheControlEphemeral or null`

              Create a cache control breakpoint at this content block.

          - `BetaBashCodeExecutionToolResultBlockParam object`

            - `type: "bash_code_execution_tool_result"`

            - `content: BetaBashCodeExecutionToolResultErrorParam or BetaBashCodeExecutionResultBlockParam`

              - `BetaBashCodeExecutionToolResultErrorParam object`

                - `type: "bash_code_execution_tool_result_error"`

                - `error_code: "invalid_tool_input" or "unavailable" or "too_many_requests" or 2 more`

                  - `"invalid_tool_input"`

                  - `"unavailable"`

                  - `"too_many_requests"`

                  - `"execution_time_exceeded"`

                  - `"output_file_too_large"`

              - `BetaBashCodeExecutionResultBlockParam object`

                - `type: "bash_code_execution_result"`

                - `content: array of BetaBashCodeExecutionOutputBlockParam`

                  - `type: "bash_code_execution_output"`

                  - `file_id: string`

                - `return_code: number`

                - `stderr: string`

                - `stdout: string`

            - `tool_use_id: string`

              pattern: ^srvtoolu_[a-zA-Z0-9_]+$

            - `cache_control: optional BetaCacheControlEphemeral or null`

              Create a cache control breakpoint at this content block.

          - `BetaTextEditorCodeExecutionToolResultBlockParam object`

            - `type: "text_editor_code_execution_tool_result"`

            - `content: BetaTextEditorCodeExecutionToolResultErrorParam or BetaTextEditorCodeExecutionViewResultBlockParam or BetaTextEditorCodeExecutionCreateResultBlockParam or BetaTextEditorCodeExecutionStrReplaceResultBlockParam`

              - `BetaTextEditorCodeExecutionToolResultErrorParam object`

                - `type: "text_editor_code_execution_tool_result_error"`

                - `error_code: "invalid_tool_input" or "unavailable" or "too_many_requests" or 2 more`

                  - `"invalid_tool_input"`

                  - `"unavailable"`

                  - `"too_many_requests"`

                  - `"execution_time_exceeded"`

                  - `"file_not_found"`

                - `error_message: optional string or null`

              - `BetaTextEditorCodeExecutionViewResultBlockParam object`

                - `type: "text_editor_code_execution_view_result"`

                - `content: string`

                - `file_type: "text" or "image" or "pdf"`

                  - `"text"`

                  - `"image"`

                  - `"pdf"`

                - `num_lines: optional number or null`

                - `start_line: optional number or null`

                - `total_lines: optional number or null`

              - `BetaTextEditorCodeExecutionCreateResultBlockParam object`

                - `type: "text_editor_code_execution_create_result"`

                - `is_file_update: boolean`

              - `BetaTextEditorCodeExecutionStrReplaceResultBlockParam object`

                - `type: "text_editor_code_execution_str_replace_result"`

                - `lines: optional array of string or null`

                - `new_lines: optional number or null`

                - `new_start: optional number or null`

                - `old_lines: optional number or null`

                - `old_start: optional number or null`

            - `tool_use_id: string`

              pattern: ^srvtoolu_[a-zA-Z0-9_]+$

            - `cache_control: optional BetaCacheControlEphemeral or null`

              Create a cache control breakpoint at this content block.

          - `BetaToolSearchToolResultBlockParam object`

            - `type: "tool_search_tool_result"`

            - `content: BetaToolSearchToolResultErrorParam or BetaToolSearchToolSearchResultBlockParam`

              - `BetaToolSearchToolResultErrorParam object`

                - `type: "tool_search_tool_result_error"`

                - `error_code: "invalid_tool_input" or "unavailable" or "too_many_requests" or "execution_time_exceeded"`

                  - `"invalid_tool_input"`

                  - `"unavailable"`

                  - `"too_many_requests"`

                  - `"execution_time_exceeded"`

                - `error_message: optional string or null`

              - `BetaToolSearchToolSearchResultBlockParam object`

                - `type: "tool_search_tool_search_result"`

                - `tool_references: array of BetaToolReferenceBlockParam`

                  - `type: "tool_reference"`

                  - `tool_name: string`

                    minLength: 1, maxLength: 256, pattern: ^[a-zA-Z0-9_-]{1,256}$

                  - `cache_control: optional BetaCacheControlEphemeral or null`

                    Create a cache control breakpoint at this content block.

            - `tool_use_id: string`

              pattern: ^srvtoolu_[a-zA-Z0-9_]+$

            - `cache_control: optional BetaCacheControlEphemeral or null`

              Create a cache control breakpoint at this content block.

          - `BetaMCPToolUseBlockParam object`

            - `type: "mcp_tool_use"`

            - `id: string`

              pattern: ^[a-zA-Z0-9_-]+$

            - `input: map[unknown]`

            - `name: string`

            - `server_name: string`

              The name of the MCP server

            - `cache_control: optional BetaCacheControlEphemeral or null`

              Create a cache control breakpoint at this content block.

          - `BetaRequestMCPToolResultBlockParam object`

            - `type: "mcp_tool_result"`

            - `tool_use_id: string`

              pattern: ^[a-zA-Z0-9_-]+$

            - `cache_control: optional BetaCacheControlEphemeral or null`

              Create a cache control breakpoint at this content block.

            - `content: optional string or array of BetaTextBlockParam`

              - `string`

              - `BetaMCPToolResultBlockParamContent = array of BetaTextBlockParam`

                - `type: "text"`

                - `text: string`

                  minLength: 1

                - `cache_control: optional BetaCacheControlEphemeral or null`

                  Create a cache control breakpoint at this content block.

                - `citations: optional array of BetaTextCitationParam or null`

            - `is_error: optional boolean`

          - `BetaContainerUploadBlockParam object`

            A content block that represents a file to be uploaded to the container
            Files uploaded via this block will be available in the container's input directory.

            - `type: "container_upload"`

            - `file_id: string`

            - `cache_control: optional BetaCacheControlEphemeral or null`

              Create a cache control breakpoint at this content block.

          - `BetaCompactionBlockParam object`

            A compaction block containing summary of previous context.

            Users should round-trip these blocks from responses to subsequent requests
            to maintain context across compaction boundaries.

            When content is None, the block represents a failed compaction. The server
            treats these as no-ops. Empty string content is not allowed.

            - `type: "compaction"`

            - `cache_control: optional BetaCacheControlEphemeral or null`

              Create a cache control breakpoint at this content block.

            - `content: optional string or null`

              Summary of previously compacted content, or null if compaction failed

            - `encrypted_content: optional string or null`

              Opaque metadata from prior compaction, to be round-tripped verbatim

            - `signature: optional string or null`

              The block's signature as returned, to be sent back verbatim

            - `tool_changes: optional array of BetaRequestToolAdditionBlock or BetaRequestToolRemovalBlock or null`

              The tool changes of the compacted range, as the server returned them on this block: the `tool_addition` and `tool_removal` entries that take the request's `tools` to the tool set in effect at the end of the range. Send them back unchanged with the block.

              - `BetaRequestToolAdditionBlock object`

                Mid-conversation directive to make a tool available.

                `tool` is a reference to a tool (or MCP toolset) declared in the
                request's `tools`. Under the `inline-tools-2026-09-15` beta it may
                instead be a reference to a tool defined earlier in `messages`, or a
                `tool_definition` object that carries an inline tool definition in
                `definition` (the same object a `tools` entry holds). An `mcp_toolset`
                definition also requires the `mcp-client-2026-09-15` beta. The tool is
                offered to the model from this point in the conversation onward.

                - `type: "tool_addition"`

                - `tool: BetaToolChangeToolReference or BetaToolChangeMCPToolReference or BetaToolChangeMCPToolsetReference or BetaToolChangeToolDefinitionParam`

                  - `BetaToolChangeToolReference object`

                    Reference to a single tool, by the name the model uses to call it: a
                    tool declared in `tools` or defined by an earlier `tool_addition`
                    block. Does not accept the composed `{server}_{name}` form the server
                    assigns to MCP-resolved tools; use `mcp_tool_reference` or
                    `mcp_toolset_reference` for those.

                    - `type: "tool_reference"`

                    - `name: string`

                      pattern: ^[a-zA-Z0-9_-]{1,128}$

                  - `BetaToolChangeMCPToolReference object`

                    Reference to a single MCP tool by its server and remote name; the
                    same `server_name`/`name` pair `mcp_tool_use` carries.

                    - `type: "mcp_tool_reference"`

                    - `name: string`

                    - `server_name: string`

                  - `BetaToolChangeMCPToolsetReference object`

                    Reference to every tool in the named MCP server's toolset.

                    - `type: "mcp_toolset_reference"`

                    - `server_name: string`

                  - `BetaToolChangeToolDefinitionParam object`

                    A tool defined by value: `definition` is a `tools` entry (any kind
                    `tools` accepts, an MCP toolset included). An `mcp_toolset` given here
                    also requires the `mcp-client-2026-09-15` beta.

                    - `type: "tool_definition"`

                    - `definition: BetaToolUnion`

                      - `BetaTool object`

                        - `type: optional "custom" or null`

                        - `input_schema: object`

                          [JSON schema](https://json-schema.org/draft/2020-12) for this tool's input.

                          This defines the shape of the `input` that your tool accepts and that the model will produce.

                          - `type: "object"`

                          - `properties: optional map[unknown] or null`

                          - `required: optional array of string or null`

                        - `name: string`

                          Name of the tool.

                          This is how the tool will be called by the model and in `tool_use` blocks.

                          minLength: 1, maxLength: 128, pattern: ^[a-zA-Z0-9_-]{1,128}$

                        - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                          - `"direct"`

                          - `"code_execution_20250825"`

                          - `"code_execution_20260120"`

                          - `"code_execution_20260521"`

                        - `cache_control: optional BetaCacheControlEphemeral or null`

                          Create a cache control breakpoint at this content block.

                        - `defer_loading: optional boolean`

                          If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                        - `description: optional string`

                          Description of what this tool does.

                          Tool descriptions should be as detailed as possible. The more information that the model has about what the tool is and how to use it, the better it will perform. You can use natural language descriptions to reinforce important aspects of the tool input JSON schema.

                        - `eager_input_streaming: optional boolean or null`

                          Enable eager input streaming for this tool. When true, tool input parameters will be streamed incrementally as they are generated, and types will be inferred on-the-fly rather than buffering the full JSON output. When false, streaming is disabled for this tool even if the fine-grained-tool-streaming beta is active. When null (default), uses the default behavior based on beta headers.

                        - `input_examples: optional array of map[unknown]`

                        - `strict: optional boolean`

                          When true, guarantees schema validation on tool names and inputs

                      - `BetaToolBash20241022 object`

                        - `type: "bash_20241022"`

                        - `name: "bash"`

                          Name of the tool.

                          This is how the tool will be called by the model and in `tool_use` blocks.

                        - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                          - `"direct"`

                          - `"code_execution_20250825"`

                          - `"code_execution_20260120"`

                          - `"code_execution_20260521"`

                        - `cache_control: optional BetaCacheControlEphemeral or null`

                          Create a cache control breakpoint at this content block.

                        - `defer_loading: optional boolean`

                          If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                        - `input_examples: optional array of map[unknown]`

                        - `strict: optional boolean`

                          When true, guarantees schema validation on tool names and inputs

                      - `BetaToolBash20250124 object`

                        - `type: "bash_20250124"`

                        - `name: "bash"`

                          Name of the tool.

                          This is how the tool will be called by the model and in `tool_use` blocks.

                        - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                          - `"direct"`

                          - `"code_execution_20250825"`

                          - `"code_execution_20260120"`

                          - `"code_execution_20260521"`

                        - `cache_control: optional BetaCacheControlEphemeral or null`

                          Create a cache control breakpoint at this content block.

                        - `defer_loading: optional boolean`

                          If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                        - `input_examples: optional array of map[unknown]`

                        - `strict: optional boolean`

                          When true, guarantees schema validation on tool names and inputs

                      - `BetaCodeExecutionTool20250522 object`

                        - `type: "code_execution_20250522"`

                        - `name: "code_execution"`

                          Name of the tool.

                          This is how the tool will be called by the model and in `tool_use` blocks.

                        - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                          - `"direct"`

                          - `"code_execution_20250825"`

                          - `"code_execution_20260120"`

                          - `"code_execution_20260521"`

                        - `cache_control: optional BetaCacheControlEphemeral or null`

                          Create a cache control breakpoint at this content block.

                        - `defer_loading: optional boolean`

                          If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                        - `strict: optional boolean`

                          When true, guarantees schema validation on tool names and inputs

                      - `BetaCodeExecutionTool20250825 object`

                        - `type: "code_execution_20250825"`

                        - `name: "code_execution"`

                          Name of the tool.

                          This is how the tool will be called by the model and in `tool_use` blocks.

                        - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                          - `"direct"`

                          - `"code_execution_20250825"`

                          - `"code_execution_20260120"`

                          - `"code_execution_20260521"`

                        - `cache_control: optional BetaCacheControlEphemeral or null`

                          Create a cache control breakpoint at this content block.

                        - `defer_loading: optional boolean`

                          If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                        - `strict: optional boolean`

                          When true, guarantees schema validation on tool names and inputs

                      - `BetaCodeExecutionTool20260120 object`

                        Code execution tool with REPL state persistence (daemon mode + gVisor checkpoint).

                        - `type: "code_execution_20260120"`

                        - `name: "code_execution"`

                          Name of the tool.

                          This is how the tool will be called by the model and in `tool_use` blocks.

                        - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                          - `"direct"`

                          - `"code_execution_20250825"`

                          - `"code_execution_20260120"`

                          - `"code_execution_20260521"`

                        - `cache_control: optional BetaCacheControlEphemeral or null`

                          Create a cache control breakpoint at this content block.

                        - `defer_loading: optional boolean`

                          If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                        - `strict: optional boolean`

                          When true, guarantees schema validation on tool names and inputs

                      - `BetaCodeExecutionTool20260521 object`

                        Code execution tool with REPL state persistence.

                        - `type: "code_execution_20260521"`

                        - `name: "code_execution"`

                          Name of the tool.

                          This is how the tool will be called by the model and in `tool_use` blocks.

                        - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                          - `"direct"`

                          - `"code_execution_20250825"`

                          - `"code_execution_20260120"`

                          - `"code_execution_20260521"`

                        - `cache_control: optional BetaCacheControlEphemeral or null`

                          Create a cache control breakpoint at this content block.

                        - `defer_loading: optional boolean`

                          If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                        - `strict: optional boolean`

                          When true, guarantees schema validation on tool names and inputs

                      - `BetaBrowserToolset20260801 object`

                        The browser toolset: a single `tools[]` entry (carrying no
                        `name`) that declares the browser tool family. The model is served
                        the family's tool with any members disabled via `configs` removed
                        from its schema.

                        - `type: "browser_toolset_20260801"`

                        - `cache_control: optional BetaCacheControlEphemeral or null`

                          Create a cache control breakpoint at this content block.

                        - `configs: optional BetaBrowserToolsetConfigs or null`

                          Sparse per-member overrides, keyed by member name. Absent, null, and {} are equivalent; a member's defaults apply wherever its key is absent.

                          - `type: optional BetaBrowserTypeConfig or null`

                            `type`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `close_tab: optional BetaBrowserCloseTabConfig or null`

                            `close_tab`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `double_click: optional BetaBrowserDoubleClickConfig or null`

                            `double_click`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `file_upload: optional BetaBrowserFileUploadConfig or null`

                            `file_upload`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `find: optional BetaBrowserFindConfig or null`

                            `find`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `form_input: optional BetaBrowserFormInputConfig or null`

                            `form_input`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `get_page_text: optional BetaBrowserGetPageTextConfig or null`

                            `get_page_text`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `hold_key: optional BetaBrowserHoldKeyConfig or null`

                            `hold_key`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `hover: optional BetaBrowserHoverConfig or null`

                            `hover`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `javascript_exec: optional BetaBrowserJavascriptExecConfig or null`

                            `javascript_exec`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `key: optional BetaBrowserKeyConfig or null`

                            `key`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `left_click: optional BetaBrowserLeftClickConfig or null`

                            `left_click`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `left_click_drag: optional BetaBrowserLeftClickDragConfig or null`

                            `left_click_drag`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `left_mouse_down: optional BetaBrowserLeftMouseDownConfig or null`

                            `left_mouse_down`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `left_mouse_up: optional BetaBrowserLeftMouseUpConfig or null`

                            `left_mouse_up`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `list_tabs: optional BetaBrowserListTabsConfig or null`

                            `list_tabs`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `middle_click: optional BetaBrowserMiddleClickConfig or null`

                            `middle_click`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `mouse_move: optional BetaBrowserMouseMoveConfig or null`

                            `mouse_move`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `navigate: optional BetaBrowserNavigateConfig or null`

                            `navigate`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `new_tab: optional BetaBrowserNewTabConfig or null`

                            `new_tab`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `read_console: optional BetaBrowserReadConsoleConfig or null`

                            `read_console`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `read_network: optional BetaBrowserReadNetworkConfig or null`

                            `read_network`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `read_page: optional BetaBrowserReadPageConfig or null`

                            `read_page`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `right_click: optional BetaBrowserRightClickConfig or null`

                            `right_click`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `screenshot: optional BetaBrowserScreenshotConfig or null`

                            `screenshot`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `scroll: optional BetaBrowserScrollConfig or null`

                            `scroll`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `scroll_to: optional BetaBrowserScrollToConfig or null`

                            `scroll_to`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `switch_tab: optional BetaBrowserSwitchTabConfig or null`

                            `switch_tab`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `triple_click: optional BetaBrowserTripleClickConfig or null`

                            `triple_click`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `wait: optional BetaBrowserWaitConfig or null`

                            `wait`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `zoom: optional BetaBrowserZoomConfig or null`

                            `zoom`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                      - `BetaToolComputerUse20241022 object`

                        - `type: "computer_20241022"`

                        - `display_height_px: number`

                          The height of the display in pixels.

                          minimum: 1

                        - `display_width_px: number`

                          The width of the display in pixels.

                          minimum: 1

                        - `name: "computer"`

                          Name of the tool.

                          This is how the tool will be called by the model and in `tool_use` blocks.

                        - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                          - `"direct"`

                          - `"code_execution_20250825"`

                          - `"code_execution_20260120"`

                          - `"code_execution_20260521"`

                        - `cache_control: optional BetaCacheControlEphemeral or null`

                          Create a cache control breakpoint at this content block.

                        - `defer_loading: optional boolean`

                          If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                        - `display_number: optional number or null`

                          The X11 display number (e.g. 0, 1) for the display.

                          minimum: 0

                        - `input_examples: optional array of map[unknown]`

                        - `strict: optional boolean`

                          When true, guarantees schema validation on tool names and inputs

                      - `BetaMemoryTool20250818 object`

                        - `type: "memory_20250818"`

                        - `name: "memory"`

                          Name of the tool.

                          This is how the tool will be called by the model and in `tool_use` blocks.

                        - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                          - `"direct"`

                          - `"code_execution_20250825"`

                          - `"code_execution_20260120"`

                          - `"code_execution_20260521"`

                        - `cache_control: optional BetaCacheControlEphemeral or null`

                          Create a cache control breakpoint at this content block.

                        - `defer_loading: optional boolean`

                          If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                        - `input_examples: optional array of map[unknown]`

                        - `strict: optional boolean`

                          When true, guarantees schema validation on tool names and inputs

                      - `BetaToolComputerUse20250124 object`

                        - `type: "computer_20250124"`

                        - `display_height_px: number`

                          The height of the display in pixels.

                          minimum: 1

                        - `display_width_px: number`

                          The width of the display in pixels.

                          minimum: 1

                        - `name: "computer"`

                          Name of the tool.

                          This is how the tool will be called by the model and in `tool_use` blocks.

                        - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                          - `"direct"`

                          - `"code_execution_20250825"`

                          - `"code_execution_20260120"`

                          - `"code_execution_20260521"`

                        - `cache_control: optional BetaCacheControlEphemeral or null`

                          Create a cache control breakpoint at this content block.

                        - `defer_loading: optional boolean`

                          If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                        - `display_number: optional number or null`

                          The X11 display number (e.g. 0, 1) for the display.

                          minimum: 0

                        - `input_examples: optional array of map[unknown]`

                        - `strict: optional boolean`

                          When true, guarantees schema validation on tool names and inputs

                      - `BetaToolTextEditor20241022 object`

                        - `type: "text_editor_20241022"`

                        - `name: "str_replace_editor"`

                          Name of the tool.

                          This is how the tool will be called by the model and in `tool_use` blocks.

                        - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                          - `"direct"`

                          - `"code_execution_20250825"`

                          - `"code_execution_20260120"`

                          - `"code_execution_20260521"`

                        - `cache_control: optional BetaCacheControlEphemeral or null`

                          Create a cache control breakpoint at this content block.

                        - `defer_loading: optional boolean`

                          If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                        - `input_examples: optional array of map[unknown]`

                        - `strict: optional boolean`

                          When true, guarantees schema validation on tool names and inputs

                      - `BetaToolComputerUse20251124 object`

                        - `type: "computer_20251124"`

                        - `display_height_px: number`

                          The height of the display in pixels.

                          minimum: 1

                        - `display_width_px: number`

                          The width of the display in pixels.

                          minimum: 1

                        - `name: "computer"`

                          Name of the tool.

                          This is how the tool will be called by the model and in `tool_use` blocks.

                        - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                          - `"direct"`

                          - `"code_execution_20250825"`

                          - `"code_execution_20260120"`

                          - `"code_execution_20260521"`

                        - `cache_control: optional BetaCacheControlEphemeral or null`

                          Create a cache control breakpoint at this content block.

                        - `defer_loading: optional boolean`

                          If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                        - `display_number: optional number or null`

                          The X11 display number (e.g. 0, 1) for the display.

                          minimum: 0

                        - `enable_zoom: optional boolean`

                          Whether to enable an action to take a zoomed-in screenshot of the screen.

                        - `input_examples: optional array of map[unknown]`

                        - `strict: optional boolean`

                          When true, guarantees schema validation on tool names and inputs

                      - `BetaComputerToolset20260801 object`

                        The computer toolset: a single `tools[]` entry (carrying no
                        `name`) that declares the computer tool family. The model is
                        served the family's tool with any members disabled via `configs`
                        removed from its schema. Every member is enabled by default, zoom
                        included. The single-tool options `display_number` and
                        `enable_zoom` are not fields of a toolset entry — it carries only
                        `type`, `configs`, and `cache_control`; zoom is controlled
                        via `configs.zoom.enabled`.

                        - `type: "computer_toolset_20260801"`

                        - `cache_control: optional BetaCacheControlEphemeral or null`

                          Create a cache control breakpoint at this content block.

                        - `configs: optional BetaComputerToolsetConfigs or null`

                          Sparse per-member overrides, keyed by member name. Absent, null, and {} are equivalent; a member's defaults apply wherever its key is absent.

                          - `type: optional BetaComputerTypeConfig or null`

                            `type`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `cursor_position: optional BetaComputerCursorPositionConfig or null`

                            `cursor_position`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `double_click: optional BetaComputerDoubleClickConfig or null`

                            `double_click`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `hold_key: optional BetaComputerHoldKeyConfig or null`

                            `hold_key`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `key: optional BetaComputerKeyConfig or null`

                            `key`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `left_click: optional BetaComputerLeftClickConfig or null`

                            `left_click`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `left_click_drag: optional BetaComputerLeftClickDragConfig or null`

                            `left_click_drag`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `left_mouse_down: optional BetaComputerLeftMouseDownConfig or null`

                            `left_mouse_down`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `left_mouse_up: optional BetaComputerLeftMouseUpConfig or null`

                            `left_mouse_up`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `middle_click: optional BetaComputerMiddleClickConfig or null`

                            `middle_click`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `mouse_move: optional BetaComputerMouseMoveConfig or null`

                            `mouse_move`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `right_click: optional BetaComputerRightClickConfig or null`

                            `right_click`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `screenshot: optional BetaComputerScreenshotConfig or null`

                            `screenshot`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `scroll: optional BetaComputerScrollConfig or null`

                            `scroll`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `triple_click: optional BetaComputerTripleClickConfig or null`

                            `triple_click`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `wait: optional BetaComputerWaitConfig or null`

                            `wait`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `zoom: optional BetaComputerZoomConfig or null`

                            `zoom`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                      - `BetaToolTextEditor20250124 object`

                        - `type: "text_editor_20250124"`

                        - `name: "str_replace_editor"`

                          Name of the tool.

                          This is how the tool will be called by the model and in `tool_use` blocks.

                        - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                          - `"direct"`

                          - `"code_execution_20250825"`

                          - `"code_execution_20260120"`

                          - `"code_execution_20260521"`

                        - `cache_control: optional BetaCacheControlEphemeral or null`

                          Create a cache control breakpoint at this content block.

                        - `defer_loading: optional boolean`

                          If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                        - `input_examples: optional array of map[unknown]`

                        - `strict: optional boolean`

                          When true, guarantees schema validation on tool names and inputs

                      - `BetaToolTextEditor20250429 object`

                        - `type: "text_editor_20250429"`

                        - `name: "str_replace_based_edit_tool"`

                          Name of the tool.

                          This is how the tool will be called by the model and in `tool_use` blocks.

                        - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                          - `"direct"`

                          - `"code_execution_20250825"`

                          - `"code_execution_20260120"`

                          - `"code_execution_20260521"`

                        - `cache_control: optional BetaCacheControlEphemeral or null`

                          Create a cache control breakpoint at this content block.

                        - `defer_loading: optional boolean`

                          If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                        - `input_examples: optional array of map[unknown]`

                        - `strict: optional boolean`

                          When true, guarantees schema validation on tool names and inputs

                      - `BetaToolTextEditor20250728 object`

                        - `type: "text_editor_20250728"`

                        - `name: "str_replace_based_edit_tool"`

                          Name of the tool.

                          This is how the tool will be called by the model and in `tool_use` blocks.

                        - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                          - `"direct"`

                          - `"code_execution_20250825"`

                          - `"code_execution_20260120"`

                          - `"code_execution_20260521"`

                        - `cache_control: optional BetaCacheControlEphemeral or null`

                          Create a cache control breakpoint at this content block.

                        - `defer_loading: optional boolean`

                          If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                        - `input_examples: optional array of map[unknown]`

                        - `max_characters: optional number or null`

                          Maximum number of characters to display when viewing a file. If not specified, defaults to displaying the full file.

                          minimum: 1

                        - `strict: optional boolean`

                          When true, guarantees schema validation on tool names and inputs

                      - `BetaWebSearchTool20250305 object`

                        - `type: "web_search_20250305"`

                        - `name: "web_search"`

                          Name of the tool.

                          This is how the tool will be called by the model and in `tool_use` blocks.

                        - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                          - `"direct"`

                          - `"code_execution_20250825"`

                          - `"code_execution_20260120"`

                          - `"code_execution_20260521"`

                        - `allowed_domains: optional array of string or null`

                          If provided, only these domains will be included in results. Cannot be used alongside `blocked_domains`.

                        - `blocked_domains: optional array of string or null`

                          If provided, these domains will never appear in results. Cannot be used alongside `allowed_domains`.

                        - `cache_control: optional BetaCacheControlEphemeral or null`

                          Create a cache control breakpoint at this content block.

                        - `defer_loading: optional boolean`

                          If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                        - `max_uses: optional number or null`

                          Maximum number of times the tool can be used in the API request.

                          minimum: 1

                        - `strict: optional boolean`

                          When true, guarantees schema validation on tool names and inputs

                        - `user_location: optional BetaUserLocation or null`

                          Parameters for the user's location. Used to provide more relevant search results.

                          - `type: "approximate"`

                          - `city: optional string or null`

                            The city of the user.

                            minLength: 1, maxLength: 255

                          - `country: optional string or null`

                            The two letter [ISO country code](https://en.wikipedia.org/wiki/ISO_3166-1_alpha-2) of the user.

                            minLength: 2, maxLength: 2

                          - `region: optional string or null`

                            The region of the user.

                            minLength: 1, maxLength: 255

                          - `timezone: optional string or null`

                            The [IANA timezone](https://nodatime.org/TimeZones) of the user.

                            minLength: 1, maxLength: 255

                      - `BetaWebFetchTool20250910 object`

                        - `type: "web_fetch_20250910"`

                        - `name: "web_fetch"`

                          Name of the tool.

                          This is how the tool will be called by the model and in `tool_use` blocks.

                        - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                          - `"direct"`

                          - `"code_execution_20250825"`

                          - `"code_execution_20260120"`

                          - `"code_execution_20260521"`

                        - `allowed_domains: optional array of string or null`

                          List of domains to allow fetching from

                        - `blocked_domains: optional array of string or null`

                          List of domains to block fetching from

                        - `cache_control: optional BetaCacheControlEphemeral or null`

                          Create a cache control breakpoint at this content block.

                        - `citations: optional BetaCitationsConfigParam or null`

                          Citations configuration for fetched documents. Citations are disabled by default.

                        - `defer_loading: optional boolean`

                          If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                        - `max_content_tokens: optional number or null`

                          Maximum number of tokens used by including web page text content in the context. The limit is approximate and does not apply to binary content such as PDFs.

                          minimum: 1

                        - `max_uses: optional number or null`

                          Maximum number of times the tool can be used in the API request.

                          minimum: 1

                        - `strict: optional boolean`

                          When true, guarantees schema validation on tool names and inputs

                        - `url_sources: optional BetaWebFetchURLSources or null`

                          Which sources contribute to the set of URLs the tool may fetch. Omitted means every source.

                          - `client_tool_results: optional BetaWebFetchURLSourceAll or BetaWebFetchURLSourceNone or BetaWebFetchURLSourceOnly or BetaWebFetchURLSourceExcept`

                            Which client tools' results contribute fetchable URLs: "all", "none", or an only or except list of client tool names from tools[].

                            - `BetaWebFetchURLSourceAll object`

                              The `url_sources` variant under which a source contributes in
                              full: every result of the tool filter's source, or all user input.

                              - `type: "all"`

                            - `BetaWebFetchURLSourceNone object`

                              The `url_sources` variant under which a source contributes nothing:
                              no result of the tool filter's source, or no user input.

                              - `type: "none"`

                            - `BetaWebFetchURLSourceOnly object`

                              The tool filter variant under which only the named tools' results
                              contribute.

                              - `type: "only"`

                              - `tools: array of BetaWebFetchURLSourceToolReference`

                                - `type: "tool_reference"`

                                - `name: string`

                            - `BetaWebFetchURLSourceExcept object`

                              The tool filter variant under which every result but the named
                              tools' contributes.

                              - `type: "except"`

                              - `tools: array of BetaWebFetchURLSourceToolReference`

                                - `type: "tool_reference"`

                                - `name: string`

                          - `server_tool_results: optional BetaWebFetchURLSourceAll or BetaWebFetchURLSourceNone or BetaWebFetchURLSourceOnly or BetaWebFetchURLSourceExcept`

                            Which server tools' results contribute fetchable URLs: "all", "none", or an only or except list of server tool names from tools[]; only web_search and web_fetch results ever contribute.

                            - `BetaWebFetchURLSourceAll object`

                              The `url_sources` variant under which a source contributes in
                              full: every result of the tool filter's source, or all user input.

                            - `BetaWebFetchURLSourceNone object`

                              The `url_sources` variant under which a source contributes nothing:
                              no result of the tool filter's source, or no user input.

                            - `BetaWebFetchURLSourceOnly object`

                              The tool filter variant under which only the named tools' results
                              contribute.

                            - `BetaWebFetchURLSourceExcept object`

                              The tool filter variant under which every result but the named
                              tools' contributes.

                          - `user_input: optional BetaWebFetchURLSourceAll or BetaWebFetchURLSourceNone`

                            Whether URLs in user messages are fetchable: "all" or "none".

                            - `BetaWebFetchURLSourceAll object`

                              The `url_sources` variant under which a source contributes in
                              full: every result of the tool filter's source, or all user input.

                            - `BetaWebFetchURLSourceNone object`

                              The `url_sources` variant under which a source contributes nothing:
                              no result of the tool filter's source, or no user input.

                      - `BetaWebSearchTool20260209 object`

                        - `type: "web_search_20260209"`

                        - `name: "web_search"`

                          Name of the tool.

                          This is how the tool will be called by the model and in `tool_use` blocks.

                        - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                          - `"direct"`

                          - `"code_execution_20250825"`

                          - `"code_execution_20260120"`

                          - `"code_execution_20260521"`

                        - `allowed_domains: optional array of string or null`

                          If provided, only these domains will be included in results. Cannot be used alongside `blocked_domains`.

                        - `blocked_domains: optional array of string or null`

                          If provided, these domains will never appear in results. Cannot be used alongside `allowed_domains`.

                        - `cache_control: optional BetaCacheControlEphemeral or null`

                          Create a cache control breakpoint at this content block.

                        - `defer_loading: optional boolean`

                          If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                        - `max_uses: optional number or null`

                          Maximum number of times the tool can be used in the API request.

                          minimum: 1

                        - `strict: optional boolean`

                          When true, guarantees schema validation on tool names and inputs

                        - `user_location: optional BetaUserLocation or null`

                          Parameters for the user's location. Used to provide more relevant search results.

                      - `BetaWebFetchTool20260209 object`

                        - `type: "web_fetch_20260209"`

                        - `name: "web_fetch"`

                          Name of the tool.

                          This is how the tool will be called by the model and in `tool_use` blocks.

                        - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                          - `"direct"`

                          - `"code_execution_20250825"`

                          - `"code_execution_20260120"`

                          - `"code_execution_20260521"`

                        - `allowed_domains: optional array of string or null`

                          List of domains to allow fetching from

                        - `blocked_domains: optional array of string or null`

                          List of domains to block fetching from

                        - `cache_control: optional BetaCacheControlEphemeral or null`

                          Create a cache control breakpoint at this content block.

                        - `citations: optional BetaCitationsConfigParam or null`

                          Citations configuration for fetched documents. Citations are disabled by default.

                        - `defer_loading: optional boolean`

                          If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                        - `max_content_tokens: optional number or null`

                          Maximum number of tokens used by including web page text content in the context. The limit is approximate and does not apply to binary content such as PDFs.

                          minimum: 1

                        - `max_uses: optional number or null`

                          Maximum number of times the tool can be used in the API request.

                          minimum: 1

                        - `strict: optional boolean`

                          When true, guarantees schema validation on tool names and inputs

                        - `url_sources: optional BetaWebFetchURLSources or null`

                          Which sources contribute to the set of URLs the tool may fetch. Omitted means every source.

                      - `BetaWebFetchTool20260309 object`

                        Web fetch tool with use_cache parameter for bypassing cached content.

                        - `type: "web_fetch_20260309"`

                        - `name: "web_fetch"`

                          Name of the tool.

                          This is how the tool will be called by the model and in `tool_use` blocks.

                        - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                          - `"direct"`

                          - `"code_execution_20250825"`

                          - `"code_execution_20260120"`

                          - `"code_execution_20260521"`

                        - `allowed_domains: optional array of string or null`

                          List of domains to allow fetching from

                        - `blocked_domains: optional array of string or null`

                          List of domains to block fetching from

                        - `cache_control: optional BetaCacheControlEphemeral or null`

                          Create a cache control breakpoint at this content block.

                        - `citations: optional BetaCitationsConfigParam or null`

                          Citations configuration for fetched documents. Citations are disabled by default.

                        - `defer_loading: optional boolean`

                          If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                        - `max_content_tokens: optional number or null`

                          Maximum number of tokens used by including web page text content in the context. The limit is approximate and does not apply to binary content such as PDFs.

                          minimum: 1

                        - `max_uses: optional number or null`

                          Maximum number of times the tool can be used in the API request.

                          minimum: 1

                        - `strict: optional boolean`

                          When true, guarantees schema validation on tool names and inputs

                        - `url_sources: optional BetaWebFetchURLSources or null`

                          Which sources contribute to the set of URLs the tool may fetch. Omitted means every source.

                        - `use_cache: optional boolean`

                          Whether to use cached content. Set to false to bypass the cache and fetch fresh content. Only set to false when the user explicitly requests fresh content or when fetching rapidly-changing sources.

                      - `BetaWebSearchTool20260318 object`

                        - `type: "web_search_20260318"`

                        - `name: "web_search"`

                          Name of the tool.

                          This is how the tool will be called by the model and in `tool_use` blocks.

                        - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                          - `"direct"`

                          - `"code_execution_20250825"`

                          - `"code_execution_20260120"`

                          - `"code_execution_20260521"`

                        - `allowed_domains: optional array of string or null`

                          If provided, only these domains will be included in results. Cannot be used alongside `blocked_domains`.

                        - `blocked_domains: optional array of string or null`

                          If provided, these domains will never appear in results. Cannot be used alongside `allowed_domains`.

                        - `cache_control: optional BetaCacheControlEphemeral or null`

                          Create a cache control breakpoint at this content block.

                        - `defer_loading: optional boolean`

                          If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                        - `max_uses: optional number or null`

                          Maximum number of times the tool can be used in the API request.

                          minimum: 1

                        - `response_inclusion: optional "full" or "excluded"`

                          How this tool's result blocks appear in the API response when the result was consumed by a completed code_execution call in the same turn. 'full' returns the complete content (default). 'excluded' drops the nested server_tool_use and result block pair entirely. Results from direct calls, or from code_execution calls that paused before completing, are always returned in full so they can be sent back on the next turn.

                          - `"full"`

                          - `"excluded"`

                        - `strict: optional boolean`

                          When true, guarantees schema validation on tool names and inputs

                        - `user_location: optional BetaUserLocation or null`

                          Parameters for the user's location. Used to provide more relevant search results.

                      - `BetaWebFetchTool20260318 object`

                        - `type: "web_fetch_20260318"`

                        - `name: "web_fetch"`

                          Name of the tool.

                          This is how the tool will be called by the model and in `tool_use` blocks.

                        - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                          - `"direct"`

                          - `"code_execution_20250825"`

                          - `"code_execution_20260120"`

                          - `"code_execution_20260521"`

                        - `allowed_domains: optional array of string or null`

                          List of domains to allow fetching from

                        - `blocked_domains: optional array of string or null`

                          List of domains to block fetching from

                        - `cache_control: optional BetaCacheControlEphemeral or null`

                          Create a cache control breakpoint at this content block.

                        - `citations: optional BetaCitationsConfigParam or null`

                          Citations configuration for fetched documents. Citations are disabled by default.

                        - `defer_loading: optional boolean`

                          If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                        - `max_content_tokens: optional number or null`

                          Maximum number of tokens used by including web page text content in the context. The limit is approximate and does not apply to binary content such as PDFs.

                          minimum: 1

                        - `max_uses: optional number or null`

                          Maximum number of times the tool can be used in the API request.

                          minimum: 1

                        - `response_inclusion: optional "full" or "excluded"`

                          How this tool's result blocks appear in the API response when the result was consumed by a completed code_execution call in the same turn. 'full' returns the complete content (default). 'excluded' drops the nested server_tool_use and result block pair entirely. Results from direct calls, or from code_execution calls that paused before completing, are always returned in full so they can be sent back on the next turn.

                          - `"full"`

                          - `"excluded"`

                        - `strict: optional boolean`

                          When true, guarantees schema validation on tool names and inputs

                        - `url_sources: optional BetaWebFetchURLSources or null`

                          Which sources contribute to the set of URLs the tool may fetch. Omitted means every source.

                        - `use_cache: optional boolean`

                          Whether to use cached content. Set to false to bypass the cache and fetch fresh content. Only set to false when the user explicitly requests fresh content or when fetching rapidly-changing sources.

                      - `BetaAdvisorTool20260301 object`

                        - `type: "advisor_20260301"`

                        - `model: Model`

                          The model that will complete your prompt.

                          See [models](https://docs.anthropic.com/en/docs/models-overview) for additional details and options.

                          - `"claude-haiku-5-5"`

                            Fastest model for high-volume, real-time tasks

                          - `"claude-sonnet-5-5"`

                            Efficient model for coding and agents

                          - `"claude-fable-5-1"`

                            Frontier intelligence for ambitious tasks across coding, scientific discovery, and enterprise workflows

                          - `"claude-opus-5-5"`

                            Powerful intelligence for coding, knowledge work, and long-running agents

                          - `"claude-mythos-5-1"`

                            Our most capable model for cybersecurity and biology research, available through trusted access programs

                          - `"claude-sonnet-5"`

                            Efficient model for coding and agents

                          - `"claude-fable-5"`

                            Next generation of intelligence for the hardest knowledge work and coding problems

                          - `"claude-mythos-5"`

                            Most capable model for cybersecurity and biology research

                          - `"claude-opus-5"`

                            Powerful intelligence for long-running agents and coding

                          - `"claude-opus-4-8"`

                            Powerful intelligence for long-running agents and coding

                          - `"claude-opus-4-7"`

                            Powerful intelligence for long-running agents and coding

                          - `"claude-opus-4-6"`

                            Powerful intelligence for long-running agents and coding

                          - `"claude-sonnet-4-6"`

                            Best combination of speed and intelligence

                          - `"claude-haiku-4-5"`

                          - `"claude-haiku-4-5-20251001"`

                          - `"claude-opus-4-5"`

                            Powerful intelligence for long-running agents and coding

                          - `"claude-opus-4-5-20251101"`

                            Powerful intelligence for long-running agents and coding

                          - `"claude-mythos-preview"`

                            **Deprecated**: Will reach end-of-life on June 30, 2026. Please migrate to claude-mythos-5. Visit https://docs.anthropic.com/en/docs/resources/model-deprecations for more information.

                            New class of intelligence, strongest in coding and cybersecurity

                          - `"claude-sonnet-4-5"`

                            **Deprecated**: Will reach end-of-life on November 30, 2026. Please migrate to claude-sonnet-5-5. Visit https://docs.anthropic.com/en/docs/resources/model-deprecations for more information.

                            High-performance model for agents and coding

                          - `"claude-sonnet-4-5-20250929"`

                            **Deprecated**: Will reach end-of-life on November 30, 2026. Please migrate to claude-sonnet-5-5. Visit https://docs.anthropic.com/en/docs/resources/model-deprecations for more information.

                            High-performance model for agents and coding

                          - `string`

                        - `name: "advisor"`

                          Name of the tool.

                          This is how the tool will be called by the model and in `tool_use` blocks.

                        - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                          - `"direct"`

                          - `"code_execution_20250825"`

                          - `"code_execution_20260120"`

                          - `"code_execution_20260521"`

                        - `cache_control: optional BetaCacheControlEphemeral or null`

                          Create a cache control breakpoint at this content block.

                        - `caching: optional BetaCacheControlEphemeral or null`

                          Caching for the advisor's own prompt. When set, each advisor call writes a cache entry at the given TTL so subsequent calls in the same conversation read the stable prefix. When omitted, the advisor prompt is not cached.

                        - `defer_loading: optional boolean`

                          If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                        - `max_tokens: optional number or null`

                          Bounds the advisor's total output (thinking + text) per call. When the advisor hits this cap, the returned advisor_result or advisor_redacted_result block carries stop_reason='max_tokens', and a truncation note is appended to the advice text the worker model sees (inside the encrypted blob in redacted mode). When set, the server also emits a remaining-tokens budget block in the advisor's prompt so the advisor self-shapes toward the cap. When omitted, the advisor model's default output cap applies and no budget block is emitted.

                          minimum: 1024

                        - `max_uses: optional number or null`

                          Maximum number of times the tool can be used in the API request.

                          minimum: 1

                        - `strict: optional boolean`

                          When true, guarantees schema validation on tool names and inputs

                      - `BetaToolSearchToolBm25_20251119 object`

                        - `type: "tool_search_tool_bm25_20251119" or "tool_search_tool_bm25"`

                          - `"tool_search_tool_bm25_20251119"`

                          - `"tool_search_tool_bm25"`

                        - `name: "tool_search_tool_bm25"`

                          Name of the tool.

                          This is how the tool will be called by the model and in `tool_use` blocks.

                        - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                          - `"direct"`

                          - `"code_execution_20250825"`

                          - `"code_execution_20260120"`

                          - `"code_execution_20260521"`

                        - `cache_control: optional BetaCacheControlEphemeral or null`

                          Create a cache control breakpoint at this content block.

                        - `defer_loading: optional boolean`

                          If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                        - `strict: optional boolean`

                          When true, guarantees schema validation on tool names and inputs

                      - `BetaToolSearchToolRegex20251119 object`

                        - `type: "tool_search_tool_regex_20251119" or "tool_search_tool_regex"`

                          - `"tool_search_tool_regex_20251119"`

                          - `"tool_search_tool_regex"`

                        - `name: "tool_search_tool_regex"`

                          Name of the tool.

                          This is how the tool will be called by the model and in `tool_use` blocks.

                        - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                          - `"direct"`

                          - `"code_execution_20250825"`

                          - `"code_execution_20260120"`

                          - `"code_execution_20260521"`

                        - `cache_control: optional BetaCacheControlEphemeral or null`

                          Create a cache control breakpoint at this content block.

                        - `defer_loading: optional boolean`

                          If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                        - `strict: optional boolean`

                          When true, guarantees schema validation on tool names and inputs

                      - `BetaMCPToolset object`

                        Configuration for a group of tools from an MCP server.

                        Allows configuring enabled status and defer_loading for all tools
                        from an MCP server, with optional per-tool overrides.

                        - `type: "mcp_toolset"`

                        - `mcp_server_name: string`

                          Name of the MCP server to configure tools for

                          minLength: 1, maxLength: 255

                        - `cache_control: optional BetaCacheControlEphemeral or null`

                          Create a cache control breakpoint at this content block.

                        - `configs: optional map[BetaMCPToolConfig] or null`

                          Configuration overrides for specific tools, keyed by tool name

                          - `defer_loading: optional boolean`

                          - `enabled: optional boolean`

                        - `default_config: optional BetaMCPToolDefaultConfig`

                          Default configuration applied to all tools from this server

                          - `defer_loading: optional boolean`

                          - `enabled: optional boolean`

                        - `tools: optional array of BetaMCPToolParam or null`

                          The server's tool listing, pinned: when present, the server is not asked for its tools before sampling and exactly these entries, with `default_config` and `configs` applied, are the toolset's tools. Copy it from the `mcp_tool_listing` block of an earlier response.

                          - `input_schema: map[unknown]`

                            The tool's input schema as the MCP server lists it, verbatim.

                          - `name: string`

                            The tool's name as the MCP server lists it (not prefixed with the server name).

                            minLength: 1

                          - `description: optional string or null`

                            The tool's description as the MCP server lists it.

                - `cache_control: optional BetaCacheControlEphemeral or null`

                  Create a cache control breakpoint at this content block.

              - `BetaRequestToolRemovalBlock object`

                Mid-conversation directive to withdraw a tool.

                `tool` references a tool (or MCP toolset) by name: one declared in the
                request's `tools` or defined earlier in `messages`. It is no longer
                offered to the model from this point in the conversation onward.

                - `type: "tool_removal"`

                - `tool: BetaToolChangeToolReference or BetaToolChangeMCPToolReference or BetaToolChangeMCPToolsetReference`

                  - `BetaToolChangeToolReference object`

                    Reference to a single tool, by the name the model uses to call it: a
                    tool declared in `tools` or defined by an earlier `tool_addition`
                    block. Does not accept the composed `{server}_{name}` form the server
                    assigns to MCP-resolved tools; use `mcp_tool_reference` or
                    `mcp_toolset_reference` for those.

                  - `BetaToolChangeMCPToolReference object`

                    Reference to a single MCP tool by its server and remote name; the
                    same `server_name`/`name` pair `mcp_tool_use` carries.

                  - `BetaToolChangeMCPToolsetReference object`

                    Reference to every tool in the named MCP server's toolset.

                - `cache_control: optional BetaCacheControlEphemeral or null`

                  Create a cache control breakpoint at this content block.

          - `BetaRequestToolAdditionBlock object`

            Mid-conversation directive to make a tool available.

            `tool` is a reference to a tool (or MCP toolset) declared in the
            request's `tools`. Under the `inline-tools-2026-09-15` beta it may
            instead be a reference to a tool defined earlier in `messages`, or a
            `tool_definition` object that carries an inline tool definition in
            `definition` (the same object a `tools` entry holds). An `mcp_toolset`
            definition also requires the `mcp-client-2026-09-15` beta. The tool is
            offered to the model from this point in the conversation onward.

          - `BetaRequestToolRemovalBlock object`

            Mid-conversation directive to withdraw a tool.

            `tool` references a tool (or MCP toolset) by name: one declared in the
            request's `tools` or defined earlier in `messages`. It is no longer
            offered to the model from this point in the conversation onward.

          - `BetaMCPToolListingBlockParam object`

            The tool listing an MCP server returned while an earlier response was
            produced, as that response carried it. Send the assistant message back
            unchanged, this block included, and the server uses this listing for the
            matching `mcp_toolset` instead of asking the MCP server again.

            - `type: "mcp_tool_listing"`

            - `mcp_server_name: string`

              The name of the MCP server this listing came from, as `mcp_servers` declares it.

              minLength: 1, maxLength: 255

            - `tools: array of BetaMCPToolParam`

              The server's tools, exactly as the response listed them.

              - `input_schema: map[unknown]`

                The tool's input schema as the MCP server lists it, verbatim.

              - `name: string`

                The tool's name as the MCP server lists it (not prefixed with the server name).

                minLength: 1

              - `description: optional string or null`

                The tool's description as the MCP server lists it.

          - `BetaFallbackBlockParam object`

            A `fallback` block echoed back from a prior response.

            Accepted in `messages[].content` and not rendered into the prompt; not
            validated against the request's `fallbacks` chain or top-level `model`.

            Echo the assistant turn back verbatim, including this block in its
            original position. The block marks the boundary between content produced
            before and after a fallback hop, and the server relies on that boundary
            to validate the turn: when thinking runs flank the boundary, omitting
            the block merges them into one span the server cannot validate (the
            request is rejected), and moving it into the middle of a single run is
            likewise rejected; between non-thinking blocks the block's placement has
            no validation effect.

            - `type: "fallback"`

            - `from: BetaFallbackInfoParam`

              Identifies one hop of a fallback transition.

              - `model: Model`

                The model that will complete your prompt.

                See [models](https://docs.anthropic.com/en/docs/models-overview) for additional details and options.

            - `to: BetaFallbackInfoParam`

              Identifies one hop of a fallback transition.

            - `trigger: optional unknown`

              The response block's `trigger`, echoed verbatim. Accepted and ignored by the server; any object or `null` is allowed.

      - `role: "user" or "assistant" or "system"`

        - `"user"`

        - `"assistant"`

        - `"system"`

      - `clear_at: optional "next_user_message" or "never" or null`

        How long this system message's text stays in front of the model. `"never"` (the default) renders it on every request that includes it. `"next_user_message"` renders it only for the user turn it follows: once a later `role: "user"` message exists in `messages` the message stays in the array (send it unchanged) but is no longer shown to the model. Only permitted on `role: "system"` messages.

        - `"next_user_message"`

        - `"never"`

      - `output_config: optional BetaSystemMessageOutputConfig or null`

        Per-message output configuration on a role:"system" input message.

        Fields here apply per-turn; `format` remains top-level only. An
        empty `{}` is accepted on a message that carries content; a message
        with neither content nor output_config fields is rejected.

        - `effort: optional "low" or "medium" or "high" or 2 more or null`

          How much effort the model should put into its response. Higher effort levels may result in more thorough analysis but take longer.

          Valid values are `low`, `medium`, `high`, `xhigh`, or `max`.

          - `"low"`

          - `"medium"`

          - `"high"`

          - `"xhigh"`

          - `"max"`

    - `model: Model`

      The model that will complete your prompt.

      See [models](https://docs.anthropic.com/en/docs/models-overview) for additional details and options.

    - `cache_control: optional BetaCacheControlEphemeral or null`

      Top-level cache control automatically applies a cache_control marker to the last cacheable block in the request.

    - `compaction: optional BetaCompactionConfig or null`

      Compaction configuration.

      When set on `POST /v1/messages`, the request is a compaction request: the conversation in `messages` is summarized and the response holds only the resulting `compaction` block (`stop_reason` `"compaction"`), which later requests send first in `messages` in place of the messages it summarizes. `POST /v1/messages/count_tokens` accepts this parameter and ignores it: the count it returns is for the conversation in `messages` as sent. Cannot be combined with `context_management`.

      - `type: "summarize"`

      - `instructions: optional string or null`

        Replaces the server's default summarization prompt for this request. An empty or whitespace-only value counts as absent.

        maxLength: 16384

    - `container: optional BetaContainerParams or string or null`

      Container identifier for reuse across requests.

      - `BetaContainerParams object`

        Container parameters with skills to be loaded.

        - `id: optional string or null`

          Container id

        - `skills: optional array of BetaSkillParams or null`

          List of skills to load in the container

          maxItems: 20

          - `type: "anthropic" or "custom"`

            Type of skill - either 'anthropic' (built-in) or 'custom' (user-defined)

            - `"anthropic"`

            - `"custom"`

          - `skill_id: string`

            Skill ID

            minLength: 1, maxLength: 64

          - `version: optional string`

            Skill version or 'latest' for most recent version

            minLength: 1, maxLength: 64

      - `string`

    - `context_management: optional BetaContextManagementConfig or null`

      Context management configuration.

      This allows you to control how Claude manages context across multiple requests, such as whether to clear function results or not.

      - `edits: optional array of BetaClearToolUses20250919Edit or BetaClearThinking20251015Edit or BetaCompact20260112Edit`

        List of context management edits to apply

        - `BetaClearToolUses20250919Edit object`

          - `type: "clear_tool_uses_20250919"`

          - `clear_at_least: optional BetaInputTokensClearAtLeast or null`

            Minimum number of tokens that must be cleared when triggered. Context will only be modified if at least this many tokens can be removed.

            - `type: "input_tokens"`

            - `value: number`

              minimum: 0

          - `clear_tool_inputs: optional boolean or array of string or null`

            Whether to clear all tool inputs (bool) or specific tool inputs to clear (list)

            - `boolean`

            - `array of string`

          - `exclude_tools: optional array of string or null`

            Tool names whose uses are preserved from clearing

          - `keep: optional BetaToolUsesKeep`

            Number of tool uses to retain in the conversation

            - `type: "tool_uses"`

            - `value: number`

              minimum: 0

          - `trigger: optional BetaInputTokensTrigger or BetaToolUsesTrigger`

            Condition that triggers the context management strategy

            - `BetaInputTokensTrigger object`

              - `type: "input_tokens"`

              - `value: number`

                minimum: 1

            - `BetaToolUsesTrigger object`

              - `type: "tool_uses"`

              - `value: number`

                minimum: 1

        - `BetaClearThinking20251015Edit object`

          - `type: "clear_thinking_20251015"`

          - `keep: optional BetaThinkingTurns or BetaAllThinkingTurns or "all"`

            Number of most recent assistant turns to keep thinking blocks for. Older turns will have their thinking blocks removed.

            - `BetaThinkingTurns object`

              - `type: "thinking_turns"`

              - `value: number`

                minimum: 1

            - `BetaAllThinkingTurns object`

              - `type: "all"`

            - `"all"`

        - `BetaCompact20260112Edit object`

          Automatically compact older context when reaching the configured trigger threshold.

          - `type: "compact_20260112"`

          - `instructions: optional string or null`

            Additional instructions for summarization.

          - `pause_after_compaction: optional boolean`

            Whether to pause after compaction and return the compaction block to the user.

          - `trigger: optional BetaInputTokensTrigger or null`

            When to trigger compaction. Defaults to 150000 input tokens.

    - `diagnostics: optional BetaDiagnosticsParam or null`

      Request-level diagnostics. Supply `previous_message_id` to have the response include `diagnostics.cache_miss_reason` explaining any prompt-cache divergence from that prior request.

      - `previous_message_id: optional string or null`

        The `id` (`msg_...`) from this client's previous /v1/messages response. The server compares that request's prompt fingerprint against this one and returns `diagnostics.cache_miss_reason` when the prompt-cache prefix could not be reused. Pass `null` on the first turn to opt in without a prior message to compare.

        maxLength: 256

    - `fallback_credit_token: optional string or BetaFallbackCreditTokenParam or null`

      The `fallback_credit_token` from a prior refusal's `stop_details`.

      When a preceding request was refused and returned a `fallback_credit_token`,
      pass that code here on the retry to have the retry's cache-creation tokens
      for the prefix that was warm on the refused model billed at the cache-read
      rate. Must be redeemed by the same organization and workspace, with the same
      request body (optionally extended by one appended `assistant` message whose
      content is the partial text — with any trailing whitespace stripped from
      the final text block — and paired server-tool blocks streamed before the
      refusal; the appended-assistant form is not available for requests with
      `output_format` set or forced `tool_choice`), on an eligible fallback
      model, on the same platform,
      and within 5 minutes of the refusal; a mismatch is a 400. A token minted
      mid-server-tool-loop whose partial content was continuable may only be
      redeemed with the appended-assistant form — if an exact-body retry is
      rejected with a 400 saying the token must be redeemed by continuing the
      partial response, retry with the appended-assistant form instead.

      When the appended-assistant form is used on a model that otherwise disallows
      assistant-turn prefill, this token also authorizes that one prefill.

      - `string`

      - `BetaFallbackCreditTokenParam object`

        Object form of `fallback_credit_token`: the token plus a redemption
        mode.

        Requires `anthropic-beta: fallback-credit-2026-07-01`; without that
        header the field accepts the bare string only. The bare string and the
        mode-less object are equivalent (both select `strict`), so wrapping
        an existing token changes nothing by itself.

        - `token: string`

          The opaque `fallback_credit_token` from a prior refusal's `stop_details` — the same string the bare-string form carries.

          minLength: 1, maxLength: 2048

        - `mode: optional "strict" or "best_effort"`

          How a failing token affects the retry. `strict` (the default, and the bare-string behavior): a failing redemption is a 400 and the retry is not served. `best_effort`: the retry is served either way — a token-layer failure no longer rejects the request; the retry proceeds at normal price and the outcome is reported on the response's `usage.fallback_credit`. Two failures stay hard in both modes: a malformed token, and combining `fallback_credit_token` with `fallbacks`.

          - `"strict"`

          - `"best_effort"`

    - `fallbacks: optional BetaFallbacksParam or null`

      Opt-in server-side retry on one or more substitute models when the requested model declines for policy reasons. Tried in order: if the first entry also declines, the second is tried, and so on. Some models don't support fallbacks; on those models, a list of fallback models returns a 400 error. See [Server-side fallback](https://platform.claude.com/docs/en/build-with-claude/refusals-and-fallback?sdk_languages=http#server-side-fallback). The string "default" requests the requested model's server-defined default fallback configuration. On a model that doesn't support fallbacks, the request runs on the requested model alone, so a declined request stays declined.

      - `array of BetaFallbackParam`

        - `model: Model`

          The model that will complete your prompt.

          See [models](https://docs.anthropic.com/en/docs/models-overview) for additional details and options.

        - `max_tokens: optional number or null`

        - `output_config: optional BetaOutputConfig or null`

          - `effort: optional "low" or "medium" or "high" or 2 more or null`

            How much effort the model should put into its response. Higher effort levels may result in more thorough analysis but take longer.

            Valid values are `low`, `medium`, `high`, `xhigh`, or `max`.

            - `"low"`

            - `"medium"`

            - `"high"`

            - `"xhigh"`

            - `"max"`

          - `format: optional BetaJSONOutputFormat or null`

            A schema to specify Claude's output format in responses. See [structured outputs](https://platform.claude.com/docs/en/build-with-claude/structured-outputs?sdk_languages=http)

            - `type: "json_schema"`

            - `schema: map[unknown]`

              The JSON schema of the format

          - `task_budget: optional BetaTokenTaskBudget or null`

            Configuration for token budget tracking across contexts.

            - `type: "tokens"`

              The budget type. Currently only 'tokens' is supported.

            - `total: number`

              Total token budget across all contexts in the session.

              minimum: 1024

            - `remaining: optional number or null`

              Remaining tokens in the budget. Use this to track usage across contexts when implementing compaction client-side. Defaults to total if not provided.

              minimum: 0

        - `speed: optional "standard" or "fast" or null`

          Inference speed mode. `fast` provides significantly faster output token generation at premium pricing. Not all models support `fast`; invalid combinations are rejected at create time.

          - `"standard"`

          - `"fast"`

        - `thinking: optional BetaThinkingConfigEnabled or BetaThinkingConfigDisabled or BetaThinkingConfigBetweenTools or BetaThinkingConfigAdaptive or null`

          - `BetaThinkingConfigEnabled object`

            - `type: "enabled"`

            - `budget_tokens: number`

              Determines how many tokens Claude can use for its internal reasoning process. Larger budgets can enable more thorough analysis for complex problems, improving response quality.

              Must be ≥1024 and less than `max_tokens`.

              See [extended thinking](https://platform.claude.com/docs/en/build-with-claude/extended-thinking?sdk_languages=http) for details.

              minimum: 1024

            - `block_binding: optional BetaThinkingBlockBinding or null`

              Controls for block binding: what happens when a thinking block this request sends back fails the conversation check. `null`, absent or an empty object means every default.

              - `prefix_mismatch_behavior: optional BetaThinkingPrefixMismatchBehavior or null`

                "error" (default) | "drop_block". What happens when a thinking block in `messages` fails the conversation check (it was created in a different conversation, or the messages before it have changed since). "error" fails the request with a 400 error. "drop_block" removes the failing blocks and the request proceeds; each removal is reported in `input_transformations`.

                - `"error"`

                - `"drop_block"`

            - `display: optional "summarized" or "omitted" or "updates" or null`

              Controls how thinking content appears in the response. When set to `summarized`, thinking is returned normally. When set to `omitted`, thinking content is redacted but a signature is returned for multi-turn continuity. The default depends on the model; see [Controlling thinking display](https://platform.claude.com/docs/en/build-with-claude/thinking?sdk_languages=http#controlling-thinking-display).

              - `"summarized"`

              - `"omitted"`

              - `"updates"`

          - `BetaThinkingConfigDisabled object`

            - `type: "disabled"`

          - `BetaThinkingConfigBetweenTools object`

            - `type: "between_tools"`

          - `BetaThinkingConfigAdaptive object`

            - `type: "adaptive"`

            - `block_binding: optional BetaThinkingBlockBinding or null`

              Controls for block binding: what happens when a thinking block this request sends back fails the conversation check. `null`, absent or an empty object means every default.

            - `display: optional "summarized" or "omitted" or "updates" or null`

              Controls how thinking content appears in the response. When set to `summarized`, thinking is returned normally. When set to `omitted`, thinking content is redacted but a signature is returned for multi-turn continuity. The default depends on the model; see [Controlling thinking display](https://platform.claude.com/docs/en/build-with-claude/thinking?sdk_languages=http#controlling-thinking-display).

              - `"summarized"`

              - `"omitted"`

              - `"updates"`

      - `"default"`

    - `inference_geo: optional string or null`

      Specifies the geographic region for inference processing. If not specified, the workspace's `default_inference_geo` is used.

    - `mcp_servers: optional array of BetaRequestMCPServerURLDefinition`

      MCP servers to be utilized in this request

      maxItems: 20

      - `type: "url"`

      - `name: string`

      - `url: string`

      - `authorization_token: optional string or null`

      - `tool_configuration: optional BetaRequestMCPServerToolConfiguration or null`

        - `allowed_tools: optional array of string or null`

        - `enabled: optional boolean or null`

    - `metadata: optional BetaMetadata`

      An object describing metadata about the request.

      - `user_id: optional string or null`

        An external identifier for the user who is associated with the request.

        This should be a uuid, hash value, or other opaque identifier. Anthropic may use this id to help detect abuse. Do not include any identifying information such as name, email address, or phone number.

        maxLength: 512

    - `output_config: optional BetaOutputConfig`

      Configuration options for the model's output, such as the output format.

    - `service_tier: optional "auto" or "standard_only"`

      Determines whether to use priority capacity (if available) or standard capacity for this request.

      Anthropic offers different levels of service for your API requests. See [service-tiers](https://platform.claude.com/docs/en/api/service-tiers?sdk_languages=http) for details.

      - `"auto"`

      - `"standard_only"`

    - `speed: optional "standard" or "fast" or null`

      The inference speed mode for this request. `"fast"` enables high output-tokens-per-second inference.

      Some models require the `fast-mode-2026-02-01` beta header for any `speed` value. See [fast mode](https://platform.claude.com/docs/en/build-with-claude/fast-mode?sdk_languages=http) for which models.

      - `"standard"`

      - `"fast"`

    - `stop_sequences: optional array of string`

      Custom text sequences that will cause the model to stop generating.

      Our models will normally stop when they have naturally completed their turn, which will result in a response `stop_reason` of `"end_turn"`.

      If you want the model to stop generating when it encounters custom strings of text, you can use the `stop_sequences` parameter. If the model encounters one of the custom sequences, the response `stop_reason` value will be `"stop_sequence"` and the response `stop_sequence` value will contain the matched stop sequence.

    - `stream: optional boolean`

      Whether to incrementally stream the response using server-sent events. When `true`, SDKs return a raw event stream.

      In the TypeScript, Python and Ruby SDKs, the recommended way to stream is `messages.stream()`. It sets `stream` for you and accumulates the events into the final message. See [Streaming with SDKs](https://platform.claude.com/docs/en/build-with-claude/streaming?sdk_languages=http#streaming-with-sdks) for an example in each language.

    - `system: optional string or array of BetaTextBlockParam`

      System prompt.

      A system prompt is a way of providing context and instructions to Claude, such as specifying a particular goal or role. See our [guide to system prompts](https://platform.claude.com/docs/en/build-with-claude/prompt-engineering/claude-prompting-best-practices?sdk_languages=http#give-claude-a-role).

      - `string`

      - `array of BetaTextBlockParam`

        - `type: "text"`

        - `text: string`

          minLength: 1

        - `cache_control: optional BetaCacheControlEphemeral or null`

          Create a cache control breakpoint at this content block.

        - `citations: optional array of BetaTextCitationParam or null`

    - `thinking: optional BetaThinkingConfigParam`

      Configuration for Claude's thinking.

      With `{"type": "adaptive"}`, Claude decides when and how much to think. With `{"type": "enabled"}` (manual extended thinking), you set a `budget_tokens` of at least 1,024. Thinking tokens count toward your `max_tokens` limit.

      Which `type` values are accepted, and what happens when you omit `thinking`, depend on the model. See [thinking](https://platform.claude.com/docs/en/build-with-claude/thinking?sdk_languages=http#configuring-thinking) for each model's behavior.

      - `BetaThinkingConfigEnabled object`

      - `BetaThinkingConfigDisabled object`

      - `BetaThinkingConfigBetweenTools object`

      - `BetaThinkingConfigAdaptive object`

    - `tool_choice: optional BetaToolChoice`

      How the model should use the provided tools. The model can use a specific tool, any available tool, decide by itself, or not use tools at all.

      - `BetaToolChoiceAuto object`

        The model will automatically decide whether to use tools.

        - `type: "auto"`

        - `disable_parallel_tool_use: optional boolean`

          Whether to disable parallel tool use.

          Defaults to `false`. If set to `true`, the model will output at most one tool use.

      - `BetaToolChoiceAny object`

        The model will use any available tools.

        - `type: "any"`

        - `disable_parallel_tool_use: optional boolean`

          Whether to disable parallel tool use.

          Defaults to `false`. If set to `true`, the model will output exactly one tool use.

      - `BetaToolChoiceTool object`

        The model will use the specified tool with `tool_choice.name`.

        - `type: "tool"`

        - `name: string`

          The name of the tool to use.

        - `disable_parallel_tool_use: optional boolean`

          Whether to disable parallel tool use.

          Defaults to `false`. If set to `true`, the model will output exactly one tool use.

      - `BetaToolChoiceNone object`

        The model will not be allowed to use tools.

        - `type: "none"`

    - `tools: optional array of BetaToolUnion`

      Definitions of tools that the model may use.

      If you include `tools` in your API request, the model may return `tool_use` content blocks that represent the model's use of those tools. You can then run those tools using the tool input generated by the model and then optionally return results back to the model using `tool_result` content blocks.

      There are two types of tools: **client tools** and **server tools**. The behavior described below applies to client tools. For [server tools](https://platform.claude.com/docs/en/agents-and-tools/tool-use/server-tools?sdk_languages=http), see their individual documentation as each has its own behavior (e.g., the [web search tool](https://platform.claude.com/docs/en/agents-and-tools/tool-use/web-search-tool?sdk_languages=http)).

      Each tool definition includes:

      * `name`: Name of the tool.
      * `description`: Optional, but strongly-recommended description of the tool.
      * `input_schema`: [JSON schema](https://json-schema.org/draft/2020-12) for the tool `input` shape that the model will produce in `tool_use` output content blocks.

      For example, if you defined `tools` as:

      ```json
      [
        {
          "name": "get_stock_price",
          "description": "Get the current stock price for a given ticker symbol.",
          "input_schema": {
            "type": "object",
            "properties": {
              "ticker": {
                "type": "string",
                "description": "The stock ticker symbol, e.g. AAPL for Apple Inc."
              }
            },
            "required": ["ticker"]
          }
        }
      ]
      ```

      And then asked the model "What's the S&P 500 at today?", the model might produce `tool_use` content blocks in the response like this:

      ```json
      [
        {
          "type": "tool_use",
          "id": "toolu_01D7FLrfh4GYq7yT1ULFeyMV",
          "name": "get_stock_price",
          "input": { "ticker": "^GSPC" }
        }
      ]
      ```

      You might then run your `get_stock_price` tool with `{"ticker": "^GSPC"}` as an input, and return the following back to the model in a subsequent `user` message:

      ```json
      [
        {
          "type": "tool_result",
          "tool_use_id": "toolu_01D7FLrfh4GYq7yT1ULFeyMV",
          "content": "259.75 USD"
        }
      ]
      ```

      Tools can be used for workflows that include running client-side tools and functions, or more generally whenever you want the model to produce a particular JSON structure of output.

      See our [guide](https://platform.claude.com/docs/en/agents-and-tools/tool-use/overview?sdk_languages=http) for more details.

      - `BetaTool object`

      - `BetaToolBash20241022 object`

      - `BetaToolBash20250124 object`

      - `BetaCodeExecutionTool20250522 object`

      - `BetaCodeExecutionTool20250825 object`

      - `BetaCodeExecutionTool20260120 object`

        Code execution tool with REPL state persistence (daemon mode + gVisor checkpoint).

      - `BetaCodeExecutionTool20260521 object`

        Code execution tool with REPL state persistence.

      - `BetaBrowserToolset20260801 object`

        The browser toolset: a single `tools[]` entry (carrying no
        `name`) that declares the browser tool family. The model is served
        the family's tool with any members disabled via `configs` removed
        from its schema.

      - `BetaToolComputerUse20241022 object`

      - `BetaMemoryTool20250818 object`

      - `BetaToolComputerUse20250124 object`

      - `BetaToolTextEditor20241022 object`

      - `BetaToolComputerUse20251124 object`

      - `BetaComputerToolset20260801 object`

        The computer toolset: a single `tools[]` entry (carrying no
        `name`) that declares the computer tool family. The model is
        served the family's tool with any members disabled via `configs`
        removed from its schema. Every member is enabled by default, zoom
        included. The single-tool options `display_number` and
        `enable_zoom` are not fields of a toolset entry — it carries only
        `type`, `configs`, and `cache_control`; zoom is controlled
        via `configs.zoom.enabled`.

      - `BetaToolTextEditor20250124 object`

      - `BetaToolTextEditor20250429 object`

      - `BetaToolTextEditor20250728 object`

      - `BetaWebSearchTool20250305 object`

      - `BetaWebFetchTool20250910 object`

      - `BetaWebSearchTool20260209 object`

      - `BetaWebFetchTool20260209 object`

      - `BetaWebFetchTool20260309 object`

        Web fetch tool with use_cache parameter for bypassing cached content.

      - `BetaWebSearchTool20260318 object`

      - `BetaWebFetchTool20260318 object`

      - `BetaAdvisorTool20260301 object`

      - `BetaToolSearchToolBm25_20251119 object`

      - `BetaToolSearchToolRegex20251119 object`

      - `BetaMCPToolset object`

        Configuration for a group of tools from an MCP server.

        Allows configuring enabled status and defer_loading for all tools
        from an MCP server, with optional per-tool overrides.

    - `output_format: optional BetaJSONOutputFormat or null`

      **Deprecated**

      Deprecated: Use `output_config.format` instead. See [structured outputs](https://platform.claude.com/docs/en/build-with-claude/structured-outputs?sdk_languages=http)

      A schema to specify Claude's output format in responses. This parameter will be removed in a future release.

    - `temperature: optional number`

      **Deprecated**: Deprecated. Models released after Claude Opus 4.6 do not support setting temperature. A value of 1.0 will be accepted for backwards compatibility, all other values will be rejected with a 400 error.

      Amount of randomness injected into the response.

      Defaults to `1.0`. Ranges from `0.0` to `1.0`. Use `temperature` closer to `0.0` for analytical / multiple choice, and closer to `1.0` for creative and generative tasks.

      Note that even with `temperature` of `0.0`, the results will not be fully deterministic.

      minimum: 0, maximum: 1

    - `top_k: optional number`

      **Deprecated**: Deprecated. Models released after Claude Opus 4.6 do not accept top_k; any value will be rejected with a 400 error.

      Only sample from the top K options for each subsequent token.

      Used to remove "long tail" low probability responses. [Learn more technical details here](https://towardsdatascience.com/how-to-sample-from-language-models-682bceb97277).

      Recommended for advanced use cases only.

      minimum: 0

    - `top_p: optional number`

      **Deprecated**: Deprecated. Models released after Claude Opus 4.6 do not support setting top_p. A value >= 0.99 will be accepted for backwards compatibility, all other values will be rejected with a 400 error.

      Use nucleus sampling.

      In nucleus sampling, we compute the cumulative distribution over all the options for each subsequent token in decreasing probability order and cut it off once it reaches a particular probability specified by `top_p`.

      Recommended for advanced use cases only.

      minimum: 0, maximum: 1

### Returns

- `BetaMessageBatch object`

  - `type: "message_batch"`

    Object type.

    For Message Batches, this is always `"message_batch"`.

    default: message_batch

  - `id: string`

    Unique object identifier.

    The format and length of IDs may change over time.

  - `archived_at: string or null`

    RFC 3339 datetime string representing the time at which the Message Batch was archived and its results became unavailable.

    format: date-time

  - `cancel_initiated_at: string or null`

    RFC 3339 datetime string representing the time at which cancellation was initiated for the Message Batch. Specified only if cancellation was initiated.

    format: date-time

  - `created_at: string`

    RFC 3339 datetime string representing the time at which the Message Batch was created.

    format: date-time

  - `ended_at: string or null`

    RFC 3339 datetime string representing the time at which processing for the Message Batch ended. Specified only once processing ends.

    Processing ends when every request in a Message Batch has either succeeded, errored, canceled, or expired.

    format: date-time

  - `expires_at: string`

    RFC 3339 datetime string representing the time at which the Message Batch will expire and end processing, which is 24 hours after creation.

    format: date-time

  - `processing_status: "in_progress" or "canceling" or "ended"`

    Processing status of the Message Batch.

    - `"in_progress"`

    - `"canceling"`

    - `"ended"`

  - `request_counts: BetaMessageBatchRequestCounts`

    Tallies requests within the Message Batch, categorized by their status.

    Requests start as `processing` and move to one of the other statuses only once processing of the entire batch ends. The sum of all values always matches the total number of requests in the batch.

    - `canceled: number`

      Number of requests in the Message Batch that have been canceled.

      This is zero until processing of the entire Message Batch has ended.

      default: 0

    - `errored: number`

      Number of requests in the Message Batch that encountered an error.

      This is zero until processing of the entire Message Batch has ended.

      default: 0

    - `expired: number`

      Number of requests in the Message Batch that have expired.

      This is zero until processing of the entire Message Batch has ended.

      default: 0

    - `processing: number`

      Number of requests in the Message Batch that are processing.

      default: 0

    - `succeeded: number`

      Number of requests in the Message Batch that have completed successfully.

      This is zero until processing of the entire Message Batch has ended.

      default: 0

  - `results_url: string or null`

    URL to a `.jsonl` file containing the results of the Message Batch requests. Specified only once processing ends.

    Results in the file are not guaranteed to be in the same order as requests. Use the `custom_id` field to match results to requests.

### Example

```bash
curl https://api.anthropic.com/v1/messages/batches \
    -H 'Content-Type: application/json' \
    -H 'anthropic-version: 2023-06-01' \
    -H 'anthropic-beta: message-batches-2024-09-24' \
    -H "X-Api-Key: $ANTHROPIC_API_KEY" \
    -d '{
          "requests": [
            {
              "custom_id": "my-custom-id-1",
              "params": {
                "max_tokens": 1024,
                "messages": [
                  {
                    "content": "Hello, world",
                    "role": "user"
                  }
                ],
                "model": "claude-opus-5-5"
              }
            }
          ]
        }'
```

#### Response (200)

```json
{
  "id": "msgbatch_013Zva2CMHLNnXjNJJKqJ2EF",
  "archived_at": "2024-08-20T18:37:24.100435Z",
  "cancel_initiated_at": "2024-08-20T18:37:24.100435Z",
  "created_at": "2024-08-20T18:37:24.100435Z",
  "ended_at": "2024-08-20T18:37:24.100435Z",
  "expires_at": "2024-08-20T18:37:24.100435Z",
  "processing_status": "in_progress",
  "request_counts": {
    "canceled": 10,
    "errored": 30,
    "expired": 10,
    "processing": 100,
    "succeeded": 50
  },
  "results_url": "https://api.anthropic.com/v1/messages/batches/msgbatch_013Zva2CMHLNnXjNJJKqJ2EF/results",
  "type": "message_batch"
}
```

## Retrieve a Message Batch

**GET** `/v1/messages/batches/{message_batch_id}`

This endpoint is idempotent and can be used to poll for Message Batch completion. To access the results of a Message Batch, make a request to the `results_url` field in the response.

Learn more about the Message Batches API in our [user guide](https://platform.claude.com/docs/en/build-with-claude/batch-processing?sdk_languages=http)

### Path parameters

- `message_batch_id: string`

  ID of the Message Batch.

### Headers

- `"anthropic-version": optional string`

  The version of the Claude API you want to use.

  Read more about versioning and our version history [here](https://platform.claude.com/docs/en/api/versioning?sdk_languages=http).

- `"anthropic-beta": optional array of AnthropicBeta`

  Optional header to specify the beta version(s) you want to use.

  - `string`

  - `"message-batches-2024-09-24"`

  - `"prompt-caching-2024-07-31"`

  - `"computer-use-2024-10-22"`

  - `"computer-use-2025-01-24"`

  - `"pdfs-2024-09-25"`

  - `"token-counting-2024-11-01"`

  - `"token-efficient-tools-2025-02-19"`

  - `"output-128k-2025-02-19"`

  - `"files-api-2025-04-14"`

  - `"mcp-client-2025-04-04"`

  - `"mcp-client-2025-11-20"`

  - `"dev-full-thinking-2025-05-14"`

  - `"interleaved-thinking-2025-05-14"`

  - `"code-execution-2025-05-22"`

  - `"extended-cache-ttl-2025-04-11"`

  - `"context-1m-2025-08-07"`

  - `"context-management-2025-06-27"`

  - `"model-context-window-exceeded-2025-08-26"`

  - `"skills-2025-10-02"`

  - `"fast-mode-2026-02-01"`

  - `"output-300k-2026-03-24"`

  - `"user-profiles-2026-03-24"`

  - `"user-profiles-2026-08-18"`

  - `"user-profiles-2026-09-04"`

  - `"advisor-tool-2026-03-01"`

  - `"managed-agents-2026-04-01"`

  - `"cache-diagnosis-2026-04-07"`

  - `"dreaming-2026-04-21"`

  - `"thinking-token-count-2026-05-13"`

  - `"server-side-fallback-2026-06-01"`

  - `"server-side-fallback-2026-07-01"`

  - `"fallback-credit-2026-06-01"`

  - `"fallback-credit-2026-07-01"`

  - `"agent-memory-2026-07-22"`

  - `"mid-conversation-tool-changes-2026-07-01"`

  - `"compact-2026-01-12"`

  - `"computer-use-2025-11-24"`

  - `"mcp-tunnels-2026-06-22"`

  - `"structured-outputs-2025-11-13"`

  - `"task-budgets-2026-03-13"`

  - `"thinking-display-updates-2026-08-18"`

  - `"ce-user-management-2026-07-13"`

  - `"mid-conversation-output-config-2026-07-01"`

  - `"thinking-binding-controls-2026-08-01"`

  - `"mid-conversation-system-clear-at-2026-08-21"`

  - `"compact-2026-09-04"`

  - `"inline-tools-2026-09-15"`

  - `"mcp-client-2026-09-15"`

  - `"ce-plugins-2026-09-01"`

  - `"spend-limit-reads-2026-09-26"`

  - `"telemetry-destinations-2026-08-11"`

- `"anthropic-workspace-id": optional string`

  Optional header to select the Workspace for this request. The value is a Workspace ID (for example, `wrkspc_011CZkZaBF1tNoB5wlCeusgy`).

  Only needed for credentials that can act on more than one Workspace. A credential that belongs to a specific Workspace may omit it; if sent, it must match that Workspace.

### Returns

- `BetaMessageBatch object`

  - `type: "message_batch"`

    Object type.

    For Message Batches, this is always `"message_batch"`.

    default: message_batch

  - `id: string`

    Unique object identifier.

    The format and length of IDs may change over time.

  - `archived_at: string or null`

    RFC 3339 datetime string representing the time at which the Message Batch was archived and its results became unavailable.

    format: date-time

  - `cancel_initiated_at: string or null`

    RFC 3339 datetime string representing the time at which cancellation was initiated for the Message Batch. Specified only if cancellation was initiated.

    format: date-time

  - `created_at: string`

    RFC 3339 datetime string representing the time at which the Message Batch was created.

    format: date-time

  - `ended_at: string or null`

    RFC 3339 datetime string representing the time at which processing for the Message Batch ended. Specified only once processing ends.

    Processing ends when every request in a Message Batch has either succeeded, errored, canceled, or expired.

    format: date-time

  - `expires_at: string`

    RFC 3339 datetime string representing the time at which the Message Batch will expire and end processing, which is 24 hours after creation.

    format: date-time

  - `processing_status: "in_progress" or "canceling" or "ended"`

    Processing status of the Message Batch.

    - `"in_progress"`

    - `"canceling"`

    - `"ended"`

  - `request_counts: BetaMessageBatchRequestCounts`

    Tallies requests within the Message Batch, categorized by their status.

    Requests start as `processing` and move to one of the other statuses only once processing of the entire batch ends. The sum of all values always matches the total number of requests in the batch.

    - `canceled: number`

      Number of requests in the Message Batch that have been canceled.

      This is zero until processing of the entire Message Batch has ended.

      default: 0

    - `errored: number`

      Number of requests in the Message Batch that encountered an error.

      This is zero until processing of the entire Message Batch has ended.

      default: 0

    - `expired: number`

      Number of requests in the Message Batch that have expired.

      This is zero until processing of the entire Message Batch has ended.

      default: 0

    - `processing: number`

      Number of requests in the Message Batch that are processing.

      default: 0

    - `succeeded: number`

      Number of requests in the Message Batch that have completed successfully.

      This is zero until processing of the entire Message Batch has ended.

      default: 0

  - `results_url: string or null`

    URL to a `.jsonl` file containing the results of the Message Batch requests. Specified only once processing ends.

    Results in the file are not guaranteed to be in the same order as requests. Use the `custom_id` field to match results to requests.

### Example

```bash
curl https://api.anthropic.com/v1/messages/batches/$MESSAGE_BATCH_ID \
    -H 'anthropic-version: 2023-06-01' \
    -H 'anthropic-beta: message-batches-2024-09-24' \
    -H "X-Api-Key: $ANTHROPIC_API_KEY"
```

#### Response (200)

```json
{
  "id": "msgbatch_013Zva2CMHLNnXjNJJKqJ2EF",
  "archived_at": "2024-08-20T18:37:24.100435Z",
  "cancel_initiated_at": "2024-08-20T18:37:24.100435Z",
  "created_at": "2024-08-20T18:37:24.100435Z",
  "ended_at": "2024-08-20T18:37:24.100435Z",
  "expires_at": "2024-08-20T18:37:24.100435Z",
  "processing_status": "in_progress",
  "request_counts": {
    "canceled": 10,
    "errored": 30,
    "expired": 10,
    "processing": 100,
    "succeeded": 50
  },
  "results_url": "https://api.anthropic.com/v1/messages/batches/msgbatch_013Zva2CMHLNnXjNJJKqJ2EF/results",
  "type": "message_batch"
}
```

## List Message Batches

**GET** `/v1/messages/batches`

List all Message Batches within a Workspace. Most recently created batches are returned first.

Learn more about the Message Batches API in our [user guide](https://platform.claude.com/docs/en/build-with-claude/batch-processing?sdk_languages=http)

### Query parameters

- `after_id: optional string`

  ID of the object to use as a cursor for pagination. When provided, returns the page of results immediately after this object.

- `before_id: optional string`

  ID of the object to use as a cursor for pagination. When provided, returns the page of results immediately before this object.

- `limit: optional number`

  Number of items to return per page.

  Defaults to `20`. Ranges from `1` to `1000`.

  default: 20, minimum: 1, maximum: 1000

### Headers

- `"anthropic-version": optional string`

  The version of the Claude API you want to use.

  Read more about versioning and our version history [here](https://platform.claude.com/docs/en/api/versioning?sdk_languages=http).

- `"anthropic-beta": optional array of AnthropicBeta`

  Optional header to specify the beta version(s) you want to use.

  - `string`

  - `"message-batches-2024-09-24"`

  - `"prompt-caching-2024-07-31"`

  - `"computer-use-2024-10-22"`

  - `"computer-use-2025-01-24"`

  - `"pdfs-2024-09-25"`

  - `"token-counting-2024-11-01"`

  - `"token-efficient-tools-2025-02-19"`

  - `"output-128k-2025-02-19"`

  - `"files-api-2025-04-14"`

  - `"mcp-client-2025-04-04"`

  - `"mcp-client-2025-11-20"`

  - `"dev-full-thinking-2025-05-14"`

  - `"interleaved-thinking-2025-05-14"`

  - `"code-execution-2025-05-22"`

  - `"extended-cache-ttl-2025-04-11"`

  - `"context-1m-2025-08-07"`

  - `"context-management-2025-06-27"`

  - `"model-context-window-exceeded-2025-08-26"`

  - `"skills-2025-10-02"`

  - `"fast-mode-2026-02-01"`

  - `"output-300k-2026-03-24"`

  - `"user-profiles-2026-03-24"`

  - `"user-profiles-2026-08-18"`

  - `"user-profiles-2026-09-04"`

  - `"advisor-tool-2026-03-01"`

  - `"managed-agents-2026-04-01"`

  - `"cache-diagnosis-2026-04-07"`

  - `"dreaming-2026-04-21"`

  - `"thinking-token-count-2026-05-13"`

  - `"server-side-fallback-2026-06-01"`

  - `"server-side-fallback-2026-07-01"`

  - `"fallback-credit-2026-06-01"`

  - `"fallback-credit-2026-07-01"`

  - `"agent-memory-2026-07-22"`

  - `"mid-conversation-tool-changes-2026-07-01"`

  - `"compact-2026-01-12"`

  - `"computer-use-2025-11-24"`

  - `"mcp-tunnels-2026-06-22"`

  - `"structured-outputs-2025-11-13"`

  - `"task-budgets-2026-03-13"`

  - `"thinking-display-updates-2026-08-18"`

  - `"ce-user-management-2026-07-13"`

  - `"mid-conversation-output-config-2026-07-01"`

  - `"thinking-binding-controls-2026-08-01"`

  - `"mid-conversation-system-clear-at-2026-08-21"`

  - `"compact-2026-09-04"`

  - `"inline-tools-2026-09-15"`

  - `"mcp-client-2026-09-15"`

  - `"ce-plugins-2026-09-01"`

  - `"spend-limit-reads-2026-09-26"`

  - `"telemetry-destinations-2026-08-11"`

- `"anthropic-workspace-id": optional string`

  Optional header to select the Workspace for this request. The value is a Workspace ID (for example, `wrkspc_011CZkZaBF1tNoB5wlCeusgy`).

  Only needed for credentials that can act on more than one Workspace. A credential that belongs to a specific Workspace may omit it; if sent, it must match that Workspace.

### Returns

- `data: array of BetaMessageBatch`

  - `type: "message_batch"`

    Object type.

    For Message Batches, this is always `"message_batch"`.

    default: message_batch

  - `id: string`

    Unique object identifier.

    The format and length of IDs may change over time.

  - `archived_at: string or null`

    RFC 3339 datetime string representing the time at which the Message Batch was archived and its results became unavailable.

    format: date-time

  - `cancel_initiated_at: string or null`

    RFC 3339 datetime string representing the time at which cancellation was initiated for the Message Batch. Specified only if cancellation was initiated.

    format: date-time

  - `created_at: string`

    RFC 3339 datetime string representing the time at which the Message Batch was created.

    format: date-time

  - `ended_at: string or null`

    RFC 3339 datetime string representing the time at which processing for the Message Batch ended. Specified only once processing ends.

    Processing ends when every request in a Message Batch has either succeeded, errored, canceled, or expired.

    format: date-time

  - `expires_at: string`

    RFC 3339 datetime string representing the time at which the Message Batch will expire and end processing, which is 24 hours after creation.

    format: date-time

  - `processing_status: "in_progress" or "canceling" or "ended"`

    Processing status of the Message Batch.

    - `"in_progress"`

    - `"canceling"`

    - `"ended"`

  - `request_counts: BetaMessageBatchRequestCounts`

    Tallies requests within the Message Batch, categorized by their status.

    Requests start as `processing` and move to one of the other statuses only once processing of the entire batch ends. The sum of all values always matches the total number of requests in the batch.

    - `canceled: number`

      Number of requests in the Message Batch that have been canceled.

      This is zero until processing of the entire Message Batch has ended.

      default: 0

    - `errored: number`

      Number of requests in the Message Batch that encountered an error.

      This is zero until processing of the entire Message Batch has ended.

      default: 0

    - `expired: number`

      Number of requests in the Message Batch that have expired.

      This is zero until processing of the entire Message Batch has ended.

      default: 0

    - `processing: number`

      Number of requests in the Message Batch that are processing.

      default: 0

    - `succeeded: number`

      Number of requests in the Message Batch that have completed successfully.

      This is zero until processing of the entire Message Batch has ended.

      default: 0

  - `results_url: string or null`

    URL to a `.jsonl` file containing the results of the Message Batch requests. Specified only once processing ends.

    Results in the file are not guaranteed to be in the same order as requests. Use the `custom_id` field to match results to requests.

- `first_id: string or null`

  First ID in the `data` list. Can be used as the `before_id` for the previous page.

- `has_more: boolean`

  Indicates if there are more results in the requested page direction.

- `last_id: string or null`

  Last ID in the `data` list. Can be used as the `after_id` for the next page.

### Example

```bash
curl https://api.anthropic.com/v1/messages/batches \
    -H 'anthropic-version: 2023-06-01' \
    -H 'anthropic-beta: message-batches-2024-09-24' \
    -H "X-Api-Key: $ANTHROPIC_API_KEY"
```

#### Response (200)

```json
{
  "data": [
    {
      "id": "msgbatch_013Zva2CMHLNnXjNJJKqJ2EF",
      "archived_at": "2024-08-20T18:37:24.100435Z",
      "cancel_initiated_at": "2024-08-20T18:37:24.100435Z",
      "created_at": "2024-08-20T18:37:24.100435Z",
      "ended_at": "2024-08-20T18:37:24.100435Z",
      "expires_at": "2024-08-20T18:37:24.100435Z",
      "processing_status": "in_progress",
      "request_counts": {
        "canceled": 10,
        "errored": 30,
        "expired": 10,
        "processing": 100,
        "succeeded": 50
      },
      "results_url": "https://api.anthropic.com/v1/messages/batches/msgbatch_013Zva2CMHLNnXjNJJKqJ2EF/results",
      "type": "message_batch"
    }
  ],
  "first_id": "first_id",
  "has_more": true,
  "last_id": "last_id"
}
```

## Cancel a Message Batch

**POST** `/v1/messages/batches/{message_batch_id}/cancel`

Batches may be canceled any time before processing ends. Once cancellation is initiated, the batch enters a `canceling` state, at which time the system may complete any in-progress, non-interruptible requests before finalizing cancellation.

The number of canceled requests is specified in `request_counts`. To determine which requests were canceled, check the individual results within the batch. Note that cancellation may not result in any canceled requests if they were non-interruptible.

Learn more about the Message Batches API in our [user guide](https://platform.claude.com/docs/en/build-with-claude/batch-processing?sdk_languages=http)

### Path parameters

- `message_batch_id: string`

  ID of the Message Batch.

### Headers

- `"anthropic-version": optional string`

  The version of the Claude API you want to use.

  Read more about versioning and our version history [here](https://platform.claude.com/docs/en/api/versioning?sdk_languages=http).

- `"anthropic-beta": optional array of AnthropicBeta`

  Optional header to specify the beta version(s) you want to use.

  - `string`

  - `"message-batches-2024-09-24"`

  - `"prompt-caching-2024-07-31"`

  - `"computer-use-2024-10-22"`

  - `"computer-use-2025-01-24"`

  - `"pdfs-2024-09-25"`

  - `"token-counting-2024-11-01"`

  - `"token-efficient-tools-2025-02-19"`

  - `"output-128k-2025-02-19"`

  - `"files-api-2025-04-14"`

  - `"mcp-client-2025-04-04"`

  - `"mcp-client-2025-11-20"`

  - `"dev-full-thinking-2025-05-14"`

  - `"interleaved-thinking-2025-05-14"`

  - `"code-execution-2025-05-22"`

  - `"extended-cache-ttl-2025-04-11"`

  - `"context-1m-2025-08-07"`

  - `"context-management-2025-06-27"`

  - `"model-context-window-exceeded-2025-08-26"`

  - `"skills-2025-10-02"`

  - `"fast-mode-2026-02-01"`

  - `"output-300k-2026-03-24"`

  - `"user-profiles-2026-03-24"`

  - `"user-profiles-2026-08-18"`

  - `"user-profiles-2026-09-04"`

  - `"advisor-tool-2026-03-01"`

  - `"managed-agents-2026-04-01"`

  - `"cache-diagnosis-2026-04-07"`

  - `"dreaming-2026-04-21"`

  - `"thinking-token-count-2026-05-13"`

  - `"server-side-fallback-2026-06-01"`

  - `"server-side-fallback-2026-07-01"`

  - `"fallback-credit-2026-06-01"`

  - `"fallback-credit-2026-07-01"`

  - `"agent-memory-2026-07-22"`

  - `"mid-conversation-tool-changes-2026-07-01"`

  - `"compact-2026-01-12"`

  - `"computer-use-2025-11-24"`

  - `"mcp-tunnels-2026-06-22"`

  - `"structured-outputs-2025-11-13"`

  - `"task-budgets-2026-03-13"`

  - `"thinking-display-updates-2026-08-18"`

  - `"ce-user-management-2026-07-13"`

  - `"mid-conversation-output-config-2026-07-01"`

  - `"thinking-binding-controls-2026-08-01"`

  - `"mid-conversation-system-clear-at-2026-08-21"`

  - `"compact-2026-09-04"`

  - `"inline-tools-2026-09-15"`

  - `"mcp-client-2026-09-15"`

  - `"ce-plugins-2026-09-01"`

  - `"spend-limit-reads-2026-09-26"`

  - `"telemetry-destinations-2026-08-11"`

- `"anthropic-workspace-id": optional string`

  Optional header to select the Workspace for this request. The value is a Workspace ID (for example, `wrkspc_011CZkZaBF1tNoB5wlCeusgy`).

  Only needed for credentials that can act on more than one Workspace. A credential that belongs to a specific Workspace may omit it; if sent, it must match that Workspace.

### Returns

- `BetaMessageBatch object`

  - `type: "message_batch"`

    Object type.

    For Message Batches, this is always `"message_batch"`.

    default: message_batch

  - `id: string`

    Unique object identifier.

    The format and length of IDs may change over time.

  - `archived_at: string or null`

    RFC 3339 datetime string representing the time at which the Message Batch was archived and its results became unavailable.

    format: date-time

  - `cancel_initiated_at: string or null`

    RFC 3339 datetime string representing the time at which cancellation was initiated for the Message Batch. Specified only if cancellation was initiated.

    format: date-time

  - `created_at: string`

    RFC 3339 datetime string representing the time at which the Message Batch was created.

    format: date-time

  - `ended_at: string or null`

    RFC 3339 datetime string representing the time at which processing for the Message Batch ended. Specified only once processing ends.

    Processing ends when every request in a Message Batch has either succeeded, errored, canceled, or expired.

    format: date-time

  - `expires_at: string`

    RFC 3339 datetime string representing the time at which the Message Batch will expire and end processing, which is 24 hours after creation.

    format: date-time

  - `processing_status: "in_progress" or "canceling" or "ended"`

    Processing status of the Message Batch.

    - `"in_progress"`

    - `"canceling"`

    - `"ended"`

  - `request_counts: BetaMessageBatchRequestCounts`

    Tallies requests within the Message Batch, categorized by their status.

    Requests start as `processing` and move to one of the other statuses only once processing of the entire batch ends. The sum of all values always matches the total number of requests in the batch.

    - `canceled: number`

      Number of requests in the Message Batch that have been canceled.

      This is zero until processing of the entire Message Batch has ended.

      default: 0

    - `errored: number`

      Number of requests in the Message Batch that encountered an error.

      This is zero until processing of the entire Message Batch has ended.

      default: 0

    - `expired: number`

      Number of requests in the Message Batch that have expired.

      This is zero until processing of the entire Message Batch has ended.

      default: 0

    - `processing: number`

      Number of requests in the Message Batch that are processing.

      default: 0

    - `succeeded: number`

      Number of requests in the Message Batch that have completed successfully.

      This is zero until processing of the entire Message Batch has ended.

      default: 0

  - `results_url: string or null`

    URL to a `.jsonl` file containing the results of the Message Batch requests. Specified only once processing ends.

    Results in the file are not guaranteed to be in the same order as requests. Use the `custom_id` field to match results to requests.

### Example

```bash
curl https://api.anthropic.com/v1/messages/batches/$MESSAGE_BATCH_ID/cancel \
    -X POST \
    -H 'anthropic-version: 2023-06-01' \
    -H 'anthropic-beta: message-batches-2024-09-24' \
    -H "X-Api-Key: $ANTHROPIC_API_KEY"
```

#### Response (200)

```json
{
  "id": "msgbatch_013Zva2CMHLNnXjNJJKqJ2EF",
  "archived_at": "2024-08-20T18:37:24.100435Z",
  "cancel_initiated_at": "2024-08-20T18:37:24.100435Z",
  "created_at": "2024-08-20T18:37:24.100435Z",
  "ended_at": "2024-08-20T18:37:24.100435Z",
  "expires_at": "2024-08-20T18:37:24.100435Z",
  "processing_status": "in_progress",
  "request_counts": {
    "canceled": 10,
    "errored": 30,
    "expired": 10,
    "processing": 100,
    "succeeded": 50
  },
  "results_url": "https://api.anthropic.com/v1/messages/batches/msgbatch_013Zva2CMHLNnXjNJJKqJ2EF/results",
  "type": "message_batch"
}
```

## Delete a Message Batch

**DELETE** `/v1/messages/batches/{message_batch_id}`

Delete a Message Batch.

Message Batches can only be deleted once they've finished processing. If you'd like to delete an in-progress batch, you must first cancel it.

Learn more about the Message Batches API in our [user guide](https://platform.claude.com/docs/en/build-with-claude/batch-processing?sdk_languages=http)

### Path parameters

- `message_batch_id: string`

  ID of the Message Batch.

### Headers

- `"anthropic-version": optional string`

  The version of the Claude API you want to use.

  Read more about versioning and our version history [here](https://platform.claude.com/docs/en/api/versioning?sdk_languages=http).

- `"anthropic-beta": optional array of AnthropicBeta`

  Optional header to specify the beta version(s) you want to use.

  - `string`

  - `"message-batches-2024-09-24"`

  - `"prompt-caching-2024-07-31"`

  - `"computer-use-2024-10-22"`

  - `"computer-use-2025-01-24"`

  - `"pdfs-2024-09-25"`

  - `"token-counting-2024-11-01"`

  - `"token-efficient-tools-2025-02-19"`

  - `"output-128k-2025-02-19"`

  - `"files-api-2025-04-14"`

  - `"mcp-client-2025-04-04"`

  - `"mcp-client-2025-11-20"`

  - `"dev-full-thinking-2025-05-14"`

  - `"interleaved-thinking-2025-05-14"`

  - `"code-execution-2025-05-22"`

  - `"extended-cache-ttl-2025-04-11"`

  - `"context-1m-2025-08-07"`

  - `"context-management-2025-06-27"`

  - `"model-context-window-exceeded-2025-08-26"`

  - `"skills-2025-10-02"`

  - `"fast-mode-2026-02-01"`

  - `"output-300k-2026-03-24"`

  - `"user-profiles-2026-03-24"`

  - `"user-profiles-2026-08-18"`

  - `"user-profiles-2026-09-04"`

  - `"advisor-tool-2026-03-01"`

  - `"managed-agents-2026-04-01"`

  - `"cache-diagnosis-2026-04-07"`

  - `"dreaming-2026-04-21"`

  - `"thinking-token-count-2026-05-13"`

  - `"server-side-fallback-2026-06-01"`

  - `"server-side-fallback-2026-07-01"`

  - `"fallback-credit-2026-06-01"`

  - `"fallback-credit-2026-07-01"`

  - `"agent-memory-2026-07-22"`

  - `"mid-conversation-tool-changes-2026-07-01"`

  - `"compact-2026-01-12"`

  - `"computer-use-2025-11-24"`

  - `"mcp-tunnels-2026-06-22"`

  - `"structured-outputs-2025-11-13"`

  - `"task-budgets-2026-03-13"`

  - `"thinking-display-updates-2026-08-18"`

  - `"ce-user-management-2026-07-13"`

  - `"mid-conversation-output-config-2026-07-01"`

  - `"thinking-binding-controls-2026-08-01"`

  - `"mid-conversation-system-clear-at-2026-08-21"`

  - `"compact-2026-09-04"`

  - `"inline-tools-2026-09-15"`

  - `"mcp-client-2026-09-15"`

  - `"ce-plugins-2026-09-01"`

  - `"spend-limit-reads-2026-09-26"`

  - `"telemetry-destinations-2026-08-11"`

- `"anthropic-workspace-id": optional string`

  Optional header to select the Workspace for this request. The value is a Workspace ID (for example, `wrkspc_011CZkZaBF1tNoB5wlCeusgy`).

  Only needed for credentials that can act on more than one Workspace. A credential that belongs to a specific Workspace may omit it; if sent, it must match that Workspace.

### Returns

- `BetaDeletedMessageBatch object`

  - `type: "message_batch_deleted"`

    Deleted object type.

    For Message Batches, this is always `"message_batch_deleted"`.

    default: message_batch_deleted

  - `id: string`

    ID of the Message Batch.

### Example

```bash
curl https://api.anthropic.com/v1/messages/batches/$MESSAGE_BATCH_ID \
    -X DELETE \
    -H 'anthropic-version: 2023-06-01' \
    -H 'anthropic-beta: message-batches-2024-09-24' \
    -H "X-Api-Key: $ANTHROPIC_API_KEY"
```

#### Response (200)

```json
{
  "id": "msgbatch_013Zva2CMHLNnXjNJJKqJ2EF",
  "type": "message_batch_deleted"
}
```

## Retrieve Message Batch results

**GET** `/v1/messages/batches/{message_batch_id}/results`

Streams the results of a Message Batch as a `.jsonl` file.

Each line in the file is a JSON object containing the result of a single request in the Message Batch. Results are not guaranteed to be in the same order as requests. Use the `custom_id` field to match results to requests.

Learn more about the Message Batches API in our [user guide](https://platform.claude.com/docs/en/build-with-claude/batch-processing?sdk_languages=http)

### Path parameters

- `message_batch_id: string`

  ID of the Message Batch.

### Headers

- `"anthropic-version": optional string`

  The version of the Claude API you want to use.

  Read more about versioning and our version history [here](https://platform.claude.com/docs/en/api/versioning?sdk_languages=http).

- `"anthropic-beta": optional array of AnthropicBeta`

  Optional header to specify the beta version(s) you want to use.

  - `string`

  - `"message-batches-2024-09-24"`

  - `"prompt-caching-2024-07-31"`

  - `"computer-use-2024-10-22"`

  - `"computer-use-2025-01-24"`

  - `"pdfs-2024-09-25"`

  - `"token-counting-2024-11-01"`

  - `"token-efficient-tools-2025-02-19"`

  - `"output-128k-2025-02-19"`

  - `"files-api-2025-04-14"`

  - `"mcp-client-2025-04-04"`

  - `"mcp-client-2025-11-20"`

  - `"dev-full-thinking-2025-05-14"`

  - `"interleaved-thinking-2025-05-14"`

  - `"code-execution-2025-05-22"`

  - `"extended-cache-ttl-2025-04-11"`

  - `"context-1m-2025-08-07"`

  - `"context-management-2025-06-27"`

  - `"model-context-window-exceeded-2025-08-26"`

  - `"skills-2025-10-02"`

  - `"fast-mode-2026-02-01"`

  - `"output-300k-2026-03-24"`

  - `"user-profiles-2026-03-24"`

  - `"user-profiles-2026-08-18"`

  - `"user-profiles-2026-09-04"`

  - `"advisor-tool-2026-03-01"`

  - `"managed-agents-2026-04-01"`

  - `"cache-diagnosis-2026-04-07"`

  - `"dreaming-2026-04-21"`

  - `"thinking-token-count-2026-05-13"`

  - `"server-side-fallback-2026-06-01"`

  - `"server-side-fallback-2026-07-01"`

  - `"fallback-credit-2026-06-01"`

  - `"fallback-credit-2026-07-01"`

  - `"agent-memory-2026-07-22"`

  - `"mid-conversation-tool-changes-2026-07-01"`

  - `"compact-2026-01-12"`

  - `"computer-use-2025-11-24"`

  - `"mcp-tunnels-2026-06-22"`

  - `"structured-outputs-2025-11-13"`

  - `"task-budgets-2026-03-13"`

  - `"thinking-display-updates-2026-08-18"`

  - `"ce-user-management-2026-07-13"`

  - `"mid-conversation-output-config-2026-07-01"`

  - `"thinking-binding-controls-2026-08-01"`

  - `"mid-conversation-system-clear-at-2026-08-21"`

  - `"compact-2026-09-04"`

  - `"inline-tools-2026-09-15"`

  - `"mcp-client-2026-09-15"`

  - `"ce-plugins-2026-09-01"`

  - `"spend-limit-reads-2026-09-26"`

  - `"telemetry-destinations-2026-08-11"`

- `"anthropic-workspace-id": optional string`

  Optional header to select the Workspace for this request. The value is a Workspace ID (for example, `wrkspc_011CZkZaBF1tNoB5wlCeusgy`).

  Only needed for credentials that can act on more than one Workspace. A credential that belongs to a specific Workspace may omit it; if sent, it must match that Workspace.

### Returns

- `BetaMessageBatchIndividualResponse object`

  This is a single line in the response `.jsonl` file and does not represent the response as a whole.

  - `custom_id: string`

    Developer-provided ID created for each request in a Message Batch. Useful for matching results to requests, as results may be given out of request order.

    Must be unique for each request within the Message Batch.

  - `result: BetaMessageBatchResult`

    Processing result for this request.

    Contains a Message output if processing was successful, an error response if processing failed, or the reason why processing was not attempted, such as cancellation or expiration.

    - `BetaMessageBatchSucceededResult object`

      - `type: "succeeded"`

        default: succeeded

      - `message: BetaMessage`

        - `type: "message"`

          Object type.

          For Messages, this is always `"message"`.

          default: message

        - `id: string`

          Unique object identifier.

          The format and length of IDs may change over time.

        - `container: BetaContainer or null`

          Information about the container used in this request.

          This will be non-null if a container tool (e.g. code execution) was used.

          - `id: string`

            Identifier for the container used in this request

          - `expires_at: string`

            The time at which the container will expire.

            format: date-time

          - `skills: array of BetaContainerSkill or null`

            Skills loaded in the container

            - `type: "anthropic" or "custom"`

              Type of skill - either 'anthropic' (built-in) or 'custom' (user-defined)

              - `"anthropic"`

              - `"custom"`

            - `skill_id: string`

              Skill ID

              minLength: 1, maxLength: 64

            - `version: string`

              The resolved version: a skill version ID for custom skills.

              minLength: 1, maxLength: 64

        - `content: array of BetaContentBlock`

          Content generated by the model.

          This is an array of content blocks, each of which has a `type` that determines its shape.

          Example:

          ```json
          [{"type": "text", "text": "Hi, I'm Claude."}]
          ```

          If the request input `messages` ended with an `assistant` turn, then the response `content` will continue directly from that last turn. You can use this to constrain the model's output.

          For example, if the input `messages` were:

          ```json
          [
            {"role": "user", "content": "What's the Greek name for Sun? (A) Sol (B) Helios (C) Sun"},
            {"role": "assistant", "content": "The best answer is ("}
          ]
          ```

          Then the response `content` might be:

          ```json
          [{"type": "text", "text": "B)"}]
          ```

          - `BetaTextBlock object`

            - `type: "text"`

              default: text

            - `citations: array of BetaTextCitation or null`

              Citations supporting the text block.

              The type of citation returned will depend on the type of document being cited. Citing a PDF results in `page_location`, plain text results in `char_location`, and content document results in `content_block_location`.

              - `BetaCitationCharLocation object`

                - `type: "char_location"`

                  default: char_location

                - `cited_text: string`

                - `document_index: number`

                  minimum: 0

                - `document_title: string or null`

                - `end_char_index: number`

                - `file_id: string or null`

                - `start_char_index: number`

                  minimum: 0

              - `BetaCitationPageLocation object`

                - `type: "page_location"`

                  default: page_location

                - `cited_text: string`

                - `document_index: number`

                  minimum: 0

                - `document_title: string or null`

                - `end_page_number: number`

                - `file_id: string or null`

                - `start_page_number: number`

                  minimum: 1

              - `BetaCitationContentBlockLocation object`

                - `type: "content_block_location"`

                  default: content_block_location

                - `cited_text: string`

                  The full text of the cited block range, concatenated.

                  Always equals the contents of `content[start_block_index:end_block_index]` joined together. The text block is the minimal citable unit; this field is never a substring of a single block. Not counted toward output tokens, and not counted toward input tokens when sent back in subsequent turns.

                - `document_index: number`

                  minimum: 0

                - `document_title: string or null`

                - `end_block_index: number`

                  Exclusive 0-based end index of the cited block range in the source's `content` array.

                  Always greater than `start_block_index`; a single-block citation has `end_block_index = start_block_index + 1`.

                - `file_id: string or null`

                - `start_block_index: number`

                  0-based index of the first cited block in the source's `content` array.

                  minimum: 0

              - `BetaCitationsWebSearchResultLocation object`

                - `type: "web_search_result_location"`

                  default: web_search_result_location

                - `cited_text: string`

                - `encrypted_index: string`

                - `title: string or null`

                  maxLength: 512

                - `url: string`

              - `BetaCitationSearchResultLocation object`

                - `type: "search_result_location"`

                  default: search_result_location

                - `cited_text: string`

                  The full text of the cited block range, concatenated.

                  Always equals the contents of `content[start_block_index:end_block_index]` joined together. The text block is the minimal citable unit; this field is never a substring of a single block. Not counted toward output tokens, and not counted toward input tokens when sent back in subsequent turns.

                - `end_block_index: number`

                  Exclusive 0-based end index of the cited block range in the source's `content` array.

                  Always greater than `start_block_index`; a single-block citation has `end_block_index = start_block_index + 1`.

                - `search_result_index: number`

                  0-based index of the cited search result among all `search_result` content blocks in the request, in the order they appear across messages and tool results.

                  Counted separately from `document_index`; server-side web search results are not included in this count.

                  minimum: 0

                - `source: string`

                - `start_block_index: number`

                  0-based index of the first cited block in the source's `content` array.

                  minimum: 0

                - `title: string or null`

            - `text: string`

          - `BetaThinkingBlock object`

            - `type: "thinking"`

              default: thinking

            - `signature: string`

              A value used to verify that this thinking block was generated by Claude when it is passed back to the API.

              This is an opaque field and should not be interpreted or parsed. When passing thinking blocks back to the API (required when using tools with extended thinking), pass them back exactly as received, with this field intact.

              See [extended thinking](https://platform.claude.com/docs/en/build-with-claude/extended-thinking?sdk_languages=http) for details.

            - `thinking: string`

              The text of Claude's thinking process for this block.

          - `BetaRedactedThinkingBlock object`

            - `type: "redacted_thinking"`

              default: redacted_thinking

            - `data: string`

              The contents of this redacted thinking block, returned when portions of the model's thinking were safety-redacted. This field is opaque and encrypted, with no readable content.

              Pass `redacted_thinking` blocks back to the API unchanged when continuing a multi-turn conversation.

              See [extended thinking](https://platform.claude.com/docs/en/build-with-claude/extended-thinking?sdk_languages=http#redacted-thinking-blocks) for details.

          - `BetaToolUseBlock object`

            - `type: "tool_use"`

              default: tool_use

            - `id: string`

              pattern: ^[a-zA-Z0-9_-]+$

            - `input: map[unknown]`

            - `name: string`

              minLength: 1

            - `caller: optional BetaDirectCaller or BetaServerToolCaller or BetaServerToolCaller20260120`

              - `BetaDirectCaller object`

                Tool invocation directly from the model.

                - `type: "direct"`

              - `BetaServerToolCaller object`

                Tool invocation generated by a server-side tool.

                - `type: "code_execution_20250825"`

                - `tool_id: string`

                  pattern: ^srvtoolu_[a-zA-Z0-9_]+$

              - `BetaServerToolCaller20260120 object`

                - `type: "code_execution_20260120"`

                - `tool_id: string`

                  pattern: ^srvtoolu_[a-zA-Z0-9_]+$

            - `toolset_name: optional string or null`

              For a toolset member tool_use, the toolset family.

              minLength: 1, maxLength: 64, pattern: ^[a-zA-Z0-9_-]+$

          - `BetaServerToolUseBlock object`

            - `type: "server_tool_use"`

              default: server_tool_use

            - `id: string`

              pattern: ^srvtoolu_[a-zA-Z0-9_]+$

            - `input: map[unknown]`

            - `name: "advisor" or "web_search" or "web_fetch" or 5 more`

              - `"advisor"`

              - `"web_search"`

              - `"web_fetch"`

              - `"code_execution"`

              - `"bash_code_execution"`

              - `"text_editor_code_execution"`

              - `"tool_search_tool_regex"`

              - `"tool_search_tool_bm25"`

            - `caller: optional BetaDirectCaller or BetaServerToolCaller or BetaServerToolCaller20260120`

              - `BetaDirectCaller object`

                Tool invocation directly from the model.

              - `BetaServerToolCaller object`

                Tool invocation generated by a server-side tool.

              - `BetaServerToolCaller20260120 object`

          - `BetaWebSearchToolResultBlock object`

            - `type: "web_search_tool_result"`

              default: web_search_tool_result

            - `content: BetaWebSearchToolResultBlockContent`

              - `BetaWebSearchToolResultError object`

                - `type: "web_search_tool_result_error"`

                  default: web_search_tool_result_error

                - `error_code: BetaWebSearchToolResultErrorCode`

                  - `"invalid_tool_input"`

                  - `"unavailable"`

                  - `"max_uses_exceeded"`

                  - `"too_many_requests"`

                  - `"query_too_long"`

                  - `"request_too_large"`

              - `array of BetaWebSearchResultBlock`

                - `type: "web_search_result"`

                  default: web_search_result

                - `encrypted_content: string`

                - `page_age: string or null`

                - `title: string`

                - `url: string`

            - `tool_use_id: string`

              pattern: ^srvtoolu_[a-zA-Z0-9_]+$

            - `caller: optional BetaDirectCaller or BetaServerToolCaller or BetaServerToolCaller20260120`

              - `BetaDirectCaller object`

                Tool invocation directly from the model.

              - `BetaServerToolCaller object`

                Tool invocation generated by a server-side tool.

              - `BetaServerToolCaller20260120 object`

          - `BetaWebFetchToolResultBlock object`

            - `type: "web_fetch_tool_result"`

              default: web_fetch_tool_result

            - `content: BetaWebFetchToolResultErrorBlock or BetaWebFetchBlock`

              - `BetaWebFetchToolResultErrorBlock object`

                - `type: "web_fetch_tool_result_error"`

                  default: web_fetch_tool_result_error

                - `error_code: BetaWebFetchToolResultErrorCode`

                  - `"invalid_tool_input"`

                  - `"url_too_long"`

                  - `"url_not_allowed"`

                  - `"url_not_in_prior_context"`

                  - `"url_not_accessible"`

                  - `"unsupported_content_type"`

                  - `"too_many_requests"`

                  - `"max_uses_exceeded"`

                  - `"unavailable"`

                  - `"content_too_large"`

              - `BetaWebFetchBlock object`

                - `type: "web_fetch_result"`

                  default: web_fetch_result

                - `content: BetaDocumentBlock`

                  - `type: "document"`

                    default: document

                  - `citations: BetaCitationConfig or null`

                    Citation configuration for the document

                    - `enabled: boolean`

                      default: false

                  - `source: BetaBase64PDFSource or BetaPlainTextSource`

                    - `BetaBase64PDFSource object`

                      - `type: "base64"`

                      - `data: string`

                        format: byte

                      - `media_type: "application/pdf"`

                    - `BetaPlainTextSource object`

                      - `type: "text"`

                      - `data: string`

                      - `media_type: "text/plain"`

                  - `title: string or null`

                    The title of the document

                - `retrieved_at: string or null`

                  ISO 8601 timestamp when the content was retrieved

                - `url: string`

                  Fetched content URL

            - `tool_use_id: string`

              pattern: ^srvtoolu_[a-zA-Z0-9_]+$

            - `caller: optional BetaDirectCaller or BetaServerToolCaller or BetaServerToolCaller20260120`

              - `BetaDirectCaller object`

                Tool invocation directly from the model.

              - `BetaServerToolCaller object`

                Tool invocation generated by a server-side tool.

              - `BetaServerToolCaller20260120 object`

          - `BetaAdvisorToolResultBlock object`

            - `type: "advisor_tool_result"`

              default: advisor_tool_result

            - `content: BetaAdvisorToolResultError or BetaAdvisorResultBlock or BetaAdvisorRedactedResultBlock`

              - `BetaAdvisorToolResultError object`

                - `type: "advisor_tool_result_error"`

                  default: advisor_tool_result_error

                - `error_code: "max_uses_exceeded" or "prompt_too_long" or "too_many_requests" or 4 more`

                  - `"max_uses_exceeded"`

                  - `"prompt_too_long"`

                  - `"too_many_requests"`

                  - `"overloaded"`

                  - `"unavailable"`

                  - `"execution_time_exceeded"`

                  - `"model_not_found"`

              - `BetaAdvisorResultBlock object`

                - `type: "advisor_result"`

                  default: advisor_result

                - `stop_reason: string or null`

                  The advisor sub-inference's stop reason (same values as the top-level message `stop_reason`). `max_tokens` indicates the advisor's output was truncated at the tool's `max_tokens` value or the advisor model's policy cap.

                - `text: string`

              - `BetaAdvisorRedactedResultBlock object`

                - `type: "advisor_redacted_result"`

                  default: advisor_redacted_result

                - `encrypted_content: string`

                  Opaque blob containing the advisor's output. Round-trip verbatim; do not inspect or modify.

                - `stop_reason: string or null`

                  The advisor sub-inference's stop reason (same values as the top-level message `stop_reason`).

            - `tool_use_id: string`

              pattern: ^srvtoolu_[a-zA-Z0-9_]+$

          - `BetaCodeExecutionToolResultBlock object`

            - `type: "code_execution_tool_result"`

              default: code_execution_tool_result

            - `content: BetaCodeExecutionToolResultBlockContent`

              - `BetaCodeExecutionToolResultError object`

                - `type: "code_execution_tool_result_error"`

                  default: code_execution_tool_result_error

                - `error_code: BetaCodeExecutionToolResultErrorCode`

                  - `"invalid_tool_input"`

                  - `"unavailable"`

                  - `"too_many_requests"`

                  - `"execution_time_exceeded"`

              - `BetaCodeExecutionResultBlock object`

                - `type: "code_execution_result"`

                  default: code_execution_result

                - `content: array of BetaCodeExecutionOutputBlock`

                  - `type: "code_execution_output"`

                    default: code_execution_output

                  - `file_id: string`

                - `return_code: number`

                - `stderr: string`

                - `stdout: string`

              - `BetaEncryptedCodeExecutionResultBlock object`

                Code execution result with encrypted stdout for PFC + web_search results.

                - `type: "encrypted_code_execution_result"`

                  default: encrypted_code_execution_result

                - `content: array of BetaCodeExecutionOutputBlock`

                  - `type: "code_execution_output"`

                    default: code_execution_output

                  - `file_id: string`

                - `encrypted_stdout: string`

                - `return_code: number`

                - `stderr: string`

            - `tool_use_id: string`

              pattern: ^srvtoolu_[a-zA-Z0-9_]+$

          - `BetaBashCodeExecutionToolResultBlock object`

            - `type: "bash_code_execution_tool_result"`

              default: bash_code_execution_tool_result

            - `content: BetaBashCodeExecutionToolResultError or BetaBashCodeExecutionResultBlock`

              - `BetaBashCodeExecutionToolResultError object`

                - `type: "bash_code_execution_tool_result_error"`

                  default: bash_code_execution_tool_result_error

                - `error_code: "invalid_tool_input" or "unavailable" or "too_many_requests" or 2 more`

                  - `"invalid_tool_input"`

                  - `"unavailable"`

                  - `"too_many_requests"`

                  - `"execution_time_exceeded"`

                  - `"output_file_too_large"`

              - `BetaBashCodeExecutionResultBlock object`

                - `type: "bash_code_execution_result"`

                  default: bash_code_execution_result

                - `content: array of BetaBashCodeExecutionOutputBlock`

                  - `type: "bash_code_execution_output"`

                    default: bash_code_execution_output

                  - `file_id: string`

                - `return_code: number`

                - `stderr: string`

                - `stdout: string`

            - `tool_use_id: string`

              pattern: ^srvtoolu_[a-zA-Z0-9_]+$

          - `BetaTextEditorCodeExecutionToolResultBlock object`

            - `type: "text_editor_code_execution_tool_result"`

              default: text_editor_code_execution_tool_result

            - `content: BetaTextEditorCodeExecutionToolResultError or BetaTextEditorCodeExecutionViewResultBlock or BetaTextEditorCodeExecutionCreateResultBlock or BetaTextEditorCodeExecutionStrReplaceResultBlock`

              - `BetaTextEditorCodeExecutionToolResultError object`

                - `type: "text_editor_code_execution_tool_result_error"`

                  default: text_editor_code_execution_tool_result_error

                - `error_code: "invalid_tool_input" or "unavailable" or "too_many_requests" or 2 more`

                  - `"invalid_tool_input"`

                  - `"unavailable"`

                  - `"too_many_requests"`

                  - `"execution_time_exceeded"`

                  - `"file_not_found"`

                - `error_message: string or null`

              - `BetaTextEditorCodeExecutionViewResultBlock object`

                - `type: "text_editor_code_execution_view_result"`

                  default: text_editor_code_execution_view_result

                - `content: string`

                - `file_type: "text" or "image" or "pdf"`

                  - `"text"`

                  - `"image"`

                  - `"pdf"`

                - `num_lines: number or null`

                - `start_line: number or null`

                - `total_lines: number or null`

              - `BetaTextEditorCodeExecutionCreateResultBlock object`

                - `type: "text_editor_code_execution_create_result"`

                  default: text_editor_code_execution_create_result

                - `is_file_update: boolean`

              - `BetaTextEditorCodeExecutionStrReplaceResultBlock object`

                - `type: "text_editor_code_execution_str_replace_result"`

                  default: text_editor_code_execution_str_replace_result

                - `lines: array of string or null`

                - `new_lines: number or null`

                - `new_start: number or null`

                - `old_lines: number or null`

                - `old_start: number or null`

            - `tool_use_id: string`

              pattern: ^srvtoolu_[a-zA-Z0-9_]+$

          - `BetaToolSearchToolResultBlock object`

            - `type: "tool_search_tool_result"`

              default: tool_search_tool_result

            - `content: BetaToolSearchToolResultError or BetaToolSearchToolSearchResultBlock`

              - `BetaToolSearchToolResultError object`

                - `type: "tool_search_tool_result_error"`

                  default: tool_search_tool_result_error

                - `error_code: "invalid_tool_input" or "unavailable" or "too_many_requests" or "execution_time_exceeded"`

                  - `"invalid_tool_input"`

                  - `"unavailable"`

                  - `"too_many_requests"`

                  - `"execution_time_exceeded"`

                - `error_message: string or null`

              - `BetaToolSearchToolSearchResultBlock object`

                - `type: "tool_search_tool_search_result"`

                  default: tool_search_tool_search_result

                - `tool_references: array of BetaToolReferenceBlock`

                  - `type: "tool_reference"`

                    default: tool_reference

                  - `tool_name: string`

                    minLength: 1, maxLength: 256, pattern: ^[a-zA-Z0-9_-]{1,256}$

            - `tool_use_id: string`

              pattern: ^srvtoolu_[a-zA-Z0-9_]+$

          - `BetaMCPToolUseBlock object`

            - `type: "mcp_tool_use"`

              default: mcp_tool_use

            - `id: string`

              pattern: ^[a-zA-Z0-9_-]+$

            - `input: map[unknown]`

            - `name: string`

              The name of the MCP tool

            - `server_name: string`

              The name of the MCP server

          - `BetaMCPToolResultBlock object`

            - `type: "mcp_tool_result"`

              default: mcp_tool_result

            - `content: string or array of BetaTextBlock`

              - `string`

              - `BetaMCPToolResultBlockContent = array of BetaTextBlock`

                - `type: "text"`

                  default: text

                - `citations: array of BetaTextCitation or null`

                  Citations supporting the text block.

                  The type of citation returned will depend on the type of document being cited. Citing a PDF results in `page_location`, plain text results in `char_location`, and content document results in `content_block_location`.

                - `text: string`

            - `is_error: boolean`

              default: false

            - `tool_use_id: string`

              pattern: ^[a-zA-Z0-9_-]+$

          - `BetaContainerUploadBlock object`

            Response model for a file uploaded to the container.

            - `type: "container_upload"`

              default: container_upload

            - `file_id: string`

          - `BetaCompactionBlock object`

            A compaction block returned when autocompact is triggered.

            When content is None, it indicates the compaction failed to produce a valid
            summary (e.g., malformed output from the model). Clients may round-trip
            compaction blocks with null content; the server treats them as no-ops.

            - `type: "compaction"`

              default: compaction

            - `content: string or null`

              Summary of compacted content, or null if compaction failed

            - `encrypted_content: string or null`

              Opaque metadata from prior compaction, to be round-tripped verbatim

            - `signature: optional string or null`

              Signature over the summary, to be sent back with the block verbatim

            - `tool_changes: optional array of BetaResponseToolAdditionBlock or BetaResponseToolRemovalBlock or null`

              The tool changes of the compacted range: the `tool_addition` and `tool_removal` blocks that take the request's `tools` to the tool set in effect at the end of the range, or `[]` when the range changed no tool. Absent when the server did not compute them. Send the block back unchanged.

              - `BetaResponseToolAdditionBlock object`

                An entry of a `compaction` block's `tool_changes`: a tool the
                compacted range made available, as a reference to a `tools` entry or
                MCP toolset, or as the tool definition in effect at the end of the
                range, by value. Send it back unchanged.

                - `type: "tool_addition"`

                  default: tool_addition

                - `tool: BetaResponseToolChangeToolReference or BetaResponseToolChangeMCPToolReference or BetaResponseToolChangeMCPToolsetReference or BetaToolChangeToolDefinition`

                  The tool made available: a reference to a `tools` entry or MCP toolset, or a `tool_definition` carrying the definition by value.

                  - `BetaResponseToolChangeToolReference object`

                    Reference to a single tool, by the name the model uses to call it, as
                    a `compaction` block's `tool_changes` entry reports it: a tool
                    declared in `tools` or defined by an earlier `tool_addition` block.
                    Send it back unchanged with the block.

                    - `type: "tool_reference"`

                      default: tool_reference

                    - `name: string`

                  - `BetaResponseToolChangeMCPToolReference object`

                    Reference to a single MCP tool, by its server and its name on that
                    server, as a `compaction` block's `tool_changes` entry reports it.
                    Send it back unchanged with the block.

                    - `type: "mcp_tool_reference"`

                      default: mcp_tool_reference

                    - `name: string`

                    - `server_name: string`

                  - `BetaResponseToolChangeMCPToolsetReference object`

                    Reference to every tool in the named MCP server's toolset, as a
                    `compaction` block's `tool_changes` entry reports it. Send it back
                    unchanged with the block.

                    - `type: "mcp_toolset_reference"`

                      default: mcp_toolset_reference

                    - `server_name: string`

                  - `BetaToolChangeToolDefinition object`

                    A tool defined by value, as a `compaction` block's `tool_changes` entry
                    reports it: `definition` is the tool's definition as it was sent, in the
                    form of a `tools` entry, without `cache_control`. Send it back unchanged
                    with the block.

                    - `type: "tool_definition"`

                      default: tool_definition

                    - `definition: BetaResponseToolUnion`

                      - `BetaResponseTool object`

                        A custom tool definition, as sent.

                        - `type: optional "custom" or null`

                        - `input_schema: BetaResponseToolInputSchema`

                          [JSON schema](https://json-schema.org/draft/2020-12) for this tool's input.

                          This defines the shape of the `input` that your tool accepts and that the model will produce.

                          - `type: "object"`

                          - `properties: optional map[unknown] or null`

                          - `required: optional array of string or null`

                        - `name: string`

                          Name of the tool.

                          This is how the tool will be called by the model and in `tool_use` blocks.

                          minLength: 1, maxLength: 128, pattern: ^[a-zA-Z0-9_-]{1,128}$

                        - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                          - `"direct"`

                          - `"code_execution_20250825"`

                          - `"code_execution_20260120"`

                          - `"code_execution_20260521"`

                        - `defer_loading: optional boolean`

                          If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                        - `description: optional string`

                          Description of what this tool does.

                          Tool descriptions should be as detailed as possible. The more information that the model has about what the tool is and how to use it, the better it will perform. You can use natural language descriptions to reinforce important aspects of the tool input JSON schema.

                        - `eager_input_streaming: optional boolean or null`

                          Enable eager input streaming for this tool. When true, tool input parameters will be streamed incrementally as they are generated, and types will be inferred on-the-fly rather than buffering the full JSON output. When false, streaming is disabled for this tool even if the fine-grained-tool-streaming beta is active. When null (default), uses the default behavior based on beta headers.

                        - `input_examples: optional array of map[unknown]`

                        - `strict: optional boolean`

                          When true, guarantees schema validation on tool names and inputs

                      - `BetaToolBash20241022 object`

                        - `type: "bash_20241022"`

                        - `name: "bash"`

                          Name of the tool.

                          This is how the tool will be called by the model and in `tool_use` blocks.

                        - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                          - `"direct"`

                          - `"code_execution_20250825"`

                          - `"code_execution_20260120"`

                          - `"code_execution_20260521"`

                        - `cache_control: optional BetaCacheControlEphemeral or null`

                          Create a cache control breakpoint at this content block.

                          - `type: "ephemeral"`

                          - `ttl: optional "5m" or "1h"`

                            The time-to-live for the cache control breakpoint.

                            This may be one the following values:

                            - `5m`: 5 minutes
                            - `1h`: 1 hour

                            Defaults to `5m`. See [prompt caching pricing](https://platform.claude.com/docs/en/build-with-claude/prompt-caching?sdk_languages=http) for details.

                            - `"5m"`

                            - `"1h"`

                        - `defer_loading: optional boolean`

                          If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                        - `input_examples: optional array of map[unknown]`

                        - `strict: optional boolean`

                          When true, guarantees schema validation on tool names and inputs

                      - `BetaToolBash20250124 object`

                        - `type: "bash_20250124"`

                        - `name: "bash"`

                          Name of the tool.

                          This is how the tool will be called by the model and in `tool_use` blocks.

                        - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                          - `"direct"`

                          - `"code_execution_20250825"`

                          - `"code_execution_20260120"`

                          - `"code_execution_20260521"`

                        - `cache_control: optional BetaCacheControlEphemeral or null`

                          Create a cache control breakpoint at this content block.

                        - `defer_loading: optional boolean`

                          If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                        - `input_examples: optional array of map[unknown]`

                        - `strict: optional boolean`

                          When true, guarantees schema validation on tool names and inputs

                      - `BetaCodeExecutionTool20250522 object`

                        - `type: "code_execution_20250522"`

                        - `name: "code_execution"`

                          Name of the tool.

                          This is how the tool will be called by the model and in `tool_use` blocks.

                        - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                          - `"direct"`

                          - `"code_execution_20250825"`

                          - `"code_execution_20260120"`

                          - `"code_execution_20260521"`

                        - `cache_control: optional BetaCacheControlEphemeral or null`

                          Create a cache control breakpoint at this content block.

                        - `defer_loading: optional boolean`

                          If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                        - `strict: optional boolean`

                          When true, guarantees schema validation on tool names and inputs

                      - `BetaCodeExecutionTool20250825 object`

                        - `type: "code_execution_20250825"`

                        - `name: "code_execution"`

                          Name of the tool.

                          This is how the tool will be called by the model and in `tool_use` blocks.

                        - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                          - `"direct"`

                          - `"code_execution_20250825"`

                          - `"code_execution_20260120"`

                          - `"code_execution_20260521"`

                        - `cache_control: optional BetaCacheControlEphemeral or null`

                          Create a cache control breakpoint at this content block.

                        - `defer_loading: optional boolean`

                          If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                        - `strict: optional boolean`

                          When true, guarantees schema validation on tool names and inputs

                      - `BetaCodeExecutionTool20260120 object`

                        Code execution tool with REPL state persistence (daemon mode + gVisor checkpoint).

                        - `type: "code_execution_20260120"`

                        - `name: "code_execution"`

                          Name of the tool.

                          This is how the tool will be called by the model and in `tool_use` blocks.

                        - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                          - `"direct"`

                          - `"code_execution_20250825"`

                          - `"code_execution_20260120"`

                          - `"code_execution_20260521"`

                        - `cache_control: optional BetaCacheControlEphemeral or null`

                          Create a cache control breakpoint at this content block.

                        - `defer_loading: optional boolean`

                          If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                        - `strict: optional boolean`

                          When true, guarantees schema validation on tool names and inputs

                      - `BetaCodeExecutionTool20260521 object`

                        Code execution tool with REPL state persistence.

                        - `type: "code_execution_20260521"`

                        - `name: "code_execution"`

                          Name of the tool.

                          This is how the tool will be called by the model and in `tool_use` blocks.

                        - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                          - `"direct"`

                          - `"code_execution_20250825"`

                          - `"code_execution_20260120"`

                          - `"code_execution_20260521"`

                        - `cache_control: optional BetaCacheControlEphemeral or null`

                          Create a cache control breakpoint at this content block.

                        - `defer_loading: optional boolean`

                          If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                        - `strict: optional boolean`

                          When true, guarantees schema validation on tool names and inputs

                      - `BetaBrowserToolset20260801 object`

                        The browser toolset: a single `tools[]` entry (carrying no
                        `name`) that declares the browser tool family. The model is served
                        the family's tool with any members disabled via `configs` removed
                        from its schema.

                        - `type: "browser_toolset_20260801"`

                        - `cache_control: optional BetaCacheControlEphemeral or null`

                          Create a cache control breakpoint at this content block.

                        - `configs: optional BetaBrowserToolsetConfigs or null`

                          Sparse per-member overrides, keyed by member name. Absent, null, and {} are equivalent; a member's defaults apply wherever its key is absent.

                          - `type: optional BetaBrowserTypeConfig or null`

                            `type`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `close_tab: optional BetaBrowserCloseTabConfig or null`

                            `close_tab`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `double_click: optional BetaBrowserDoubleClickConfig or null`

                            `double_click`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `file_upload: optional BetaBrowserFileUploadConfig or null`

                            `file_upload`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `find: optional BetaBrowserFindConfig or null`

                            `find`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `form_input: optional BetaBrowserFormInputConfig or null`

                            `form_input`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `get_page_text: optional BetaBrowserGetPageTextConfig or null`

                            `get_page_text`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `hold_key: optional BetaBrowserHoldKeyConfig or null`

                            `hold_key`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `hover: optional BetaBrowserHoverConfig or null`

                            `hover`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `javascript_exec: optional BetaBrowserJavascriptExecConfig or null`

                            `javascript_exec`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `key: optional BetaBrowserKeyConfig or null`

                            `key`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `left_click: optional BetaBrowserLeftClickConfig or null`

                            `left_click`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `left_click_drag: optional BetaBrowserLeftClickDragConfig or null`

                            `left_click_drag`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `left_mouse_down: optional BetaBrowserLeftMouseDownConfig or null`

                            `left_mouse_down`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `left_mouse_up: optional BetaBrowserLeftMouseUpConfig or null`

                            `left_mouse_up`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `list_tabs: optional BetaBrowserListTabsConfig or null`

                            `list_tabs`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `middle_click: optional BetaBrowserMiddleClickConfig or null`

                            `middle_click`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `mouse_move: optional BetaBrowserMouseMoveConfig or null`

                            `mouse_move`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `navigate: optional BetaBrowserNavigateConfig or null`

                            `navigate`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `new_tab: optional BetaBrowserNewTabConfig or null`

                            `new_tab`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `read_console: optional BetaBrowserReadConsoleConfig or null`

                            `read_console`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `read_network: optional BetaBrowserReadNetworkConfig or null`

                            `read_network`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `read_page: optional BetaBrowserReadPageConfig or null`

                            `read_page`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `right_click: optional BetaBrowserRightClickConfig or null`

                            `right_click`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `screenshot: optional BetaBrowserScreenshotConfig or null`

                            `screenshot`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `scroll: optional BetaBrowserScrollConfig or null`

                            `scroll`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `scroll_to: optional BetaBrowserScrollToConfig or null`

                            `scroll_to`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `switch_tab: optional BetaBrowserSwitchTabConfig or null`

                            `switch_tab`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `triple_click: optional BetaBrowserTripleClickConfig or null`

                            `triple_click`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `wait: optional BetaBrowserWaitConfig or null`

                            `wait`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `zoom: optional BetaBrowserZoomConfig or null`

                            `zoom`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                      - `BetaToolComputerUse20241022 object`

                        - `type: "computer_20241022"`

                        - `display_height_px: number`

                          The height of the display in pixels.

                          minimum: 1

                        - `display_width_px: number`

                          The width of the display in pixels.

                          minimum: 1

                        - `name: "computer"`

                          Name of the tool.

                          This is how the tool will be called by the model and in `tool_use` blocks.

                        - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                          - `"direct"`

                          - `"code_execution_20250825"`

                          - `"code_execution_20260120"`

                          - `"code_execution_20260521"`

                        - `cache_control: optional BetaCacheControlEphemeral or null`

                          Create a cache control breakpoint at this content block.

                        - `defer_loading: optional boolean`

                          If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                        - `display_number: optional number or null`

                          The X11 display number (e.g. 0, 1) for the display.

                          minimum: 0

                        - `input_examples: optional array of map[unknown]`

                        - `strict: optional boolean`

                          When true, guarantees schema validation on tool names and inputs

                      - `BetaMemoryTool20250818 object`

                        - `type: "memory_20250818"`

                        - `name: "memory"`

                          Name of the tool.

                          This is how the tool will be called by the model and in `tool_use` blocks.

                        - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                          - `"direct"`

                          - `"code_execution_20250825"`

                          - `"code_execution_20260120"`

                          - `"code_execution_20260521"`

                        - `cache_control: optional BetaCacheControlEphemeral or null`

                          Create a cache control breakpoint at this content block.

                        - `defer_loading: optional boolean`

                          If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                        - `input_examples: optional array of map[unknown]`

                        - `strict: optional boolean`

                          When true, guarantees schema validation on tool names and inputs

                      - `BetaToolComputerUse20250124 object`

                        - `type: "computer_20250124"`

                        - `display_height_px: number`

                          The height of the display in pixels.

                          minimum: 1

                        - `display_width_px: number`

                          The width of the display in pixels.

                          minimum: 1

                        - `name: "computer"`

                          Name of the tool.

                          This is how the tool will be called by the model and in `tool_use` blocks.

                        - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                          - `"direct"`

                          - `"code_execution_20250825"`

                          - `"code_execution_20260120"`

                          - `"code_execution_20260521"`

                        - `cache_control: optional BetaCacheControlEphemeral or null`

                          Create a cache control breakpoint at this content block.

                        - `defer_loading: optional boolean`

                          If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                        - `display_number: optional number or null`

                          The X11 display number (e.g. 0, 1) for the display.

                          minimum: 0

                        - `input_examples: optional array of map[unknown]`

                        - `strict: optional boolean`

                          When true, guarantees schema validation on tool names and inputs

                      - `BetaToolTextEditor20241022 object`

                        - `type: "text_editor_20241022"`

                        - `name: "str_replace_editor"`

                          Name of the tool.

                          This is how the tool will be called by the model and in `tool_use` blocks.

                        - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                          - `"direct"`

                          - `"code_execution_20250825"`

                          - `"code_execution_20260120"`

                          - `"code_execution_20260521"`

                        - `cache_control: optional BetaCacheControlEphemeral or null`

                          Create a cache control breakpoint at this content block.

                        - `defer_loading: optional boolean`

                          If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                        - `input_examples: optional array of map[unknown]`

                        - `strict: optional boolean`

                          When true, guarantees schema validation on tool names and inputs

                      - `BetaToolComputerUse20251124 object`

                        - `type: "computer_20251124"`

                        - `display_height_px: number`

                          The height of the display in pixels.

                          minimum: 1

                        - `display_width_px: number`

                          The width of the display in pixels.

                          minimum: 1

                        - `name: "computer"`

                          Name of the tool.

                          This is how the tool will be called by the model and in `tool_use` blocks.

                        - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                          - `"direct"`

                          - `"code_execution_20250825"`

                          - `"code_execution_20260120"`

                          - `"code_execution_20260521"`

                        - `cache_control: optional BetaCacheControlEphemeral or null`

                          Create a cache control breakpoint at this content block.

                        - `defer_loading: optional boolean`

                          If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                        - `display_number: optional number or null`

                          The X11 display number (e.g. 0, 1) for the display.

                          minimum: 0

                        - `enable_zoom: optional boolean`

                          Whether to enable an action to take a zoomed-in screenshot of the screen.

                        - `input_examples: optional array of map[unknown]`

                        - `strict: optional boolean`

                          When true, guarantees schema validation on tool names and inputs

                      - `BetaComputerToolset20260801 object`

                        The computer toolset: a single `tools[]` entry (carrying no
                        `name`) that declares the computer tool family. The model is
                        served the family's tool with any members disabled via `configs`
                        removed from its schema. Every member is enabled by default, zoom
                        included. The single-tool options `display_number` and
                        `enable_zoom` are not fields of a toolset entry — it carries only
                        `type`, `configs`, and `cache_control`; zoom is controlled
                        via `configs.zoom.enabled`.

                        - `type: "computer_toolset_20260801"`

                        - `cache_control: optional BetaCacheControlEphemeral or null`

                          Create a cache control breakpoint at this content block.

                        - `configs: optional BetaComputerToolsetConfigs or null`

                          Sparse per-member overrides, keyed by member name. Absent, null, and {} are equivalent; a member's defaults apply wherever its key is absent.

                          - `type: optional BetaComputerTypeConfig or null`

                            `type`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `cursor_position: optional BetaComputerCursorPositionConfig or null`

                            `cursor_position`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `double_click: optional BetaComputerDoubleClickConfig or null`

                            `double_click`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `hold_key: optional BetaComputerHoldKeyConfig or null`

                            `hold_key`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `key: optional BetaComputerKeyConfig or null`

                            `key`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `left_click: optional BetaComputerLeftClickConfig or null`

                            `left_click`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `left_click_drag: optional BetaComputerLeftClickDragConfig or null`

                            `left_click_drag`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `left_mouse_down: optional BetaComputerLeftMouseDownConfig or null`

                            `left_mouse_down`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `left_mouse_up: optional BetaComputerLeftMouseUpConfig or null`

                            `left_mouse_up`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `middle_click: optional BetaComputerMiddleClickConfig or null`

                            `middle_click`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `mouse_move: optional BetaComputerMouseMoveConfig or null`

                            `mouse_move`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `right_click: optional BetaComputerRightClickConfig or null`

                            `right_click`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `screenshot: optional BetaComputerScreenshotConfig or null`

                            `screenshot`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `scroll: optional BetaComputerScrollConfig or null`

                            `scroll`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `triple_click: optional BetaComputerTripleClickConfig or null`

                            `triple_click`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `wait: optional BetaComputerWaitConfig or null`

                            `wait`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `zoom: optional BetaComputerZoomConfig or null`

                            `zoom`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                      - `BetaToolTextEditor20250124 object`

                        - `type: "text_editor_20250124"`

                        - `name: "str_replace_editor"`

                          Name of the tool.

                          This is how the tool will be called by the model and in `tool_use` blocks.

                        - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                          - `"direct"`

                          - `"code_execution_20250825"`

                          - `"code_execution_20260120"`

                          - `"code_execution_20260521"`

                        - `cache_control: optional BetaCacheControlEphemeral or null`

                          Create a cache control breakpoint at this content block.

                        - `defer_loading: optional boolean`

                          If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                        - `input_examples: optional array of map[unknown]`

                        - `strict: optional boolean`

                          When true, guarantees schema validation on tool names and inputs

                      - `BetaToolTextEditor20250429 object`

                        - `type: "text_editor_20250429"`

                        - `name: "str_replace_based_edit_tool"`

                          Name of the tool.

                          This is how the tool will be called by the model and in `tool_use` blocks.

                        - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                          - `"direct"`

                          - `"code_execution_20250825"`

                          - `"code_execution_20260120"`

                          - `"code_execution_20260521"`

                        - `cache_control: optional BetaCacheControlEphemeral or null`

                          Create a cache control breakpoint at this content block.

                        - `defer_loading: optional boolean`

                          If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                        - `input_examples: optional array of map[unknown]`

                        - `strict: optional boolean`

                          When true, guarantees schema validation on tool names and inputs

                      - `BetaToolTextEditor20250728 object`

                        - `type: "text_editor_20250728"`

                        - `name: "str_replace_based_edit_tool"`

                          Name of the tool.

                          This is how the tool will be called by the model and in `tool_use` blocks.

                        - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                          - `"direct"`

                          - `"code_execution_20250825"`

                          - `"code_execution_20260120"`

                          - `"code_execution_20260521"`

                        - `cache_control: optional BetaCacheControlEphemeral or null`

                          Create a cache control breakpoint at this content block.

                        - `defer_loading: optional boolean`

                          If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                        - `input_examples: optional array of map[unknown]`

                        - `max_characters: optional number or null`

                          Maximum number of characters to display when viewing a file. If not specified, defaults to displaying the full file.

                          minimum: 1

                        - `strict: optional boolean`

                          When true, guarantees schema validation on tool names and inputs

                      - `BetaWebSearchTool20250305 object`

                        - `type: "web_search_20250305"`

                        - `name: "web_search"`

                          Name of the tool.

                          This is how the tool will be called by the model and in `tool_use` blocks.

                        - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                          - `"direct"`

                          - `"code_execution_20250825"`

                          - `"code_execution_20260120"`

                          - `"code_execution_20260521"`

                        - `allowed_domains: optional array of string or null`

                          If provided, only these domains will be included in results. Cannot be used alongside `blocked_domains`.

                        - `blocked_domains: optional array of string or null`

                          If provided, these domains will never appear in results. Cannot be used alongside `allowed_domains`.

                        - `cache_control: optional BetaCacheControlEphemeral or null`

                          Create a cache control breakpoint at this content block.

                        - `defer_loading: optional boolean`

                          If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                        - `max_uses: optional number or null`

                          Maximum number of times the tool can be used in the API request.

                          minimum: 1

                        - `strict: optional boolean`

                          When true, guarantees schema validation on tool names and inputs

                        - `user_location: optional BetaUserLocation or null`

                          Parameters for the user's location. Used to provide more relevant search results.

                          - `type: "approximate"`

                          - `city: optional string or null`

                            The city of the user.

                            minLength: 1, maxLength: 255

                          - `country: optional string or null`

                            The two letter [ISO country code](https://en.wikipedia.org/wiki/ISO_3166-1_alpha-2) of the user.

                            minLength: 2, maxLength: 2

                          - `region: optional string or null`

                            The region of the user.

                            minLength: 1, maxLength: 255

                          - `timezone: optional string or null`

                            The [IANA timezone](https://nodatime.org/TimeZones) of the user.

                            minLength: 1, maxLength: 255

                      - `BetaWebFetchTool20250910 object`

                        - `type: "web_fetch_20250910"`

                        - `name: "web_fetch"`

                          Name of the tool.

                          This is how the tool will be called by the model and in `tool_use` blocks.

                        - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                          - `"direct"`

                          - `"code_execution_20250825"`

                          - `"code_execution_20260120"`

                          - `"code_execution_20260521"`

                        - `allowed_domains: optional array of string or null`

                          List of domains to allow fetching from

                        - `blocked_domains: optional array of string or null`

                          List of domains to block fetching from

                        - `cache_control: optional BetaCacheControlEphemeral or null`

                          Create a cache control breakpoint at this content block.

                        - `citations: optional BetaCitationsConfigParam or null`

                          Citations configuration for fetched documents. Citations are disabled by default.

                          - `enabled: optional boolean`

                        - `defer_loading: optional boolean`

                          If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                        - `max_content_tokens: optional number or null`

                          Maximum number of tokens used by including web page text content in the context. The limit is approximate and does not apply to binary content such as PDFs.

                          minimum: 1

                        - `max_uses: optional number or null`

                          Maximum number of times the tool can be used in the API request.

                          minimum: 1

                        - `strict: optional boolean`

                          When true, guarantees schema validation on tool names and inputs

                        - `url_sources: optional BetaWebFetchURLSources or null`

                          Which sources contribute to the set of URLs the tool may fetch. Omitted means every source.

                          - `client_tool_results: optional BetaWebFetchURLSourceAll or BetaWebFetchURLSourceNone or BetaWebFetchURLSourceOnly or BetaWebFetchURLSourceExcept`

                            Which client tools' results contribute fetchable URLs: "all", "none", or an only or except list of client tool names from tools[].

                            - `BetaWebFetchURLSourceAll object`

                              The `url_sources` variant under which a source contributes in
                              full: every result of the tool filter's source, or all user input.

                              - `type: "all"`

                            - `BetaWebFetchURLSourceNone object`

                              The `url_sources` variant under which a source contributes nothing:
                              no result of the tool filter's source, or no user input.

                              - `type: "none"`

                            - `BetaWebFetchURLSourceOnly object`

                              The tool filter variant under which only the named tools' results
                              contribute.

                              - `type: "only"`

                              - `tools: array of BetaWebFetchURLSourceToolReference`

                                - `type: "tool_reference"`

                                - `name: string`

                            - `BetaWebFetchURLSourceExcept object`

                              The tool filter variant under which every result but the named
                              tools' contributes.

                              - `type: "except"`

                              - `tools: array of BetaWebFetchURLSourceToolReference`

                                - `type: "tool_reference"`

                                - `name: string`

                          - `server_tool_results: optional BetaWebFetchURLSourceAll or BetaWebFetchURLSourceNone or BetaWebFetchURLSourceOnly or BetaWebFetchURLSourceExcept`

                            Which server tools' results contribute fetchable URLs: "all", "none", or an only or except list of server tool names from tools[]; only web_search and web_fetch results ever contribute.

                            - `BetaWebFetchURLSourceAll object`

                              The `url_sources` variant under which a source contributes in
                              full: every result of the tool filter's source, or all user input.

                            - `BetaWebFetchURLSourceNone object`

                              The `url_sources` variant under which a source contributes nothing:
                              no result of the tool filter's source, or no user input.

                            - `BetaWebFetchURLSourceOnly object`

                              The tool filter variant under which only the named tools' results
                              contribute.

                            - `BetaWebFetchURLSourceExcept object`

                              The tool filter variant under which every result but the named
                              tools' contributes.

                          - `user_input: optional BetaWebFetchURLSourceAll or BetaWebFetchURLSourceNone`

                            Whether URLs in user messages are fetchable: "all" or "none".

                            - `BetaWebFetchURLSourceAll object`

                              The `url_sources` variant under which a source contributes in
                              full: every result of the tool filter's source, or all user input.

                            - `BetaWebFetchURLSourceNone object`

                              The `url_sources` variant under which a source contributes nothing:
                              no result of the tool filter's source, or no user input.

                      - `BetaWebSearchTool20260209 object`

                        - `type: "web_search_20260209"`

                        - `name: "web_search"`

                          Name of the tool.

                          This is how the tool will be called by the model and in `tool_use` blocks.

                        - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                          - `"direct"`

                          - `"code_execution_20250825"`

                          - `"code_execution_20260120"`

                          - `"code_execution_20260521"`

                        - `allowed_domains: optional array of string or null`

                          If provided, only these domains will be included in results. Cannot be used alongside `blocked_domains`.

                        - `blocked_domains: optional array of string or null`

                          If provided, these domains will never appear in results. Cannot be used alongside `allowed_domains`.

                        - `cache_control: optional BetaCacheControlEphemeral or null`

                          Create a cache control breakpoint at this content block.

                        - `defer_loading: optional boolean`

                          If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                        - `max_uses: optional number or null`

                          Maximum number of times the tool can be used in the API request.

                          minimum: 1

                        - `strict: optional boolean`

                          When true, guarantees schema validation on tool names and inputs

                        - `user_location: optional BetaUserLocation or null`

                          Parameters for the user's location. Used to provide more relevant search results.

                      - `BetaWebFetchTool20260209 object`

                        - `type: "web_fetch_20260209"`

                        - `name: "web_fetch"`

                          Name of the tool.

                          This is how the tool will be called by the model and in `tool_use` blocks.

                        - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                          - `"direct"`

                          - `"code_execution_20250825"`

                          - `"code_execution_20260120"`

                          - `"code_execution_20260521"`

                        - `allowed_domains: optional array of string or null`

                          List of domains to allow fetching from

                        - `blocked_domains: optional array of string or null`

                          List of domains to block fetching from

                        - `cache_control: optional BetaCacheControlEphemeral or null`

                          Create a cache control breakpoint at this content block.

                        - `citations: optional BetaCitationsConfigParam or null`

                          Citations configuration for fetched documents. Citations are disabled by default.

                        - `defer_loading: optional boolean`

                          If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                        - `max_content_tokens: optional number or null`

                          Maximum number of tokens used by including web page text content in the context. The limit is approximate and does not apply to binary content such as PDFs.

                          minimum: 1

                        - `max_uses: optional number or null`

                          Maximum number of times the tool can be used in the API request.

                          minimum: 1

                        - `strict: optional boolean`

                          When true, guarantees schema validation on tool names and inputs

                        - `url_sources: optional BetaWebFetchURLSources or null`

                          Which sources contribute to the set of URLs the tool may fetch. Omitted means every source.

                      - `BetaWebFetchTool20260309 object`

                        Web fetch tool with use_cache parameter for bypassing cached content.

                        - `type: "web_fetch_20260309"`

                        - `name: "web_fetch"`

                          Name of the tool.

                          This is how the tool will be called by the model and in `tool_use` blocks.

                        - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                          - `"direct"`

                          - `"code_execution_20250825"`

                          - `"code_execution_20260120"`

                          - `"code_execution_20260521"`

                        - `allowed_domains: optional array of string or null`

                          List of domains to allow fetching from

                        - `blocked_domains: optional array of string or null`

                          List of domains to block fetching from

                        - `cache_control: optional BetaCacheControlEphemeral or null`

                          Create a cache control breakpoint at this content block.

                        - `citations: optional BetaCitationsConfigParam or null`

                          Citations configuration for fetched documents. Citations are disabled by default.

                        - `defer_loading: optional boolean`

                          If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                        - `max_content_tokens: optional number or null`

                          Maximum number of tokens used by including web page text content in the context. The limit is approximate and does not apply to binary content such as PDFs.

                          minimum: 1

                        - `max_uses: optional number or null`

                          Maximum number of times the tool can be used in the API request.

                          minimum: 1

                        - `strict: optional boolean`

                          When true, guarantees schema validation on tool names and inputs

                        - `url_sources: optional BetaWebFetchURLSources or null`

                          Which sources contribute to the set of URLs the tool may fetch. Omitted means every source.

                        - `use_cache: optional boolean`

                          Whether to use cached content. Set to false to bypass the cache and fetch fresh content. Only set to false when the user explicitly requests fresh content or when fetching rapidly-changing sources.

                      - `BetaWebSearchTool20260318 object`

                        - `type: "web_search_20260318"`

                        - `name: "web_search"`

                          Name of the tool.

                          This is how the tool will be called by the model and in `tool_use` blocks.

                        - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                          - `"direct"`

                          - `"code_execution_20250825"`

                          - `"code_execution_20260120"`

                          - `"code_execution_20260521"`

                        - `allowed_domains: optional array of string or null`

                          If provided, only these domains will be included in results. Cannot be used alongside `blocked_domains`.

                        - `blocked_domains: optional array of string or null`

                          If provided, these domains will never appear in results. Cannot be used alongside `allowed_domains`.

                        - `cache_control: optional BetaCacheControlEphemeral or null`

                          Create a cache control breakpoint at this content block.

                        - `defer_loading: optional boolean`

                          If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                        - `max_uses: optional number or null`

                          Maximum number of times the tool can be used in the API request.

                          minimum: 1

                        - `response_inclusion: optional "full" or "excluded"`

                          How this tool's result blocks appear in the API response when the result was consumed by a completed code_execution call in the same turn. 'full' returns the complete content (default). 'excluded' drops the nested server_tool_use and result block pair entirely. Results from direct calls, or from code_execution calls that paused before completing, are always returned in full so they can be sent back on the next turn.

                          - `"full"`

                          - `"excluded"`

                        - `strict: optional boolean`

                          When true, guarantees schema validation on tool names and inputs

                        - `user_location: optional BetaUserLocation or null`

                          Parameters for the user's location. Used to provide more relevant search results.

                      - `BetaWebFetchTool20260318 object`

                        - `type: "web_fetch_20260318"`

                        - `name: "web_fetch"`

                          Name of the tool.

                          This is how the tool will be called by the model and in `tool_use` blocks.

                        - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                          - `"direct"`

                          - `"code_execution_20250825"`

                          - `"code_execution_20260120"`

                          - `"code_execution_20260521"`

                        - `allowed_domains: optional array of string or null`

                          List of domains to allow fetching from

                        - `blocked_domains: optional array of string or null`

                          List of domains to block fetching from

                        - `cache_control: optional BetaCacheControlEphemeral or null`

                          Create a cache control breakpoint at this content block.

                        - `citations: optional BetaCitationsConfigParam or null`

                          Citations configuration for fetched documents. Citations are disabled by default.

                        - `defer_loading: optional boolean`

                          If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                        - `max_content_tokens: optional number or null`

                          Maximum number of tokens used by including web page text content in the context. The limit is approximate and does not apply to binary content such as PDFs.

                          minimum: 1

                        - `max_uses: optional number or null`

                          Maximum number of times the tool can be used in the API request.

                          minimum: 1

                        - `response_inclusion: optional "full" or "excluded"`

                          How this tool's result blocks appear in the API response when the result was consumed by a completed code_execution call in the same turn. 'full' returns the complete content (default). 'excluded' drops the nested server_tool_use and result block pair entirely. Results from direct calls, or from code_execution calls that paused before completing, are always returned in full so they can be sent back on the next turn.

                          - `"full"`

                          - `"excluded"`

                        - `strict: optional boolean`

                          When true, guarantees schema validation on tool names and inputs

                        - `url_sources: optional BetaWebFetchURLSources or null`

                          Which sources contribute to the set of URLs the tool may fetch. Omitted means every source.

                        - `use_cache: optional boolean`

                          Whether to use cached content. Set to false to bypass the cache and fetch fresh content. Only set to false when the user explicitly requests fresh content or when fetching rapidly-changing sources.

                      - `BetaAdvisorTool20260301 object`

                        - `type: "advisor_20260301"`

                        - `model: Model`

                          The model that will complete your prompt.

                          See [models](https://docs.anthropic.com/en/docs/models-overview) for additional details and options.

                          - `"claude-haiku-5-5"`

                            Fastest model for high-volume, real-time tasks

                          - `"claude-sonnet-5-5"`

                            Efficient model for coding and agents

                          - `"claude-fable-5-1"`

                            Frontier intelligence for ambitious tasks across coding, scientific discovery, and enterprise workflows

                          - `"claude-opus-5-5"`

                            Powerful intelligence for coding, knowledge work, and long-running agents

                          - `"claude-mythos-5-1"`

                            Our most capable model for cybersecurity and biology research, available through trusted access programs

                          - `"claude-sonnet-5"`

                            Efficient model for coding and agents

                          - `"claude-fable-5"`

                            Next generation of intelligence for the hardest knowledge work and coding problems

                          - `"claude-mythos-5"`

                            Most capable model for cybersecurity and biology research

                          - `"claude-opus-5"`

                            Powerful intelligence for long-running agents and coding

                          - `"claude-opus-4-8"`

                            Powerful intelligence for long-running agents and coding

                          - `"claude-opus-4-7"`

                            Powerful intelligence for long-running agents and coding

                          - `"claude-opus-4-6"`

                            Powerful intelligence for long-running agents and coding

                          - `"claude-sonnet-4-6"`

                            Best combination of speed and intelligence

                          - `"claude-haiku-4-5"`

                          - `"claude-haiku-4-5-20251001"`

                          - `"claude-opus-4-5"`

                            Powerful intelligence for long-running agents and coding

                          - `"claude-opus-4-5-20251101"`

                            Powerful intelligence for long-running agents and coding

                          - `"claude-mythos-preview"`

                            **Deprecated**: Will reach end-of-life on June 30, 2026. Please migrate to claude-mythos-5. Visit https://docs.anthropic.com/en/docs/resources/model-deprecations for more information.

                            New class of intelligence, strongest in coding and cybersecurity

                          - `"claude-sonnet-4-5"`

                            **Deprecated**: Will reach end-of-life on November 30, 2026. Please migrate to claude-sonnet-5-5. Visit https://docs.anthropic.com/en/docs/resources/model-deprecations for more information.

                            High-performance model for agents and coding

                          - `"claude-sonnet-4-5-20250929"`

                            **Deprecated**: Will reach end-of-life on November 30, 2026. Please migrate to claude-sonnet-5-5. Visit https://docs.anthropic.com/en/docs/resources/model-deprecations for more information.

                            High-performance model for agents and coding

                          - `string`

                        - `name: "advisor"`

                          Name of the tool.

                          This is how the tool will be called by the model and in `tool_use` blocks.

                        - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                          - `"direct"`

                          - `"code_execution_20250825"`

                          - `"code_execution_20260120"`

                          - `"code_execution_20260521"`

                        - `cache_control: optional BetaCacheControlEphemeral or null`

                          Create a cache control breakpoint at this content block.

                        - `caching: optional BetaCacheControlEphemeral or null`

                          Caching for the advisor's own prompt. When set, each advisor call writes a cache entry at the given TTL so subsequent calls in the same conversation read the stable prefix. When omitted, the advisor prompt is not cached.

                        - `defer_loading: optional boolean`

                          If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                        - `max_tokens: optional number or null`

                          Bounds the advisor's total output (thinking + text) per call. When the advisor hits this cap, the returned advisor_result or advisor_redacted_result block carries stop_reason='max_tokens', and a truncation note is appended to the advice text the worker model sees (inside the encrypted blob in redacted mode). When set, the server also emits a remaining-tokens budget block in the advisor's prompt so the advisor self-shapes toward the cap. When omitted, the advisor model's default output cap applies and no budget block is emitted.

                          minimum: 1024

                        - `max_uses: optional number or null`

                          Maximum number of times the tool can be used in the API request.

                          minimum: 1

                        - `strict: optional boolean`

                          When true, guarantees schema validation on tool names and inputs

                      - `BetaToolSearchToolBm25_20251119 object`

                        - `type: "tool_search_tool_bm25_20251119" or "tool_search_tool_bm25"`

                          - `"tool_search_tool_bm25_20251119"`

                          - `"tool_search_tool_bm25"`

                        - `name: "tool_search_tool_bm25"`

                          Name of the tool.

                          This is how the tool will be called by the model and in `tool_use` blocks.

                        - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                          - `"direct"`

                          - `"code_execution_20250825"`

                          - `"code_execution_20260120"`

                          - `"code_execution_20260521"`

                        - `cache_control: optional BetaCacheControlEphemeral or null`

                          Create a cache control breakpoint at this content block.

                        - `defer_loading: optional boolean`

                          If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                        - `strict: optional boolean`

                          When true, guarantees schema validation on tool names and inputs

                      - `BetaToolSearchToolRegex20251119 object`

                        - `type: "tool_search_tool_regex_20251119" or "tool_search_tool_regex"`

                          - `"tool_search_tool_regex_20251119"`

                          - `"tool_search_tool_regex"`

                        - `name: "tool_search_tool_regex"`

                          Name of the tool.

                          This is how the tool will be called by the model and in `tool_use` blocks.

                        - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                          - `"direct"`

                          - `"code_execution_20250825"`

                          - `"code_execution_20260120"`

                          - `"code_execution_20260521"`

                        - `cache_control: optional BetaCacheControlEphemeral or null`

                          Create a cache control breakpoint at this content block.

                        - `defer_loading: optional boolean`

                          If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                        - `strict: optional boolean`

                          When true, guarantees schema validation on tool names and inputs

                      - `BetaMCPToolset object`

                        Configuration for a group of tools from an MCP server.

                        Allows configuring enabled status and defer_loading for all tools
                        from an MCP server, with optional per-tool overrides.

                        - `type: "mcp_toolset"`

                        - `mcp_server_name: string`

                          Name of the MCP server to configure tools for

                          minLength: 1, maxLength: 255

                        - `cache_control: optional BetaCacheControlEphemeral or null`

                          Create a cache control breakpoint at this content block.

                        - `configs: optional map[BetaMCPToolConfig] or null`

                          Configuration overrides for specific tools, keyed by tool name

                          - `defer_loading: optional boolean`

                          - `enabled: optional boolean`

                        - `default_config: optional BetaMCPToolDefaultConfig`

                          Default configuration applied to all tools from this server

                          - `defer_loading: optional boolean`

                          - `enabled: optional boolean`

                        - `tools: optional array of BetaMCPToolParam or null`

                          The server's tool listing, pinned: when present, the server is not asked for its tools before sampling and exactly these entries, with `default_config` and `configs` applied, are the toolset's tools. Copy it from the `mcp_tool_listing` block of an earlier response.

                          - `input_schema: map[unknown]`

                            The tool's input schema as the MCP server lists it, verbatim.

                          - `name: string`

                            The tool's name as the MCP server lists it (not prefixed with the server name).

                            minLength: 1

                          - `description: optional string or null`

                            The tool's description as the MCP server lists it.

              - `BetaResponseToolRemovalBlock object`

                An entry of a `compaction` block's `tool_changes`: a tool of the
                request's `tools` (or an MCP tool or toolset) that the compacted range
                withdrew. Send it back unchanged.

                - `type: "tool_removal"`

                  default: tool_removal

                - `tool: BetaResponseToolChangeToolReference or BetaResponseToolChangeMCPToolReference or BetaResponseToolChangeMCPToolsetReference`

                  A reference to the withdrawn `tools` entry, MCP tool or MCP toolset.

                  - `BetaResponseToolChangeToolReference object`

                    Reference to a single tool, by the name the model uses to call it, as
                    a `compaction` block's `tool_changes` entry reports it: a tool
                    declared in `tools` or defined by an earlier `tool_addition` block.
                    Send it back unchanged with the block.

                  - `BetaResponseToolChangeMCPToolReference object`

                    Reference to a single MCP tool, by its server and its name on that
                    server, as a `compaction` block's `tool_changes` entry reports it.
                    Send it back unchanged with the block.

                  - `BetaResponseToolChangeMCPToolsetReference object`

                    Reference to every tool in the named MCP server's toolset, as a
                    `compaction` block's `tool_changes` entry reports it. Send it back
                    unchanged with the block.

          - `BetaFallbackBlock object`

            Marks the point in `content` where one model's output gives way to the next.

            One block appears per hop where a preceding model actually ran this turn and
            declined. A turn where no preceding model ran and declined has no such
            boundary and carries no block — the signal for whether a fallback model
            served the response is the presence of a `fallback_message` entry in
            `usage.iterations`, not this block.

            The block is treated like a server-tool content block for streaming: it
            arrives via the standard `content_block_start` / `content_block_stop`
            pair and carries no deltas.

            - `type: "fallback"`

              default: fallback

            - `from: BetaFallbackInfo`

              The model whose output ends at this point — the model that declined at this hop. When the declining hop is the requested model, its `model` echoes the top-level `model` string the caller sent (alias or canonical); when the declining hop is a fallback model, its `model` is that model's canonical id.

              - `model: Model`

                The model that will complete your prompt.

                See [models](https://docs.anthropic.com/en/docs/models-overview) for additional details and options.

            - `to: BetaFallbackInfo`

              The fallback model producing the content that follows this block. Its `model` is always the canonical id.

            - `trigger: BetaFallbackRefusalTrigger`

              What caused the `from` model to hand over at this hop.

              - `type: "refusal"`

                default: refusal

              - `category: "cyber" or "bio" or "frontier_llm" or 2 more or null`

                The policy category that triggered the `from` model's refusal at this hop. `null` when the refusal doesn't map to a named category. Same vocabulary as `stop_details.category`.

                - `"cyber"`

                  The request could enable cyber harm, such as malware or exploit development. Benign cybersecurity work can also trigger this category.

                - `"bio"`

                  The request could enable biological harm, such as dangerous lab methods. Beneficial life sciences work can also trigger this category.

                - `"frontier_llm"`

                  The request could assist the development of competing AI models, which is restricted under [Anthropic's commercial terms](https://www.anthropic.com/legal/commercial-terms). Benign machine learning work can also trigger this category.

                - `"reasoning_extraction"`

                  The request asks the model to reproduce its internal reasoning in the response text. To get reasoning in a structured form instead, use [adaptive thinking](https://platform.claude.com/docs/en/build-with-claude/adaptive-thinking?sdk_languages=http).

                - `"general_harms"`

                  The request could be related to an area that was determined as harmful. Benign work might sometimes trigger this category.

          - `BetaMCPToolListingBlock object`

            The tool listing the server fetched from an MCP server while producing
            this response. Send the assistant message back unchanged, this block
            included, so later requests use this listing instead of asking the MCP
            server again.

            - `type: "mcp_tool_listing"`

              default: mcp_tool_listing

            - `mcp_server_name: string`

            - `tools: array of BetaMCPTool`

              - `input_schema: map[unknown]`

              - `name: string`

              - `description: optional string`

        - `context_management: BetaContextManagementResponse or null`

          Context management response.

          Information about context management strategies applied during the request.

          - `applied_edits: array of BetaClearToolUses20250919EditResponse or BetaClearThinking20251015EditResponse`

            List of context management edits that were applied.

            - `BetaClearToolUses20250919EditResponse object`

              - `type: "clear_tool_uses_20250919"`

                The type of context management edit applied.

                default: clear_tool_uses_20250919

              - `cleared_input_tokens: number`

                Number of input tokens cleared by this edit.

                minimum: 0

              - `cleared_tool_uses: number`

                Number of tool uses that were cleared.

                minimum: 0

            - `BetaClearThinking20251015EditResponse object`

              - `type: "clear_thinking_20251015"`

                The type of context management edit applied.

                default: clear_thinking_20251015

              - `cleared_input_tokens: number`

                Number of input tokens cleared by this edit.

                minimum: 0

              - `cleared_thinking_turns: number`

                Number of thinking turns that were cleared.

                minimum: 0

        - `diagnostics: BetaDiagnostics or null`

          Request-level diagnostics. `null` when the request did not supply `diagnostics`, or when it did and no prompt-cache divergence was detected.

          - `cache_miss_reason: BetaCacheMissReason or null`

            Explains why the prompt cache could not fully reuse the prefix from the request identified by `diagnostics.previous_message_id`. `null` means diagnosis is still pending — the response was serialized before the background comparison completed.

            - `BetaCacheMissModelChanged object`

              - `type: "model_changed"`

                default: model_changed

              - `cache_missed_input_tokens: number`

                Approximate number of input tokens that would have been read from cache had the prefix matched the previous request.

            - `BetaCacheMissSystemChanged object`

              - `type: "system_changed"`

                default: system_changed

              - `cache_missed_input_tokens: number`

                Approximate number of input tokens that would have been read from cache had the prefix matched the previous request.

            - `BetaCacheMissToolsChanged object`

              - `type: "tools_changed"`

                default: tools_changed

              - `cache_missed_input_tokens: number`

                Approximate number of input tokens that would have been read from cache had the prefix matched the previous request.

            - `BetaCacheMissMessagesChanged object`

              - `type: "messages_changed"`

                default: messages_changed

              - `cache_missed_input_tokens: number`

                Approximate number of input tokens that would have been read from cache had the prefix matched the previous request.

            - `BetaCacheMissPreviousMessageNotFound object`

              - `type: "previous_message_not_found"`

                default: previous_message_not_found

            - `BetaCacheMissUnavailable object`

              - `type: "unavailable"`

                default: unavailable

        - `model: Model`

          The model that will complete your prompt.

          See [models](https://docs.anthropic.com/en/docs/models-overview) for additional details and options.

        - `role: "assistant"`

          Conversational role of the generated message.

          This will always be `"assistant"`.

          default: assistant

        - `stop_details: BetaRefusalStopDetails or null`

          Structured information about why model output stopped.

          This is `null` when the `stop_reason` has no additional detail to report.

          - `type: "refusal"`

            default: refusal

          - `category: "cyber" or "bio" or "frontier_llm" or 2 more or null`

            The policy category that triggered the refusal.

            `null` when the refusal doesn't map to a named category.

            - `"cyber"`

              The request could enable cyber harm, such as malware or exploit development. Benign cybersecurity work can also trigger this category.

            - `"bio"`

              The request could enable biological harm, such as dangerous lab methods. Beneficial life sciences work can also trigger this category.

            - `"frontier_llm"`

              The request could assist the development of competing AI models, which is restricted under [Anthropic's commercial terms](https://www.anthropic.com/legal/commercial-terms). Benign machine learning work can also trigger this category.

            - `"reasoning_extraction"`

              The request asks the model to reproduce its internal reasoning in the response text. To get reasoning in a structured form instead, use [adaptive thinking](https://platform.claude.com/docs/en/build-with-claude/adaptive-thinking?sdk_languages=http).

            - `"general_harms"`

              The request could be related to an area that was determined as harmful. Benign work might sometimes trigger this category.

          - `explanation: string or null`

            Human-readable explanation of the refusal.

            This text is not guaranteed to be stable. `null` when no explanation is available for the category.

          - `fallback_credit_token: string or null`

            Opaque code that refunds the cache-miss cost when retrying this refused
            request on the fallback model. Pass it as `fallback_credit_token` on the
            retry request. Expires 5 minutes after the refusal.

            The retry is sent either with the same request body (`system`, `messages`,
            `tools`, and other render-shaping fields), or with the same body plus one
            appended `assistant` message whose content is the partial text (with any
            trailing whitespace stripped from the final text block) and paired
            server-tool blocks from this refusal — which also authorizes that
            appended turn as an assistant-prefill continuation on models that otherwise
            disallow prefill. A token minted mid-server-tool-loop whose partial content
            was continuable may only be redeemed the second way — if a same-body retry
            is rejected with a 400 saying the token must be redeemed by continuing the
            partial response, retry the second way instead. Either way: same workspace,
            same platform; a mismatch is a 400. Resending a token for an already-warm
            prefix is permitted but yields no additional credit.

            `null` when the refused model isn't eligible for a fallback credit.

          - `fallback_has_prefill_claim: boolean or null`

            Whether the accompanying `fallback_credit_token` may be redeemed with the
            appended-assistant retry form. Only set when `fallback_credit_token` is
            present.

            `true`: retry by resending the same request body plus one appended
            `assistant` message whose content is this response's `content` with any
            trailing whitespace stripped from the final text block and unpaired
            `tool_use` blocks omitted (the same appended-turn shape described on
            `fallback_credit_token`), with the token attached. `false`: retry by
            resending the original request body unchanged, with the token attached —
            the appended-assistant form is not available for this refusal (no
            continuable partial content, or the request uses `output_format` or a
            `tool_choice` that forces tool use). One exception: when the request used
            `output_format` or a forced `tool_choice` and the refusal arrived after
            server tools (including MCP connector tools) had already executed, the
            token may not be redeemable by either retry form; if the exact-body retry
            is then rejected with a 400 saying the token must be redeemed by
            continuing the partial response, discard the token and retry without it.

            Advisory: if an appended-assistant retry is rejected with a 400 despite
            `true`, fall back to resending the original request body with the token.

          - `recommended_model: string or null`

            The server's suggested retry target for this refusal. Populated when a fallback attempt could not be made (the fallback model's rate limit was exhausted, or it was overloaded); names the fallback model the caller can retry directly. Null otherwise.

        - `stop_reason: BetaStopReason or null`

          The reason that we stopped.

          This may be one the following values:

          * `"end_turn"`: the model reached a natural stopping point
          * `"max_tokens"`: we exceeded the requested `max_tokens` or the model's maximum
          * `"stop_sequence"`: one of your provided custom `stop_sequences` was generated
          * `"tool_use"`: the model invoked one or more tools
          * `"pause_turn"`: we paused a long-running turn. You may provide the response back as-is in a subsequent request to let the model continue.
          * `"refusal"`: when streaming classifiers intervene to handle potential policy violations
          * `"model_context_window_exceeded"`: we exceeded the model's context window

          In non-streaming mode this value is always non-null. In streaming mode, it is null in the `message_start` event and non-null otherwise.

          - `"end_turn"`

          - `"max_tokens"`

          - `"stop_sequence"`

          - `"tool_use"`

          - `"pause_turn"`

          - `"compaction"`

          - `"refusal"`

          - `"model_context_window_exceeded"`

        - `stop_sequence: string or null`

          Which custom stop sequence was generated, if any.

          This value will be a non-null string if one of your custom stop sequences was generated.

        - `usage: BetaUsage`

          Billing and rate-limit usage.

          Anthropic's API bills and rate-limits by token counts, as tokens represent the underlying cost to our systems.

          Under the hood, the API transforms requests into a format suitable for the model. The model's output then goes through a parsing stage before becoming an API response. As a result, the token counts in `usage` will not match one-to-one with the exact visible content of an API request or response.

          For example, `output_tokens` will be non-zero, even for an empty string response from Claude.

          Total input tokens in a request is the summation of `input_tokens`, `cache_creation_input_tokens`, and `cache_read_input_tokens`.

          - `cache_creation: BetaCacheCreation or null`

            Breakdown of cached tokens by TTL

            - `ephemeral_1h_input_tokens: number`

              The number of input tokens used to create the 1 hour cache entry.

              default: 0, minimum: 0

            - `ephemeral_5m_input_tokens: number`

              The number of input tokens used to create the 5 minute cache entry.

              default: 0, minimum: 0

          - `cache_creation_input_tokens: number or null`

            The number of input tokens used to create the cache entry.

            minimum: 0

          - `cache_read_input_tokens: number or null`

            The number of input tokens read from the cache.

            minimum: 0

          - `fallback_credit: BetaFallbackCreditUsage or null`

            Outcome of the `fallback_credit_token` presented on this request.

            Present on every response to a non-batch request that carried a
            `fallback_credit_token`, in either redemption mode; absent otherwise (batch
            items accept and ignore the token and carry no outcome object).

            - `status: BetaFallbackCreditRedeemed or BetaFallbackCreditNotApplied`

              Whether the fallback-credit reprice was applied to this response's billing.

              A union discriminated on `type`. `redeemed`: the retry is billed as if
              the conversation had been on the retry model all along — including when the
              resulting shift is zero because there was nothing to move. `not_applied`:
              no reprice was applied; the arm's `reason` says why.

              - `BetaFallbackCreditRedeemed object`

                The reprice was applied: the retry is billed as if the conversation
                had been on the retry model all along.

                - `type: "redeemed"`

                  default: redeemed

              - `BetaFallbackCreditNotApplied object`

                No reprice was applied; `reason` says why.

                - `type: "not_applied"`

                  default: not_applied

                - `reason: "body_mismatch" or "continuation_excluded" or "continuation_only" or 9 more`

                  Why the reprice was not applied.

                  A closed enum; additions to the redemption-check vocabulary arrive as
                  deliberate schema updates.

                  - `"body_mismatch"`

                  - `"continuation_excluded"`

                  - `"continuation_only"`

                  - `"expired"`

                  - `"invalid_target_model"`

                  - `"not_enabled"`

                  - `"reprice_unavailable"`

                  - `"temporarily_unavailable"`

                  - `"variant_fields_present"`

                  - `"wrong_organization"`

                  - `"wrong_platform"`

                  - `"wrong_workspace"`

                - `remove_to_redeem: optional array of string or null`

                  Request fields to remove before retrying, so the retry can redeem this
                  token.

                  Present exactly when `reason` is `variant_fields_present` — never null,
                  never an empty array; absent otherwise. Fields are named only from your own request, and only after
                  the sealed variant hash matched. A served best-effort retry has already
                  been billed at normal price; nothing redeems retroactively, but a corrected
                  re-send inside the token's five-minute window can still redeem.

          - `inference_geo: string or null`

            The geographic region where inference was performed for this request.

          - `input_tokens: number`

            The number of input tokens which were used.

            minimum: 0

          - `iterations: BetaIterationsUsage or null`

            Per-iteration token usage breakdown.

            Each entry represents one sampling iteration, with its own input/output token counts and cache statistics, discriminated by `type`. For `message` entries (model sampling iterations, such as the turns of a server-side tool use loop), this allows you to:

            - Calculate the context window size from the last `message` entry
            - Understand token accumulation across server-side tool use loops

            A `compaction` entry reports the token usage of the compaction operation itself — the server-side request that summarizes the context being closed — NOT the size of the context that was compacted away, and its token counts can be much smaller than that closed context (for example, a compaction that closes a ~200k-token context can report only a few thousand tokens). Do not derive the context window size from a `compaction` entry, even when it is the last entry. A `compaction` entry's tokens are not included in the top-level `usage` fields. When an input-token trigger is in effect (the default — 150,000 tokens unless configured otherwise), each `compaction` entry closes a context that had reached at least that threshold, though the context can exceed it by the final iteration's output and tool results.

            - `BetaMessageIterationUsage object`

              Token usage for a sampling iteration.

              - `type: "message"`

                Usage for a sampling iteration

                default: message

              - `cache_creation: BetaCacheCreation or null`

                Breakdown of cached tokens by TTL

              - `cache_creation_input_tokens: number`

                The number of input tokens used to create the cache entry.

                default: 0, minimum: 0

              - `cache_read_input_tokens: number`

                The number of input tokens read from the cache.

                default: 0, minimum: 0

              - `input_tokens: number`

                The number of input tokens which were used.

                minimum: 0

              - `model: Model or null`

                The model that will complete your prompt.

                See [models](https://docs.anthropic.com/en/docs/models-overview) for additional details and options.

              - `output_tokens: number`

                The number of output tokens which were used.

                minimum: 0

            - `BetaCompactionIterationUsage object`

              Token usage for a compaction iteration.

              - `type: "compaction"`

                Usage for a compaction iteration

                default: compaction

              - `cache_creation: BetaCacheCreation or null`

                Breakdown of cached tokens by TTL

              - `cache_creation_input_tokens: number`

                The number of input tokens used to create the cache entry.

                default: 0, minimum: 0

              - `cache_read_input_tokens: number`

                The number of input tokens read from the cache.

                default: 0, minimum: 0

              - `input_tokens: number`

                The number of input tokens which were used.

                minimum: 0

              - `output_tokens: number`

                The number of output tokens which were used.

                minimum: 0

            - `BetaAdvisorMessageIterationUsage object`

              Token usage for an advisor sub-inference iteration.

              - `type: "advisor_message"`

                Usage for an advisor sub-inference iteration

                default: advisor_message

              - `cache_creation: BetaCacheCreation or null`

                Breakdown of cached tokens by TTL

              - `cache_creation_input_tokens: number`

                The number of input tokens used to create the cache entry.

                default: 0, minimum: 0

              - `cache_read_input_tokens: number`

                The number of input tokens read from the cache.

                default: 0, minimum: 0

              - `input_tokens: number`

                The number of input tokens which were used.

                minimum: 0

              - `model: Model`

                The model that will complete your prompt.

                See [models](https://docs.anthropic.com/en/docs/models-overview) for additional details and options.

              - `output_tokens: number`

                The number of output tokens which were used.

                minimum: 0

            - `BetaFallbackMessageIterationUsage object`

              Token usage for the fallback-model attempt of a server-side fallback request.

              The terminal entry of a fallback-served turn: when a fallback hop's
              output is the returned message, the entry for the iteration that
              completed it carries this type in place of `message`. A declined hop
              and the serving hop's earlier tool-loop iterations produce `message`
              entries. Whether a fallback model served the response is signalled by
              the presence of this entry in `usage.iterations`.

              - `type: "fallback_message"`

                Usage for the fallback-model attempt that served the response

                default: fallback_message

              - `cache_creation: BetaCacheCreation or null`

                Breakdown of cached tokens by TTL

              - `cache_creation_input_tokens: number`

                The number of input tokens used to create the cache entry.

                default: 0, minimum: 0

              - `cache_read_input_tokens: number`

                The number of input tokens read from the cache.

                default: 0, minimum: 0

              - `input_tokens: number`

                The number of input tokens which were used.

                minimum: 0

              - `model: Model`

                The model that will complete your prompt.

                See [models](https://docs.anthropic.com/en/docs/models-overview) for additional details and options.

              - `output_tokens: number`

                The number of output tokens which were used.

                minimum: 0

          - `output_tokens: number`

            The number of output tokens which were used.

            minimum: 0

          - `output_tokens_details: BetaOutputTokensDetails or null`

            Breakdown of output tokens by category.

            `output_tokens` remains the inclusive, authoritative total used for billing.
            This object provides a read-only decomposition for observability — for example,
            how many of the billed output tokens were spent on internal reasoning that may
            have been summarized before being returned to you.

            - `thinking_tokens: number`

              Number of output tokens the model generated as internal reasoning, including
              the thinking-block delimiter tokens.

              Reflects the raw reasoning the model produced, not the (possibly shorter)
              summarized thinking text returned in the response body. Computed by
              re-tokenizing the raw reasoning text, so it may differ from the model's exact
              generation count by a small number of tokens. Always ≤ `output_tokens`;
              `output_tokens - thinking_tokens` approximates the non-reasoning output.

              default: 0, minimum: 0

          - `server_tool_use: BetaServerToolUsage or null`

            The number of server tool requests.

            - `web_fetch_requests: number`

              The number of web fetch tool requests.

              default: 0, minimum: 0

            - `web_search_requests: number`

              The number of web search tool requests.

              default: 0, minimum: 0

          - `service_tier: "standard" or "priority" or "batch" or null`

            If the request used the priority, standard, or batch tier.

            - `"standard"`

            - `"priority"`

            - `"batch"`

          - `speed: "standard" or "fast" or null`

            The inference speed mode used for this request.

            - `"standard"`

            - `"fast"`

        - `input_transformations: optional array of BetaInputTransformation or null`

          Changes the API made to the request's input before showing it to the model,
          and blocks that failed a binding check but were left unchanged: one entry per
          block, in request order. Two entry types today. `thinking_dropped` — a
          `thinking`, `redacted_thinking` or `connector_text` block from the request's
          `messages` that was removed from the prompt instead of being shown to the
          model because it failed a binding check. `thinking_mismatch_allowed` — a
          `thinking` or `redacted_thinking` block that failed the conversation check
          (the conversation before it differs from the one it was created in, or it
          carries no record of one on a model that requires it) and was shown to the
          model all the same, because that check is not enforced for this request.
          More entry types may be added over time; ignore types you do not recognize.

          Requires `anthropic-beta: thinking-binding-controls-2026-08-01`. Present on
          every such response from a model that supports extended thinking, as `[]`
          when there is no entry to report; without the beta, blocks are removed or
          left in place all the same but nothing is reported. Removed blocks contribute
          nothing to `usage.input_tokens`; blocks left in place count as sent. When
          streaming, the array is final in `message_start`; the final `message_delta`
          event carries it only when a server-side model fallback happened mid-stream,
          in which case it holds the serving model's entries and replaces the one in
          `message_start`.

          - `BetaThinkingDroppedInputTransformation object`

            - `type: "thinking_dropped"`

              Always `thinking_dropped` for this entry type.

              default: thinking_dropped

            - `path: string`

              Where the removed block was in your request, as `messages.{i}.content.{j}`:
              `i` indexes the `messages` array you sent and `j` that message's `content`
              array — the same form error messages use.

            - `reason: "model_binding_mismatch" or "prefix_binding_mismatch" or "organization_binding_mismatch" or "end_user_binding_mismatch"`

              Which binding check removed the block: `model_binding_mismatch` — it was
              created by a model whose reasoning the requested model may not read;
              `prefix_binding_mismatch` — the conversation before it differs from the
              conversation it was created in (the rest of that turn's consecutive thinking
              blocks are removed with it, each with this reason);
              `organization_binding_mismatch` — it was created under a different
              organization (an Anthropic organization, AWS account or Google Cloud project)
              and this organization is not one of its additional organizations;
              `end_user_binding_mismatch` — it was created for a different end user, or
              was removed by the consumer-organization binding. A block that would fail
              several checks reports one reason, in this order of precedence:
              `organization_binding_mismatch`, `end_user_binding_mismatch`,
              `model_binding_mismatch`, `prefix_binding_mismatch`.

              - `"model_binding_mismatch"`

              - `"prefix_binding_mismatch"`

              - `"organization_binding_mismatch"`

              - `"end_user_binding_mismatch"`

          - `BetaThinkingMismatchAllowedInputTransformation object`

            - `type: "thinking_mismatch_allowed"`

              Always `thinking_mismatch_allowed` for this entry type.

              default: thinking_mismatch_allowed

            - `path: string`

              Where the block is in your request, as `messages.{i}.content.{j}`:
              `i` indexes the `messages` array you sent and `j` that message's `content`
              array — the same form error messages use.

            - `reason: "model_binding_mismatch" or "prefix_binding_mismatch" or "organization_binding_mismatch" or "end_user_binding_mismatch"`

              Which binding check the block failed; the block was shown to the model all
              the same. Always `prefix_binding_mismatch` today — the conversation before
              the block differs from the conversation it was created in, or the block
              carries no record of one on a model that requires it. Were the check
              enforced for this request, the block would have been removed or the request
              rejected (`thinking.block_binding.prefix_mismatch_behavior`). A removal also
              takes the rest of that turn's consecutive thinking blocks, whereas here each
              block is checked on its own, so `thinking_mismatch_allowed` entries are a
              lower bound on what enforcement would remove.

              - `"model_binding_mismatch"`

              - `"prefix_binding_mismatch"`

              - `"organization_binding_mismatch"`

              - `"end_user_binding_mismatch"`

    - `BetaMessageBatchErroredResult object`

      - `type: "errored"`

        default: errored

      - `error: BetaErrorResponse`

        - `type: "error"`

          default: error

        - `error: BetaError`

          - `BetaInvalidRequestError object`

            - `type: "invalid_request_error"`

              default: invalid_request_error

            - `message: string`

              default: Invalid request

          - `BetaAuthenticationError object`

            - `type: "authentication_error"`

              default: authentication_error

            - `message: string`

              default: Authentication error

          - `BetaBillingError object`

            - `type: "billing_error"`

              default: billing_error

            - `message: string`

              default: Billing error

          - `BetaPermissionError object`

            - `type: "permission_error"`

              default: permission_error

            - `message: string`

              default: Permission denied

          - `BetaNotFoundError object`

            - `type: "not_found_error"`

              default: not_found_error

            - `message: string`

              default: Not found

          - `BetaRateLimitError object`

            - `type: "rate_limit_error"`

              default: rate_limit_error

            - `message: string`

              default: Rate limited

          - `BetaGatewayTimeoutError object`

            - `type: "timeout_error"`

              default: timeout_error

            - `message: string`

              default: Request timeout

          - `BetaAPIError object`

            - `type: "api_error"`

              default: api_error

            - `message: string`

              default: Internal server error

          - `BetaOverloadedError object`

            - `type: "overloaded_error"`

              default: overloaded_error

            - `message: string`

              default: Overloaded

        - `request_id: string or null`

    - `BetaMessageBatchCanceledResult object`

      - `type: "canceled"`

        default: canceled

    - `BetaMessageBatchExpiredResult object`

      - `type: "expired"`

        default: expired

### Example

```bash
curl https://api.anthropic.com/v1/messages/batches/$MESSAGE_BATCH_ID/results \
    -H 'anthropic-version: 2023-06-01' \
    -H 'anthropic-beta: message-batches-2024-09-24' \
    -H "X-Api-Key: $ANTHROPIC_API_KEY"
```

## Domain types

### Beta Deleted Message Batch

- `BetaDeletedMessageBatch object`

  - `type: "message_batch_deleted"`

    Deleted object type.

    For Message Batches, this is always `"message_batch_deleted"`.

    default: message_batch_deleted

  - `id: string`

    ID of the Message Batch.

### Beta Message Batch

- `BetaMessageBatch object`

  - `type: "message_batch"`

    Object type.

    For Message Batches, this is always `"message_batch"`.

    default: message_batch

  - `id: string`

    Unique object identifier.

    The format and length of IDs may change over time.

  - `archived_at: string or null`

    RFC 3339 datetime string representing the time at which the Message Batch was archived and its results became unavailable.

    format: date-time

  - `cancel_initiated_at: string or null`

    RFC 3339 datetime string representing the time at which cancellation was initiated for the Message Batch. Specified only if cancellation was initiated.

    format: date-time

  - `created_at: string`

    RFC 3339 datetime string representing the time at which the Message Batch was created.

    format: date-time

  - `ended_at: string or null`

    RFC 3339 datetime string representing the time at which processing for the Message Batch ended. Specified only once processing ends.

    Processing ends when every request in a Message Batch has either succeeded, errored, canceled, or expired.

    format: date-time

  - `expires_at: string`

    RFC 3339 datetime string representing the time at which the Message Batch will expire and end processing, which is 24 hours after creation.

    format: date-time

  - `processing_status: "in_progress" or "canceling" or "ended"`

    Processing status of the Message Batch.

    - `"in_progress"`

    - `"canceling"`

    - `"ended"`

  - `request_counts: BetaMessageBatchRequestCounts`

    Tallies requests within the Message Batch, categorized by their status.

    Requests start as `processing` and move to one of the other statuses only once processing of the entire batch ends. The sum of all values always matches the total number of requests in the batch.

    - `canceled: number`

      Number of requests in the Message Batch that have been canceled.

      This is zero until processing of the entire Message Batch has ended.

      default: 0

    - `errored: number`

      Number of requests in the Message Batch that encountered an error.

      This is zero until processing of the entire Message Batch has ended.

      default: 0

    - `expired: number`

      Number of requests in the Message Batch that have expired.

      This is zero until processing of the entire Message Batch has ended.

      default: 0

    - `processing: number`

      Number of requests in the Message Batch that are processing.

      default: 0

    - `succeeded: number`

      Number of requests in the Message Batch that have completed successfully.

      This is zero until processing of the entire Message Batch has ended.

      default: 0

  - `results_url: string or null`

    URL to a `.jsonl` file containing the results of the Message Batch requests. Specified only once processing ends.

    Results in the file are not guaranteed to be in the same order as requests. Use the `custom_id` field to match results to requests.

### Beta Message Batch Canceled Result

- `BetaMessageBatchCanceledResult object`

  - `type: "canceled"`

    default: canceled

### Beta Message Batch Errored Result

- `BetaMessageBatchErroredResult object`

  - `type: "errored"`

    default: errored

  - `error: BetaErrorResponse`

    - `type: "error"`

      default: error

    - `error: BetaError`

      - `BetaInvalidRequestError object`

        - `type: "invalid_request_error"`

          default: invalid_request_error

        - `message: string`

          default: Invalid request

      - `BetaAuthenticationError object`

        - `type: "authentication_error"`

          default: authentication_error

        - `message: string`

          default: Authentication error

      - `BetaBillingError object`

        - `type: "billing_error"`

          default: billing_error

        - `message: string`

          default: Billing error

      - `BetaPermissionError object`

        - `type: "permission_error"`

          default: permission_error

        - `message: string`

          default: Permission denied

      - `BetaNotFoundError object`

        - `type: "not_found_error"`

          default: not_found_error

        - `message: string`

          default: Not found

      - `BetaRateLimitError object`

        - `type: "rate_limit_error"`

          default: rate_limit_error

        - `message: string`

          default: Rate limited

      - `BetaGatewayTimeoutError object`

        - `type: "timeout_error"`

          default: timeout_error

        - `message: string`

          default: Request timeout

      - `BetaAPIError object`

        - `type: "api_error"`

          default: api_error

        - `message: string`

          default: Internal server error

      - `BetaOverloadedError object`

        - `type: "overloaded_error"`

          default: overloaded_error

        - `message: string`

          default: Overloaded

    - `request_id: string or null`

### Beta Message Batch Expired Result

- `BetaMessageBatchExpiredResult object`

  - `type: "expired"`

    default: expired

### Beta Message Batch Individual Response

- `BetaMessageBatchIndividualResponse object`

  This is a single line in the response `.jsonl` file and does not represent the response as a whole.

  - `custom_id: string`

    Developer-provided ID created for each request in a Message Batch. Useful for matching results to requests, as results may be given out of request order.

    Must be unique for each request within the Message Batch.

  - `result: BetaMessageBatchResult`

    Processing result for this request.

    Contains a Message output if processing was successful, an error response if processing failed, or the reason why processing was not attempted, such as cancellation or expiration.

    - `BetaMessageBatchSucceededResult object`

      - `type: "succeeded"`

        default: succeeded

      - `message: BetaMessage`

        - `type: "message"`

          Object type.

          For Messages, this is always `"message"`.

          default: message

        - `id: string`

          Unique object identifier.

          The format and length of IDs may change over time.

        - `container: BetaContainer or null`

          Information about the container used in this request.

          This will be non-null if a container tool (e.g. code execution) was used.

          - `id: string`

            Identifier for the container used in this request

          - `expires_at: string`

            The time at which the container will expire.

            format: date-time

          - `skills: array of BetaContainerSkill or null`

            Skills loaded in the container

            - `type: "anthropic" or "custom"`

              Type of skill - either 'anthropic' (built-in) or 'custom' (user-defined)

              - `"anthropic"`

              - `"custom"`

            - `skill_id: string`

              Skill ID

              minLength: 1, maxLength: 64

            - `version: string`

              The resolved version: a skill version ID for custom skills.

              minLength: 1, maxLength: 64

        - `content: array of BetaContentBlock`

          Content generated by the model.

          This is an array of content blocks, each of which has a `type` that determines its shape.

          Example:

          ```json
          [{"type": "text", "text": "Hi, I'm Claude."}]
          ```

          If the request input `messages` ended with an `assistant` turn, then the response `content` will continue directly from that last turn. You can use this to constrain the model's output.

          For example, if the input `messages` were:

          ```json
          [
            {"role": "user", "content": "What's the Greek name for Sun? (A) Sol (B) Helios (C) Sun"},
            {"role": "assistant", "content": "The best answer is ("}
          ]
          ```

          Then the response `content` might be:

          ```json
          [{"type": "text", "text": "B)"}]
          ```

          - `BetaTextBlock object`

            - `type: "text"`

              default: text

            - `citations: array of BetaTextCitation or null`

              Citations supporting the text block.

              The type of citation returned will depend on the type of document being cited. Citing a PDF results in `page_location`, plain text results in `char_location`, and content document results in `content_block_location`.

              - `BetaCitationCharLocation object`

                - `type: "char_location"`

                  default: char_location

                - `cited_text: string`

                - `document_index: number`

                  minimum: 0

                - `document_title: string or null`

                - `end_char_index: number`

                - `file_id: string or null`

                - `start_char_index: number`

                  minimum: 0

              - `BetaCitationPageLocation object`

                - `type: "page_location"`

                  default: page_location

                - `cited_text: string`

                - `document_index: number`

                  minimum: 0

                - `document_title: string or null`

                - `end_page_number: number`

                - `file_id: string or null`

                - `start_page_number: number`

                  minimum: 1

              - `BetaCitationContentBlockLocation object`

                - `type: "content_block_location"`

                  default: content_block_location

                - `cited_text: string`

                  The full text of the cited block range, concatenated.

                  Always equals the contents of `content[start_block_index:end_block_index]` joined together. The text block is the minimal citable unit; this field is never a substring of a single block. Not counted toward output tokens, and not counted toward input tokens when sent back in subsequent turns.

                - `document_index: number`

                  minimum: 0

                - `document_title: string or null`

                - `end_block_index: number`

                  Exclusive 0-based end index of the cited block range in the source's `content` array.

                  Always greater than `start_block_index`; a single-block citation has `end_block_index = start_block_index + 1`.

                - `file_id: string or null`

                - `start_block_index: number`

                  0-based index of the first cited block in the source's `content` array.

                  minimum: 0

              - `BetaCitationsWebSearchResultLocation object`

                - `type: "web_search_result_location"`

                  default: web_search_result_location

                - `cited_text: string`

                - `encrypted_index: string`

                - `title: string or null`

                  maxLength: 512

                - `url: string`

              - `BetaCitationSearchResultLocation object`

                - `type: "search_result_location"`

                  default: search_result_location

                - `cited_text: string`

                  The full text of the cited block range, concatenated.

                  Always equals the contents of `content[start_block_index:end_block_index]` joined together. The text block is the minimal citable unit; this field is never a substring of a single block. Not counted toward output tokens, and not counted toward input tokens when sent back in subsequent turns.

                - `end_block_index: number`

                  Exclusive 0-based end index of the cited block range in the source's `content` array.

                  Always greater than `start_block_index`; a single-block citation has `end_block_index = start_block_index + 1`.

                - `search_result_index: number`

                  0-based index of the cited search result among all `search_result` content blocks in the request, in the order they appear across messages and tool results.

                  Counted separately from `document_index`; server-side web search results are not included in this count.

                  minimum: 0

                - `source: string`

                - `start_block_index: number`

                  0-based index of the first cited block in the source's `content` array.

                  minimum: 0

                - `title: string or null`

            - `text: string`

          - `BetaThinkingBlock object`

            - `type: "thinking"`

              default: thinking

            - `signature: string`

              A value used to verify that this thinking block was generated by Claude when it is passed back to the API.

              This is an opaque field and should not be interpreted or parsed. When passing thinking blocks back to the API (required when using tools with extended thinking), pass them back exactly as received, with this field intact.

              See [extended thinking](https://platform.claude.com/docs/en/build-with-claude/extended-thinking?sdk_languages=http) for details.

            - `thinking: string`

              The text of Claude's thinking process for this block.

          - `BetaRedactedThinkingBlock object`

            - `type: "redacted_thinking"`

              default: redacted_thinking

            - `data: string`

              The contents of this redacted thinking block, returned when portions of the model's thinking were safety-redacted. This field is opaque and encrypted, with no readable content.

              Pass `redacted_thinking` blocks back to the API unchanged when continuing a multi-turn conversation.

              See [extended thinking](https://platform.claude.com/docs/en/build-with-claude/extended-thinking?sdk_languages=http#redacted-thinking-blocks) for details.

          - `BetaToolUseBlock object`

            - `type: "tool_use"`

              default: tool_use

            - `id: string`

              pattern: ^[a-zA-Z0-9_-]+$

            - `input: map[unknown]`

            - `name: string`

              minLength: 1

            - `caller: optional BetaDirectCaller or BetaServerToolCaller or BetaServerToolCaller20260120`

              - `BetaDirectCaller object`

                Tool invocation directly from the model.

                - `type: "direct"`

              - `BetaServerToolCaller object`

                Tool invocation generated by a server-side tool.

                - `type: "code_execution_20250825"`

                - `tool_id: string`

                  pattern: ^srvtoolu_[a-zA-Z0-9_]+$

              - `BetaServerToolCaller20260120 object`

                - `type: "code_execution_20260120"`

                - `tool_id: string`

                  pattern: ^srvtoolu_[a-zA-Z0-9_]+$

            - `toolset_name: optional string or null`

              For a toolset member tool_use, the toolset family.

              minLength: 1, maxLength: 64, pattern: ^[a-zA-Z0-9_-]+$

          - `BetaServerToolUseBlock object`

            - `type: "server_tool_use"`

              default: server_tool_use

            - `id: string`

              pattern: ^srvtoolu_[a-zA-Z0-9_]+$

            - `input: map[unknown]`

            - `name: "advisor" or "web_search" or "web_fetch" or 5 more`

              - `"advisor"`

              - `"web_search"`

              - `"web_fetch"`

              - `"code_execution"`

              - `"bash_code_execution"`

              - `"text_editor_code_execution"`

              - `"tool_search_tool_regex"`

              - `"tool_search_tool_bm25"`

            - `caller: optional BetaDirectCaller or BetaServerToolCaller or BetaServerToolCaller20260120`

              - `BetaDirectCaller object`

                Tool invocation directly from the model.

              - `BetaServerToolCaller object`

                Tool invocation generated by a server-side tool.

              - `BetaServerToolCaller20260120 object`

          - `BetaWebSearchToolResultBlock object`

            - `type: "web_search_tool_result"`

              default: web_search_tool_result

            - `content: BetaWebSearchToolResultBlockContent`

              - `BetaWebSearchToolResultError object`

                - `type: "web_search_tool_result_error"`

                  default: web_search_tool_result_error

                - `error_code: BetaWebSearchToolResultErrorCode`

                  - `"invalid_tool_input"`

                  - `"unavailable"`

                  - `"max_uses_exceeded"`

                  - `"too_many_requests"`

                  - `"query_too_long"`

                  - `"request_too_large"`

              - `array of BetaWebSearchResultBlock`

                - `type: "web_search_result"`

                  default: web_search_result

                - `encrypted_content: string`

                - `page_age: string or null`

                - `title: string`

                - `url: string`

            - `tool_use_id: string`

              pattern: ^srvtoolu_[a-zA-Z0-9_]+$

            - `caller: optional BetaDirectCaller or BetaServerToolCaller or BetaServerToolCaller20260120`

              - `BetaDirectCaller object`

                Tool invocation directly from the model.

              - `BetaServerToolCaller object`

                Tool invocation generated by a server-side tool.

              - `BetaServerToolCaller20260120 object`

          - `BetaWebFetchToolResultBlock object`

            - `type: "web_fetch_tool_result"`

              default: web_fetch_tool_result

            - `content: BetaWebFetchToolResultErrorBlock or BetaWebFetchBlock`

              - `BetaWebFetchToolResultErrorBlock object`

                - `type: "web_fetch_tool_result_error"`

                  default: web_fetch_tool_result_error

                - `error_code: BetaWebFetchToolResultErrorCode`

                  - `"invalid_tool_input"`

                  - `"url_too_long"`

                  - `"url_not_allowed"`

                  - `"url_not_in_prior_context"`

                  - `"url_not_accessible"`

                  - `"unsupported_content_type"`

                  - `"too_many_requests"`

                  - `"max_uses_exceeded"`

                  - `"unavailable"`

                  - `"content_too_large"`

              - `BetaWebFetchBlock object`

                - `type: "web_fetch_result"`

                  default: web_fetch_result

                - `content: BetaDocumentBlock`

                  - `type: "document"`

                    default: document

                  - `citations: BetaCitationConfig or null`

                    Citation configuration for the document

                    - `enabled: boolean`

                      default: false

                  - `source: BetaBase64PDFSource or BetaPlainTextSource`

                    - `BetaBase64PDFSource object`

                      - `type: "base64"`

                      - `data: string`

                        format: byte

                      - `media_type: "application/pdf"`

                    - `BetaPlainTextSource object`

                      - `type: "text"`

                      - `data: string`

                      - `media_type: "text/plain"`

                  - `title: string or null`

                    The title of the document

                - `retrieved_at: string or null`

                  ISO 8601 timestamp when the content was retrieved

                - `url: string`

                  Fetched content URL

            - `tool_use_id: string`

              pattern: ^srvtoolu_[a-zA-Z0-9_]+$

            - `caller: optional BetaDirectCaller or BetaServerToolCaller or BetaServerToolCaller20260120`

              - `BetaDirectCaller object`

                Tool invocation directly from the model.

              - `BetaServerToolCaller object`

                Tool invocation generated by a server-side tool.

              - `BetaServerToolCaller20260120 object`

          - `BetaAdvisorToolResultBlock object`

            - `type: "advisor_tool_result"`

              default: advisor_tool_result

            - `content: BetaAdvisorToolResultError or BetaAdvisorResultBlock or BetaAdvisorRedactedResultBlock`

              - `BetaAdvisorToolResultError object`

                - `type: "advisor_tool_result_error"`

                  default: advisor_tool_result_error

                - `error_code: "max_uses_exceeded" or "prompt_too_long" or "too_many_requests" or 4 more`

                  - `"max_uses_exceeded"`

                  - `"prompt_too_long"`

                  - `"too_many_requests"`

                  - `"overloaded"`

                  - `"unavailable"`

                  - `"execution_time_exceeded"`

                  - `"model_not_found"`

              - `BetaAdvisorResultBlock object`

                - `type: "advisor_result"`

                  default: advisor_result

                - `stop_reason: string or null`

                  The advisor sub-inference's stop reason (same values as the top-level message `stop_reason`). `max_tokens` indicates the advisor's output was truncated at the tool's `max_tokens` value or the advisor model's policy cap.

                - `text: string`

              - `BetaAdvisorRedactedResultBlock object`

                - `type: "advisor_redacted_result"`

                  default: advisor_redacted_result

                - `encrypted_content: string`

                  Opaque blob containing the advisor's output. Round-trip verbatim; do not inspect or modify.

                - `stop_reason: string or null`

                  The advisor sub-inference's stop reason (same values as the top-level message `stop_reason`).

            - `tool_use_id: string`

              pattern: ^srvtoolu_[a-zA-Z0-9_]+$

          - `BetaCodeExecutionToolResultBlock object`

            - `type: "code_execution_tool_result"`

              default: code_execution_tool_result

            - `content: BetaCodeExecutionToolResultBlockContent`

              - `BetaCodeExecutionToolResultError object`

                - `type: "code_execution_tool_result_error"`

                  default: code_execution_tool_result_error

                - `error_code: BetaCodeExecutionToolResultErrorCode`

                  - `"invalid_tool_input"`

                  - `"unavailable"`

                  - `"too_many_requests"`

                  - `"execution_time_exceeded"`

              - `BetaCodeExecutionResultBlock object`

                - `type: "code_execution_result"`

                  default: code_execution_result

                - `content: array of BetaCodeExecutionOutputBlock`

                  - `type: "code_execution_output"`

                    default: code_execution_output

                  - `file_id: string`

                - `return_code: number`

                - `stderr: string`

                - `stdout: string`

              - `BetaEncryptedCodeExecutionResultBlock object`

                Code execution result with encrypted stdout for PFC + web_search results.

                - `type: "encrypted_code_execution_result"`

                  default: encrypted_code_execution_result

                - `content: array of BetaCodeExecutionOutputBlock`

                  - `type: "code_execution_output"`

                    default: code_execution_output

                  - `file_id: string`

                - `encrypted_stdout: string`

                - `return_code: number`

                - `stderr: string`

            - `tool_use_id: string`

              pattern: ^srvtoolu_[a-zA-Z0-9_]+$

          - `BetaBashCodeExecutionToolResultBlock object`

            - `type: "bash_code_execution_tool_result"`

              default: bash_code_execution_tool_result

            - `content: BetaBashCodeExecutionToolResultError or BetaBashCodeExecutionResultBlock`

              - `BetaBashCodeExecutionToolResultError object`

                - `type: "bash_code_execution_tool_result_error"`

                  default: bash_code_execution_tool_result_error

                - `error_code: "invalid_tool_input" or "unavailable" or "too_many_requests" or 2 more`

                  - `"invalid_tool_input"`

                  - `"unavailable"`

                  - `"too_many_requests"`

                  - `"execution_time_exceeded"`

                  - `"output_file_too_large"`

              - `BetaBashCodeExecutionResultBlock object`

                - `type: "bash_code_execution_result"`

                  default: bash_code_execution_result

                - `content: array of BetaBashCodeExecutionOutputBlock`

                  - `type: "bash_code_execution_output"`

                    default: bash_code_execution_output

                  - `file_id: string`

                - `return_code: number`

                - `stderr: string`

                - `stdout: string`

            - `tool_use_id: string`

              pattern: ^srvtoolu_[a-zA-Z0-9_]+$

          - `BetaTextEditorCodeExecutionToolResultBlock object`

            - `type: "text_editor_code_execution_tool_result"`

              default: text_editor_code_execution_tool_result

            - `content: BetaTextEditorCodeExecutionToolResultError or BetaTextEditorCodeExecutionViewResultBlock or BetaTextEditorCodeExecutionCreateResultBlock or BetaTextEditorCodeExecutionStrReplaceResultBlock`

              - `BetaTextEditorCodeExecutionToolResultError object`

                - `type: "text_editor_code_execution_tool_result_error"`

                  default: text_editor_code_execution_tool_result_error

                - `error_code: "invalid_tool_input" or "unavailable" or "too_many_requests" or 2 more`

                  - `"invalid_tool_input"`

                  - `"unavailable"`

                  - `"too_many_requests"`

                  - `"execution_time_exceeded"`

                  - `"file_not_found"`

                - `error_message: string or null`

              - `BetaTextEditorCodeExecutionViewResultBlock object`

                - `type: "text_editor_code_execution_view_result"`

                  default: text_editor_code_execution_view_result

                - `content: string`

                - `file_type: "text" or "image" or "pdf"`

                  - `"text"`

                  - `"image"`

                  - `"pdf"`

                - `num_lines: number or null`

                - `start_line: number or null`

                - `total_lines: number or null`

              - `BetaTextEditorCodeExecutionCreateResultBlock object`

                - `type: "text_editor_code_execution_create_result"`

                  default: text_editor_code_execution_create_result

                - `is_file_update: boolean`

              - `BetaTextEditorCodeExecutionStrReplaceResultBlock object`

                - `type: "text_editor_code_execution_str_replace_result"`

                  default: text_editor_code_execution_str_replace_result

                - `lines: array of string or null`

                - `new_lines: number or null`

                - `new_start: number or null`

                - `old_lines: number or null`

                - `old_start: number or null`

            - `tool_use_id: string`

              pattern: ^srvtoolu_[a-zA-Z0-9_]+$

          - `BetaToolSearchToolResultBlock object`

            - `type: "tool_search_tool_result"`

              default: tool_search_tool_result

            - `content: BetaToolSearchToolResultError or BetaToolSearchToolSearchResultBlock`

              - `BetaToolSearchToolResultError object`

                - `type: "tool_search_tool_result_error"`

                  default: tool_search_tool_result_error

                - `error_code: "invalid_tool_input" or "unavailable" or "too_many_requests" or "execution_time_exceeded"`

                  - `"invalid_tool_input"`

                  - `"unavailable"`

                  - `"too_many_requests"`

                  - `"execution_time_exceeded"`

                - `error_message: string or null`

              - `BetaToolSearchToolSearchResultBlock object`

                - `type: "tool_search_tool_search_result"`

                  default: tool_search_tool_search_result

                - `tool_references: array of BetaToolReferenceBlock`

                  - `type: "tool_reference"`

                    default: tool_reference

                  - `tool_name: string`

                    minLength: 1, maxLength: 256, pattern: ^[a-zA-Z0-9_-]{1,256}$

            - `tool_use_id: string`

              pattern: ^srvtoolu_[a-zA-Z0-9_]+$

          - `BetaMCPToolUseBlock object`

            - `type: "mcp_tool_use"`

              default: mcp_tool_use

            - `id: string`

              pattern: ^[a-zA-Z0-9_-]+$

            - `input: map[unknown]`

            - `name: string`

              The name of the MCP tool

            - `server_name: string`

              The name of the MCP server

          - `BetaMCPToolResultBlock object`

            - `type: "mcp_tool_result"`

              default: mcp_tool_result

            - `content: string or array of BetaTextBlock`

              - `string`

              - `BetaMCPToolResultBlockContent = array of BetaTextBlock`

                - `type: "text"`

                  default: text

                - `citations: array of BetaTextCitation or null`

                  Citations supporting the text block.

                  The type of citation returned will depend on the type of document being cited. Citing a PDF results in `page_location`, plain text results in `char_location`, and content document results in `content_block_location`.

                - `text: string`

            - `is_error: boolean`

              default: false

            - `tool_use_id: string`

              pattern: ^[a-zA-Z0-9_-]+$

          - `BetaContainerUploadBlock object`

            Response model for a file uploaded to the container.

            - `type: "container_upload"`

              default: container_upload

            - `file_id: string`

          - `BetaCompactionBlock object`

            A compaction block returned when autocompact is triggered.

            When content is None, it indicates the compaction failed to produce a valid
            summary (e.g., malformed output from the model). Clients may round-trip
            compaction blocks with null content; the server treats them as no-ops.

            - `type: "compaction"`

              default: compaction

            - `content: string or null`

              Summary of compacted content, or null if compaction failed

            - `encrypted_content: string or null`

              Opaque metadata from prior compaction, to be round-tripped verbatim

            - `signature: optional string or null`

              Signature over the summary, to be sent back with the block verbatim

            - `tool_changes: optional array of BetaResponseToolAdditionBlock or BetaResponseToolRemovalBlock or null`

              The tool changes of the compacted range: the `tool_addition` and `tool_removal` blocks that take the request's `tools` to the tool set in effect at the end of the range, or `[]` when the range changed no tool. Absent when the server did not compute them. Send the block back unchanged.

              - `BetaResponseToolAdditionBlock object`

                An entry of a `compaction` block's `tool_changes`: a tool the
                compacted range made available, as a reference to a `tools` entry or
                MCP toolset, or as the tool definition in effect at the end of the
                range, by value. Send it back unchanged.

                - `type: "tool_addition"`

                  default: tool_addition

                - `tool: BetaResponseToolChangeToolReference or BetaResponseToolChangeMCPToolReference or BetaResponseToolChangeMCPToolsetReference or BetaToolChangeToolDefinition`

                  The tool made available: a reference to a `tools` entry or MCP toolset, or a `tool_definition` carrying the definition by value.

                  - `BetaResponseToolChangeToolReference object`

                    Reference to a single tool, by the name the model uses to call it, as
                    a `compaction` block's `tool_changes` entry reports it: a tool
                    declared in `tools` or defined by an earlier `tool_addition` block.
                    Send it back unchanged with the block.

                    - `type: "tool_reference"`

                      default: tool_reference

                    - `name: string`

                  - `BetaResponseToolChangeMCPToolReference object`

                    Reference to a single MCP tool, by its server and its name on that
                    server, as a `compaction` block's `tool_changes` entry reports it.
                    Send it back unchanged with the block.

                    - `type: "mcp_tool_reference"`

                      default: mcp_tool_reference

                    - `name: string`

                    - `server_name: string`

                  - `BetaResponseToolChangeMCPToolsetReference object`

                    Reference to every tool in the named MCP server's toolset, as a
                    `compaction` block's `tool_changes` entry reports it. Send it back
                    unchanged with the block.

                    - `type: "mcp_toolset_reference"`

                      default: mcp_toolset_reference

                    - `server_name: string`

                  - `BetaToolChangeToolDefinition object`

                    A tool defined by value, as a `compaction` block's `tool_changes` entry
                    reports it: `definition` is the tool's definition as it was sent, in the
                    form of a `tools` entry, without `cache_control`. Send it back unchanged
                    with the block.

                    - `type: "tool_definition"`

                      default: tool_definition

                    - `definition: BetaResponseToolUnion`

                      - `BetaResponseTool object`

                        A custom tool definition, as sent.

                        - `type: optional "custom" or null`

                        - `input_schema: BetaResponseToolInputSchema`

                          [JSON schema](https://json-schema.org/draft/2020-12) for this tool's input.

                          This defines the shape of the `input` that your tool accepts and that the model will produce.

                          - `type: "object"`

                          - `properties: optional map[unknown] or null`

                          - `required: optional array of string or null`

                        - `name: string`

                          Name of the tool.

                          This is how the tool will be called by the model and in `tool_use` blocks.

                          minLength: 1, maxLength: 128, pattern: ^[a-zA-Z0-9_-]{1,128}$

                        - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                          - `"direct"`

                          - `"code_execution_20250825"`

                          - `"code_execution_20260120"`

                          - `"code_execution_20260521"`

                        - `defer_loading: optional boolean`

                          If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                        - `description: optional string`

                          Description of what this tool does.

                          Tool descriptions should be as detailed as possible. The more information that the model has about what the tool is and how to use it, the better it will perform. You can use natural language descriptions to reinforce important aspects of the tool input JSON schema.

                        - `eager_input_streaming: optional boolean or null`

                          Enable eager input streaming for this tool. When true, tool input parameters will be streamed incrementally as they are generated, and types will be inferred on-the-fly rather than buffering the full JSON output. When false, streaming is disabled for this tool even if the fine-grained-tool-streaming beta is active. When null (default), uses the default behavior based on beta headers.

                        - `input_examples: optional array of map[unknown]`

                        - `strict: optional boolean`

                          When true, guarantees schema validation on tool names and inputs

                      - `BetaToolBash20241022 object`

                        - `type: "bash_20241022"`

                        - `name: "bash"`

                          Name of the tool.

                          This is how the tool will be called by the model and in `tool_use` blocks.

                        - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                          - `"direct"`

                          - `"code_execution_20250825"`

                          - `"code_execution_20260120"`

                          - `"code_execution_20260521"`

                        - `cache_control: optional BetaCacheControlEphemeral or null`

                          Create a cache control breakpoint at this content block.

                          - `type: "ephemeral"`

                          - `ttl: optional "5m" or "1h"`

                            The time-to-live for the cache control breakpoint.

                            This may be one the following values:

                            - `5m`: 5 minutes
                            - `1h`: 1 hour

                            Defaults to `5m`. See [prompt caching pricing](https://platform.claude.com/docs/en/build-with-claude/prompt-caching?sdk_languages=http) for details.

                            - `"5m"`

                            - `"1h"`

                        - `defer_loading: optional boolean`

                          If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                        - `input_examples: optional array of map[unknown]`

                        - `strict: optional boolean`

                          When true, guarantees schema validation on tool names and inputs

                      - `BetaToolBash20250124 object`

                        - `type: "bash_20250124"`

                        - `name: "bash"`

                          Name of the tool.

                          This is how the tool will be called by the model and in `tool_use` blocks.

                        - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                          - `"direct"`

                          - `"code_execution_20250825"`

                          - `"code_execution_20260120"`

                          - `"code_execution_20260521"`

                        - `cache_control: optional BetaCacheControlEphemeral or null`

                          Create a cache control breakpoint at this content block.

                        - `defer_loading: optional boolean`

                          If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                        - `input_examples: optional array of map[unknown]`

                        - `strict: optional boolean`

                          When true, guarantees schema validation on tool names and inputs

                      - `BetaCodeExecutionTool20250522 object`

                        - `type: "code_execution_20250522"`

                        - `name: "code_execution"`

                          Name of the tool.

                          This is how the tool will be called by the model and in `tool_use` blocks.

                        - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                          - `"direct"`

                          - `"code_execution_20250825"`

                          - `"code_execution_20260120"`

                          - `"code_execution_20260521"`

                        - `cache_control: optional BetaCacheControlEphemeral or null`

                          Create a cache control breakpoint at this content block.

                        - `defer_loading: optional boolean`

                          If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                        - `strict: optional boolean`

                          When true, guarantees schema validation on tool names and inputs

                      - `BetaCodeExecutionTool20250825 object`

                        - `type: "code_execution_20250825"`

                        - `name: "code_execution"`

                          Name of the tool.

                          This is how the tool will be called by the model and in `tool_use` blocks.

                        - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                          - `"direct"`

                          - `"code_execution_20250825"`

                          - `"code_execution_20260120"`

                          - `"code_execution_20260521"`

                        - `cache_control: optional BetaCacheControlEphemeral or null`

                          Create a cache control breakpoint at this content block.

                        - `defer_loading: optional boolean`

                          If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                        - `strict: optional boolean`

                          When true, guarantees schema validation on tool names and inputs

                      - `BetaCodeExecutionTool20260120 object`

                        Code execution tool with REPL state persistence (daemon mode + gVisor checkpoint).

                        - `type: "code_execution_20260120"`

                        - `name: "code_execution"`

                          Name of the tool.

                          This is how the tool will be called by the model and in `tool_use` blocks.

                        - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                          - `"direct"`

                          - `"code_execution_20250825"`

                          - `"code_execution_20260120"`

                          - `"code_execution_20260521"`

                        - `cache_control: optional BetaCacheControlEphemeral or null`

                          Create a cache control breakpoint at this content block.

                        - `defer_loading: optional boolean`

                          If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                        - `strict: optional boolean`

                          When true, guarantees schema validation on tool names and inputs

                      - `BetaCodeExecutionTool20260521 object`

                        Code execution tool with REPL state persistence.

                        - `type: "code_execution_20260521"`

                        - `name: "code_execution"`

                          Name of the tool.

                          This is how the tool will be called by the model and in `tool_use` blocks.

                        - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                          - `"direct"`

                          - `"code_execution_20250825"`

                          - `"code_execution_20260120"`

                          - `"code_execution_20260521"`

                        - `cache_control: optional BetaCacheControlEphemeral or null`

                          Create a cache control breakpoint at this content block.

                        - `defer_loading: optional boolean`

                          If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                        - `strict: optional boolean`

                          When true, guarantees schema validation on tool names and inputs

                      - `BetaBrowserToolset20260801 object`

                        The browser toolset: a single `tools[]` entry (carrying no
                        `name`) that declares the browser tool family. The model is served
                        the family's tool with any members disabled via `configs` removed
                        from its schema.

                        - `type: "browser_toolset_20260801"`

                        - `cache_control: optional BetaCacheControlEphemeral or null`

                          Create a cache control breakpoint at this content block.

                        - `configs: optional BetaBrowserToolsetConfigs or null`

                          Sparse per-member overrides, keyed by member name. Absent, null, and {} are equivalent; a member's defaults apply wherever its key is absent.

                          - `type: optional BetaBrowserTypeConfig or null`

                            `type`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `close_tab: optional BetaBrowserCloseTabConfig or null`

                            `close_tab`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `double_click: optional BetaBrowserDoubleClickConfig or null`

                            `double_click`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `file_upload: optional BetaBrowserFileUploadConfig or null`

                            `file_upload`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `find: optional BetaBrowserFindConfig or null`

                            `find`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `form_input: optional BetaBrowserFormInputConfig or null`

                            `form_input`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `get_page_text: optional BetaBrowserGetPageTextConfig or null`

                            `get_page_text`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `hold_key: optional BetaBrowserHoldKeyConfig or null`

                            `hold_key`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `hover: optional BetaBrowserHoverConfig or null`

                            `hover`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `javascript_exec: optional BetaBrowserJavascriptExecConfig or null`

                            `javascript_exec`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `key: optional BetaBrowserKeyConfig or null`

                            `key`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `left_click: optional BetaBrowserLeftClickConfig or null`

                            `left_click`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `left_click_drag: optional BetaBrowserLeftClickDragConfig or null`

                            `left_click_drag`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `left_mouse_down: optional BetaBrowserLeftMouseDownConfig or null`

                            `left_mouse_down`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `left_mouse_up: optional BetaBrowserLeftMouseUpConfig or null`

                            `left_mouse_up`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `list_tabs: optional BetaBrowserListTabsConfig or null`

                            `list_tabs`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `middle_click: optional BetaBrowserMiddleClickConfig or null`

                            `middle_click`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `mouse_move: optional BetaBrowserMouseMoveConfig or null`

                            `mouse_move`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `navigate: optional BetaBrowserNavigateConfig or null`

                            `navigate`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `new_tab: optional BetaBrowserNewTabConfig or null`

                            `new_tab`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `read_console: optional BetaBrowserReadConsoleConfig or null`

                            `read_console`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `read_network: optional BetaBrowserReadNetworkConfig or null`

                            `read_network`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `read_page: optional BetaBrowserReadPageConfig or null`

                            `read_page`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `right_click: optional BetaBrowserRightClickConfig or null`

                            `right_click`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `screenshot: optional BetaBrowserScreenshotConfig or null`

                            `screenshot`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `scroll: optional BetaBrowserScrollConfig or null`

                            `scroll`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `scroll_to: optional BetaBrowserScrollToConfig or null`

                            `scroll_to`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `switch_tab: optional BetaBrowserSwitchTabConfig or null`

                            `switch_tab`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `triple_click: optional BetaBrowserTripleClickConfig or null`

                            `triple_click`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `wait: optional BetaBrowserWaitConfig or null`

                            `wait`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `zoom: optional BetaBrowserZoomConfig or null`

                            `zoom`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                      - `BetaToolComputerUse20241022 object`

                        - `type: "computer_20241022"`

                        - `display_height_px: number`

                          The height of the display in pixels.

                          minimum: 1

                        - `display_width_px: number`

                          The width of the display in pixels.

                          minimum: 1

                        - `name: "computer"`

                          Name of the tool.

                          This is how the tool will be called by the model and in `tool_use` blocks.

                        - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                          - `"direct"`

                          - `"code_execution_20250825"`

                          - `"code_execution_20260120"`

                          - `"code_execution_20260521"`

                        - `cache_control: optional BetaCacheControlEphemeral or null`

                          Create a cache control breakpoint at this content block.

                        - `defer_loading: optional boolean`

                          If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                        - `display_number: optional number or null`

                          The X11 display number (e.g. 0, 1) for the display.

                          minimum: 0

                        - `input_examples: optional array of map[unknown]`

                        - `strict: optional boolean`

                          When true, guarantees schema validation on tool names and inputs

                      - `BetaMemoryTool20250818 object`

                        - `type: "memory_20250818"`

                        - `name: "memory"`

                          Name of the tool.

                          This is how the tool will be called by the model and in `tool_use` blocks.

                        - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                          - `"direct"`

                          - `"code_execution_20250825"`

                          - `"code_execution_20260120"`

                          - `"code_execution_20260521"`

                        - `cache_control: optional BetaCacheControlEphemeral or null`

                          Create a cache control breakpoint at this content block.

                        - `defer_loading: optional boolean`

                          If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                        - `input_examples: optional array of map[unknown]`

                        - `strict: optional boolean`

                          When true, guarantees schema validation on tool names and inputs

                      - `BetaToolComputerUse20250124 object`

                        - `type: "computer_20250124"`

                        - `display_height_px: number`

                          The height of the display in pixels.

                          minimum: 1

                        - `display_width_px: number`

                          The width of the display in pixels.

                          minimum: 1

                        - `name: "computer"`

                          Name of the tool.

                          This is how the tool will be called by the model and in `tool_use` blocks.

                        - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                          - `"direct"`

                          - `"code_execution_20250825"`

                          - `"code_execution_20260120"`

                          - `"code_execution_20260521"`

                        - `cache_control: optional BetaCacheControlEphemeral or null`

                          Create a cache control breakpoint at this content block.

                        - `defer_loading: optional boolean`

                          If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                        - `display_number: optional number or null`

                          The X11 display number (e.g. 0, 1) for the display.

                          minimum: 0

                        - `input_examples: optional array of map[unknown]`

                        - `strict: optional boolean`

                          When true, guarantees schema validation on tool names and inputs

                      - `BetaToolTextEditor20241022 object`

                        - `type: "text_editor_20241022"`

                        - `name: "str_replace_editor"`

                          Name of the tool.

                          This is how the tool will be called by the model and in `tool_use` blocks.

                        - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                          - `"direct"`

                          - `"code_execution_20250825"`

                          - `"code_execution_20260120"`

                          - `"code_execution_20260521"`

                        - `cache_control: optional BetaCacheControlEphemeral or null`

                          Create a cache control breakpoint at this content block.

                        - `defer_loading: optional boolean`

                          If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                        - `input_examples: optional array of map[unknown]`

                        - `strict: optional boolean`

                          When true, guarantees schema validation on tool names and inputs

                      - `BetaToolComputerUse20251124 object`

                        - `type: "computer_20251124"`

                        - `display_height_px: number`

                          The height of the display in pixels.

                          minimum: 1

                        - `display_width_px: number`

                          The width of the display in pixels.

                          minimum: 1

                        - `name: "computer"`

                          Name of the tool.

                          This is how the tool will be called by the model and in `tool_use` blocks.

                        - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                          - `"direct"`

                          - `"code_execution_20250825"`

                          - `"code_execution_20260120"`

                          - `"code_execution_20260521"`

                        - `cache_control: optional BetaCacheControlEphemeral or null`

                          Create a cache control breakpoint at this content block.

                        - `defer_loading: optional boolean`

                          If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                        - `display_number: optional number or null`

                          The X11 display number (e.g. 0, 1) for the display.

                          minimum: 0

                        - `enable_zoom: optional boolean`

                          Whether to enable an action to take a zoomed-in screenshot of the screen.

                        - `input_examples: optional array of map[unknown]`

                        - `strict: optional boolean`

                          When true, guarantees schema validation on tool names and inputs

                      - `BetaComputerToolset20260801 object`

                        The computer toolset: a single `tools[]` entry (carrying no
                        `name`) that declares the computer tool family. The model is
                        served the family's tool with any members disabled via `configs`
                        removed from its schema. Every member is enabled by default, zoom
                        included. The single-tool options `display_number` and
                        `enable_zoom` are not fields of a toolset entry — it carries only
                        `type`, `configs`, and `cache_control`; zoom is controlled
                        via `configs.zoom.enabled`.

                        - `type: "computer_toolset_20260801"`

                        - `cache_control: optional BetaCacheControlEphemeral or null`

                          Create a cache control breakpoint at this content block.

                        - `configs: optional BetaComputerToolsetConfigs or null`

                          Sparse per-member overrides, keyed by member name. Absent, null, and {} are equivalent; a member's defaults apply wherever its key is absent.

                          - `type: optional BetaComputerTypeConfig or null`

                            `type`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `cursor_position: optional BetaComputerCursorPositionConfig or null`

                            `cursor_position`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `double_click: optional BetaComputerDoubleClickConfig or null`

                            `double_click`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `hold_key: optional BetaComputerHoldKeyConfig or null`

                            `hold_key`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `key: optional BetaComputerKeyConfig or null`

                            `key`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `left_click: optional BetaComputerLeftClickConfig or null`

                            `left_click`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `left_click_drag: optional BetaComputerLeftClickDragConfig or null`

                            `left_click_drag`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `left_mouse_down: optional BetaComputerLeftMouseDownConfig or null`

                            `left_mouse_down`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `left_mouse_up: optional BetaComputerLeftMouseUpConfig or null`

                            `left_mouse_up`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `middle_click: optional BetaComputerMiddleClickConfig or null`

                            `middle_click`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `mouse_move: optional BetaComputerMouseMoveConfig or null`

                            `mouse_move`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `right_click: optional BetaComputerRightClickConfig or null`

                            `right_click`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `screenshot: optional BetaComputerScreenshotConfig or null`

                            `screenshot`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `scroll: optional BetaComputerScrollConfig or null`

                            `scroll`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `triple_click: optional BetaComputerTripleClickConfig or null`

                            `triple_click`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `wait: optional BetaComputerWaitConfig or null`

                            `wait`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                          - `zoom: optional BetaComputerZoomConfig or null`

                            `zoom`'s config overrides.

                            - `defer_loading: optional boolean or null`

                              Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                            - `enabled: optional boolean or null`

                              Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                      - `BetaToolTextEditor20250124 object`

                        - `type: "text_editor_20250124"`

                        - `name: "str_replace_editor"`

                          Name of the tool.

                          This is how the tool will be called by the model and in `tool_use` blocks.

                        - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                          - `"direct"`

                          - `"code_execution_20250825"`

                          - `"code_execution_20260120"`

                          - `"code_execution_20260521"`

                        - `cache_control: optional BetaCacheControlEphemeral or null`

                          Create a cache control breakpoint at this content block.

                        - `defer_loading: optional boolean`

                          If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                        - `input_examples: optional array of map[unknown]`

                        - `strict: optional boolean`

                          When true, guarantees schema validation on tool names and inputs

                      - `BetaToolTextEditor20250429 object`

                        - `type: "text_editor_20250429"`

                        - `name: "str_replace_based_edit_tool"`

                          Name of the tool.

                          This is how the tool will be called by the model and in `tool_use` blocks.

                        - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                          - `"direct"`

                          - `"code_execution_20250825"`

                          - `"code_execution_20260120"`

                          - `"code_execution_20260521"`

                        - `cache_control: optional BetaCacheControlEphemeral or null`

                          Create a cache control breakpoint at this content block.

                        - `defer_loading: optional boolean`

                          If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                        - `input_examples: optional array of map[unknown]`

                        - `strict: optional boolean`

                          When true, guarantees schema validation on tool names and inputs

                      - `BetaToolTextEditor20250728 object`

                        - `type: "text_editor_20250728"`

                        - `name: "str_replace_based_edit_tool"`

                          Name of the tool.

                          This is how the tool will be called by the model and in `tool_use` blocks.

                        - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                          - `"direct"`

                          - `"code_execution_20250825"`

                          - `"code_execution_20260120"`

                          - `"code_execution_20260521"`

                        - `cache_control: optional BetaCacheControlEphemeral or null`

                          Create a cache control breakpoint at this content block.

                        - `defer_loading: optional boolean`

                          If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                        - `input_examples: optional array of map[unknown]`

                        - `max_characters: optional number or null`

                          Maximum number of characters to display when viewing a file. If not specified, defaults to displaying the full file.

                          minimum: 1

                        - `strict: optional boolean`

                          When true, guarantees schema validation on tool names and inputs

                      - `BetaWebSearchTool20250305 object`

                        - `type: "web_search_20250305"`

                        - `name: "web_search"`

                          Name of the tool.

                          This is how the tool will be called by the model and in `tool_use` blocks.

                        - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                          - `"direct"`

                          - `"code_execution_20250825"`

                          - `"code_execution_20260120"`

                          - `"code_execution_20260521"`

                        - `allowed_domains: optional array of string or null`

                          If provided, only these domains will be included in results. Cannot be used alongside `blocked_domains`.

                        - `blocked_domains: optional array of string or null`

                          If provided, these domains will never appear in results. Cannot be used alongside `allowed_domains`.

                        - `cache_control: optional BetaCacheControlEphemeral or null`

                          Create a cache control breakpoint at this content block.

                        - `defer_loading: optional boolean`

                          If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                        - `max_uses: optional number or null`

                          Maximum number of times the tool can be used in the API request.

                          minimum: 1

                        - `strict: optional boolean`

                          When true, guarantees schema validation on tool names and inputs

                        - `user_location: optional BetaUserLocation or null`

                          Parameters for the user's location. Used to provide more relevant search results.

                          - `type: "approximate"`

                          - `city: optional string or null`

                            The city of the user.

                            minLength: 1, maxLength: 255

                          - `country: optional string or null`

                            The two letter [ISO country code](https://en.wikipedia.org/wiki/ISO_3166-1_alpha-2) of the user.

                            minLength: 2, maxLength: 2

                          - `region: optional string or null`

                            The region of the user.

                            minLength: 1, maxLength: 255

                          - `timezone: optional string or null`

                            The [IANA timezone](https://nodatime.org/TimeZones) of the user.

                            minLength: 1, maxLength: 255

                      - `BetaWebFetchTool20250910 object`

                        - `type: "web_fetch_20250910"`

                        - `name: "web_fetch"`

                          Name of the tool.

                          This is how the tool will be called by the model and in `tool_use` blocks.

                        - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                          - `"direct"`

                          - `"code_execution_20250825"`

                          - `"code_execution_20260120"`

                          - `"code_execution_20260521"`

                        - `allowed_domains: optional array of string or null`

                          List of domains to allow fetching from

                        - `blocked_domains: optional array of string or null`

                          List of domains to block fetching from

                        - `cache_control: optional BetaCacheControlEphemeral or null`

                          Create a cache control breakpoint at this content block.

                        - `citations: optional BetaCitationsConfigParam or null`

                          Citations configuration for fetched documents. Citations are disabled by default.

                          - `enabled: optional boolean`

                        - `defer_loading: optional boolean`

                          If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                        - `max_content_tokens: optional number or null`

                          Maximum number of tokens used by including web page text content in the context. The limit is approximate and does not apply to binary content such as PDFs.

                          minimum: 1

                        - `max_uses: optional number or null`

                          Maximum number of times the tool can be used in the API request.

                          minimum: 1

                        - `strict: optional boolean`

                          When true, guarantees schema validation on tool names and inputs

                        - `url_sources: optional BetaWebFetchURLSources or null`

                          Which sources contribute to the set of URLs the tool may fetch. Omitted means every source.

                          - `client_tool_results: optional BetaWebFetchURLSourceAll or BetaWebFetchURLSourceNone or BetaWebFetchURLSourceOnly or BetaWebFetchURLSourceExcept`

                            Which client tools' results contribute fetchable URLs: "all", "none", or an only or except list of client tool names from tools[].

                            - `BetaWebFetchURLSourceAll object`

                              The `url_sources` variant under which a source contributes in
                              full: every result of the tool filter's source, or all user input.

                              - `type: "all"`

                            - `BetaWebFetchURLSourceNone object`

                              The `url_sources` variant under which a source contributes nothing:
                              no result of the tool filter's source, or no user input.

                              - `type: "none"`

                            - `BetaWebFetchURLSourceOnly object`

                              The tool filter variant under which only the named tools' results
                              contribute.

                              - `type: "only"`

                              - `tools: array of BetaWebFetchURLSourceToolReference`

                                - `type: "tool_reference"`

                                - `name: string`

                            - `BetaWebFetchURLSourceExcept object`

                              The tool filter variant under which every result but the named
                              tools' contributes.

                              - `type: "except"`

                              - `tools: array of BetaWebFetchURLSourceToolReference`

                                - `type: "tool_reference"`

                                - `name: string`

                          - `server_tool_results: optional BetaWebFetchURLSourceAll or BetaWebFetchURLSourceNone or BetaWebFetchURLSourceOnly or BetaWebFetchURLSourceExcept`

                            Which server tools' results contribute fetchable URLs: "all", "none", or an only or except list of server tool names from tools[]; only web_search and web_fetch results ever contribute.

                            - `BetaWebFetchURLSourceAll object`

                              The `url_sources` variant under which a source contributes in
                              full: every result of the tool filter's source, or all user input.

                            - `BetaWebFetchURLSourceNone object`

                              The `url_sources` variant under which a source contributes nothing:
                              no result of the tool filter's source, or no user input.

                            - `BetaWebFetchURLSourceOnly object`

                              The tool filter variant under which only the named tools' results
                              contribute.

                            - `BetaWebFetchURLSourceExcept object`

                              The tool filter variant under which every result but the named
                              tools' contributes.

                          - `user_input: optional BetaWebFetchURLSourceAll or BetaWebFetchURLSourceNone`

                            Whether URLs in user messages are fetchable: "all" or "none".

                            - `BetaWebFetchURLSourceAll object`

                              The `url_sources` variant under which a source contributes in
                              full: every result of the tool filter's source, or all user input.

                            - `BetaWebFetchURLSourceNone object`

                              The `url_sources` variant under which a source contributes nothing:
                              no result of the tool filter's source, or no user input.

                      - `BetaWebSearchTool20260209 object`

                        - `type: "web_search_20260209"`

                        - `name: "web_search"`

                          Name of the tool.

                          This is how the tool will be called by the model and in `tool_use` blocks.

                        - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                          - `"direct"`

                          - `"code_execution_20250825"`

                          - `"code_execution_20260120"`

                          - `"code_execution_20260521"`

                        - `allowed_domains: optional array of string or null`

                          If provided, only these domains will be included in results. Cannot be used alongside `blocked_domains`.

                        - `blocked_domains: optional array of string or null`

                          If provided, these domains will never appear in results. Cannot be used alongside `allowed_domains`.

                        - `cache_control: optional BetaCacheControlEphemeral or null`

                          Create a cache control breakpoint at this content block.

                        - `defer_loading: optional boolean`

                          If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                        - `max_uses: optional number or null`

                          Maximum number of times the tool can be used in the API request.

                          minimum: 1

                        - `strict: optional boolean`

                          When true, guarantees schema validation on tool names and inputs

                        - `user_location: optional BetaUserLocation or null`

                          Parameters for the user's location. Used to provide more relevant search results.

                      - `BetaWebFetchTool20260209 object`

                        - `type: "web_fetch_20260209"`

                        - `name: "web_fetch"`

                          Name of the tool.

                          This is how the tool will be called by the model and in `tool_use` blocks.

                        - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                          - `"direct"`

                          - `"code_execution_20250825"`

                          - `"code_execution_20260120"`

                          - `"code_execution_20260521"`

                        - `allowed_domains: optional array of string or null`

                          List of domains to allow fetching from

                        - `blocked_domains: optional array of string or null`

                          List of domains to block fetching from

                        - `cache_control: optional BetaCacheControlEphemeral or null`

                          Create a cache control breakpoint at this content block.

                        - `citations: optional BetaCitationsConfigParam or null`

                          Citations configuration for fetched documents. Citations are disabled by default.

                        - `defer_loading: optional boolean`

                          If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                        - `max_content_tokens: optional number or null`

                          Maximum number of tokens used by including web page text content in the context. The limit is approximate and does not apply to binary content such as PDFs.

                          minimum: 1

                        - `max_uses: optional number or null`

                          Maximum number of times the tool can be used in the API request.

                          minimum: 1

                        - `strict: optional boolean`

                          When true, guarantees schema validation on tool names and inputs

                        - `url_sources: optional BetaWebFetchURLSources or null`

                          Which sources contribute to the set of URLs the tool may fetch. Omitted means every source.

                      - `BetaWebFetchTool20260309 object`

                        Web fetch tool with use_cache parameter for bypassing cached content.

                        - `type: "web_fetch_20260309"`

                        - `name: "web_fetch"`

                          Name of the tool.

                          This is how the tool will be called by the model and in `tool_use` blocks.

                        - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                          - `"direct"`

                          - `"code_execution_20250825"`

                          - `"code_execution_20260120"`

                          - `"code_execution_20260521"`

                        - `allowed_domains: optional array of string or null`

                          List of domains to allow fetching from

                        - `blocked_domains: optional array of string or null`

                          List of domains to block fetching from

                        - `cache_control: optional BetaCacheControlEphemeral or null`

                          Create a cache control breakpoint at this content block.

                        - `citations: optional BetaCitationsConfigParam or null`

                          Citations configuration for fetched documents. Citations are disabled by default.

                        - `defer_loading: optional boolean`

                          If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                        - `max_content_tokens: optional number or null`

                          Maximum number of tokens used by including web page text content in the context. The limit is approximate and does not apply to binary content such as PDFs.

                          minimum: 1

                        - `max_uses: optional number or null`

                          Maximum number of times the tool can be used in the API request.

                          minimum: 1

                        - `strict: optional boolean`

                          When true, guarantees schema validation on tool names and inputs

                        - `url_sources: optional BetaWebFetchURLSources or null`

                          Which sources contribute to the set of URLs the tool may fetch. Omitted means every source.

                        - `use_cache: optional boolean`

                          Whether to use cached content. Set to false to bypass the cache and fetch fresh content. Only set to false when the user explicitly requests fresh content or when fetching rapidly-changing sources.

                      - `BetaWebSearchTool20260318 object`

                        - `type: "web_search_20260318"`

                        - `name: "web_search"`

                          Name of the tool.

                          This is how the tool will be called by the model and in `tool_use` blocks.

                        - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                          - `"direct"`

                          - `"code_execution_20250825"`

                          - `"code_execution_20260120"`

                          - `"code_execution_20260521"`

                        - `allowed_domains: optional array of string or null`

                          If provided, only these domains will be included in results. Cannot be used alongside `blocked_domains`.

                        - `blocked_domains: optional array of string or null`

                          If provided, these domains will never appear in results. Cannot be used alongside `allowed_domains`.

                        - `cache_control: optional BetaCacheControlEphemeral or null`

                          Create a cache control breakpoint at this content block.

                        - `defer_loading: optional boolean`

                          If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                        - `max_uses: optional number or null`

                          Maximum number of times the tool can be used in the API request.

                          minimum: 1

                        - `response_inclusion: optional "full" or "excluded"`

                          How this tool's result blocks appear in the API response when the result was consumed by a completed code_execution call in the same turn. 'full' returns the complete content (default). 'excluded' drops the nested server_tool_use and result block pair entirely. Results from direct calls, or from code_execution calls that paused before completing, are always returned in full so they can be sent back on the next turn.

                          - `"full"`

                          - `"excluded"`

                        - `strict: optional boolean`

                          When true, guarantees schema validation on tool names and inputs

                        - `user_location: optional BetaUserLocation or null`

                          Parameters for the user's location. Used to provide more relevant search results.

                      - `BetaWebFetchTool20260318 object`

                        - `type: "web_fetch_20260318"`

                        - `name: "web_fetch"`

                          Name of the tool.

                          This is how the tool will be called by the model and in `tool_use` blocks.

                        - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                          - `"direct"`

                          - `"code_execution_20250825"`

                          - `"code_execution_20260120"`

                          - `"code_execution_20260521"`

                        - `allowed_domains: optional array of string or null`

                          List of domains to allow fetching from

                        - `blocked_domains: optional array of string or null`

                          List of domains to block fetching from

                        - `cache_control: optional BetaCacheControlEphemeral or null`

                          Create a cache control breakpoint at this content block.

                        - `citations: optional BetaCitationsConfigParam or null`

                          Citations configuration for fetched documents. Citations are disabled by default.

                        - `defer_loading: optional boolean`

                          If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                        - `max_content_tokens: optional number or null`

                          Maximum number of tokens used by including web page text content in the context. The limit is approximate and does not apply to binary content such as PDFs.

                          minimum: 1

                        - `max_uses: optional number or null`

                          Maximum number of times the tool can be used in the API request.

                          minimum: 1

                        - `response_inclusion: optional "full" or "excluded"`

                          How this tool's result blocks appear in the API response when the result was consumed by a completed code_execution call in the same turn. 'full' returns the complete content (default). 'excluded' drops the nested server_tool_use and result block pair entirely. Results from direct calls, or from code_execution calls that paused before completing, are always returned in full so they can be sent back on the next turn.

                          - `"full"`

                          - `"excluded"`

                        - `strict: optional boolean`

                          When true, guarantees schema validation on tool names and inputs

                        - `url_sources: optional BetaWebFetchURLSources or null`

                          Which sources contribute to the set of URLs the tool may fetch. Omitted means every source.

                        - `use_cache: optional boolean`

                          Whether to use cached content. Set to false to bypass the cache and fetch fresh content. Only set to false when the user explicitly requests fresh content or when fetching rapidly-changing sources.

                      - `BetaAdvisorTool20260301 object`

                        - `type: "advisor_20260301"`

                        - `model: Model`

                          The model that will complete your prompt.

                          See [models](https://docs.anthropic.com/en/docs/models-overview) for additional details and options.

                          - `"claude-haiku-5-5"`

                            Fastest model for high-volume, real-time tasks

                          - `"claude-sonnet-5-5"`

                            Efficient model for coding and agents

                          - `"claude-fable-5-1"`

                            Frontier intelligence for ambitious tasks across coding, scientific discovery, and enterprise workflows

                          - `"claude-opus-5-5"`

                            Powerful intelligence for coding, knowledge work, and long-running agents

                          - `"claude-mythos-5-1"`

                            Our most capable model for cybersecurity and biology research, available through trusted access programs

                          - `"claude-sonnet-5"`

                            Efficient model for coding and agents

                          - `"claude-fable-5"`

                            Next generation of intelligence for the hardest knowledge work and coding problems

                          - `"claude-mythos-5"`

                            Most capable model for cybersecurity and biology research

                          - `"claude-opus-5"`

                            Powerful intelligence for long-running agents and coding

                          - `"claude-opus-4-8"`

                            Powerful intelligence for long-running agents and coding

                          - `"claude-opus-4-7"`

                            Powerful intelligence for long-running agents and coding

                          - `"claude-opus-4-6"`

                            Powerful intelligence for long-running agents and coding

                          - `"claude-sonnet-4-6"`

                            Best combination of speed and intelligence

                          - `"claude-haiku-4-5"`

                          - `"claude-haiku-4-5-20251001"`

                          - `"claude-opus-4-5"`

                            Powerful intelligence for long-running agents and coding

                          - `"claude-opus-4-5-20251101"`

                            Powerful intelligence for long-running agents and coding

                          - `"claude-mythos-preview"`

                            **Deprecated**: Will reach end-of-life on June 30, 2026. Please migrate to claude-mythos-5. Visit https://docs.anthropic.com/en/docs/resources/model-deprecations for more information.

                            New class of intelligence, strongest in coding and cybersecurity

                          - `"claude-sonnet-4-5"`

                            **Deprecated**: Will reach end-of-life on November 30, 2026. Please migrate to claude-sonnet-5-5. Visit https://docs.anthropic.com/en/docs/resources/model-deprecations for more information.

                            High-performance model for agents and coding

                          - `"claude-sonnet-4-5-20250929"`

                            **Deprecated**: Will reach end-of-life on November 30, 2026. Please migrate to claude-sonnet-5-5. Visit https://docs.anthropic.com/en/docs/resources/model-deprecations for more information.

                            High-performance model for agents and coding

                          - `string`

                        - `name: "advisor"`

                          Name of the tool.

                          This is how the tool will be called by the model and in `tool_use` blocks.

                        - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                          - `"direct"`

                          - `"code_execution_20250825"`

                          - `"code_execution_20260120"`

                          - `"code_execution_20260521"`

                        - `cache_control: optional BetaCacheControlEphemeral or null`

                          Create a cache control breakpoint at this content block.

                        - `caching: optional BetaCacheControlEphemeral or null`

                          Caching for the advisor's own prompt. When set, each advisor call writes a cache entry at the given TTL so subsequent calls in the same conversation read the stable prefix. When omitted, the advisor prompt is not cached.

                        - `defer_loading: optional boolean`

                          If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                        - `max_tokens: optional number or null`

                          Bounds the advisor's total output (thinking + text) per call. When the advisor hits this cap, the returned advisor_result or advisor_redacted_result block carries stop_reason='max_tokens', and a truncation note is appended to the advice text the worker model sees (inside the encrypted blob in redacted mode). When set, the server also emits a remaining-tokens budget block in the advisor's prompt so the advisor self-shapes toward the cap. When omitted, the advisor model's default output cap applies and no budget block is emitted.

                          minimum: 1024

                        - `max_uses: optional number or null`

                          Maximum number of times the tool can be used in the API request.

                          minimum: 1

                        - `strict: optional boolean`

                          When true, guarantees schema validation on tool names and inputs

                      - `BetaToolSearchToolBm25_20251119 object`

                        - `type: "tool_search_tool_bm25_20251119" or "tool_search_tool_bm25"`

                          - `"tool_search_tool_bm25_20251119"`

                          - `"tool_search_tool_bm25"`

                        - `name: "tool_search_tool_bm25"`

                          Name of the tool.

                          This is how the tool will be called by the model and in `tool_use` blocks.

                        - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                          - `"direct"`

                          - `"code_execution_20250825"`

                          - `"code_execution_20260120"`

                          - `"code_execution_20260521"`

                        - `cache_control: optional BetaCacheControlEphemeral or null`

                          Create a cache control breakpoint at this content block.

                        - `defer_loading: optional boolean`

                          If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                        - `strict: optional boolean`

                          When true, guarantees schema validation on tool names and inputs

                      - `BetaToolSearchToolRegex20251119 object`

                        - `type: "tool_search_tool_regex_20251119" or "tool_search_tool_regex"`

                          - `"tool_search_tool_regex_20251119"`

                          - `"tool_search_tool_regex"`

                        - `name: "tool_search_tool_regex"`

                          Name of the tool.

                          This is how the tool will be called by the model and in `tool_use` blocks.

                        - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                          - `"direct"`

                          - `"code_execution_20250825"`

                          - `"code_execution_20260120"`

                          - `"code_execution_20260521"`

                        - `cache_control: optional BetaCacheControlEphemeral or null`

                          Create a cache control breakpoint at this content block.

                        - `defer_loading: optional boolean`

                          If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                        - `strict: optional boolean`

                          When true, guarantees schema validation on tool names and inputs

                      - `BetaMCPToolset object`

                        Configuration for a group of tools from an MCP server.

                        Allows configuring enabled status and defer_loading for all tools
                        from an MCP server, with optional per-tool overrides.

                        - `type: "mcp_toolset"`

                        - `mcp_server_name: string`

                          Name of the MCP server to configure tools for

                          minLength: 1, maxLength: 255

                        - `cache_control: optional BetaCacheControlEphemeral or null`

                          Create a cache control breakpoint at this content block.

                        - `configs: optional map[BetaMCPToolConfig] or null`

                          Configuration overrides for specific tools, keyed by tool name

                          - `defer_loading: optional boolean`

                          - `enabled: optional boolean`

                        - `default_config: optional BetaMCPToolDefaultConfig`

                          Default configuration applied to all tools from this server

                          - `defer_loading: optional boolean`

                          - `enabled: optional boolean`

                        - `tools: optional array of BetaMCPToolParam or null`

                          The server's tool listing, pinned: when present, the server is not asked for its tools before sampling and exactly these entries, with `default_config` and `configs` applied, are the toolset's tools. Copy it from the `mcp_tool_listing` block of an earlier response.

                          - `input_schema: map[unknown]`

                            The tool's input schema as the MCP server lists it, verbatim.

                          - `name: string`

                            The tool's name as the MCP server lists it (not prefixed with the server name).

                            minLength: 1

                          - `description: optional string or null`

                            The tool's description as the MCP server lists it.

              - `BetaResponseToolRemovalBlock object`

                An entry of a `compaction` block's `tool_changes`: a tool of the
                request's `tools` (or an MCP tool or toolset) that the compacted range
                withdrew. Send it back unchanged.

                - `type: "tool_removal"`

                  default: tool_removal

                - `tool: BetaResponseToolChangeToolReference or BetaResponseToolChangeMCPToolReference or BetaResponseToolChangeMCPToolsetReference`

                  A reference to the withdrawn `tools` entry, MCP tool or MCP toolset.

                  - `BetaResponseToolChangeToolReference object`

                    Reference to a single tool, by the name the model uses to call it, as
                    a `compaction` block's `tool_changes` entry reports it: a tool
                    declared in `tools` or defined by an earlier `tool_addition` block.
                    Send it back unchanged with the block.

                  - `BetaResponseToolChangeMCPToolReference object`

                    Reference to a single MCP tool, by its server and its name on that
                    server, as a `compaction` block's `tool_changes` entry reports it.
                    Send it back unchanged with the block.

                  - `BetaResponseToolChangeMCPToolsetReference object`

                    Reference to every tool in the named MCP server's toolset, as a
                    `compaction` block's `tool_changes` entry reports it. Send it back
                    unchanged with the block.

          - `BetaFallbackBlock object`

            Marks the point in `content` where one model's output gives way to the next.

            One block appears per hop where a preceding model actually ran this turn and
            declined. A turn where no preceding model ran and declined has no such
            boundary and carries no block — the signal for whether a fallback model
            served the response is the presence of a `fallback_message` entry in
            `usage.iterations`, not this block.

            The block is treated like a server-tool content block for streaming: it
            arrives via the standard `content_block_start` / `content_block_stop`
            pair and carries no deltas.

            - `type: "fallback"`

              default: fallback

            - `from: BetaFallbackInfo`

              The model whose output ends at this point — the model that declined at this hop. When the declining hop is the requested model, its `model` echoes the top-level `model` string the caller sent (alias or canonical); when the declining hop is a fallback model, its `model` is that model's canonical id.

              - `model: Model`

                The model that will complete your prompt.

                See [models](https://docs.anthropic.com/en/docs/models-overview) for additional details and options.

            - `to: BetaFallbackInfo`

              The fallback model producing the content that follows this block. Its `model` is always the canonical id.

            - `trigger: BetaFallbackRefusalTrigger`

              What caused the `from` model to hand over at this hop.

              - `type: "refusal"`

                default: refusal

              - `category: "cyber" or "bio" or "frontier_llm" or 2 more or null`

                The policy category that triggered the `from` model's refusal at this hop. `null` when the refusal doesn't map to a named category. Same vocabulary as `stop_details.category`.

                - `"cyber"`

                  The request could enable cyber harm, such as malware or exploit development. Benign cybersecurity work can also trigger this category.

                - `"bio"`

                  The request could enable biological harm, such as dangerous lab methods. Beneficial life sciences work can also trigger this category.

                - `"frontier_llm"`

                  The request could assist the development of competing AI models, which is restricted under [Anthropic's commercial terms](https://www.anthropic.com/legal/commercial-terms). Benign machine learning work can also trigger this category.

                - `"reasoning_extraction"`

                  The request asks the model to reproduce its internal reasoning in the response text. To get reasoning in a structured form instead, use [adaptive thinking](https://platform.claude.com/docs/en/build-with-claude/adaptive-thinking?sdk_languages=http).

                - `"general_harms"`

                  The request could be related to an area that was determined as harmful. Benign work might sometimes trigger this category.

          - `BetaMCPToolListingBlock object`

            The tool listing the server fetched from an MCP server while producing
            this response. Send the assistant message back unchanged, this block
            included, so later requests use this listing instead of asking the MCP
            server again.

            - `type: "mcp_tool_listing"`

              default: mcp_tool_listing

            - `mcp_server_name: string`

            - `tools: array of BetaMCPTool`

              - `input_schema: map[unknown]`

              - `name: string`

              - `description: optional string`

        - `context_management: BetaContextManagementResponse or null`

          Context management response.

          Information about context management strategies applied during the request.

          - `applied_edits: array of BetaClearToolUses20250919EditResponse or BetaClearThinking20251015EditResponse`

            List of context management edits that were applied.

            - `BetaClearToolUses20250919EditResponse object`

              - `type: "clear_tool_uses_20250919"`

                The type of context management edit applied.

                default: clear_tool_uses_20250919

              - `cleared_input_tokens: number`

                Number of input tokens cleared by this edit.

                minimum: 0

              - `cleared_tool_uses: number`

                Number of tool uses that were cleared.

                minimum: 0

            - `BetaClearThinking20251015EditResponse object`

              - `type: "clear_thinking_20251015"`

                The type of context management edit applied.

                default: clear_thinking_20251015

              - `cleared_input_tokens: number`

                Number of input tokens cleared by this edit.

                minimum: 0

              - `cleared_thinking_turns: number`

                Number of thinking turns that were cleared.

                minimum: 0

        - `diagnostics: BetaDiagnostics or null`

          Request-level diagnostics. `null` when the request did not supply `diagnostics`, or when it did and no prompt-cache divergence was detected.

          - `cache_miss_reason: BetaCacheMissReason or null`

            Explains why the prompt cache could not fully reuse the prefix from the request identified by `diagnostics.previous_message_id`. `null` means diagnosis is still pending — the response was serialized before the background comparison completed.

            - `BetaCacheMissModelChanged object`

              - `type: "model_changed"`

                default: model_changed

              - `cache_missed_input_tokens: number`

                Approximate number of input tokens that would have been read from cache had the prefix matched the previous request.

            - `BetaCacheMissSystemChanged object`

              - `type: "system_changed"`

                default: system_changed

              - `cache_missed_input_tokens: number`

                Approximate number of input tokens that would have been read from cache had the prefix matched the previous request.

            - `BetaCacheMissToolsChanged object`

              - `type: "tools_changed"`

                default: tools_changed

              - `cache_missed_input_tokens: number`

                Approximate number of input tokens that would have been read from cache had the prefix matched the previous request.

            - `BetaCacheMissMessagesChanged object`

              - `type: "messages_changed"`

                default: messages_changed

              - `cache_missed_input_tokens: number`

                Approximate number of input tokens that would have been read from cache had the prefix matched the previous request.

            - `BetaCacheMissPreviousMessageNotFound object`

              - `type: "previous_message_not_found"`

                default: previous_message_not_found

            - `BetaCacheMissUnavailable object`

              - `type: "unavailable"`

                default: unavailable

        - `model: Model`

          The model that will complete your prompt.

          See [models](https://docs.anthropic.com/en/docs/models-overview) for additional details and options.

        - `role: "assistant"`

          Conversational role of the generated message.

          This will always be `"assistant"`.

          default: assistant

        - `stop_details: BetaRefusalStopDetails or null`

          Structured information about why model output stopped.

          This is `null` when the `stop_reason` has no additional detail to report.

          - `type: "refusal"`

            default: refusal

          - `category: "cyber" or "bio" or "frontier_llm" or 2 more or null`

            The policy category that triggered the refusal.

            `null` when the refusal doesn't map to a named category.

            - `"cyber"`

              The request could enable cyber harm, such as malware or exploit development. Benign cybersecurity work can also trigger this category.

            - `"bio"`

              The request could enable biological harm, such as dangerous lab methods. Beneficial life sciences work can also trigger this category.

            - `"frontier_llm"`

              The request could assist the development of competing AI models, which is restricted under [Anthropic's commercial terms](https://www.anthropic.com/legal/commercial-terms). Benign machine learning work can also trigger this category.

            - `"reasoning_extraction"`

              The request asks the model to reproduce its internal reasoning in the response text. To get reasoning in a structured form instead, use [adaptive thinking](https://platform.claude.com/docs/en/build-with-claude/adaptive-thinking?sdk_languages=http).

            - `"general_harms"`

              The request could be related to an area that was determined as harmful. Benign work might sometimes trigger this category.

          - `explanation: string or null`

            Human-readable explanation of the refusal.

            This text is not guaranteed to be stable. `null` when no explanation is available for the category.

          - `fallback_credit_token: string or null`

            Opaque code that refunds the cache-miss cost when retrying this refused
            request on the fallback model. Pass it as `fallback_credit_token` on the
            retry request. Expires 5 minutes after the refusal.

            The retry is sent either with the same request body (`system`, `messages`,
            `tools`, and other render-shaping fields), or with the same body plus one
            appended `assistant` message whose content is the partial text (with any
            trailing whitespace stripped from the final text block) and paired
            server-tool blocks from this refusal — which also authorizes that
            appended turn as an assistant-prefill continuation on models that otherwise
            disallow prefill. A token minted mid-server-tool-loop whose partial content
            was continuable may only be redeemed the second way — if a same-body retry
            is rejected with a 400 saying the token must be redeemed by continuing the
            partial response, retry the second way instead. Either way: same workspace,
            same platform; a mismatch is a 400. Resending a token for an already-warm
            prefix is permitted but yields no additional credit.

            `null` when the refused model isn't eligible for a fallback credit.

          - `fallback_has_prefill_claim: boolean or null`

            Whether the accompanying `fallback_credit_token` may be redeemed with the
            appended-assistant retry form. Only set when `fallback_credit_token` is
            present.

            `true`: retry by resending the same request body plus one appended
            `assistant` message whose content is this response's `content` with any
            trailing whitespace stripped from the final text block and unpaired
            `tool_use` blocks omitted (the same appended-turn shape described on
            `fallback_credit_token`), with the token attached. `false`: retry by
            resending the original request body unchanged, with the token attached —
            the appended-assistant form is not available for this refusal (no
            continuable partial content, or the request uses `output_format` or a
            `tool_choice` that forces tool use). One exception: when the request used
            `output_format` or a forced `tool_choice` and the refusal arrived after
            server tools (including MCP connector tools) had already executed, the
            token may not be redeemable by either retry form; if the exact-body retry
            is then rejected with a 400 saying the token must be redeemed by
            continuing the partial response, discard the token and retry without it.

            Advisory: if an appended-assistant retry is rejected with a 400 despite
            `true`, fall back to resending the original request body with the token.

          - `recommended_model: string or null`

            The server's suggested retry target for this refusal. Populated when a fallback attempt could not be made (the fallback model's rate limit was exhausted, or it was overloaded); names the fallback model the caller can retry directly. Null otherwise.

        - `stop_reason: BetaStopReason or null`

          The reason that we stopped.

          This may be one the following values:

          * `"end_turn"`: the model reached a natural stopping point
          * `"max_tokens"`: we exceeded the requested `max_tokens` or the model's maximum
          * `"stop_sequence"`: one of your provided custom `stop_sequences` was generated
          * `"tool_use"`: the model invoked one or more tools
          * `"pause_turn"`: we paused a long-running turn. You may provide the response back as-is in a subsequent request to let the model continue.
          * `"refusal"`: when streaming classifiers intervene to handle potential policy violations
          * `"model_context_window_exceeded"`: we exceeded the model's context window

          In non-streaming mode this value is always non-null. In streaming mode, it is null in the `message_start` event and non-null otherwise.

          - `"end_turn"`

          - `"max_tokens"`

          - `"stop_sequence"`

          - `"tool_use"`

          - `"pause_turn"`

          - `"compaction"`

          - `"refusal"`

          - `"model_context_window_exceeded"`

        - `stop_sequence: string or null`

          Which custom stop sequence was generated, if any.

          This value will be a non-null string if one of your custom stop sequences was generated.

        - `usage: BetaUsage`

          Billing and rate-limit usage.

          Anthropic's API bills and rate-limits by token counts, as tokens represent the underlying cost to our systems.

          Under the hood, the API transforms requests into a format suitable for the model. The model's output then goes through a parsing stage before becoming an API response. As a result, the token counts in `usage` will not match one-to-one with the exact visible content of an API request or response.

          For example, `output_tokens` will be non-zero, even for an empty string response from Claude.

          Total input tokens in a request is the summation of `input_tokens`, `cache_creation_input_tokens`, and `cache_read_input_tokens`.

          - `cache_creation: BetaCacheCreation or null`

            Breakdown of cached tokens by TTL

            - `ephemeral_1h_input_tokens: number`

              The number of input tokens used to create the 1 hour cache entry.

              default: 0, minimum: 0

            - `ephemeral_5m_input_tokens: number`

              The number of input tokens used to create the 5 minute cache entry.

              default: 0, minimum: 0

          - `cache_creation_input_tokens: number or null`

            The number of input tokens used to create the cache entry.

            minimum: 0

          - `cache_read_input_tokens: number or null`

            The number of input tokens read from the cache.

            minimum: 0

          - `fallback_credit: BetaFallbackCreditUsage or null`

            Outcome of the `fallback_credit_token` presented on this request.

            Present on every response to a non-batch request that carried a
            `fallback_credit_token`, in either redemption mode; absent otherwise (batch
            items accept and ignore the token and carry no outcome object).

            - `status: BetaFallbackCreditRedeemed or BetaFallbackCreditNotApplied`

              Whether the fallback-credit reprice was applied to this response's billing.

              A union discriminated on `type`. `redeemed`: the retry is billed as if
              the conversation had been on the retry model all along — including when the
              resulting shift is zero because there was nothing to move. `not_applied`:
              no reprice was applied; the arm's `reason` says why.

              - `BetaFallbackCreditRedeemed object`

                The reprice was applied: the retry is billed as if the conversation
                had been on the retry model all along.

                - `type: "redeemed"`

                  default: redeemed

              - `BetaFallbackCreditNotApplied object`

                No reprice was applied; `reason` says why.

                - `type: "not_applied"`

                  default: not_applied

                - `reason: "body_mismatch" or "continuation_excluded" or "continuation_only" or 9 more`

                  Why the reprice was not applied.

                  A closed enum; additions to the redemption-check vocabulary arrive as
                  deliberate schema updates.

                  - `"body_mismatch"`

                  - `"continuation_excluded"`

                  - `"continuation_only"`

                  - `"expired"`

                  - `"invalid_target_model"`

                  - `"not_enabled"`

                  - `"reprice_unavailable"`

                  - `"temporarily_unavailable"`

                  - `"variant_fields_present"`

                  - `"wrong_organization"`

                  - `"wrong_platform"`

                  - `"wrong_workspace"`

                - `remove_to_redeem: optional array of string or null`

                  Request fields to remove before retrying, so the retry can redeem this
                  token.

                  Present exactly when `reason` is `variant_fields_present` — never null,
                  never an empty array; absent otherwise. Fields are named only from your own request, and only after
                  the sealed variant hash matched. A served best-effort retry has already
                  been billed at normal price; nothing redeems retroactively, but a corrected
                  re-send inside the token's five-minute window can still redeem.

          - `inference_geo: string or null`

            The geographic region where inference was performed for this request.

          - `input_tokens: number`

            The number of input tokens which were used.

            minimum: 0

          - `iterations: BetaIterationsUsage or null`

            Per-iteration token usage breakdown.

            Each entry represents one sampling iteration, with its own input/output token counts and cache statistics, discriminated by `type`. For `message` entries (model sampling iterations, such as the turns of a server-side tool use loop), this allows you to:

            - Calculate the context window size from the last `message` entry
            - Understand token accumulation across server-side tool use loops

            A `compaction` entry reports the token usage of the compaction operation itself — the server-side request that summarizes the context being closed — NOT the size of the context that was compacted away, and its token counts can be much smaller than that closed context (for example, a compaction that closes a ~200k-token context can report only a few thousand tokens). Do not derive the context window size from a `compaction` entry, even when it is the last entry. A `compaction` entry's tokens are not included in the top-level `usage` fields. When an input-token trigger is in effect (the default — 150,000 tokens unless configured otherwise), each `compaction` entry closes a context that had reached at least that threshold, though the context can exceed it by the final iteration's output and tool results.

            - `BetaMessageIterationUsage object`

              Token usage for a sampling iteration.

              - `type: "message"`

                Usage for a sampling iteration

                default: message

              - `cache_creation: BetaCacheCreation or null`

                Breakdown of cached tokens by TTL

              - `cache_creation_input_tokens: number`

                The number of input tokens used to create the cache entry.

                default: 0, minimum: 0

              - `cache_read_input_tokens: number`

                The number of input tokens read from the cache.

                default: 0, minimum: 0

              - `input_tokens: number`

                The number of input tokens which were used.

                minimum: 0

              - `model: Model or null`

                The model that will complete your prompt.

                See [models](https://docs.anthropic.com/en/docs/models-overview) for additional details and options.

              - `output_tokens: number`

                The number of output tokens which were used.

                minimum: 0

            - `BetaCompactionIterationUsage object`

              Token usage for a compaction iteration.

              - `type: "compaction"`

                Usage for a compaction iteration

                default: compaction

              - `cache_creation: BetaCacheCreation or null`

                Breakdown of cached tokens by TTL

              - `cache_creation_input_tokens: number`

                The number of input tokens used to create the cache entry.

                default: 0, minimum: 0

              - `cache_read_input_tokens: number`

                The number of input tokens read from the cache.

                default: 0, minimum: 0

              - `input_tokens: number`

                The number of input tokens which were used.

                minimum: 0

              - `output_tokens: number`

                The number of output tokens which were used.

                minimum: 0

            - `BetaAdvisorMessageIterationUsage object`

              Token usage for an advisor sub-inference iteration.

              - `type: "advisor_message"`

                Usage for an advisor sub-inference iteration

                default: advisor_message

              - `cache_creation: BetaCacheCreation or null`

                Breakdown of cached tokens by TTL

              - `cache_creation_input_tokens: number`

                The number of input tokens used to create the cache entry.

                default: 0, minimum: 0

              - `cache_read_input_tokens: number`

                The number of input tokens read from the cache.

                default: 0, minimum: 0

              - `input_tokens: number`

                The number of input tokens which were used.

                minimum: 0

              - `model: Model`

                The model that will complete your prompt.

                See [models](https://docs.anthropic.com/en/docs/models-overview) for additional details and options.

              - `output_tokens: number`

                The number of output tokens which were used.

                minimum: 0

            - `BetaFallbackMessageIterationUsage object`

              Token usage for the fallback-model attempt of a server-side fallback request.

              The terminal entry of a fallback-served turn: when a fallback hop's
              output is the returned message, the entry for the iteration that
              completed it carries this type in place of `message`. A declined hop
              and the serving hop's earlier tool-loop iterations produce `message`
              entries. Whether a fallback model served the response is signalled by
              the presence of this entry in `usage.iterations`.

              - `type: "fallback_message"`

                Usage for the fallback-model attempt that served the response

                default: fallback_message

              - `cache_creation: BetaCacheCreation or null`

                Breakdown of cached tokens by TTL

              - `cache_creation_input_tokens: number`

                The number of input tokens used to create the cache entry.

                default: 0, minimum: 0

              - `cache_read_input_tokens: number`

                The number of input tokens read from the cache.

                default: 0, minimum: 0

              - `input_tokens: number`

                The number of input tokens which were used.

                minimum: 0

              - `model: Model`

                The model that will complete your prompt.

                See [models](https://docs.anthropic.com/en/docs/models-overview) for additional details and options.

              - `output_tokens: number`

                The number of output tokens which were used.

                minimum: 0

          - `output_tokens: number`

            The number of output tokens which were used.

            minimum: 0

          - `output_tokens_details: BetaOutputTokensDetails or null`

            Breakdown of output tokens by category.

            `output_tokens` remains the inclusive, authoritative total used for billing.
            This object provides a read-only decomposition for observability — for example,
            how many of the billed output tokens were spent on internal reasoning that may
            have been summarized before being returned to you.

            - `thinking_tokens: number`

              Number of output tokens the model generated as internal reasoning, including
              the thinking-block delimiter tokens.

              Reflects the raw reasoning the model produced, not the (possibly shorter)
              summarized thinking text returned in the response body. Computed by
              re-tokenizing the raw reasoning text, so it may differ from the model's exact
              generation count by a small number of tokens. Always ≤ `output_tokens`;
              `output_tokens - thinking_tokens` approximates the non-reasoning output.

              default: 0, minimum: 0

          - `server_tool_use: BetaServerToolUsage or null`

            The number of server tool requests.

            - `web_fetch_requests: number`

              The number of web fetch tool requests.

              default: 0, minimum: 0

            - `web_search_requests: number`

              The number of web search tool requests.

              default: 0, minimum: 0

          - `service_tier: "standard" or "priority" or "batch" or null`

            If the request used the priority, standard, or batch tier.

            - `"standard"`

            - `"priority"`

            - `"batch"`

          - `speed: "standard" or "fast" or null`

            The inference speed mode used for this request.

            - `"standard"`

            - `"fast"`

        - `input_transformations: optional array of BetaInputTransformation or null`

          Changes the API made to the request's input before showing it to the model,
          and blocks that failed a binding check but were left unchanged: one entry per
          block, in request order. Two entry types today. `thinking_dropped` — a
          `thinking`, `redacted_thinking` or `connector_text` block from the request's
          `messages` that was removed from the prompt instead of being shown to the
          model because it failed a binding check. `thinking_mismatch_allowed` — a
          `thinking` or `redacted_thinking` block that failed the conversation check
          (the conversation before it differs from the one it was created in, or it
          carries no record of one on a model that requires it) and was shown to the
          model all the same, because that check is not enforced for this request.
          More entry types may be added over time; ignore types you do not recognize.

          Requires `anthropic-beta: thinking-binding-controls-2026-08-01`. Present on
          every such response from a model that supports extended thinking, as `[]`
          when there is no entry to report; without the beta, blocks are removed or
          left in place all the same but nothing is reported. Removed blocks contribute
          nothing to `usage.input_tokens`; blocks left in place count as sent. When
          streaming, the array is final in `message_start`; the final `message_delta`
          event carries it only when a server-side model fallback happened mid-stream,
          in which case it holds the serving model's entries and replaces the one in
          `message_start`.

          - `BetaThinkingDroppedInputTransformation object`

            - `type: "thinking_dropped"`

              Always `thinking_dropped` for this entry type.

              default: thinking_dropped

            - `path: string`

              Where the removed block was in your request, as `messages.{i}.content.{j}`:
              `i` indexes the `messages` array you sent and `j` that message's `content`
              array — the same form error messages use.

            - `reason: "model_binding_mismatch" or "prefix_binding_mismatch" or "organization_binding_mismatch" or "end_user_binding_mismatch"`

              Which binding check removed the block: `model_binding_mismatch` — it was
              created by a model whose reasoning the requested model may not read;
              `prefix_binding_mismatch` — the conversation before it differs from the
              conversation it was created in (the rest of that turn's consecutive thinking
              blocks are removed with it, each with this reason);
              `organization_binding_mismatch` — it was created under a different
              organization (an Anthropic organization, AWS account or Google Cloud project)
              and this organization is not one of its additional organizations;
              `end_user_binding_mismatch` — it was created for a different end user, or
              was removed by the consumer-organization binding. A block that would fail
              several checks reports one reason, in this order of precedence:
              `organization_binding_mismatch`, `end_user_binding_mismatch`,
              `model_binding_mismatch`, `prefix_binding_mismatch`.

              - `"model_binding_mismatch"`

              - `"prefix_binding_mismatch"`

              - `"organization_binding_mismatch"`

              - `"end_user_binding_mismatch"`

          - `BetaThinkingMismatchAllowedInputTransformation object`

            - `type: "thinking_mismatch_allowed"`

              Always `thinking_mismatch_allowed` for this entry type.

              default: thinking_mismatch_allowed

            - `path: string`

              Where the block is in your request, as `messages.{i}.content.{j}`:
              `i` indexes the `messages` array you sent and `j` that message's `content`
              array — the same form error messages use.

            - `reason: "model_binding_mismatch" or "prefix_binding_mismatch" or "organization_binding_mismatch" or "end_user_binding_mismatch"`

              Which binding check the block failed; the block was shown to the model all
              the same. Always `prefix_binding_mismatch` today — the conversation before
              the block differs from the conversation it was created in, or the block
              carries no record of one on a model that requires it. Were the check
              enforced for this request, the block would have been removed or the request
              rejected (`thinking.block_binding.prefix_mismatch_behavior`). A removal also
              takes the rest of that turn's consecutive thinking blocks, whereas here each
              block is checked on its own, so `thinking_mismatch_allowed` entries are a
              lower bound on what enforcement would remove.

              - `"model_binding_mismatch"`

              - `"prefix_binding_mismatch"`

              - `"organization_binding_mismatch"`

              - `"end_user_binding_mismatch"`

    - `BetaMessageBatchErroredResult object`

      - `type: "errored"`

        default: errored

      - `error: BetaErrorResponse`

        - `type: "error"`

          default: error

        - `error: BetaError`

          - `BetaInvalidRequestError object`

            - `type: "invalid_request_error"`

              default: invalid_request_error

            - `message: string`

              default: Invalid request

          - `BetaAuthenticationError object`

            - `type: "authentication_error"`

              default: authentication_error

            - `message: string`

              default: Authentication error

          - `BetaBillingError object`

            - `type: "billing_error"`

              default: billing_error

            - `message: string`

              default: Billing error

          - `BetaPermissionError object`

            - `type: "permission_error"`

              default: permission_error

            - `message: string`

              default: Permission denied

          - `BetaNotFoundError object`

            - `type: "not_found_error"`

              default: not_found_error

            - `message: string`

              default: Not found

          - `BetaRateLimitError object`

            - `type: "rate_limit_error"`

              default: rate_limit_error

            - `message: string`

              default: Rate limited

          - `BetaGatewayTimeoutError object`

            - `type: "timeout_error"`

              default: timeout_error

            - `message: string`

              default: Request timeout

          - `BetaAPIError object`

            - `type: "api_error"`

              default: api_error

            - `message: string`

              default: Internal server error

          - `BetaOverloadedError object`

            - `type: "overloaded_error"`

              default: overloaded_error

            - `message: string`

              default: Overloaded

        - `request_id: string or null`

    - `BetaMessageBatchCanceledResult object`

      - `type: "canceled"`

        default: canceled

    - `BetaMessageBatchExpiredResult object`

      - `type: "expired"`

        default: expired

### Beta Message Batch Request Counts

- `BetaMessageBatchRequestCounts object`

  - `canceled: number`

    Number of requests in the Message Batch that have been canceled.

    This is zero until processing of the entire Message Batch has ended.

    default: 0

  - `errored: number`

    Number of requests in the Message Batch that encountered an error.

    This is zero until processing of the entire Message Batch has ended.

    default: 0

  - `expired: number`

    Number of requests in the Message Batch that have expired.

    This is zero until processing of the entire Message Batch has ended.

    default: 0

  - `processing: number`

    Number of requests in the Message Batch that are processing.

    default: 0

  - `succeeded: number`

    Number of requests in the Message Batch that have completed successfully.

    This is zero until processing of the entire Message Batch has ended.

    default: 0

### Beta Message Batch Result

- `BetaMessageBatchResult = BetaMessageBatchSucceededResult or BetaMessageBatchErroredResult or BetaMessageBatchCanceledResult or BetaMessageBatchExpiredResult`

  Processing result for this request.

  Contains a Message output if processing was successful, an error response if processing failed, or the reason why processing was not attempted, such as cancellation or expiration.

  - `BetaMessageBatchSucceededResult object`

    - `type: "succeeded"`

      default: succeeded

    - `message: BetaMessage`

      - `type: "message"`

        Object type.

        For Messages, this is always `"message"`.

        default: message

      - `id: string`

        Unique object identifier.

        The format and length of IDs may change over time.

      - `container: BetaContainer or null`

        Information about the container used in this request.

        This will be non-null if a container tool (e.g. code execution) was used.

        - `id: string`

          Identifier for the container used in this request

        - `expires_at: string`

          The time at which the container will expire.

          format: date-time

        - `skills: array of BetaContainerSkill or null`

          Skills loaded in the container

          - `type: "anthropic" or "custom"`

            Type of skill - either 'anthropic' (built-in) or 'custom' (user-defined)

            - `"anthropic"`

            - `"custom"`

          - `skill_id: string`

            Skill ID

            minLength: 1, maxLength: 64

          - `version: string`

            The resolved version: a skill version ID for custom skills.

            minLength: 1, maxLength: 64

      - `content: array of BetaContentBlock`

        Content generated by the model.

        This is an array of content blocks, each of which has a `type` that determines its shape.

        Example:

        ```json
        [{"type": "text", "text": "Hi, I'm Claude."}]
        ```

        If the request input `messages` ended with an `assistant` turn, then the response `content` will continue directly from that last turn. You can use this to constrain the model's output.

        For example, if the input `messages` were:

        ```json
        [
          {"role": "user", "content": "What's the Greek name for Sun? (A) Sol (B) Helios (C) Sun"},
          {"role": "assistant", "content": "The best answer is ("}
        ]
        ```

        Then the response `content` might be:

        ```json
        [{"type": "text", "text": "B)"}]
        ```

        - `BetaTextBlock object`

          - `type: "text"`

            default: text

          - `citations: array of BetaTextCitation or null`

            Citations supporting the text block.

            The type of citation returned will depend on the type of document being cited. Citing a PDF results in `page_location`, plain text results in `char_location`, and content document results in `content_block_location`.

            - `BetaCitationCharLocation object`

              - `type: "char_location"`

                default: char_location

              - `cited_text: string`

              - `document_index: number`

                minimum: 0

              - `document_title: string or null`

              - `end_char_index: number`

              - `file_id: string or null`

              - `start_char_index: number`

                minimum: 0

            - `BetaCitationPageLocation object`

              - `type: "page_location"`

                default: page_location

              - `cited_text: string`

              - `document_index: number`

                minimum: 0

              - `document_title: string or null`

              - `end_page_number: number`

              - `file_id: string or null`

              - `start_page_number: number`

                minimum: 1

            - `BetaCitationContentBlockLocation object`

              - `type: "content_block_location"`

                default: content_block_location

              - `cited_text: string`

                The full text of the cited block range, concatenated.

                Always equals the contents of `content[start_block_index:end_block_index]` joined together. The text block is the minimal citable unit; this field is never a substring of a single block. Not counted toward output tokens, and not counted toward input tokens when sent back in subsequent turns.

              - `document_index: number`

                minimum: 0

              - `document_title: string or null`

              - `end_block_index: number`

                Exclusive 0-based end index of the cited block range in the source's `content` array.

                Always greater than `start_block_index`; a single-block citation has `end_block_index = start_block_index + 1`.

              - `file_id: string or null`

              - `start_block_index: number`

                0-based index of the first cited block in the source's `content` array.

                minimum: 0

            - `BetaCitationsWebSearchResultLocation object`

              - `type: "web_search_result_location"`

                default: web_search_result_location

              - `cited_text: string`

              - `encrypted_index: string`

              - `title: string or null`

                maxLength: 512

              - `url: string`

            - `BetaCitationSearchResultLocation object`

              - `type: "search_result_location"`

                default: search_result_location

              - `cited_text: string`

                The full text of the cited block range, concatenated.

                Always equals the contents of `content[start_block_index:end_block_index]` joined together. The text block is the minimal citable unit; this field is never a substring of a single block. Not counted toward output tokens, and not counted toward input tokens when sent back in subsequent turns.

              - `end_block_index: number`

                Exclusive 0-based end index of the cited block range in the source's `content` array.

                Always greater than `start_block_index`; a single-block citation has `end_block_index = start_block_index + 1`.

              - `search_result_index: number`

                0-based index of the cited search result among all `search_result` content blocks in the request, in the order they appear across messages and tool results.

                Counted separately from `document_index`; server-side web search results are not included in this count.

                minimum: 0

              - `source: string`

              - `start_block_index: number`

                0-based index of the first cited block in the source's `content` array.

                minimum: 0

              - `title: string or null`

          - `text: string`

        - `BetaThinkingBlock object`

          - `type: "thinking"`

            default: thinking

          - `signature: string`

            A value used to verify that this thinking block was generated by Claude when it is passed back to the API.

            This is an opaque field and should not be interpreted or parsed. When passing thinking blocks back to the API (required when using tools with extended thinking), pass them back exactly as received, with this field intact.

            See [extended thinking](https://platform.claude.com/docs/en/build-with-claude/extended-thinking?sdk_languages=http) for details.

          - `thinking: string`

            The text of Claude's thinking process for this block.

        - `BetaRedactedThinkingBlock object`

          - `type: "redacted_thinking"`

            default: redacted_thinking

          - `data: string`

            The contents of this redacted thinking block, returned when portions of the model's thinking were safety-redacted. This field is opaque and encrypted, with no readable content.

            Pass `redacted_thinking` blocks back to the API unchanged when continuing a multi-turn conversation.

            See [extended thinking](https://platform.claude.com/docs/en/build-with-claude/extended-thinking?sdk_languages=http#redacted-thinking-blocks) for details.

        - `BetaToolUseBlock object`

          - `type: "tool_use"`

            default: tool_use

          - `id: string`

            pattern: ^[a-zA-Z0-9_-]+$

          - `input: map[unknown]`

          - `name: string`

            minLength: 1

          - `caller: optional BetaDirectCaller or BetaServerToolCaller or BetaServerToolCaller20260120`

            - `BetaDirectCaller object`

              Tool invocation directly from the model.

              - `type: "direct"`

            - `BetaServerToolCaller object`

              Tool invocation generated by a server-side tool.

              - `type: "code_execution_20250825"`

              - `tool_id: string`

                pattern: ^srvtoolu_[a-zA-Z0-9_]+$

            - `BetaServerToolCaller20260120 object`

              - `type: "code_execution_20260120"`

              - `tool_id: string`

                pattern: ^srvtoolu_[a-zA-Z0-9_]+$

          - `toolset_name: optional string or null`

            For a toolset member tool_use, the toolset family.

            minLength: 1, maxLength: 64, pattern: ^[a-zA-Z0-9_-]+$

        - `BetaServerToolUseBlock object`

          - `type: "server_tool_use"`

            default: server_tool_use

          - `id: string`

            pattern: ^srvtoolu_[a-zA-Z0-9_]+$

          - `input: map[unknown]`

          - `name: "advisor" or "web_search" or "web_fetch" or 5 more`

            - `"advisor"`

            - `"web_search"`

            - `"web_fetch"`

            - `"code_execution"`

            - `"bash_code_execution"`

            - `"text_editor_code_execution"`

            - `"tool_search_tool_regex"`

            - `"tool_search_tool_bm25"`

          - `caller: optional BetaDirectCaller or BetaServerToolCaller or BetaServerToolCaller20260120`

            - `BetaDirectCaller object`

              Tool invocation directly from the model.

            - `BetaServerToolCaller object`

              Tool invocation generated by a server-side tool.

            - `BetaServerToolCaller20260120 object`

        - `BetaWebSearchToolResultBlock object`

          - `type: "web_search_tool_result"`

            default: web_search_tool_result

          - `content: BetaWebSearchToolResultBlockContent`

            - `BetaWebSearchToolResultError object`

              - `type: "web_search_tool_result_error"`

                default: web_search_tool_result_error

              - `error_code: BetaWebSearchToolResultErrorCode`

                - `"invalid_tool_input"`

                - `"unavailable"`

                - `"max_uses_exceeded"`

                - `"too_many_requests"`

                - `"query_too_long"`

                - `"request_too_large"`

            - `array of BetaWebSearchResultBlock`

              - `type: "web_search_result"`

                default: web_search_result

              - `encrypted_content: string`

              - `page_age: string or null`

              - `title: string`

              - `url: string`

          - `tool_use_id: string`

            pattern: ^srvtoolu_[a-zA-Z0-9_]+$

          - `caller: optional BetaDirectCaller or BetaServerToolCaller or BetaServerToolCaller20260120`

            - `BetaDirectCaller object`

              Tool invocation directly from the model.

            - `BetaServerToolCaller object`

              Tool invocation generated by a server-side tool.

            - `BetaServerToolCaller20260120 object`

        - `BetaWebFetchToolResultBlock object`

          - `type: "web_fetch_tool_result"`

            default: web_fetch_tool_result

          - `content: BetaWebFetchToolResultErrorBlock or BetaWebFetchBlock`

            - `BetaWebFetchToolResultErrorBlock object`

              - `type: "web_fetch_tool_result_error"`

                default: web_fetch_tool_result_error

              - `error_code: BetaWebFetchToolResultErrorCode`

                - `"invalid_tool_input"`

                - `"url_too_long"`

                - `"url_not_allowed"`

                - `"url_not_in_prior_context"`

                - `"url_not_accessible"`

                - `"unsupported_content_type"`

                - `"too_many_requests"`

                - `"max_uses_exceeded"`

                - `"unavailable"`

                - `"content_too_large"`

            - `BetaWebFetchBlock object`

              - `type: "web_fetch_result"`

                default: web_fetch_result

              - `content: BetaDocumentBlock`

                - `type: "document"`

                  default: document

                - `citations: BetaCitationConfig or null`

                  Citation configuration for the document

                  - `enabled: boolean`

                    default: false

                - `source: BetaBase64PDFSource or BetaPlainTextSource`

                  - `BetaBase64PDFSource object`

                    - `type: "base64"`

                    - `data: string`

                      format: byte

                    - `media_type: "application/pdf"`

                  - `BetaPlainTextSource object`

                    - `type: "text"`

                    - `data: string`

                    - `media_type: "text/plain"`

                - `title: string or null`

                  The title of the document

              - `retrieved_at: string or null`

                ISO 8601 timestamp when the content was retrieved

              - `url: string`

                Fetched content URL

          - `tool_use_id: string`

            pattern: ^srvtoolu_[a-zA-Z0-9_]+$

          - `caller: optional BetaDirectCaller or BetaServerToolCaller or BetaServerToolCaller20260120`

            - `BetaDirectCaller object`

              Tool invocation directly from the model.

            - `BetaServerToolCaller object`

              Tool invocation generated by a server-side tool.

            - `BetaServerToolCaller20260120 object`

        - `BetaAdvisorToolResultBlock object`

          - `type: "advisor_tool_result"`

            default: advisor_tool_result

          - `content: BetaAdvisorToolResultError or BetaAdvisorResultBlock or BetaAdvisorRedactedResultBlock`

            - `BetaAdvisorToolResultError object`

              - `type: "advisor_tool_result_error"`

                default: advisor_tool_result_error

              - `error_code: "max_uses_exceeded" or "prompt_too_long" or "too_many_requests" or 4 more`

                - `"max_uses_exceeded"`

                - `"prompt_too_long"`

                - `"too_many_requests"`

                - `"overloaded"`

                - `"unavailable"`

                - `"execution_time_exceeded"`

                - `"model_not_found"`

            - `BetaAdvisorResultBlock object`

              - `type: "advisor_result"`

                default: advisor_result

              - `stop_reason: string or null`

                The advisor sub-inference's stop reason (same values as the top-level message `stop_reason`). `max_tokens` indicates the advisor's output was truncated at the tool's `max_tokens` value or the advisor model's policy cap.

              - `text: string`

            - `BetaAdvisorRedactedResultBlock object`

              - `type: "advisor_redacted_result"`

                default: advisor_redacted_result

              - `encrypted_content: string`

                Opaque blob containing the advisor's output. Round-trip verbatim; do not inspect or modify.

              - `stop_reason: string or null`

                The advisor sub-inference's stop reason (same values as the top-level message `stop_reason`).

          - `tool_use_id: string`

            pattern: ^srvtoolu_[a-zA-Z0-9_]+$

        - `BetaCodeExecutionToolResultBlock object`

          - `type: "code_execution_tool_result"`

            default: code_execution_tool_result

          - `content: BetaCodeExecutionToolResultBlockContent`

            - `BetaCodeExecutionToolResultError object`

              - `type: "code_execution_tool_result_error"`

                default: code_execution_tool_result_error

              - `error_code: BetaCodeExecutionToolResultErrorCode`

                - `"invalid_tool_input"`

                - `"unavailable"`

                - `"too_many_requests"`

                - `"execution_time_exceeded"`

            - `BetaCodeExecutionResultBlock object`

              - `type: "code_execution_result"`

                default: code_execution_result

              - `content: array of BetaCodeExecutionOutputBlock`

                - `type: "code_execution_output"`

                  default: code_execution_output

                - `file_id: string`

              - `return_code: number`

              - `stderr: string`

              - `stdout: string`

            - `BetaEncryptedCodeExecutionResultBlock object`

              Code execution result with encrypted stdout for PFC + web_search results.

              - `type: "encrypted_code_execution_result"`

                default: encrypted_code_execution_result

              - `content: array of BetaCodeExecutionOutputBlock`

                - `type: "code_execution_output"`

                  default: code_execution_output

                - `file_id: string`

              - `encrypted_stdout: string`

              - `return_code: number`

              - `stderr: string`

          - `tool_use_id: string`

            pattern: ^srvtoolu_[a-zA-Z0-9_]+$

        - `BetaBashCodeExecutionToolResultBlock object`

          - `type: "bash_code_execution_tool_result"`

            default: bash_code_execution_tool_result

          - `content: BetaBashCodeExecutionToolResultError or BetaBashCodeExecutionResultBlock`

            - `BetaBashCodeExecutionToolResultError object`

              - `type: "bash_code_execution_tool_result_error"`

                default: bash_code_execution_tool_result_error

              - `error_code: "invalid_tool_input" or "unavailable" or "too_many_requests" or 2 more`

                - `"invalid_tool_input"`

                - `"unavailable"`

                - `"too_many_requests"`

                - `"execution_time_exceeded"`

                - `"output_file_too_large"`

            - `BetaBashCodeExecutionResultBlock object`

              - `type: "bash_code_execution_result"`

                default: bash_code_execution_result

              - `content: array of BetaBashCodeExecutionOutputBlock`

                - `type: "bash_code_execution_output"`

                  default: bash_code_execution_output

                - `file_id: string`

              - `return_code: number`

              - `stderr: string`

              - `stdout: string`

          - `tool_use_id: string`

            pattern: ^srvtoolu_[a-zA-Z0-9_]+$

        - `BetaTextEditorCodeExecutionToolResultBlock object`

          - `type: "text_editor_code_execution_tool_result"`

            default: text_editor_code_execution_tool_result

          - `content: BetaTextEditorCodeExecutionToolResultError or BetaTextEditorCodeExecutionViewResultBlock or BetaTextEditorCodeExecutionCreateResultBlock or BetaTextEditorCodeExecutionStrReplaceResultBlock`

            - `BetaTextEditorCodeExecutionToolResultError object`

              - `type: "text_editor_code_execution_tool_result_error"`

                default: text_editor_code_execution_tool_result_error

              - `error_code: "invalid_tool_input" or "unavailable" or "too_many_requests" or 2 more`

                - `"invalid_tool_input"`

                - `"unavailable"`

                - `"too_many_requests"`

                - `"execution_time_exceeded"`

                - `"file_not_found"`

              - `error_message: string or null`

            - `BetaTextEditorCodeExecutionViewResultBlock object`

              - `type: "text_editor_code_execution_view_result"`

                default: text_editor_code_execution_view_result

              - `content: string`

              - `file_type: "text" or "image" or "pdf"`

                - `"text"`

                - `"image"`

                - `"pdf"`

              - `num_lines: number or null`

              - `start_line: number or null`

              - `total_lines: number or null`

            - `BetaTextEditorCodeExecutionCreateResultBlock object`

              - `type: "text_editor_code_execution_create_result"`

                default: text_editor_code_execution_create_result

              - `is_file_update: boolean`

            - `BetaTextEditorCodeExecutionStrReplaceResultBlock object`

              - `type: "text_editor_code_execution_str_replace_result"`

                default: text_editor_code_execution_str_replace_result

              - `lines: array of string or null`

              - `new_lines: number or null`

              - `new_start: number or null`

              - `old_lines: number or null`

              - `old_start: number or null`

          - `tool_use_id: string`

            pattern: ^srvtoolu_[a-zA-Z0-9_]+$

        - `BetaToolSearchToolResultBlock object`

          - `type: "tool_search_tool_result"`

            default: tool_search_tool_result

          - `content: BetaToolSearchToolResultError or BetaToolSearchToolSearchResultBlock`

            - `BetaToolSearchToolResultError object`

              - `type: "tool_search_tool_result_error"`

                default: tool_search_tool_result_error

              - `error_code: "invalid_tool_input" or "unavailable" or "too_many_requests" or "execution_time_exceeded"`

                - `"invalid_tool_input"`

                - `"unavailable"`

                - `"too_many_requests"`

                - `"execution_time_exceeded"`

              - `error_message: string or null`

            - `BetaToolSearchToolSearchResultBlock object`

              - `type: "tool_search_tool_search_result"`

                default: tool_search_tool_search_result

              - `tool_references: array of BetaToolReferenceBlock`

                - `type: "tool_reference"`

                  default: tool_reference

                - `tool_name: string`

                  minLength: 1, maxLength: 256, pattern: ^[a-zA-Z0-9_-]{1,256}$

          - `tool_use_id: string`

            pattern: ^srvtoolu_[a-zA-Z0-9_]+$

        - `BetaMCPToolUseBlock object`

          - `type: "mcp_tool_use"`

            default: mcp_tool_use

          - `id: string`

            pattern: ^[a-zA-Z0-9_-]+$

          - `input: map[unknown]`

          - `name: string`

            The name of the MCP tool

          - `server_name: string`

            The name of the MCP server

        - `BetaMCPToolResultBlock object`

          - `type: "mcp_tool_result"`

            default: mcp_tool_result

          - `content: string or array of BetaTextBlock`

            - `string`

            - `BetaMCPToolResultBlockContent = array of BetaTextBlock`

              - `type: "text"`

                default: text

              - `citations: array of BetaTextCitation or null`

                Citations supporting the text block.

                The type of citation returned will depend on the type of document being cited. Citing a PDF results in `page_location`, plain text results in `char_location`, and content document results in `content_block_location`.

              - `text: string`

          - `is_error: boolean`

            default: false

          - `tool_use_id: string`

            pattern: ^[a-zA-Z0-9_-]+$

        - `BetaContainerUploadBlock object`

          Response model for a file uploaded to the container.

          - `type: "container_upload"`

            default: container_upload

          - `file_id: string`

        - `BetaCompactionBlock object`

          A compaction block returned when autocompact is triggered.

          When content is None, it indicates the compaction failed to produce a valid
          summary (e.g., malformed output from the model). Clients may round-trip
          compaction blocks with null content; the server treats them as no-ops.

          - `type: "compaction"`

            default: compaction

          - `content: string or null`

            Summary of compacted content, or null if compaction failed

          - `encrypted_content: string or null`

            Opaque metadata from prior compaction, to be round-tripped verbatim

          - `signature: optional string or null`

            Signature over the summary, to be sent back with the block verbatim

          - `tool_changes: optional array of BetaResponseToolAdditionBlock or BetaResponseToolRemovalBlock or null`

            The tool changes of the compacted range: the `tool_addition` and `tool_removal` blocks that take the request's `tools` to the tool set in effect at the end of the range, or `[]` when the range changed no tool. Absent when the server did not compute them. Send the block back unchanged.

            - `BetaResponseToolAdditionBlock object`

              An entry of a `compaction` block's `tool_changes`: a tool the
              compacted range made available, as a reference to a `tools` entry or
              MCP toolset, or as the tool definition in effect at the end of the
              range, by value. Send it back unchanged.

              - `type: "tool_addition"`

                default: tool_addition

              - `tool: BetaResponseToolChangeToolReference or BetaResponseToolChangeMCPToolReference or BetaResponseToolChangeMCPToolsetReference or BetaToolChangeToolDefinition`

                The tool made available: a reference to a `tools` entry or MCP toolset, or a `tool_definition` carrying the definition by value.

                - `BetaResponseToolChangeToolReference object`

                  Reference to a single tool, by the name the model uses to call it, as
                  a `compaction` block's `tool_changes` entry reports it: a tool
                  declared in `tools` or defined by an earlier `tool_addition` block.
                  Send it back unchanged with the block.

                  - `type: "tool_reference"`

                    default: tool_reference

                  - `name: string`

                - `BetaResponseToolChangeMCPToolReference object`

                  Reference to a single MCP tool, by its server and its name on that
                  server, as a `compaction` block's `tool_changes` entry reports it.
                  Send it back unchanged with the block.

                  - `type: "mcp_tool_reference"`

                    default: mcp_tool_reference

                  - `name: string`

                  - `server_name: string`

                - `BetaResponseToolChangeMCPToolsetReference object`

                  Reference to every tool in the named MCP server's toolset, as a
                  `compaction` block's `tool_changes` entry reports it. Send it back
                  unchanged with the block.

                  - `type: "mcp_toolset_reference"`

                    default: mcp_toolset_reference

                  - `server_name: string`

                - `BetaToolChangeToolDefinition object`

                  A tool defined by value, as a `compaction` block's `tool_changes` entry
                  reports it: `definition` is the tool's definition as it was sent, in the
                  form of a `tools` entry, without `cache_control`. Send it back unchanged
                  with the block.

                  - `type: "tool_definition"`

                    default: tool_definition

                  - `definition: BetaResponseToolUnion`

                    - `BetaResponseTool object`

                      A custom tool definition, as sent.

                      - `type: optional "custom" or null`

                      - `input_schema: BetaResponseToolInputSchema`

                        [JSON schema](https://json-schema.org/draft/2020-12) for this tool's input.

                        This defines the shape of the `input` that your tool accepts and that the model will produce.

                        - `type: "object"`

                        - `properties: optional map[unknown] or null`

                        - `required: optional array of string or null`

                      - `name: string`

                        Name of the tool.

                        This is how the tool will be called by the model and in `tool_use` blocks.

                        minLength: 1, maxLength: 128, pattern: ^[a-zA-Z0-9_-]{1,128}$

                      - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                        - `"direct"`

                        - `"code_execution_20250825"`

                        - `"code_execution_20260120"`

                        - `"code_execution_20260521"`

                      - `defer_loading: optional boolean`

                        If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                      - `description: optional string`

                        Description of what this tool does.

                        Tool descriptions should be as detailed as possible. The more information that the model has about what the tool is and how to use it, the better it will perform. You can use natural language descriptions to reinforce important aspects of the tool input JSON schema.

                      - `eager_input_streaming: optional boolean or null`

                        Enable eager input streaming for this tool. When true, tool input parameters will be streamed incrementally as they are generated, and types will be inferred on-the-fly rather than buffering the full JSON output. When false, streaming is disabled for this tool even if the fine-grained-tool-streaming beta is active. When null (default), uses the default behavior based on beta headers.

                      - `input_examples: optional array of map[unknown]`

                      - `strict: optional boolean`

                        When true, guarantees schema validation on tool names and inputs

                    - `BetaToolBash20241022 object`

                      - `type: "bash_20241022"`

                      - `name: "bash"`

                        Name of the tool.

                        This is how the tool will be called by the model and in `tool_use` blocks.

                      - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                        - `"direct"`

                        - `"code_execution_20250825"`

                        - `"code_execution_20260120"`

                        - `"code_execution_20260521"`

                      - `cache_control: optional BetaCacheControlEphemeral or null`

                        Create a cache control breakpoint at this content block.

                        - `type: "ephemeral"`

                        - `ttl: optional "5m" or "1h"`

                          The time-to-live for the cache control breakpoint.

                          This may be one the following values:

                          - `5m`: 5 minutes
                          - `1h`: 1 hour

                          Defaults to `5m`. See [prompt caching pricing](https://platform.claude.com/docs/en/build-with-claude/prompt-caching?sdk_languages=http) for details.

                          - `"5m"`

                          - `"1h"`

                      - `defer_loading: optional boolean`

                        If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                      - `input_examples: optional array of map[unknown]`

                      - `strict: optional boolean`

                        When true, guarantees schema validation on tool names and inputs

                    - `BetaToolBash20250124 object`

                      - `type: "bash_20250124"`

                      - `name: "bash"`

                        Name of the tool.

                        This is how the tool will be called by the model and in `tool_use` blocks.

                      - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                        - `"direct"`

                        - `"code_execution_20250825"`

                        - `"code_execution_20260120"`

                        - `"code_execution_20260521"`

                      - `cache_control: optional BetaCacheControlEphemeral or null`

                        Create a cache control breakpoint at this content block.

                      - `defer_loading: optional boolean`

                        If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                      - `input_examples: optional array of map[unknown]`

                      - `strict: optional boolean`

                        When true, guarantees schema validation on tool names and inputs

                    - `BetaCodeExecutionTool20250522 object`

                      - `type: "code_execution_20250522"`

                      - `name: "code_execution"`

                        Name of the tool.

                        This is how the tool will be called by the model and in `tool_use` blocks.

                      - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                        - `"direct"`

                        - `"code_execution_20250825"`

                        - `"code_execution_20260120"`

                        - `"code_execution_20260521"`

                      - `cache_control: optional BetaCacheControlEphemeral or null`

                        Create a cache control breakpoint at this content block.

                      - `defer_loading: optional boolean`

                        If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                      - `strict: optional boolean`

                        When true, guarantees schema validation on tool names and inputs

                    - `BetaCodeExecutionTool20250825 object`

                      - `type: "code_execution_20250825"`

                      - `name: "code_execution"`

                        Name of the tool.

                        This is how the tool will be called by the model and in `tool_use` blocks.

                      - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                        - `"direct"`

                        - `"code_execution_20250825"`

                        - `"code_execution_20260120"`

                        - `"code_execution_20260521"`

                      - `cache_control: optional BetaCacheControlEphemeral or null`

                        Create a cache control breakpoint at this content block.

                      - `defer_loading: optional boolean`

                        If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                      - `strict: optional boolean`

                        When true, guarantees schema validation on tool names and inputs

                    - `BetaCodeExecutionTool20260120 object`

                      Code execution tool with REPL state persistence (daemon mode + gVisor checkpoint).

                      - `type: "code_execution_20260120"`

                      - `name: "code_execution"`

                        Name of the tool.

                        This is how the tool will be called by the model and in `tool_use` blocks.

                      - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                        - `"direct"`

                        - `"code_execution_20250825"`

                        - `"code_execution_20260120"`

                        - `"code_execution_20260521"`

                      - `cache_control: optional BetaCacheControlEphemeral or null`

                        Create a cache control breakpoint at this content block.

                      - `defer_loading: optional boolean`

                        If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                      - `strict: optional boolean`

                        When true, guarantees schema validation on tool names and inputs

                    - `BetaCodeExecutionTool20260521 object`

                      Code execution tool with REPL state persistence.

                      - `type: "code_execution_20260521"`

                      - `name: "code_execution"`

                        Name of the tool.

                        This is how the tool will be called by the model and in `tool_use` blocks.

                      - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                        - `"direct"`

                        - `"code_execution_20250825"`

                        - `"code_execution_20260120"`

                        - `"code_execution_20260521"`

                      - `cache_control: optional BetaCacheControlEphemeral or null`

                        Create a cache control breakpoint at this content block.

                      - `defer_loading: optional boolean`

                        If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                      - `strict: optional boolean`

                        When true, guarantees schema validation on tool names and inputs

                    - `BetaBrowserToolset20260801 object`

                      The browser toolset: a single `tools[]` entry (carrying no
                      `name`) that declares the browser tool family. The model is served
                      the family's tool with any members disabled via `configs` removed
                      from its schema.

                      - `type: "browser_toolset_20260801"`

                      - `cache_control: optional BetaCacheControlEphemeral or null`

                        Create a cache control breakpoint at this content block.

                      - `configs: optional BetaBrowserToolsetConfigs or null`

                        Sparse per-member overrides, keyed by member name. Absent, null, and {} are equivalent; a member's defaults apply wherever its key is absent.

                        - `type: optional BetaBrowserTypeConfig or null`

                          `type`'s config overrides.

                          - `defer_loading: optional boolean or null`

                            Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                          - `enabled: optional boolean or null`

                            Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                        - `close_tab: optional BetaBrowserCloseTabConfig or null`

                          `close_tab`'s config overrides.

                          - `defer_loading: optional boolean or null`

                            Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                          - `enabled: optional boolean or null`

                            Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                        - `double_click: optional BetaBrowserDoubleClickConfig or null`

                          `double_click`'s config overrides.

                          - `defer_loading: optional boolean or null`

                            Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                          - `enabled: optional boolean or null`

                            Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                        - `file_upload: optional BetaBrowserFileUploadConfig or null`

                          `file_upload`'s config overrides.

                          - `defer_loading: optional boolean or null`

                            Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                          - `enabled: optional boolean or null`

                            Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                        - `find: optional BetaBrowserFindConfig or null`

                          `find`'s config overrides.

                          - `defer_loading: optional boolean or null`

                            Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                          - `enabled: optional boolean or null`

                            Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                        - `form_input: optional BetaBrowserFormInputConfig or null`

                          `form_input`'s config overrides.

                          - `defer_loading: optional boolean or null`

                            Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                          - `enabled: optional boolean or null`

                            Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                        - `get_page_text: optional BetaBrowserGetPageTextConfig or null`

                          `get_page_text`'s config overrides.

                          - `defer_loading: optional boolean or null`

                            Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                          - `enabled: optional boolean or null`

                            Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                        - `hold_key: optional BetaBrowserHoldKeyConfig or null`

                          `hold_key`'s config overrides.

                          - `defer_loading: optional boolean or null`

                            Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                          - `enabled: optional boolean or null`

                            Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                        - `hover: optional BetaBrowserHoverConfig or null`

                          `hover`'s config overrides.

                          - `defer_loading: optional boolean or null`

                            Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                          - `enabled: optional boolean or null`

                            Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                        - `javascript_exec: optional BetaBrowserJavascriptExecConfig or null`

                          `javascript_exec`'s config overrides.

                          - `defer_loading: optional boolean or null`

                            Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                          - `enabled: optional boolean or null`

                            Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                        - `key: optional BetaBrowserKeyConfig or null`

                          `key`'s config overrides.

                          - `defer_loading: optional boolean or null`

                            Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                          - `enabled: optional boolean or null`

                            Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                        - `left_click: optional BetaBrowserLeftClickConfig or null`

                          `left_click`'s config overrides.

                          - `defer_loading: optional boolean or null`

                            Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                          - `enabled: optional boolean or null`

                            Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                        - `left_click_drag: optional BetaBrowserLeftClickDragConfig or null`

                          `left_click_drag`'s config overrides.

                          - `defer_loading: optional boolean or null`

                            Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                          - `enabled: optional boolean or null`

                            Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                        - `left_mouse_down: optional BetaBrowserLeftMouseDownConfig or null`

                          `left_mouse_down`'s config overrides.

                          - `defer_loading: optional boolean or null`

                            Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                          - `enabled: optional boolean or null`

                            Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                        - `left_mouse_up: optional BetaBrowserLeftMouseUpConfig or null`

                          `left_mouse_up`'s config overrides.

                          - `defer_loading: optional boolean or null`

                            Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                          - `enabled: optional boolean or null`

                            Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                        - `list_tabs: optional BetaBrowserListTabsConfig or null`

                          `list_tabs`'s config overrides.

                          - `defer_loading: optional boolean or null`

                            Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                          - `enabled: optional boolean or null`

                            Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                        - `middle_click: optional BetaBrowserMiddleClickConfig or null`

                          `middle_click`'s config overrides.

                          - `defer_loading: optional boolean or null`

                            Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                          - `enabled: optional boolean or null`

                            Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                        - `mouse_move: optional BetaBrowserMouseMoveConfig or null`

                          `mouse_move`'s config overrides.

                          - `defer_loading: optional boolean or null`

                            Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                          - `enabled: optional boolean or null`

                            Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                        - `navigate: optional BetaBrowserNavigateConfig or null`

                          `navigate`'s config overrides.

                          - `defer_loading: optional boolean or null`

                            Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                          - `enabled: optional boolean or null`

                            Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                        - `new_tab: optional BetaBrowserNewTabConfig or null`

                          `new_tab`'s config overrides.

                          - `defer_loading: optional boolean or null`

                            Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                          - `enabled: optional boolean or null`

                            Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                        - `read_console: optional BetaBrowserReadConsoleConfig or null`

                          `read_console`'s config overrides.

                          - `defer_loading: optional boolean or null`

                            Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                          - `enabled: optional boolean or null`

                            Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                        - `read_network: optional BetaBrowserReadNetworkConfig or null`

                          `read_network`'s config overrides.

                          - `defer_loading: optional boolean or null`

                            Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                          - `enabled: optional boolean or null`

                            Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                        - `read_page: optional BetaBrowserReadPageConfig or null`

                          `read_page`'s config overrides.

                          - `defer_loading: optional boolean or null`

                            Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                          - `enabled: optional boolean or null`

                            Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                        - `right_click: optional BetaBrowserRightClickConfig or null`

                          `right_click`'s config overrides.

                          - `defer_loading: optional boolean or null`

                            Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                          - `enabled: optional boolean or null`

                            Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                        - `screenshot: optional BetaBrowserScreenshotConfig or null`

                          `screenshot`'s config overrides.

                          - `defer_loading: optional boolean or null`

                            Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                          - `enabled: optional boolean or null`

                            Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                        - `scroll: optional BetaBrowserScrollConfig or null`

                          `scroll`'s config overrides.

                          - `defer_loading: optional boolean or null`

                            Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                          - `enabled: optional boolean or null`

                            Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                        - `scroll_to: optional BetaBrowserScrollToConfig or null`

                          `scroll_to`'s config overrides.

                          - `defer_loading: optional boolean or null`

                            Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                          - `enabled: optional boolean or null`

                            Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                        - `switch_tab: optional BetaBrowserSwitchTabConfig or null`

                          `switch_tab`'s config overrides.

                          - `defer_loading: optional boolean or null`

                            Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                          - `enabled: optional boolean or null`

                            Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                        - `triple_click: optional BetaBrowserTripleClickConfig or null`

                          `triple_click`'s config overrides.

                          - `defer_loading: optional boolean or null`

                            Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                          - `enabled: optional boolean or null`

                            Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                        - `wait: optional BetaBrowserWaitConfig or null`

                          `wait`'s config overrides.

                          - `defer_loading: optional boolean or null`

                            Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                          - `enabled: optional boolean or null`

                            Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                        - `zoom: optional BetaBrowserZoomConfig or null`

                          `zoom`'s config overrides.

                          - `defer_loading: optional boolean or null`

                            Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                          - `enabled: optional boolean or null`

                            Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                    - `BetaToolComputerUse20241022 object`

                      - `type: "computer_20241022"`

                      - `display_height_px: number`

                        The height of the display in pixels.

                        minimum: 1

                      - `display_width_px: number`

                        The width of the display in pixels.

                        minimum: 1

                      - `name: "computer"`

                        Name of the tool.

                        This is how the tool will be called by the model and in `tool_use` blocks.

                      - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                        - `"direct"`

                        - `"code_execution_20250825"`

                        - `"code_execution_20260120"`

                        - `"code_execution_20260521"`

                      - `cache_control: optional BetaCacheControlEphemeral or null`

                        Create a cache control breakpoint at this content block.

                      - `defer_loading: optional boolean`

                        If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                      - `display_number: optional number or null`

                        The X11 display number (e.g. 0, 1) for the display.

                        minimum: 0

                      - `input_examples: optional array of map[unknown]`

                      - `strict: optional boolean`

                        When true, guarantees schema validation on tool names and inputs

                    - `BetaMemoryTool20250818 object`

                      - `type: "memory_20250818"`

                      - `name: "memory"`

                        Name of the tool.

                        This is how the tool will be called by the model and in `tool_use` blocks.

                      - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                        - `"direct"`

                        - `"code_execution_20250825"`

                        - `"code_execution_20260120"`

                        - `"code_execution_20260521"`

                      - `cache_control: optional BetaCacheControlEphemeral or null`

                        Create a cache control breakpoint at this content block.

                      - `defer_loading: optional boolean`

                        If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                      - `input_examples: optional array of map[unknown]`

                      - `strict: optional boolean`

                        When true, guarantees schema validation on tool names and inputs

                    - `BetaToolComputerUse20250124 object`

                      - `type: "computer_20250124"`

                      - `display_height_px: number`

                        The height of the display in pixels.

                        minimum: 1

                      - `display_width_px: number`

                        The width of the display in pixels.

                        minimum: 1

                      - `name: "computer"`

                        Name of the tool.

                        This is how the tool will be called by the model and in `tool_use` blocks.

                      - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                        - `"direct"`

                        - `"code_execution_20250825"`

                        - `"code_execution_20260120"`

                        - `"code_execution_20260521"`

                      - `cache_control: optional BetaCacheControlEphemeral or null`

                        Create a cache control breakpoint at this content block.

                      - `defer_loading: optional boolean`

                        If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                      - `display_number: optional number or null`

                        The X11 display number (e.g. 0, 1) for the display.

                        minimum: 0

                      - `input_examples: optional array of map[unknown]`

                      - `strict: optional boolean`

                        When true, guarantees schema validation on tool names and inputs

                    - `BetaToolTextEditor20241022 object`

                      - `type: "text_editor_20241022"`

                      - `name: "str_replace_editor"`

                        Name of the tool.

                        This is how the tool will be called by the model and in `tool_use` blocks.

                      - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                        - `"direct"`

                        - `"code_execution_20250825"`

                        - `"code_execution_20260120"`

                        - `"code_execution_20260521"`

                      - `cache_control: optional BetaCacheControlEphemeral or null`

                        Create a cache control breakpoint at this content block.

                      - `defer_loading: optional boolean`

                        If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                      - `input_examples: optional array of map[unknown]`

                      - `strict: optional boolean`

                        When true, guarantees schema validation on tool names and inputs

                    - `BetaToolComputerUse20251124 object`

                      - `type: "computer_20251124"`

                      - `display_height_px: number`

                        The height of the display in pixels.

                        minimum: 1

                      - `display_width_px: number`

                        The width of the display in pixels.

                        minimum: 1

                      - `name: "computer"`

                        Name of the tool.

                        This is how the tool will be called by the model and in `tool_use` blocks.

                      - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                        - `"direct"`

                        - `"code_execution_20250825"`

                        - `"code_execution_20260120"`

                        - `"code_execution_20260521"`

                      - `cache_control: optional BetaCacheControlEphemeral or null`

                        Create a cache control breakpoint at this content block.

                      - `defer_loading: optional boolean`

                        If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                      - `display_number: optional number or null`

                        The X11 display number (e.g. 0, 1) for the display.

                        minimum: 0

                      - `enable_zoom: optional boolean`

                        Whether to enable an action to take a zoomed-in screenshot of the screen.

                      - `input_examples: optional array of map[unknown]`

                      - `strict: optional boolean`

                        When true, guarantees schema validation on tool names and inputs

                    - `BetaComputerToolset20260801 object`

                      The computer toolset: a single `tools[]` entry (carrying no
                      `name`) that declares the computer tool family. The model is
                      served the family's tool with any members disabled via `configs`
                      removed from its schema. Every member is enabled by default, zoom
                      included. The single-tool options `display_number` and
                      `enable_zoom` are not fields of a toolset entry — it carries only
                      `type`, `configs`, and `cache_control`; zoom is controlled
                      via `configs.zoom.enabled`.

                      - `type: "computer_toolset_20260801"`

                      - `cache_control: optional BetaCacheControlEphemeral or null`

                        Create a cache control breakpoint at this content block.

                      - `configs: optional BetaComputerToolsetConfigs or null`

                        Sparse per-member overrides, keyed by member name. Absent, null, and {} are equivalent; a member's defaults apply wherever its key is absent.

                        - `type: optional BetaComputerTypeConfig or null`

                          `type`'s config overrides.

                          - `defer_loading: optional boolean or null`

                            Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                          - `enabled: optional boolean or null`

                            Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                        - `cursor_position: optional BetaComputerCursorPositionConfig or null`

                          `cursor_position`'s config overrides.

                          - `defer_loading: optional boolean or null`

                            Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                          - `enabled: optional boolean or null`

                            Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                        - `double_click: optional BetaComputerDoubleClickConfig or null`

                          `double_click`'s config overrides.

                          - `defer_loading: optional boolean or null`

                            Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                          - `enabled: optional boolean or null`

                            Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                        - `hold_key: optional BetaComputerHoldKeyConfig or null`

                          `hold_key`'s config overrides.

                          - `defer_loading: optional boolean or null`

                            Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                          - `enabled: optional boolean or null`

                            Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                        - `key: optional BetaComputerKeyConfig or null`

                          `key`'s config overrides.

                          - `defer_loading: optional boolean or null`

                            Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                          - `enabled: optional boolean or null`

                            Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                        - `left_click: optional BetaComputerLeftClickConfig or null`

                          `left_click`'s config overrides.

                          - `defer_loading: optional boolean or null`

                            Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                          - `enabled: optional boolean or null`

                            Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                        - `left_click_drag: optional BetaComputerLeftClickDragConfig or null`

                          `left_click_drag`'s config overrides.

                          - `defer_loading: optional boolean or null`

                            Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                          - `enabled: optional boolean or null`

                            Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                        - `left_mouse_down: optional BetaComputerLeftMouseDownConfig or null`

                          `left_mouse_down`'s config overrides.

                          - `defer_loading: optional boolean or null`

                            Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                          - `enabled: optional boolean or null`

                            Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                        - `left_mouse_up: optional BetaComputerLeftMouseUpConfig or null`

                          `left_mouse_up`'s config overrides.

                          - `defer_loading: optional boolean or null`

                            Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                          - `enabled: optional boolean or null`

                            Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                        - `middle_click: optional BetaComputerMiddleClickConfig or null`

                          `middle_click`'s config overrides.

                          - `defer_loading: optional boolean or null`

                            Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                          - `enabled: optional boolean or null`

                            Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                        - `mouse_move: optional BetaComputerMouseMoveConfig or null`

                          `mouse_move`'s config overrides.

                          - `defer_loading: optional boolean or null`

                            Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                          - `enabled: optional boolean or null`

                            Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                        - `right_click: optional BetaComputerRightClickConfig or null`

                          `right_click`'s config overrides.

                          - `defer_loading: optional boolean or null`

                            Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                          - `enabled: optional boolean or null`

                            Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                        - `screenshot: optional BetaComputerScreenshotConfig or null`

                          `screenshot`'s config overrides.

                          - `defer_loading: optional boolean or null`

                            Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                          - `enabled: optional boolean or null`

                            Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                        - `scroll: optional BetaComputerScrollConfig or null`

                          `scroll`'s config overrides.

                          - `defer_loading: optional boolean or null`

                            Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                          - `enabled: optional boolean or null`

                            Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                        - `triple_click: optional BetaComputerTripleClickConfig or null`

                          `triple_click`'s config overrides.

                          - `defer_loading: optional boolean or null`

                            Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                          - `enabled: optional boolean or null`

                            Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                        - `wait: optional BetaComputerWaitConfig or null`

                          `wait`'s config overrides.

                          - `defer_loading: optional boolean or null`

                            Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                          - `enabled: optional boolean or null`

                            Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                        - `zoom: optional BetaComputerZoomConfig or null`

                          `zoom`'s config overrides.

                          - `defer_loading: optional boolean or null`

                            Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                          - `enabled: optional boolean or null`

                            Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                    - `BetaToolTextEditor20250124 object`

                      - `type: "text_editor_20250124"`

                      - `name: "str_replace_editor"`

                        Name of the tool.

                        This is how the tool will be called by the model and in `tool_use` blocks.

                      - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                        - `"direct"`

                        - `"code_execution_20250825"`

                        - `"code_execution_20260120"`

                        - `"code_execution_20260521"`

                      - `cache_control: optional BetaCacheControlEphemeral or null`

                        Create a cache control breakpoint at this content block.

                      - `defer_loading: optional boolean`

                        If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                      - `input_examples: optional array of map[unknown]`

                      - `strict: optional boolean`

                        When true, guarantees schema validation on tool names and inputs

                    - `BetaToolTextEditor20250429 object`

                      - `type: "text_editor_20250429"`

                      - `name: "str_replace_based_edit_tool"`

                        Name of the tool.

                        This is how the tool will be called by the model and in `tool_use` blocks.

                      - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                        - `"direct"`

                        - `"code_execution_20250825"`

                        - `"code_execution_20260120"`

                        - `"code_execution_20260521"`

                      - `cache_control: optional BetaCacheControlEphemeral or null`

                        Create a cache control breakpoint at this content block.

                      - `defer_loading: optional boolean`

                        If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                      - `input_examples: optional array of map[unknown]`

                      - `strict: optional boolean`

                        When true, guarantees schema validation on tool names and inputs

                    - `BetaToolTextEditor20250728 object`

                      - `type: "text_editor_20250728"`

                      - `name: "str_replace_based_edit_tool"`

                        Name of the tool.

                        This is how the tool will be called by the model and in `tool_use` blocks.

                      - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                        - `"direct"`

                        - `"code_execution_20250825"`

                        - `"code_execution_20260120"`

                        - `"code_execution_20260521"`

                      - `cache_control: optional BetaCacheControlEphemeral or null`

                        Create a cache control breakpoint at this content block.

                      - `defer_loading: optional boolean`

                        If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                      - `input_examples: optional array of map[unknown]`

                      - `max_characters: optional number or null`

                        Maximum number of characters to display when viewing a file. If not specified, defaults to displaying the full file.

                        minimum: 1

                      - `strict: optional boolean`

                        When true, guarantees schema validation on tool names and inputs

                    - `BetaWebSearchTool20250305 object`

                      - `type: "web_search_20250305"`

                      - `name: "web_search"`

                        Name of the tool.

                        This is how the tool will be called by the model and in `tool_use` blocks.

                      - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                        - `"direct"`

                        - `"code_execution_20250825"`

                        - `"code_execution_20260120"`

                        - `"code_execution_20260521"`

                      - `allowed_domains: optional array of string or null`

                        If provided, only these domains will be included in results. Cannot be used alongside `blocked_domains`.

                      - `blocked_domains: optional array of string or null`

                        If provided, these domains will never appear in results. Cannot be used alongside `allowed_domains`.

                      - `cache_control: optional BetaCacheControlEphemeral or null`

                        Create a cache control breakpoint at this content block.

                      - `defer_loading: optional boolean`

                        If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                      - `max_uses: optional number or null`

                        Maximum number of times the tool can be used in the API request.

                        minimum: 1

                      - `strict: optional boolean`

                        When true, guarantees schema validation on tool names and inputs

                      - `user_location: optional BetaUserLocation or null`

                        Parameters for the user's location. Used to provide more relevant search results.

                        - `type: "approximate"`

                        - `city: optional string or null`

                          The city of the user.

                          minLength: 1, maxLength: 255

                        - `country: optional string or null`

                          The two letter [ISO country code](https://en.wikipedia.org/wiki/ISO_3166-1_alpha-2) of the user.

                          minLength: 2, maxLength: 2

                        - `region: optional string or null`

                          The region of the user.

                          minLength: 1, maxLength: 255

                        - `timezone: optional string or null`

                          The [IANA timezone](https://nodatime.org/TimeZones) of the user.

                          minLength: 1, maxLength: 255

                    - `BetaWebFetchTool20250910 object`

                      - `type: "web_fetch_20250910"`

                      - `name: "web_fetch"`

                        Name of the tool.

                        This is how the tool will be called by the model and in `tool_use` blocks.

                      - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                        - `"direct"`

                        - `"code_execution_20250825"`

                        - `"code_execution_20260120"`

                        - `"code_execution_20260521"`

                      - `allowed_domains: optional array of string or null`

                        List of domains to allow fetching from

                      - `blocked_domains: optional array of string or null`

                        List of domains to block fetching from

                      - `cache_control: optional BetaCacheControlEphemeral or null`

                        Create a cache control breakpoint at this content block.

                      - `citations: optional BetaCitationsConfigParam or null`

                        Citations configuration for fetched documents. Citations are disabled by default.

                        - `enabled: optional boolean`

                      - `defer_loading: optional boolean`

                        If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                      - `max_content_tokens: optional number or null`

                        Maximum number of tokens used by including web page text content in the context. The limit is approximate and does not apply to binary content such as PDFs.

                        minimum: 1

                      - `max_uses: optional number or null`

                        Maximum number of times the tool can be used in the API request.

                        minimum: 1

                      - `strict: optional boolean`

                        When true, guarantees schema validation on tool names and inputs

                      - `url_sources: optional BetaWebFetchURLSources or null`

                        Which sources contribute to the set of URLs the tool may fetch. Omitted means every source.

                        - `client_tool_results: optional BetaWebFetchURLSourceAll or BetaWebFetchURLSourceNone or BetaWebFetchURLSourceOnly or BetaWebFetchURLSourceExcept`

                          Which client tools' results contribute fetchable URLs: "all", "none", or an only or except list of client tool names from tools[].

                          - `BetaWebFetchURLSourceAll object`

                            The `url_sources` variant under which a source contributes in
                            full: every result of the tool filter's source, or all user input.

                            - `type: "all"`

                          - `BetaWebFetchURLSourceNone object`

                            The `url_sources` variant under which a source contributes nothing:
                            no result of the tool filter's source, or no user input.

                            - `type: "none"`

                          - `BetaWebFetchURLSourceOnly object`

                            The tool filter variant under which only the named tools' results
                            contribute.

                            - `type: "only"`

                            - `tools: array of BetaWebFetchURLSourceToolReference`

                              - `type: "tool_reference"`

                              - `name: string`

                          - `BetaWebFetchURLSourceExcept object`

                            The tool filter variant under which every result but the named
                            tools' contributes.

                            - `type: "except"`

                            - `tools: array of BetaWebFetchURLSourceToolReference`

                              - `type: "tool_reference"`

                              - `name: string`

                        - `server_tool_results: optional BetaWebFetchURLSourceAll or BetaWebFetchURLSourceNone or BetaWebFetchURLSourceOnly or BetaWebFetchURLSourceExcept`

                          Which server tools' results contribute fetchable URLs: "all", "none", or an only or except list of server tool names from tools[]; only web_search and web_fetch results ever contribute.

                          - `BetaWebFetchURLSourceAll object`

                            The `url_sources` variant under which a source contributes in
                            full: every result of the tool filter's source, or all user input.

                          - `BetaWebFetchURLSourceNone object`

                            The `url_sources` variant under which a source contributes nothing:
                            no result of the tool filter's source, or no user input.

                          - `BetaWebFetchURLSourceOnly object`

                            The tool filter variant under which only the named tools' results
                            contribute.

                          - `BetaWebFetchURLSourceExcept object`

                            The tool filter variant under which every result but the named
                            tools' contributes.

                        - `user_input: optional BetaWebFetchURLSourceAll or BetaWebFetchURLSourceNone`

                          Whether URLs in user messages are fetchable: "all" or "none".

                          - `BetaWebFetchURLSourceAll object`

                            The `url_sources` variant under which a source contributes in
                            full: every result of the tool filter's source, or all user input.

                          - `BetaWebFetchURLSourceNone object`

                            The `url_sources` variant under which a source contributes nothing:
                            no result of the tool filter's source, or no user input.

                    - `BetaWebSearchTool20260209 object`

                      - `type: "web_search_20260209"`

                      - `name: "web_search"`

                        Name of the tool.

                        This is how the tool will be called by the model and in `tool_use` blocks.

                      - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                        - `"direct"`

                        - `"code_execution_20250825"`

                        - `"code_execution_20260120"`

                        - `"code_execution_20260521"`

                      - `allowed_domains: optional array of string or null`

                        If provided, only these domains will be included in results. Cannot be used alongside `blocked_domains`.

                      - `blocked_domains: optional array of string or null`

                        If provided, these domains will never appear in results. Cannot be used alongside `allowed_domains`.

                      - `cache_control: optional BetaCacheControlEphemeral or null`

                        Create a cache control breakpoint at this content block.

                      - `defer_loading: optional boolean`

                        If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                      - `max_uses: optional number or null`

                        Maximum number of times the tool can be used in the API request.

                        minimum: 1

                      - `strict: optional boolean`

                        When true, guarantees schema validation on tool names and inputs

                      - `user_location: optional BetaUserLocation or null`

                        Parameters for the user's location. Used to provide more relevant search results.

                    - `BetaWebFetchTool20260209 object`

                      - `type: "web_fetch_20260209"`

                      - `name: "web_fetch"`

                        Name of the tool.

                        This is how the tool will be called by the model and in `tool_use` blocks.

                      - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                        - `"direct"`

                        - `"code_execution_20250825"`

                        - `"code_execution_20260120"`

                        - `"code_execution_20260521"`

                      - `allowed_domains: optional array of string or null`

                        List of domains to allow fetching from

                      - `blocked_domains: optional array of string or null`

                        List of domains to block fetching from

                      - `cache_control: optional BetaCacheControlEphemeral or null`

                        Create a cache control breakpoint at this content block.

                      - `citations: optional BetaCitationsConfigParam or null`

                        Citations configuration for fetched documents. Citations are disabled by default.

                      - `defer_loading: optional boolean`

                        If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                      - `max_content_tokens: optional number or null`

                        Maximum number of tokens used by including web page text content in the context. The limit is approximate and does not apply to binary content such as PDFs.

                        minimum: 1

                      - `max_uses: optional number or null`

                        Maximum number of times the tool can be used in the API request.

                        minimum: 1

                      - `strict: optional boolean`

                        When true, guarantees schema validation on tool names and inputs

                      - `url_sources: optional BetaWebFetchURLSources or null`

                        Which sources contribute to the set of URLs the tool may fetch. Omitted means every source.

                    - `BetaWebFetchTool20260309 object`

                      Web fetch tool with use_cache parameter for bypassing cached content.

                      - `type: "web_fetch_20260309"`

                      - `name: "web_fetch"`

                        Name of the tool.

                        This is how the tool will be called by the model and in `tool_use` blocks.

                      - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                        - `"direct"`

                        - `"code_execution_20250825"`

                        - `"code_execution_20260120"`

                        - `"code_execution_20260521"`

                      - `allowed_domains: optional array of string or null`

                        List of domains to allow fetching from

                      - `blocked_domains: optional array of string or null`

                        List of domains to block fetching from

                      - `cache_control: optional BetaCacheControlEphemeral or null`

                        Create a cache control breakpoint at this content block.

                      - `citations: optional BetaCitationsConfigParam or null`

                        Citations configuration for fetched documents. Citations are disabled by default.

                      - `defer_loading: optional boolean`

                        If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                      - `max_content_tokens: optional number or null`

                        Maximum number of tokens used by including web page text content in the context. The limit is approximate and does not apply to binary content such as PDFs.

                        minimum: 1

                      - `max_uses: optional number or null`

                        Maximum number of times the tool can be used in the API request.

                        minimum: 1

                      - `strict: optional boolean`

                        When true, guarantees schema validation on tool names and inputs

                      - `url_sources: optional BetaWebFetchURLSources or null`

                        Which sources contribute to the set of URLs the tool may fetch. Omitted means every source.

                      - `use_cache: optional boolean`

                        Whether to use cached content. Set to false to bypass the cache and fetch fresh content. Only set to false when the user explicitly requests fresh content or when fetching rapidly-changing sources.

                    - `BetaWebSearchTool20260318 object`

                      - `type: "web_search_20260318"`

                      - `name: "web_search"`

                        Name of the tool.

                        This is how the tool will be called by the model and in `tool_use` blocks.

                      - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                        - `"direct"`

                        - `"code_execution_20250825"`

                        - `"code_execution_20260120"`

                        - `"code_execution_20260521"`

                      - `allowed_domains: optional array of string or null`

                        If provided, only these domains will be included in results. Cannot be used alongside `blocked_domains`.

                      - `blocked_domains: optional array of string or null`

                        If provided, these domains will never appear in results. Cannot be used alongside `allowed_domains`.

                      - `cache_control: optional BetaCacheControlEphemeral or null`

                        Create a cache control breakpoint at this content block.

                      - `defer_loading: optional boolean`

                        If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                      - `max_uses: optional number or null`

                        Maximum number of times the tool can be used in the API request.

                        minimum: 1

                      - `response_inclusion: optional "full" or "excluded"`

                        How this tool's result blocks appear in the API response when the result was consumed by a completed code_execution call in the same turn. 'full' returns the complete content (default). 'excluded' drops the nested server_tool_use and result block pair entirely. Results from direct calls, or from code_execution calls that paused before completing, are always returned in full so they can be sent back on the next turn.

                        - `"full"`

                        - `"excluded"`

                      - `strict: optional boolean`

                        When true, guarantees schema validation on tool names and inputs

                      - `user_location: optional BetaUserLocation or null`

                        Parameters for the user's location. Used to provide more relevant search results.

                    - `BetaWebFetchTool20260318 object`

                      - `type: "web_fetch_20260318"`

                      - `name: "web_fetch"`

                        Name of the tool.

                        This is how the tool will be called by the model and in `tool_use` blocks.

                      - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                        - `"direct"`

                        - `"code_execution_20250825"`

                        - `"code_execution_20260120"`

                        - `"code_execution_20260521"`

                      - `allowed_domains: optional array of string or null`

                        List of domains to allow fetching from

                      - `blocked_domains: optional array of string or null`

                        List of domains to block fetching from

                      - `cache_control: optional BetaCacheControlEphemeral or null`

                        Create a cache control breakpoint at this content block.

                      - `citations: optional BetaCitationsConfigParam or null`

                        Citations configuration for fetched documents. Citations are disabled by default.

                      - `defer_loading: optional boolean`

                        If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                      - `max_content_tokens: optional number or null`

                        Maximum number of tokens used by including web page text content in the context. The limit is approximate and does not apply to binary content such as PDFs.

                        minimum: 1

                      - `max_uses: optional number or null`

                        Maximum number of times the tool can be used in the API request.

                        minimum: 1

                      - `response_inclusion: optional "full" or "excluded"`

                        How this tool's result blocks appear in the API response when the result was consumed by a completed code_execution call in the same turn. 'full' returns the complete content (default). 'excluded' drops the nested server_tool_use and result block pair entirely. Results from direct calls, or from code_execution calls that paused before completing, are always returned in full so they can be sent back on the next turn.

                        - `"full"`

                        - `"excluded"`

                      - `strict: optional boolean`

                        When true, guarantees schema validation on tool names and inputs

                      - `url_sources: optional BetaWebFetchURLSources or null`

                        Which sources contribute to the set of URLs the tool may fetch. Omitted means every source.

                      - `use_cache: optional boolean`

                        Whether to use cached content. Set to false to bypass the cache and fetch fresh content. Only set to false when the user explicitly requests fresh content or when fetching rapidly-changing sources.

                    - `BetaAdvisorTool20260301 object`

                      - `type: "advisor_20260301"`

                      - `model: Model`

                        The model that will complete your prompt.

                        See [models](https://docs.anthropic.com/en/docs/models-overview) for additional details and options.

                        - `"claude-haiku-5-5"`

                          Fastest model for high-volume, real-time tasks

                        - `"claude-sonnet-5-5"`

                          Efficient model for coding and agents

                        - `"claude-fable-5-1"`

                          Frontier intelligence for ambitious tasks across coding, scientific discovery, and enterprise workflows

                        - `"claude-opus-5-5"`

                          Powerful intelligence for coding, knowledge work, and long-running agents

                        - `"claude-mythos-5-1"`

                          Our most capable model for cybersecurity and biology research, available through trusted access programs

                        - `"claude-sonnet-5"`

                          Efficient model for coding and agents

                        - `"claude-fable-5"`

                          Next generation of intelligence for the hardest knowledge work and coding problems

                        - `"claude-mythos-5"`

                          Most capable model for cybersecurity and biology research

                        - `"claude-opus-5"`

                          Powerful intelligence for long-running agents and coding

                        - `"claude-opus-4-8"`

                          Powerful intelligence for long-running agents and coding

                        - `"claude-opus-4-7"`

                          Powerful intelligence for long-running agents and coding

                        - `"claude-opus-4-6"`

                          Powerful intelligence for long-running agents and coding

                        - `"claude-sonnet-4-6"`

                          Best combination of speed and intelligence

                        - `"claude-haiku-4-5"`

                        - `"claude-haiku-4-5-20251001"`

                        - `"claude-opus-4-5"`

                          Powerful intelligence for long-running agents and coding

                        - `"claude-opus-4-5-20251101"`

                          Powerful intelligence for long-running agents and coding

                        - `"claude-mythos-preview"`

                          **Deprecated**: Will reach end-of-life on June 30, 2026. Please migrate to claude-mythos-5. Visit https://docs.anthropic.com/en/docs/resources/model-deprecations for more information.

                          New class of intelligence, strongest in coding and cybersecurity

                        - `"claude-sonnet-4-5"`

                          **Deprecated**: Will reach end-of-life on November 30, 2026. Please migrate to claude-sonnet-5-5. Visit https://docs.anthropic.com/en/docs/resources/model-deprecations for more information.

                          High-performance model for agents and coding

                        - `"claude-sonnet-4-5-20250929"`

                          **Deprecated**: Will reach end-of-life on November 30, 2026. Please migrate to claude-sonnet-5-5. Visit https://docs.anthropic.com/en/docs/resources/model-deprecations for more information.

                          High-performance model for agents and coding

                        - `string`

                      - `name: "advisor"`

                        Name of the tool.

                        This is how the tool will be called by the model and in `tool_use` blocks.

                      - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                        - `"direct"`

                        - `"code_execution_20250825"`

                        - `"code_execution_20260120"`

                        - `"code_execution_20260521"`

                      - `cache_control: optional BetaCacheControlEphemeral or null`

                        Create a cache control breakpoint at this content block.

                      - `caching: optional BetaCacheControlEphemeral or null`

                        Caching for the advisor's own prompt. When set, each advisor call writes a cache entry at the given TTL so subsequent calls in the same conversation read the stable prefix. When omitted, the advisor prompt is not cached.

                      - `defer_loading: optional boolean`

                        If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                      - `max_tokens: optional number or null`

                        Bounds the advisor's total output (thinking + text) per call. When the advisor hits this cap, the returned advisor_result or advisor_redacted_result block carries stop_reason='max_tokens', and a truncation note is appended to the advice text the worker model sees (inside the encrypted blob in redacted mode). When set, the server also emits a remaining-tokens budget block in the advisor's prompt so the advisor self-shapes toward the cap. When omitted, the advisor model's default output cap applies and no budget block is emitted.

                        minimum: 1024

                      - `max_uses: optional number or null`

                        Maximum number of times the tool can be used in the API request.

                        minimum: 1

                      - `strict: optional boolean`

                        When true, guarantees schema validation on tool names and inputs

                    - `BetaToolSearchToolBm25_20251119 object`

                      - `type: "tool_search_tool_bm25_20251119" or "tool_search_tool_bm25"`

                        - `"tool_search_tool_bm25_20251119"`

                        - `"tool_search_tool_bm25"`

                      - `name: "tool_search_tool_bm25"`

                        Name of the tool.

                        This is how the tool will be called by the model and in `tool_use` blocks.

                      - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                        - `"direct"`

                        - `"code_execution_20250825"`

                        - `"code_execution_20260120"`

                        - `"code_execution_20260521"`

                      - `cache_control: optional BetaCacheControlEphemeral or null`

                        Create a cache control breakpoint at this content block.

                      - `defer_loading: optional boolean`

                        If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                      - `strict: optional boolean`

                        When true, guarantees schema validation on tool names and inputs

                    - `BetaToolSearchToolRegex20251119 object`

                      - `type: "tool_search_tool_regex_20251119" or "tool_search_tool_regex"`

                        - `"tool_search_tool_regex_20251119"`

                        - `"tool_search_tool_regex"`

                      - `name: "tool_search_tool_regex"`

                        Name of the tool.

                        This is how the tool will be called by the model and in `tool_use` blocks.

                      - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                        - `"direct"`

                        - `"code_execution_20250825"`

                        - `"code_execution_20260120"`

                        - `"code_execution_20260521"`

                      - `cache_control: optional BetaCacheControlEphemeral or null`

                        Create a cache control breakpoint at this content block.

                      - `defer_loading: optional boolean`

                        If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                      - `strict: optional boolean`

                        When true, guarantees schema validation on tool names and inputs

                    - `BetaMCPToolset object`

                      Configuration for a group of tools from an MCP server.

                      Allows configuring enabled status and defer_loading for all tools
                      from an MCP server, with optional per-tool overrides.

                      - `type: "mcp_toolset"`

                      - `mcp_server_name: string`

                        Name of the MCP server to configure tools for

                        minLength: 1, maxLength: 255

                      - `cache_control: optional BetaCacheControlEphemeral or null`

                        Create a cache control breakpoint at this content block.

                      - `configs: optional map[BetaMCPToolConfig] or null`

                        Configuration overrides for specific tools, keyed by tool name

                        - `defer_loading: optional boolean`

                        - `enabled: optional boolean`

                      - `default_config: optional BetaMCPToolDefaultConfig`

                        Default configuration applied to all tools from this server

                        - `defer_loading: optional boolean`

                        - `enabled: optional boolean`

                      - `tools: optional array of BetaMCPToolParam or null`

                        The server's tool listing, pinned: when present, the server is not asked for its tools before sampling and exactly these entries, with `default_config` and `configs` applied, are the toolset's tools. Copy it from the `mcp_tool_listing` block of an earlier response.

                        - `input_schema: map[unknown]`

                          The tool's input schema as the MCP server lists it, verbatim.

                        - `name: string`

                          The tool's name as the MCP server lists it (not prefixed with the server name).

                          minLength: 1

                        - `description: optional string or null`

                          The tool's description as the MCP server lists it.

            - `BetaResponseToolRemovalBlock object`

              An entry of a `compaction` block's `tool_changes`: a tool of the
              request's `tools` (or an MCP tool or toolset) that the compacted range
              withdrew. Send it back unchanged.

              - `type: "tool_removal"`

                default: tool_removal

              - `tool: BetaResponseToolChangeToolReference or BetaResponseToolChangeMCPToolReference or BetaResponseToolChangeMCPToolsetReference`

                A reference to the withdrawn `tools` entry, MCP tool or MCP toolset.

                - `BetaResponseToolChangeToolReference object`

                  Reference to a single tool, by the name the model uses to call it, as
                  a `compaction` block's `tool_changes` entry reports it: a tool
                  declared in `tools` or defined by an earlier `tool_addition` block.
                  Send it back unchanged with the block.

                - `BetaResponseToolChangeMCPToolReference object`

                  Reference to a single MCP tool, by its server and its name on that
                  server, as a `compaction` block's `tool_changes` entry reports it.
                  Send it back unchanged with the block.

                - `BetaResponseToolChangeMCPToolsetReference object`

                  Reference to every tool in the named MCP server's toolset, as a
                  `compaction` block's `tool_changes` entry reports it. Send it back
                  unchanged with the block.

        - `BetaFallbackBlock object`

          Marks the point in `content` where one model's output gives way to the next.

          One block appears per hop where a preceding model actually ran this turn and
          declined. A turn where no preceding model ran and declined has no such
          boundary and carries no block — the signal for whether a fallback model
          served the response is the presence of a `fallback_message` entry in
          `usage.iterations`, not this block.

          The block is treated like a server-tool content block for streaming: it
          arrives via the standard `content_block_start` / `content_block_stop`
          pair and carries no deltas.

          - `type: "fallback"`

            default: fallback

          - `from: BetaFallbackInfo`

            The model whose output ends at this point — the model that declined at this hop. When the declining hop is the requested model, its `model` echoes the top-level `model` string the caller sent (alias or canonical); when the declining hop is a fallback model, its `model` is that model's canonical id.

            - `model: Model`

              The model that will complete your prompt.

              See [models](https://docs.anthropic.com/en/docs/models-overview) for additional details and options.

          - `to: BetaFallbackInfo`

            The fallback model producing the content that follows this block. Its `model` is always the canonical id.

          - `trigger: BetaFallbackRefusalTrigger`

            What caused the `from` model to hand over at this hop.

            - `type: "refusal"`

              default: refusal

            - `category: "cyber" or "bio" or "frontier_llm" or 2 more or null`

              The policy category that triggered the `from` model's refusal at this hop. `null` when the refusal doesn't map to a named category. Same vocabulary as `stop_details.category`.

              - `"cyber"`

                The request could enable cyber harm, such as malware or exploit development. Benign cybersecurity work can also trigger this category.

              - `"bio"`

                The request could enable biological harm, such as dangerous lab methods. Beneficial life sciences work can also trigger this category.

              - `"frontier_llm"`

                The request could assist the development of competing AI models, which is restricted under [Anthropic's commercial terms](https://www.anthropic.com/legal/commercial-terms). Benign machine learning work can also trigger this category.

              - `"reasoning_extraction"`

                The request asks the model to reproduce its internal reasoning in the response text. To get reasoning in a structured form instead, use [adaptive thinking](https://platform.claude.com/docs/en/build-with-claude/adaptive-thinking?sdk_languages=http).

              - `"general_harms"`

                The request could be related to an area that was determined as harmful. Benign work might sometimes trigger this category.

        - `BetaMCPToolListingBlock object`

          The tool listing the server fetched from an MCP server while producing
          this response. Send the assistant message back unchanged, this block
          included, so later requests use this listing instead of asking the MCP
          server again.

          - `type: "mcp_tool_listing"`

            default: mcp_tool_listing

          - `mcp_server_name: string`

          - `tools: array of BetaMCPTool`

            - `input_schema: map[unknown]`

            - `name: string`

            - `description: optional string`

      - `context_management: BetaContextManagementResponse or null`

        Context management response.

        Information about context management strategies applied during the request.

        - `applied_edits: array of BetaClearToolUses20250919EditResponse or BetaClearThinking20251015EditResponse`

          List of context management edits that were applied.

          - `BetaClearToolUses20250919EditResponse object`

            - `type: "clear_tool_uses_20250919"`

              The type of context management edit applied.

              default: clear_tool_uses_20250919

            - `cleared_input_tokens: number`

              Number of input tokens cleared by this edit.

              minimum: 0

            - `cleared_tool_uses: number`

              Number of tool uses that were cleared.

              minimum: 0

          - `BetaClearThinking20251015EditResponse object`

            - `type: "clear_thinking_20251015"`

              The type of context management edit applied.

              default: clear_thinking_20251015

            - `cleared_input_tokens: number`

              Number of input tokens cleared by this edit.

              minimum: 0

            - `cleared_thinking_turns: number`

              Number of thinking turns that were cleared.

              minimum: 0

      - `diagnostics: BetaDiagnostics or null`

        Request-level diagnostics. `null` when the request did not supply `diagnostics`, or when it did and no prompt-cache divergence was detected.

        - `cache_miss_reason: BetaCacheMissReason or null`

          Explains why the prompt cache could not fully reuse the prefix from the request identified by `diagnostics.previous_message_id`. `null` means diagnosis is still pending — the response was serialized before the background comparison completed.

          - `BetaCacheMissModelChanged object`

            - `type: "model_changed"`

              default: model_changed

            - `cache_missed_input_tokens: number`

              Approximate number of input tokens that would have been read from cache had the prefix matched the previous request.

          - `BetaCacheMissSystemChanged object`

            - `type: "system_changed"`

              default: system_changed

            - `cache_missed_input_tokens: number`

              Approximate number of input tokens that would have been read from cache had the prefix matched the previous request.

          - `BetaCacheMissToolsChanged object`

            - `type: "tools_changed"`

              default: tools_changed

            - `cache_missed_input_tokens: number`

              Approximate number of input tokens that would have been read from cache had the prefix matched the previous request.

          - `BetaCacheMissMessagesChanged object`

            - `type: "messages_changed"`

              default: messages_changed

            - `cache_missed_input_tokens: number`

              Approximate number of input tokens that would have been read from cache had the prefix matched the previous request.

          - `BetaCacheMissPreviousMessageNotFound object`

            - `type: "previous_message_not_found"`

              default: previous_message_not_found

          - `BetaCacheMissUnavailable object`

            - `type: "unavailable"`

              default: unavailable

      - `model: Model`

        The model that will complete your prompt.

        See [models](https://docs.anthropic.com/en/docs/models-overview) for additional details and options.

      - `role: "assistant"`

        Conversational role of the generated message.

        This will always be `"assistant"`.

        default: assistant

      - `stop_details: BetaRefusalStopDetails or null`

        Structured information about why model output stopped.

        This is `null` when the `stop_reason` has no additional detail to report.

        - `type: "refusal"`

          default: refusal

        - `category: "cyber" or "bio" or "frontier_llm" or 2 more or null`

          The policy category that triggered the refusal.

          `null` when the refusal doesn't map to a named category.

          - `"cyber"`

            The request could enable cyber harm, such as malware or exploit development. Benign cybersecurity work can also trigger this category.

          - `"bio"`

            The request could enable biological harm, such as dangerous lab methods. Beneficial life sciences work can also trigger this category.

          - `"frontier_llm"`

            The request could assist the development of competing AI models, which is restricted under [Anthropic's commercial terms](https://www.anthropic.com/legal/commercial-terms). Benign machine learning work can also trigger this category.

          - `"reasoning_extraction"`

            The request asks the model to reproduce its internal reasoning in the response text. To get reasoning in a structured form instead, use [adaptive thinking](https://platform.claude.com/docs/en/build-with-claude/adaptive-thinking?sdk_languages=http).

          - `"general_harms"`

            The request could be related to an area that was determined as harmful. Benign work might sometimes trigger this category.

        - `explanation: string or null`

          Human-readable explanation of the refusal.

          This text is not guaranteed to be stable. `null` when no explanation is available for the category.

        - `fallback_credit_token: string or null`

          Opaque code that refunds the cache-miss cost when retrying this refused
          request on the fallback model. Pass it as `fallback_credit_token` on the
          retry request. Expires 5 minutes after the refusal.

          The retry is sent either with the same request body (`system`, `messages`,
          `tools`, and other render-shaping fields), or with the same body plus one
          appended `assistant` message whose content is the partial text (with any
          trailing whitespace stripped from the final text block) and paired
          server-tool blocks from this refusal — which also authorizes that
          appended turn as an assistant-prefill continuation on models that otherwise
          disallow prefill. A token minted mid-server-tool-loop whose partial content
          was continuable may only be redeemed the second way — if a same-body retry
          is rejected with a 400 saying the token must be redeemed by continuing the
          partial response, retry the second way instead. Either way: same workspace,
          same platform; a mismatch is a 400. Resending a token for an already-warm
          prefix is permitted but yields no additional credit.

          `null` when the refused model isn't eligible for a fallback credit.

        - `fallback_has_prefill_claim: boolean or null`

          Whether the accompanying `fallback_credit_token` may be redeemed with the
          appended-assistant retry form. Only set when `fallback_credit_token` is
          present.

          `true`: retry by resending the same request body plus one appended
          `assistant` message whose content is this response's `content` with any
          trailing whitespace stripped from the final text block and unpaired
          `tool_use` blocks omitted (the same appended-turn shape described on
          `fallback_credit_token`), with the token attached. `false`: retry by
          resending the original request body unchanged, with the token attached —
          the appended-assistant form is not available for this refusal (no
          continuable partial content, or the request uses `output_format` or a
          `tool_choice` that forces tool use). One exception: when the request used
          `output_format` or a forced `tool_choice` and the refusal arrived after
          server tools (including MCP connector tools) had already executed, the
          token may not be redeemable by either retry form; if the exact-body retry
          is then rejected with a 400 saying the token must be redeemed by
          continuing the partial response, discard the token and retry without it.

          Advisory: if an appended-assistant retry is rejected with a 400 despite
          `true`, fall back to resending the original request body with the token.

        - `recommended_model: string or null`

          The server's suggested retry target for this refusal. Populated when a fallback attempt could not be made (the fallback model's rate limit was exhausted, or it was overloaded); names the fallback model the caller can retry directly. Null otherwise.

      - `stop_reason: BetaStopReason or null`

        The reason that we stopped.

        This may be one the following values:

        * `"end_turn"`: the model reached a natural stopping point
        * `"max_tokens"`: we exceeded the requested `max_tokens` or the model's maximum
        * `"stop_sequence"`: one of your provided custom `stop_sequences` was generated
        * `"tool_use"`: the model invoked one or more tools
        * `"pause_turn"`: we paused a long-running turn. You may provide the response back as-is in a subsequent request to let the model continue.
        * `"refusal"`: when streaming classifiers intervene to handle potential policy violations
        * `"model_context_window_exceeded"`: we exceeded the model's context window

        In non-streaming mode this value is always non-null. In streaming mode, it is null in the `message_start` event and non-null otherwise.

        - `"end_turn"`

        - `"max_tokens"`

        - `"stop_sequence"`

        - `"tool_use"`

        - `"pause_turn"`

        - `"compaction"`

        - `"refusal"`

        - `"model_context_window_exceeded"`

      - `stop_sequence: string or null`

        Which custom stop sequence was generated, if any.

        This value will be a non-null string if one of your custom stop sequences was generated.

      - `usage: BetaUsage`

        Billing and rate-limit usage.

        Anthropic's API bills and rate-limits by token counts, as tokens represent the underlying cost to our systems.

        Under the hood, the API transforms requests into a format suitable for the model. The model's output then goes through a parsing stage before becoming an API response. As a result, the token counts in `usage` will not match one-to-one with the exact visible content of an API request or response.

        For example, `output_tokens` will be non-zero, even for an empty string response from Claude.

        Total input tokens in a request is the summation of `input_tokens`, `cache_creation_input_tokens`, and `cache_read_input_tokens`.

        - `cache_creation: BetaCacheCreation or null`

          Breakdown of cached tokens by TTL

          - `ephemeral_1h_input_tokens: number`

            The number of input tokens used to create the 1 hour cache entry.

            default: 0, minimum: 0

          - `ephemeral_5m_input_tokens: number`

            The number of input tokens used to create the 5 minute cache entry.

            default: 0, minimum: 0

        - `cache_creation_input_tokens: number or null`

          The number of input tokens used to create the cache entry.

          minimum: 0

        - `cache_read_input_tokens: number or null`

          The number of input tokens read from the cache.

          minimum: 0

        - `fallback_credit: BetaFallbackCreditUsage or null`

          Outcome of the `fallback_credit_token` presented on this request.

          Present on every response to a non-batch request that carried a
          `fallback_credit_token`, in either redemption mode; absent otherwise (batch
          items accept and ignore the token and carry no outcome object).

          - `status: BetaFallbackCreditRedeemed or BetaFallbackCreditNotApplied`

            Whether the fallback-credit reprice was applied to this response's billing.

            A union discriminated on `type`. `redeemed`: the retry is billed as if
            the conversation had been on the retry model all along — including when the
            resulting shift is zero because there was nothing to move. `not_applied`:
            no reprice was applied; the arm's `reason` says why.

            - `BetaFallbackCreditRedeemed object`

              The reprice was applied: the retry is billed as if the conversation
              had been on the retry model all along.

              - `type: "redeemed"`

                default: redeemed

            - `BetaFallbackCreditNotApplied object`

              No reprice was applied; `reason` says why.

              - `type: "not_applied"`

                default: not_applied

              - `reason: "body_mismatch" or "continuation_excluded" or "continuation_only" or 9 more`

                Why the reprice was not applied.

                A closed enum; additions to the redemption-check vocabulary arrive as
                deliberate schema updates.

                - `"body_mismatch"`

                - `"continuation_excluded"`

                - `"continuation_only"`

                - `"expired"`

                - `"invalid_target_model"`

                - `"not_enabled"`

                - `"reprice_unavailable"`

                - `"temporarily_unavailable"`

                - `"variant_fields_present"`

                - `"wrong_organization"`

                - `"wrong_platform"`

                - `"wrong_workspace"`

              - `remove_to_redeem: optional array of string or null`

                Request fields to remove before retrying, so the retry can redeem this
                token.

                Present exactly when `reason` is `variant_fields_present` — never null,
                never an empty array; absent otherwise. Fields are named only from your own request, and only after
                the sealed variant hash matched. A served best-effort retry has already
                been billed at normal price; nothing redeems retroactively, but a corrected
                re-send inside the token's five-minute window can still redeem.

        - `inference_geo: string or null`

          The geographic region where inference was performed for this request.

        - `input_tokens: number`

          The number of input tokens which were used.

          minimum: 0

        - `iterations: BetaIterationsUsage or null`

          Per-iteration token usage breakdown.

          Each entry represents one sampling iteration, with its own input/output token counts and cache statistics, discriminated by `type`. For `message` entries (model sampling iterations, such as the turns of a server-side tool use loop), this allows you to:

          - Calculate the context window size from the last `message` entry
          - Understand token accumulation across server-side tool use loops

          A `compaction` entry reports the token usage of the compaction operation itself — the server-side request that summarizes the context being closed — NOT the size of the context that was compacted away, and its token counts can be much smaller than that closed context (for example, a compaction that closes a ~200k-token context can report only a few thousand tokens). Do not derive the context window size from a `compaction` entry, even when it is the last entry. A `compaction` entry's tokens are not included in the top-level `usage` fields. When an input-token trigger is in effect (the default — 150,000 tokens unless configured otherwise), each `compaction` entry closes a context that had reached at least that threshold, though the context can exceed it by the final iteration's output and tool results.

          - `BetaMessageIterationUsage object`

            Token usage for a sampling iteration.

            - `type: "message"`

              Usage for a sampling iteration

              default: message

            - `cache_creation: BetaCacheCreation or null`

              Breakdown of cached tokens by TTL

            - `cache_creation_input_tokens: number`

              The number of input tokens used to create the cache entry.

              default: 0, minimum: 0

            - `cache_read_input_tokens: number`

              The number of input tokens read from the cache.

              default: 0, minimum: 0

            - `input_tokens: number`

              The number of input tokens which were used.

              minimum: 0

            - `model: Model or null`

              The model that will complete your prompt.

              See [models](https://docs.anthropic.com/en/docs/models-overview) for additional details and options.

            - `output_tokens: number`

              The number of output tokens which were used.

              minimum: 0

          - `BetaCompactionIterationUsage object`

            Token usage for a compaction iteration.

            - `type: "compaction"`

              Usage for a compaction iteration

              default: compaction

            - `cache_creation: BetaCacheCreation or null`

              Breakdown of cached tokens by TTL

            - `cache_creation_input_tokens: number`

              The number of input tokens used to create the cache entry.

              default: 0, minimum: 0

            - `cache_read_input_tokens: number`

              The number of input tokens read from the cache.

              default: 0, minimum: 0

            - `input_tokens: number`

              The number of input tokens which were used.

              minimum: 0

            - `output_tokens: number`

              The number of output tokens which were used.

              minimum: 0

          - `BetaAdvisorMessageIterationUsage object`

            Token usage for an advisor sub-inference iteration.

            - `type: "advisor_message"`

              Usage for an advisor sub-inference iteration

              default: advisor_message

            - `cache_creation: BetaCacheCreation or null`

              Breakdown of cached tokens by TTL

            - `cache_creation_input_tokens: number`

              The number of input tokens used to create the cache entry.

              default: 0, minimum: 0

            - `cache_read_input_tokens: number`

              The number of input tokens read from the cache.

              default: 0, minimum: 0

            - `input_tokens: number`

              The number of input tokens which were used.

              minimum: 0

            - `model: Model`

              The model that will complete your prompt.

              See [models](https://docs.anthropic.com/en/docs/models-overview) for additional details and options.

            - `output_tokens: number`

              The number of output tokens which were used.

              minimum: 0

          - `BetaFallbackMessageIterationUsage object`

            Token usage for the fallback-model attempt of a server-side fallback request.

            The terminal entry of a fallback-served turn: when a fallback hop's
            output is the returned message, the entry for the iteration that
            completed it carries this type in place of `message`. A declined hop
            and the serving hop's earlier tool-loop iterations produce `message`
            entries. Whether a fallback model served the response is signalled by
            the presence of this entry in `usage.iterations`.

            - `type: "fallback_message"`

              Usage for the fallback-model attempt that served the response

              default: fallback_message

            - `cache_creation: BetaCacheCreation or null`

              Breakdown of cached tokens by TTL

            - `cache_creation_input_tokens: number`

              The number of input tokens used to create the cache entry.

              default: 0, minimum: 0

            - `cache_read_input_tokens: number`

              The number of input tokens read from the cache.

              default: 0, minimum: 0

            - `input_tokens: number`

              The number of input tokens which were used.

              minimum: 0

            - `model: Model`

              The model that will complete your prompt.

              See [models](https://docs.anthropic.com/en/docs/models-overview) for additional details and options.

            - `output_tokens: number`

              The number of output tokens which were used.

              minimum: 0

        - `output_tokens: number`

          The number of output tokens which were used.

          minimum: 0

        - `output_tokens_details: BetaOutputTokensDetails or null`

          Breakdown of output tokens by category.

          `output_tokens` remains the inclusive, authoritative total used for billing.
          This object provides a read-only decomposition for observability — for example,
          how many of the billed output tokens were spent on internal reasoning that may
          have been summarized before being returned to you.

          - `thinking_tokens: number`

            Number of output tokens the model generated as internal reasoning, including
            the thinking-block delimiter tokens.

            Reflects the raw reasoning the model produced, not the (possibly shorter)
            summarized thinking text returned in the response body. Computed by
            re-tokenizing the raw reasoning text, so it may differ from the model's exact
            generation count by a small number of tokens. Always ≤ `output_tokens`;
            `output_tokens - thinking_tokens` approximates the non-reasoning output.

            default: 0, minimum: 0

        - `server_tool_use: BetaServerToolUsage or null`

          The number of server tool requests.

          - `web_fetch_requests: number`

            The number of web fetch tool requests.

            default: 0, minimum: 0

          - `web_search_requests: number`

            The number of web search tool requests.

            default: 0, minimum: 0

        - `service_tier: "standard" or "priority" or "batch" or null`

          If the request used the priority, standard, or batch tier.

          - `"standard"`

          - `"priority"`

          - `"batch"`

        - `speed: "standard" or "fast" or null`

          The inference speed mode used for this request.

          - `"standard"`

          - `"fast"`

      - `input_transformations: optional array of BetaInputTransformation or null`

        Changes the API made to the request's input before showing it to the model,
        and blocks that failed a binding check but were left unchanged: one entry per
        block, in request order. Two entry types today. `thinking_dropped` — a
        `thinking`, `redacted_thinking` or `connector_text` block from the request's
        `messages` that was removed from the prompt instead of being shown to the
        model because it failed a binding check. `thinking_mismatch_allowed` — a
        `thinking` or `redacted_thinking` block that failed the conversation check
        (the conversation before it differs from the one it was created in, or it
        carries no record of one on a model that requires it) and was shown to the
        model all the same, because that check is not enforced for this request.
        More entry types may be added over time; ignore types you do not recognize.

        Requires `anthropic-beta: thinking-binding-controls-2026-08-01`. Present on
        every such response from a model that supports extended thinking, as `[]`
        when there is no entry to report; without the beta, blocks are removed or
        left in place all the same but nothing is reported. Removed blocks contribute
        nothing to `usage.input_tokens`; blocks left in place count as sent. When
        streaming, the array is final in `message_start`; the final `message_delta`
        event carries it only when a server-side model fallback happened mid-stream,
        in which case it holds the serving model's entries and replaces the one in
        `message_start`.

        - `BetaThinkingDroppedInputTransformation object`

          - `type: "thinking_dropped"`

            Always `thinking_dropped` for this entry type.

            default: thinking_dropped

          - `path: string`

            Where the removed block was in your request, as `messages.{i}.content.{j}`:
            `i` indexes the `messages` array you sent and `j` that message's `content`
            array — the same form error messages use.

          - `reason: "model_binding_mismatch" or "prefix_binding_mismatch" or "organization_binding_mismatch" or "end_user_binding_mismatch"`

            Which binding check removed the block: `model_binding_mismatch` — it was
            created by a model whose reasoning the requested model may not read;
            `prefix_binding_mismatch` — the conversation before it differs from the
            conversation it was created in (the rest of that turn's consecutive thinking
            blocks are removed with it, each with this reason);
            `organization_binding_mismatch` — it was created under a different
            organization (an Anthropic organization, AWS account or Google Cloud project)
            and this organization is not one of its additional organizations;
            `end_user_binding_mismatch` — it was created for a different end user, or
            was removed by the consumer-organization binding. A block that would fail
            several checks reports one reason, in this order of precedence:
            `organization_binding_mismatch`, `end_user_binding_mismatch`,
            `model_binding_mismatch`, `prefix_binding_mismatch`.

            - `"model_binding_mismatch"`

            - `"prefix_binding_mismatch"`

            - `"organization_binding_mismatch"`

            - `"end_user_binding_mismatch"`

        - `BetaThinkingMismatchAllowedInputTransformation object`

          - `type: "thinking_mismatch_allowed"`

            Always `thinking_mismatch_allowed` for this entry type.

            default: thinking_mismatch_allowed

          - `path: string`

            Where the block is in your request, as `messages.{i}.content.{j}`:
            `i` indexes the `messages` array you sent and `j` that message's `content`
            array — the same form error messages use.

          - `reason: "model_binding_mismatch" or "prefix_binding_mismatch" or "organization_binding_mismatch" or "end_user_binding_mismatch"`

            Which binding check the block failed; the block was shown to the model all
            the same. Always `prefix_binding_mismatch` today — the conversation before
            the block differs from the conversation it was created in, or the block
            carries no record of one on a model that requires it. Were the check
            enforced for this request, the block would have been removed or the request
            rejected (`thinking.block_binding.prefix_mismatch_behavior`). A removal also
            takes the rest of that turn's consecutive thinking blocks, whereas here each
            block is checked on its own, so `thinking_mismatch_allowed` entries are a
            lower bound on what enforcement would remove.

            - `"model_binding_mismatch"`

            - `"prefix_binding_mismatch"`

            - `"organization_binding_mismatch"`

            - `"end_user_binding_mismatch"`

  - `BetaMessageBatchErroredResult object`

    - `type: "errored"`

      default: errored

    - `error: BetaErrorResponse`

      - `type: "error"`

        default: error

      - `error: BetaError`

        - `BetaInvalidRequestError object`

          - `type: "invalid_request_error"`

            default: invalid_request_error

          - `message: string`

            default: Invalid request

        - `BetaAuthenticationError object`

          - `type: "authentication_error"`

            default: authentication_error

          - `message: string`

            default: Authentication error

        - `BetaBillingError object`

          - `type: "billing_error"`

            default: billing_error

          - `message: string`

            default: Billing error

        - `BetaPermissionError object`

          - `type: "permission_error"`

            default: permission_error

          - `message: string`

            default: Permission denied

        - `BetaNotFoundError object`

          - `type: "not_found_error"`

            default: not_found_error

          - `message: string`

            default: Not found

        - `BetaRateLimitError object`

          - `type: "rate_limit_error"`

            default: rate_limit_error

          - `message: string`

            default: Rate limited

        - `BetaGatewayTimeoutError object`

          - `type: "timeout_error"`

            default: timeout_error

          - `message: string`

            default: Request timeout

        - `BetaAPIError object`

          - `type: "api_error"`

            default: api_error

          - `message: string`

            default: Internal server error

        - `BetaOverloadedError object`

          - `type: "overloaded_error"`

            default: overloaded_error

          - `message: string`

            default: Overloaded

      - `request_id: string or null`

  - `BetaMessageBatchCanceledResult object`

    - `type: "canceled"`

      default: canceled

  - `BetaMessageBatchExpiredResult object`

    - `type: "expired"`

      default: expired

### Beta Message Batch Succeeded Result

- `BetaMessageBatchSucceededResult object`

  - `type: "succeeded"`

    default: succeeded

  - `message: BetaMessage`

    - `type: "message"`

      Object type.

      For Messages, this is always `"message"`.

      default: message

    - `id: string`

      Unique object identifier.

      The format and length of IDs may change over time.

    - `container: BetaContainer or null`

      Information about the container used in this request.

      This will be non-null if a container tool (e.g. code execution) was used.

      - `id: string`

        Identifier for the container used in this request

      - `expires_at: string`

        The time at which the container will expire.

        format: date-time

      - `skills: array of BetaContainerSkill or null`

        Skills loaded in the container

        - `type: "anthropic" or "custom"`

          Type of skill - either 'anthropic' (built-in) or 'custom' (user-defined)

          - `"anthropic"`

          - `"custom"`

        - `skill_id: string`

          Skill ID

          minLength: 1, maxLength: 64

        - `version: string`

          The resolved version: a skill version ID for custom skills.

          minLength: 1, maxLength: 64

    - `content: array of BetaContentBlock`

      Content generated by the model.

      This is an array of content blocks, each of which has a `type` that determines its shape.

      Example:

      ```json
      [{"type": "text", "text": "Hi, I'm Claude."}]
      ```

      If the request input `messages` ended with an `assistant` turn, then the response `content` will continue directly from that last turn. You can use this to constrain the model's output.

      For example, if the input `messages` were:

      ```json
      [
        {"role": "user", "content": "What's the Greek name for Sun? (A) Sol (B) Helios (C) Sun"},
        {"role": "assistant", "content": "The best answer is ("}
      ]
      ```

      Then the response `content` might be:

      ```json
      [{"type": "text", "text": "B)"}]
      ```

      - `BetaTextBlock object`

        - `type: "text"`

          default: text

        - `citations: array of BetaTextCitation or null`

          Citations supporting the text block.

          The type of citation returned will depend on the type of document being cited. Citing a PDF results in `page_location`, plain text results in `char_location`, and content document results in `content_block_location`.

          - `BetaCitationCharLocation object`

            - `type: "char_location"`

              default: char_location

            - `cited_text: string`

            - `document_index: number`

              minimum: 0

            - `document_title: string or null`

            - `end_char_index: number`

            - `file_id: string or null`

            - `start_char_index: number`

              minimum: 0

          - `BetaCitationPageLocation object`

            - `type: "page_location"`

              default: page_location

            - `cited_text: string`

            - `document_index: number`

              minimum: 0

            - `document_title: string or null`

            - `end_page_number: number`

            - `file_id: string or null`

            - `start_page_number: number`

              minimum: 1

          - `BetaCitationContentBlockLocation object`

            - `type: "content_block_location"`

              default: content_block_location

            - `cited_text: string`

              The full text of the cited block range, concatenated.

              Always equals the contents of `content[start_block_index:end_block_index]` joined together. The text block is the minimal citable unit; this field is never a substring of a single block. Not counted toward output tokens, and not counted toward input tokens when sent back in subsequent turns.

            - `document_index: number`

              minimum: 0

            - `document_title: string or null`

            - `end_block_index: number`

              Exclusive 0-based end index of the cited block range in the source's `content` array.

              Always greater than `start_block_index`; a single-block citation has `end_block_index = start_block_index + 1`.

            - `file_id: string or null`

            - `start_block_index: number`

              0-based index of the first cited block in the source's `content` array.

              minimum: 0

          - `BetaCitationsWebSearchResultLocation object`

            - `type: "web_search_result_location"`

              default: web_search_result_location

            - `cited_text: string`

            - `encrypted_index: string`

            - `title: string or null`

              maxLength: 512

            - `url: string`

          - `BetaCitationSearchResultLocation object`

            - `type: "search_result_location"`

              default: search_result_location

            - `cited_text: string`

              The full text of the cited block range, concatenated.

              Always equals the contents of `content[start_block_index:end_block_index]` joined together. The text block is the minimal citable unit; this field is never a substring of a single block. Not counted toward output tokens, and not counted toward input tokens when sent back in subsequent turns.

            - `end_block_index: number`

              Exclusive 0-based end index of the cited block range in the source's `content` array.

              Always greater than `start_block_index`; a single-block citation has `end_block_index = start_block_index + 1`.

            - `search_result_index: number`

              0-based index of the cited search result among all `search_result` content blocks in the request, in the order they appear across messages and tool results.

              Counted separately from `document_index`; server-side web search results are not included in this count.

              minimum: 0

            - `source: string`

            - `start_block_index: number`

              0-based index of the first cited block in the source's `content` array.

              minimum: 0

            - `title: string or null`

        - `text: string`

      - `BetaThinkingBlock object`

        - `type: "thinking"`

          default: thinking

        - `signature: string`

          A value used to verify that this thinking block was generated by Claude when it is passed back to the API.

          This is an opaque field and should not be interpreted or parsed. When passing thinking blocks back to the API (required when using tools with extended thinking), pass them back exactly as received, with this field intact.

          See [extended thinking](https://platform.claude.com/docs/en/build-with-claude/extended-thinking?sdk_languages=http) for details.

        - `thinking: string`

          The text of Claude's thinking process for this block.

      - `BetaRedactedThinkingBlock object`

        - `type: "redacted_thinking"`

          default: redacted_thinking

        - `data: string`

          The contents of this redacted thinking block, returned when portions of the model's thinking were safety-redacted. This field is opaque and encrypted, with no readable content.

          Pass `redacted_thinking` blocks back to the API unchanged when continuing a multi-turn conversation.

          See [extended thinking](https://platform.claude.com/docs/en/build-with-claude/extended-thinking?sdk_languages=http#redacted-thinking-blocks) for details.

      - `BetaToolUseBlock object`

        - `type: "tool_use"`

          default: tool_use

        - `id: string`

          pattern: ^[a-zA-Z0-9_-]+$

        - `input: map[unknown]`

        - `name: string`

          minLength: 1

        - `caller: optional BetaDirectCaller or BetaServerToolCaller or BetaServerToolCaller20260120`

          - `BetaDirectCaller object`

            Tool invocation directly from the model.

            - `type: "direct"`

          - `BetaServerToolCaller object`

            Tool invocation generated by a server-side tool.

            - `type: "code_execution_20250825"`

            - `tool_id: string`

              pattern: ^srvtoolu_[a-zA-Z0-9_]+$

          - `BetaServerToolCaller20260120 object`

            - `type: "code_execution_20260120"`

            - `tool_id: string`

              pattern: ^srvtoolu_[a-zA-Z0-9_]+$

        - `toolset_name: optional string or null`

          For a toolset member tool_use, the toolset family.

          minLength: 1, maxLength: 64, pattern: ^[a-zA-Z0-9_-]+$

      - `BetaServerToolUseBlock object`

        - `type: "server_tool_use"`

          default: server_tool_use

        - `id: string`

          pattern: ^srvtoolu_[a-zA-Z0-9_]+$

        - `input: map[unknown]`

        - `name: "advisor" or "web_search" or "web_fetch" or 5 more`

          - `"advisor"`

          - `"web_search"`

          - `"web_fetch"`

          - `"code_execution"`

          - `"bash_code_execution"`

          - `"text_editor_code_execution"`

          - `"tool_search_tool_regex"`

          - `"tool_search_tool_bm25"`

        - `caller: optional BetaDirectCaller or BetaServerToolCaller or BetaServerToolCaller20260120`

          - `BetaDirectCaller object`

            Tool invocation directly from the model.

          - `BetaServerToolCaller object`

            Tool invocation generated by a server-side tool.

          - `BetaServerToolCaller20260120 object`

      - `BetaWebSearchToolResultBlock object`

        - `type: "web_search_tool_result"`

          default: web_search_tool_result

        - `content: BetaWebSearchToolResultBlockContent`

          - `BetaWebSearchToolResultError object`

            - `type: "web_search_tool_result_error"`

              default: web_search_tool_result_error

            - `error_code: BetaWebSearchToolResultErrorCode`

              - `"invalid_tool_input"`

              - `"unavailable"`

              - `"max_uses_exceeded"`

              - `"too_many_requests"`

              - `"query_too_long"`

              - `"request_too_large"`

          - `array of BetaWebSearchResultBlock`

            - `type: "web_search_result"`

              default: web_search_result

            - `encrypted_content: string`

            - `page_age: string or null`

            - `title: string`

            - `url: string`

        - `tool_use_id: string`

          pattern: ^srvtoolu_[a-zA-Z0-9_]+$

        - `caller: optional BetaDirectCaller or BetaServerToolCaller or BetaServerToolCaller20260120`

          - `BetaDirectCaller object`

            Tool invocation directly from the model.

          - `BetaServerToolCaller object`

            Tool invocation generated by a server-side tool.

          - `BetaServerToolCaller20260120 object`

      - `BetaWebFetchToolResultBlock object`

        - `type: "web_fetch_tool_result"`

          default: web_fetch_tool_result

        - `content: BetaWebFetchToolResultErrorBlock or BetaWebFetchBlock`

          - `BetaWebFetchToolResultErrorBlock object`

            - `type: "web_fetch_tool_result_error"`

              default: web_fetch_tool_result_error

            - `error_code: BetaWebFetchToolResultErrorCode`

              - `"invalid_tool_input"`

              - `"url_too_long"`

              - `"url_not_allowed"`

              - `"url_not_in_prior_context"`

              - `"url_not_accessible"`

              - `"unsupported_content_type"`

              - `"too_many_requests"`

              - `"max_uses_exceeded"`

              - `"unavailable"`

              - `"content_too_large"`

          - `BetaWebFetchBlock object`

            - `type: "web_fetch_result"`

              default: web_fetch_result

            - `content: BetaDocumentBlock`

              - `type: "document"`

                default: document

              - `citations: BetaCitationConfig or null`

                Citation configuration for the document

                - `enabled: boolean`

                  default: false

              - `source: BetaBase64PDFSource or BetaPlainTextSource`

                - `BetaBase64PDFSource object`

                  - `type: "base64"`

                  - `data: string`

                    format: byte

                  - `media_type: "application/pdf"`

                - `BetaPlainTextSource object`

                  - `type: "text"`

                  - `data: string`

                  - `media_type: "text/plain"`

              - `title: string or null`

                The title of the document

            - `retrieved_at: string or null`

              ISO 8601 timestamp when the content was retrieved

            - `url: string`

              Fetched content URL

        - `tool_use_id: string`

          pattern: ^srvtoolu_[a-zA-Z0-9_]+$

        - `caller: optional BetaDirectCaller or BetaServerToolCaller or BetaServerToolCaller20260120`

          - `BetaDirectCaller object`

            Tool invocation directly from the model.

          - `BetaServerToolCaller object`

            Tool invocation generated by a server-side tool.

          - `BetaServerToolCaller20260120 object`

      - `BetaAdvisorToolResultBlock object`

        - `type: "advisor_tool_result"`

          default: advisor_tool_result

        - `content: BetaAdvisorToolResultError or BetaAdvisorResultBlock or BetaAdvisorRedactedResultBlock`

          - `BetaAdvisorToolResultError object`

            - `type: "advisor_tool_result_error"`

              default: advisor_tool_result_error

            - `error_code: "max_uses_exceeded" or "prompt_too_long" or "too_many_requests" or 4 more`

              - `"max_uses_exceeded"`

              - `"prompt_too_long"`

              - `"too_many_requests"`

              - `"overloaded"`

              - `"unavailable"`

              - `"execution_time_exceeded"`

              - `"model_not_found"`

          - `BetaAdvisorResultBlock object`

            - `type: "advisor_result"`

              default: advisor_result

            - `stop_reason: string or null`

              The advisor sub-inference's stop reason (same values as the top-level message `stop_reason`). `max_tokens` indicates the advisor's output was truncated at the tool's `max_tokens` value or the advisor model's policy cap.

            - `text: string`

          - `BetaAdvisorRedactedResultBlock object`

            - `type: "advisor_redacted_result"`

              default: advisor_redacted_result

            - `encrypted_content: string`

              Opaque blob containing the advisor's output. Round-trip verbatim; do not inspect or modify.

            - `stop_reason: string or null`

              The advisor sub-inference's stop reason (same values as the top-level message `stop_reason`).

        - `tool_use_id: string`

          pattern: ^srvtoolu_[a-zA-Z0-9_]+$

      - `BetaCodeExecutionToolResultBlock object`

        - `type: "code_execution_tool_result"`

          default: code_execution_tool_result

        - `content: BetaCodeExecutionToolResultBlockContent`

          - `BetaCodeExecutionToolResultError object`

            - `type: "code_execution_tool_result_error"`

              default: code_execution_tool_result_error

            - `error_code: BetaCodeExecutionToolResultErrorCode`

              - `"invalid_tool_input"`

              - `"unavailable"`

              - `"too_many_requests"`

              - `"execution_time_exceeded"`

          - `BetaCodeExecutionResultBlock object`

            - `type: "code_execution_result"`

              default: code_execution_result

            - `content: array of BetaCodeExecutionOutputBlock`

              - `type: "code_execution_output"`

                default: code_execution_output

              - `file_id: string`

            - `return_code: number`

            - `stderr: string`

            - `stdout: string`

          - `BetaEncryptedCodeExecutionResultBlock object`

            Code execution result with encrypted stdout for PFC + web_search results.

            - `type: "encrypted_code_execution_result"`

              default: encrypted_code_execution_result

            - `content: array of BetaCodeExecutionOutputBlock`

              - `type: "code_execution_output"`

                default: code_execution_output

              - `file_id: string`

            - `encrypted_stdout: string`

            - `return_code: number`

            - `stderr: string`

        - `tool_use_id: string`

          pattern: ^srvtoolu_[a-zA-Z0-9_]+$

      - `BetaBashCodeExecutionToolResultBlock object`

        - `type: "bash_code_execution_tool_result"`

          default: bash_code_execution_tool_result

        - `content: BetaBashCodeExecutionToolResultError or BetaBashCodeExecutionResultBlock`

          - `BetaBashCodeExecutionToolResultError object`

            - `type: "bash_code_execution_tool_result_error"`

              default: bash_code_execution_tool_result_error

            - `error_code: "invalid_tool_input" or "unavailable" or "too_many_requests" or 2 more`

              - `"invalid_tool_input"`

              - `"unavailable"`

              - `"too_many_requests"`

              - `"execution_time_exceeded"`

              - `"output_file_too_large"`

          - `BetaBashCodeExecutionResultBlock object`

            - `type: "bash_code_execution_result"`

              default: bash_code_execution_result

            - `content: array of BetaBashCodeExecutionOutputBlock`

              - `type: "bash_code_execution_output"`

                default: bash_code_execution_output

              - `file_id: string`

            - `return_code: number`

            - `stderr: string`

            - `stdout: string`

        - `tool_use_id: string`

          pattern: ^srvtoolu_[a-zA-Z0-9_]+$

      - `BetaTextEditorCodeExecutionToolResultBlock object`

        - `type: "text_editor_code_execution_tool_result"`

          default: text_editor_code_execution_tool_result

        - `content: BetaTextEditorCodeExecutionToolResultError or BetaTextEditorCodeExecutionViewResultBlock or BetaTextEditorCodeExecutionCreateResultBlock or BetaTextEditorCodeExecutionStrReplaceResultBlock`

          - `BetaTextEditorCodeExecutionToolResultError object`

            - `type: "text_editor_code_execution_tool_result_error"`

              default: text_editor_code_execution_tool_result_error

            - `error_code: "invalid_tool_input" or "unavailable" or "too_many_requests" or 2 more`

              - `"invalid_tool_input"`

              - `"unavailable"`

              - `"too_many_requests"`

              - `"execution_time_exceeded"`

              - `"file_not_found"`

            - `error_message: string or null`

          - `BetaTextEditorCodeExecutionViewResultBlock object`

            - `type: "text_editor_code_execution_view_result"`

              default: text_editor_code_execution_view_result

            - `content: string`

            - `file_type: "text" or "image" or "pdf"`

              - `"text"`

              - `"image"`

              - `"pdf"`

            - `num_lines: number or null`

            - `start_line: number or null`

            - `total_lines: number or null`

          - `BetaTextEditorCodeExecutionCreateResultBlock object`

            - `type: "text_editor_code_execution_create_result"`

              default: text_editor_code_execution_create_result

            - `is_file_update: boolean`

          - `BetaTextEditorCodeExecutionStrReplaceResultBlock object`

            - `type: "text_editor_code_execution_str_replace_result"`

              default: text_editor_code_execution_str_replace_result

            - `lines: array of string or null`

            - `new_lines: number or null`

            - `new_start: number or null`

            - `old_lines: number or null`

            - `old_start: number or null`

        - `tool_use_id: string`

          pattern: ^srvtoolu_[a-zA-Z0-9_]+$

      - `BetaToolSearchToolResultBlock object`

        - `type: "tool_search_tool_result"`

          default: tool_search_tool_result

        - `content: BetaToolSearchToolResultError or BetaToolSearchToolSearchResultBlock`

          - `BetaToolSearchToolResultError object`

            - `type: "tool_search_tool_result_error"`

              default: tool_search_tool_result_error

            - `error_code: "invalid_tool_input" or "unavailable" or "too_many_requests" or "execution_time_exceeded"`

              - `"invalid_tool_input"`

              - `"unavailable"`

              - `"too_many_requests"`

              - `"execution_time_exceeded"`

            - `error_message: string or null`

          - `BetaToolSearchToolSearchResultBlock object`

            - `type: "tool_search_tool_search_result"`

              default: tool_search_tool_search_result

            - `tool_references: array of BetaToolReferenceBlock`

              - `type: "tool_reference"`

                default: tool_reference

              - `tool_name: string`

                minLength: 1, maxLength: 256, pattern: ^[a-zA-Z0-9_-]{1,256}$

        - `tool_use_id: string`

          pattern: ^srvtoolu_[a-zA-Z0-9_]+$

      - `BetaMCPToolUseBlock object`

        - `type: "mcp_tool_use"`

          default: mcp_tool_use

        - `id: string`

          pattern: ^[a-zA-Z0-9_-]+$

        - `input: map[unknown]`

        - `name: string`

          The name of the MCP tool

        - `server_name: string`

          The name of the MCP server

      - `BetaMCPToolResultBlock object`

        - `type: "mcp_tool_result"`

          default: mcp_tool_result

        - `content: string or array of BetaTextBlock`

          - `string`

          - `BetaMCPToolResultBlockContent = array of BetaTextBlock`

            - `type: "text"`

              default: text

            - `citations: array of BetaTextCitation or null`

              Citations supporting the text block.

              The type of citation returned will depend on the type of document being cited. Citing a PDF results in `page_location`, plain text results in `char_location`, and content document results in `content_block_location`.

            - `text: string`

        - `is_error: boolean`

          default: false

        - `tool_use_id: string`

          pattern: ^[a-zA-Z0-9_-]+$

      - `BetaContainerUploadBlock object`

        Response model for a file uploaded to the container.

        - `type: "container_upload"`

          default: container_upload

        - `file_id: string`

      - `BetaCompactionBlock object`

        A compaction block returned when autocompact is triggered.

        When content is None, it indicates the compaction failed to produce a valid
        summary (e.g., malformed output from the model). Clients may round-trip
        compaction blocks with null content; the server treats them as no-ops.

        - `type: "compaction"`

          default: compaction

        - `content: string or null`

          Summary of compacted content, or null if compaction failed

        - `encrypted_content: string or null`

          Opaque metadata from prior compaction, to be round-tripped verbatim

        - `signature: optional string or null`

          Signature over the summary, to be sent back with the block verbatim

        - `tool_changes: optional array of BetaResponseToolAdditionBlock or BetaResponseToolRemovalBlock or null`

          The tool changes of the compacted range: the `tool_addition` and `tool_removal` blocks that take the request's `tools` to the tool set in effect at the end of the range, or `[]` when the range changed no tool. Absent when the server did not compute them. Send the block back unchanged.

          - `BetaResponseToolAdditionBlock object`

            An entry of a `compaction` block's `tool_changes`: a tool the
            compacted range made available, as a reference to a `tools` entry or
            MCP toolset, or as the tool definition in effect at the end of the
            range, by value. Send it back unchanged.

            - `type: "tool_addition"`

              default: tool_addition

            - `tool: BetaResponseToolChangeToolReference or BetaResponseToolChangeMCPToolReference or BetaResponseToolChangeMCPToolsetReference or BetaToolChangeToolDefinition`

              The tool made available: a reference to a `tools` entry or MCP toolset, or a `tool_definition` carrying the definition by value.

              - `BetaResponseToolChangeToolReference object`

                Reference to a single tool, by the name the model uses to call it, as
                a `compaction` block's `tool_changes` entry reports it: a tool
                declared in `tools` or defined by an earlier `tool_addition` block.
                Send it back unchanged with the block.

                - `type: "tool_reference"`

                  default: tool_reference

                - `name: string`

              - `BetaResponseToolChangeMCPToolReference object`

                Reference to a single MCP tool, by its server and its name on that
                server, as a `compaction` block's `tool_changes` entry reports it.
                Send it back unchanged with the block.

                - `type: "mcp_tool_reference"`

                  default: mcp_tool_reference

                - `name: string`

                - `server_name: string`

              - `BetaResponseToolChangeMCPToolsetReference object`

                Reference to every tool in the named MCP server's toolset, as a
                `compaction` block's `tool_changes` entry reports it. Send it back
                unchanged with the block.

                - `type: "mcp_toolset_reference"`

                  default: mcp_toolset_reference

                - `server_name: string`

              - `BetaToolChangeToolDefinition object`

                A tool defined by value, as a `compaction` block's `tool_changes` entry
                reports it: `definition` is the tool's definition as it was sent, in the
                form of a `tools` entry, without `cache_control`. Send it back unchanged
                with the block.

                - `type: "tool_definition"`

                  default: tool_definition

                - `definition: BetaResponseToolUnion`

                  - `BetaResponseTool object`

                    A custom tool definition, as sent.

                    - `type: optional "custom" or null`

                    - `input_schema: BetaResponseToolInputSchema`

                      [JSON schema](https://json-schema.org/draft/2020-12) for this tool's input.

                      This defines the shape of the `input` that your tool accepts and that the model will produce.

                      - `type: "object"`

                      - `properties: optional map[unknown] or null`

                      - `required: optional array of string or null`

                    - `name: string`

                      Name of the tool.

                      This is how the tool will be called by the model and in `tool_use` blocks.

                      minLength: 1, maxLength: 128, pattern: ^[a-zA-Z0-9_-]{1,128}$

                    - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                      - `"direct"`

                      - `"code_execution_20250825"`

                      - `"code_execution_20260120"`

                      - `"code_execution_20260521"`

                    - `defer_loading: optional boolean`

                      If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                    - `description: optional string`

                      Description of what this tool does.

                      Tool descriptions should be as detailed as possible. The more information that the model has about what the tool is and how to use it, the better it will perform. You can use natural language descriptions to reinforce important aspects of the tool input JSON schema.

                    - `eager_input_streaming: optional boolean or null`

                      Enable eager input streaming for this tool. When true, tool input parameters will be streamed incrementally as they are generated, and types will be inferred on-the-fly rather than buffering the full JSON output. When false, streaming is disabled for this tool even if the fine-grained-tool-streaming beta is active. When null (default), uses the default behavior based on beta headers.

                    - `input_examples: optional array of map[unknown]`

                    - `strict: optional boolean`

                      When true, guarantees schema validation on tool names and inputs

                  - `BetaToolBash20241022 object`

                    - `type: "bash_20241022"`

                    - `name: "bash"`

                      Name of the tool.

                      This is how the tool will be called by the model and in `tool_use` blocks.

                    - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                      - `"direct"`

                      - `"code_execution_20250825"`

                      - `"code_execution_20260120"`

                      - `"code_execution_20260521"`

                    - `cache_control: optional BetaCacheControlEphemeral or null`

                      Create a cache control breakpoint at this content block.

                      - `type: "ephemeral"`

                      - `ttl: optional "5m" or "1h"`

                        The time-to-live for the cache control breakpoint.

                        This may be one the following values:

                        - `5m`: 5 minutes
                        - `1h`: 1 hour

                        Defaults to `5m`. See [prompt caching pricing](https://platform.claude.com/docs/en/build-with-claude/prompt-caching?sdk_languages=http) for details.

                        - `"5m"`

                        - `"1h"`

                    - `defer_loading: optional boolean`

                      If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                    - `input_examples: optional array of map[unknown]`

                    - `strict: optional boolean`

                      When true, guarantees schema validation on tool names and inputs

                  - `BetaToolBash20250124 object`

                    - `type: "bash_20250124"`

                    - `name: "bash"`

                      Name of the tool.

                      This is how the tool will be called by the model and in `tool_use` blocks.

                    - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                      - `"direct"`

                      - `"code_execution_20250825"`

                      - `"code_execution_20260120"`

                      - `"code_execution_20260521"`

                    - `cache_control: optional BetaCacheControlEphemeral or null`

                      Create a cache control breakpoint at this content block.

                    - `defer_loading: optional boolean`

                      If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                    - `input_examples: optional array of map[unknown]`

                    - `strict: optional boolean`

                      When true, guarantees schema validation on tool names and inputs

                  - `BetaCodeExecutionTool20250522 object`

                    - `type: "code_execution_20250522"`

                    - `name: "code_execution"`

                      Name of the tool.

                      This is how the tool will be called by the model and in `tool_use` blocks.

                    - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                      - `"direct"`

                      - `"code_execution_20250825"`

                      - `"code_execution_20260120"`

                      - `"code_execution_20260521"`

                    - `cache_control: optional BetaCacheControlEphemeral or null`

                      Create a cache control breakpoint at this content block.

                    - `defer_loading: optional boolean`

                      If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                    - `strict: optional boolean`

                      When true, guarantees schema validation on tool names and inputs

                  - `BetaCodeExecutionTool20250825 object`

                    - `type: "code_execution_20250825"`

                    - `name: "code_execution"`

                      Name of the tool.

                      This is how the tool will be called by the model and in `tool_use` blocks.

                    - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                      - `"direct"`

                      - `"code_execution_20250825"`

                      - `"code_execution_20260120"`

                      - `"code_execution_20260521"`

                    - `cache_control: optional BetaCacheControlEphemeral or null`

                      Create a cache control breakpoint at this content block.

                    - `defer_loading: optional boolean`

                      If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                    - `strict: optional boolean`

                      When true, guarantees schema validation on tool names and inputs

                  - `BetaCodeExecutionTool20260120 object`

                    Code execution tool with REPL state persistence (daemon mode + gVisor checkpoint).

                    - `type: "code_execution_20260120"`

                    - `name: "code_execution"`

                      Name of the tool.

                      This is how the tool will be called by the model and in `tool_use` blocks.

                    - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                      - `"direct"`

                      - `"code_execution_20250825"`

                      - `"code_execution_20260120"`

                      - `"code_execution_20260521"`

                    - `cache_control: optional BetaCacheControlEphemeral or null`

                      Create a cache control breakpoint at this content block.

                    - `defer_loading: optional boolean`

                      If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                    - `strict: optional boolean`

                      When true, guarantees schema validation on tool names and inputs

                  - `BetaCodeExecutionTool20260521 object`

                    Code execution tool with REPL state persistence.

                    - `type: "code_execution_20260521"`

                    - `name: "code_execution"`

                      Name of the tool.

                      This is how the tool will be called by the model and in `tool_use` blocks.

                    - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                      - `"direct"`

                      - `"code_execution_20250825"`

                      - `"code_execution_20260120"`

                      - `"code_execution_20260521"`

                    - `cache_control: optional BetaCacheControlEphemeral or null`

                      Create a cache control breakpoint at this content block.

                    - `defer_loading: optional boolean`

                      If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                    - `strict: optional boolean`

                      When true, guarantees schema validation on tool names and inputs

                  - `BetaBrowserToolset20260801 object`

                    The browser toolset: a single `tools[]` entry (carrying no
                    `name`) that declares the browser tool family. The model is served
                    the family's tool with any members disabled via `configs` removed
                    from its schema.

                    - `type: "browser_toolset_20260801"`

                    - `cache_control: optional BetaCacheControlEphemeral or null`

                      Create a cache control breakpoint at this content block.

                    - `configs: optional BetaBrowserToolsetConfigs or null`

                      Sparse per-member overrides, keyed by member name. Absent, null, and {} are equivalent; a member's defaults apply wherever its key is absent.

                      - `type: optional BetaBrowserTypeConfig or null`

                        `type`'s config overrides.

                        - `defer_loading: optional boolean or null`

                          Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                        - `enabled: optional boolean or null`

                          Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                      - `close_tab: optional BetaBrowserCloseTabConfig or null`

                        `close_tab`'s config overrides.

                        - `defer_loading: optional boolean or null`

                          Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                        - `enabled: optional boolean or null`

                          Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                      - `double_click: optional BetaBrowserDoubleClickConfig or null`

                        `double_click`'s config overrides.

                        - `defer_loading: optional boolean or null`

                          Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                        - `enabled: optional boolean or null`

                          Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                      - `file_upload: optional BetaBrowserFileUploadConfig or null`

                        `file_upload`'s config overrides.

                        - `defer_loading: optional boolean or null`

                          Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                        - `enabled: optional boolean or null`

                          Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                      - `find: optional BetaBrowserFindConfig or null`

                        `find`'s config overrides.

                        - `defer_loading: optional boolean or null`

                          Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                        - `enabled: optional boolean or null`

                          Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                      - `form_input: optional BetaBrowserFormInputConfig or null`

                        `form_input`'s config overrides.

                        - `defer_loading: optional boolean or null`

                          Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                        - `enabled: optional boolean or null`

                          Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                      - `get_page_text: optional BetaBrowserGetPageTextConfig or null`

                        `get_page_text`'s config overrides.

                        - `defer_loading: optional boolean or null`

                          Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                        - `enabled: optional boolean or null`

                          Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                      - `hold_key: optional BetaBrowserHoldKeyConfig or null`

                        `hold_key`'s config overrides.

                        - `defer_loading: optional boolean or null`

                          Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                        - `enabled: optional boolean or null`

                          Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                      - `hover: optional BetaBrowserHoverConfig or null`

                        `hover`'s config overrides.

                        - `defer_loading: optional boolean or null`

                          Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                        - `enabled: optional boolean or null`

                          Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                      - `javascript_exec: optional BetaBrowserJavascriptExecConfig or null`

                        `javascript_exec`'s config overrides.

                        - `defer_loading: optional boolean or null`

                          Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                        - `enabled: optional boolean or null`

                          Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                      - `key: optional BetaBrowserKeyConfig or null`

                        `key`'s config overrides.

                        - `defer_loading: optional boolean or null`

                          Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                        - `enabled: optional boolean or null`

                          Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                      - `left_click: optional BetaBrowserLeftClickConfig or null`

                        `left_click`'s config overrides.

                        - `defer_loading: optional boolean or null`

                          Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                        - `enabled: optional boolean or null`

                          Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                      - `left_click_drag: optional BetaBrowserLeftClickDragConfig or null`

                        `left_click_drag`'s config overrides.

                        - `defer_loading: optional boolean or null`

                          Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                        - `enabled: optional boolean or null`

                          Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                      - `left_mouse_down: optional BetaBrowserLeftMouseDownConfig or null`

                        `left_mouse_down`'s config overrides.

                        - `defer_loading: optional boolean or null`

                          Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                        - `enabled: optional boolean or null`

                          Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                      - `left_mouse_up: optional BetaBrowserLeftMouseUpConfig or null`

                        `left_mouse_up`'s config overrides.

                        - `defer_loading: optional boolean or null`

                          Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                        - `enabled: optional boolean or null`

                          Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                      - `list_tabs: optional BetaBrowserListTabsConfig or null`

                        `list_tabs`'s config overrides.

                        - `defer_loading: optional boolean or null`

                          Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                        - `enabled: optional boolean or null`

                          Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                      - `middle_click: optional BetaBrowserMiddleClickConfig or null`

                        `middle_click`'s config overrides.

                        - `defer_loading: optional boolean or null`

                          Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                        - `enabled: optional boolean or null`

                          Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                      - `mouse_move: optional BetaBrowserMouseMoveConfig or null`

                        `mouse_move`'s config overrides.

                        - `defer_loading: optional boolean or null`

                          Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                        - `enabled: optional boolean or null`

                          Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                      - `navigate: optional BetaBrowserNavigateConfig or null`

                        `navigate`'s config overrides.

                        - `defer_loading: optional boolean or null`

                          Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                        - `enabled: optional boolean or null`

                          Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                      - `new_tab: optional BetaBrowserNewTabConfig or null`

                        `new_tab`'s config overrides.

                        - `defer_loading: optional boolean or null`

                          Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                        - `enabled: optional boolean or null`

                          Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                      - `read_console: optional BetaBrowserReadConsoleConfig or null`

                        `read_console`'s config overrides.

                        - `defer_loading: optional boolean or null`

                          Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                        - `enabled: optional boolean or null`

                          Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                      - `read_network: optional BetaBrowserReadNetworkConfig or null`

                        `read_network`'s config overrides.

                        - `defer_loading: optional boolean or null`

                          Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                        - `enabled: optional boolean or null`

                          Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                      - `read_page: optional BetaBrowserReadPageConfig or null`

                        `read_page`'s config overrides.

                        - `defer_loading: optional boolean or null`

                          Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                        - `enabled: optional boolean or null`

                          Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                      - `right_click: optional BetaBrowserRightClickConfig or null`

                        `right_click`'s config overrides.

                        - `defer_loading: optional boolean or null`

                          Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                        - `enabled: optional boolean or null`

                          Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                      - `screenshot: optional BetaBrowserScreenshotConfig or null`

                        `screenshot`'s config overrides.

                        - `defer_loading: optional boolean or null`

                          Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                        - `enabled: optional boolean or null`

                          Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                      - `scroll: optional BetaBrowserScrollConfig or null`

                        `scroll`'s config overrides.

                        - `defer_loading: optional boolean or null`

                          Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                        - `enabled: optional boolean or null`

                          Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                      - `scroll_to: optional BetaBrowserScrollToConfig or null`

                        `scroll_to`'s config overrides.

                        - `defer_loading: optional boolean or null`

                          Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                        - `enabled: optional boolean or null`

                          Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                      - `switch_tab: optional BetaBrowserSwitchTabConfig or null`

                        `switch_tab`'s config overrides.

                        - `defer_loading: optional boolean or null`

                          Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                        - `enabled: optional boolean or null`

                          Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                      - `triple_click: optional BetaBrowserTripleClickConfig or null`

                        `triple_click`'s config overrides.

                        - `defer_loading: optional boolean or null`

                          Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                        - `enabled: optional boolean or null`

                          Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                      - `wait: optional BetaBrowserWaitConfig or null`

                        `wait`'s config overrides.

                        - `defer_loading: optional boolean or null`

                          Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                        - `enabled: optional boolean or null`

                          Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                      - `zoom: optional BetaBrowserZoomConfig or null`

                        `zoom`'s config overrides.

                        - `defer_loading: optional boolean or null`

                          Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                        - `enabled: optional boolean or null`

                          Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                  - `BetaToolComputerUse20241022 object`

                    - `type: "computer_20241022"`

                    - `display_height_px: number`

                      The height of the display in pixels.

                      minimum: 1

                    - `display_width_px: number`

                      The width of the display in pixels.

                      minimum: 1

                    - `name: "computer"`

                      Name of the tool.

                      This is how the tool will be called by the model and in `tool_use` blocks.

                    - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                      - `"direct"`

                      - `"code_execution_20250825"`

                      - `"code_execution_20260120"`

                      - `"code_execution_20260521"`

                    - `cache_control: optional BetaCacheControlEphemeral or null`

                      Create a cache control breakpoint at this content block.

                    - `defer_loading: optional boolean`

                      If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                    - `display_number: optional number or null`

                      The X11 display number (e.g. 0, 1) for the display.

                      minimum: 0

                    - `input_examples: optional array of map[unknown]`

                    - `strict: optional boolean`

                      When true, guarantees schema validation on tool names and inputs

                  - `BetaMemoryTool20250818 object`

                    - `type: "memory_20250818"`

                    - `name: "memory"`

                      Name of the tool.

                      This is how the tool will be called by the model and in `tool_use` blocks.

                    - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                      - `"direct"`

                      - `"code_execution_20250825"`

                      - `"code_execution_20260120"`

                      - `"code_execution_20260521"`

                    - `cache_control: optional BetaCacheControlEphemeral or null`

                      Create a cache control breakpoint at this content block.

                    - `defer_loading: optional boolean`

                      If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                    - `input_examples: optional array of map[unknown]`

                    - `strict: optional boolean`

                      When true, guarantees schema validation on tool names and inputs

                  - `BetaToolComputerUse20250124 object`

                    - `type: "computer_20250124"`

                    - `display_height_px: number`

                      The height of the display in pixels.

                      minimum: 1

                    - `display_width_px: number`

                      The width of the display in pixels.

                      minimum: 1

                    - `name: "computer"`

                      Name of the tool.

                      This is how the tool will be called by the model and in `tool_use` blocks.

                    - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                      - `"direct"`

                      - `"code_execution_20250825"`

                      - `"code_execution_20260120"`

                      - `"code_execution_20260521"`

                    - `cache_control: optional BetaCacheControlEphemeral or null`

                      Create a cache control breakpoint at this content block.

                    - `defer_loading: optional boolean`

                      If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                    - `display_number: optional number or null`

                      The X11 display number (e.g. 0, 1) for the display.

                      minimum: 0

                    - `input_examples: optional array of map[unknown]`

                    - `strict: optional boolean`

                      When true, guarantees schema validation on tool names and inputs

                  - `BetaToolTextEditor20241022 object`

                    - `type: "text_editor_20241022"`

                    - `name: "str_replace_editor"`

                      Name of the tool.

                      This is how the tool will be called by the model and in `tool_use` blocks.

                    - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                      - `"direct"`

                      - `"code_execution_20250825"`

                      - `"code_execution_20260120"`

                      - `"code_execution_20260521"`

                    - `cache_control: optional BetaCacheControlEphemeral or null`

                      Create a cache control breakpoint at this content block.

                    - `defer_loading: optional boolean`

                      If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                    - `input_examples: optional array of map[unknown]`

                    - `strict: optional boolean`

                      When true, guarantees schema validation on tool names and inputs

                  - `BetaToolComputerUse20251124 object`

                    - `type: "computer_20251124"`

                    - `display_height_px: number`

                      The height of the display in pixels.

                      minimum: 1

                    - `display_width_px: number`

                      The width of the display in pixels.

                      minimum: 1

                    - `name: "computer"`

                      Name of the tool.

                      This is how the tool will be called by the model and in `tool_use` blocks.

                    - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                      - `"direct"`

                      - `"code_execution_20250825"`

                      - `"code_execution_20260120"`

                      - `"code_execution_20260521"`

                    - `cache_control: optional BetaCacheControlEphemeral or null`

                      Create a cache control breakpoint at this content block.

                    - `defer_loading: optional boolean`

                      If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                    - `display_number: optional number or null`

                      The X11 display number (e.g. 0, 1) for the display.

                      minimum: 0

                    - `enable_zoom: optional boolean`

                      Whether to enable an action to take a zoomed-in screenshot of the screen.

                    - `input_examples: optional array of map[unknown]`

                    - `strict: optional boolean`

                      When true, guarantees schema validation on tool names and inputs

                  - `BetaComputerToolset20260801 object`

                    The computer toolset: a single `tools[]` entry (carrying no
                    `name`) that declares the computer tool family. The model is
                    served the family's tool with any members disabled via `configs`
                    removed from its schema. Every member is enabled by default, zoom
                    included. The single-tool options `display_number` and
                    `enable_zoom` are not fields of a toolset entry — it carries only
                    `type`, `configs`, and `cache_control`; zoom is controlled
                    via `configs.zoom.enabled`.

                    - `type: "computer_toolset_20260801"`

                    - `cache_control: optional BetaCacheControlEphemeral or null`

                      Create a cache control breakpoint at this content block.

                    - `configs: optional BetaComputerToolsetConfigs or null`

                      Sparse per-member overrides, keyed by member name. Absent, null, and {} are equivalent; a member's defaults apply wherever its key is absent.

                      - `type: optional BetaComputerTypeConfig or null`

                        `type`'s config overrides.

                        - `defer_loading: optional boolean or null`

                          Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                        - `enabled: optional boolean or null`

                          Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                      - `cursor_position: optional BetaComputerCursorPositionConfig or null`

                        `cursor_position`'s config overrides.

                        - `defer_loading: optional boolean or null`

                          Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                        - `enabled: optional boolean or null`

                          Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                      - `double_click: optional BetaComputerDoubleClickConfig or null`

                        `double_click`'s config overrides.

                        - `defer_loading: optional boolean or null`

                          Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                        - `enabled: optional boolean or null`

                          Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                      - `hold_key: optional BetaComputerHoldKeyConfig or null`

                        `hold_key`'s config overrides.

                        - `defer_loading: optional boolean or null`

                          Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                        - `enabled: optional boolean or null`

                          Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                      - `key: optional BetaComputerKeyConfig or null`

                        `key`'s config overrides.

                        - `defer_loading: optional boolean or null`

                          Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                        - `enabled: optional boolean or null`

                          Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                      - `left_click: optional BetaComputerLeftClickConfig or null`

                        `left_click`'s config overrides.

                        - `defer_loading: optional boolean or null`

                          Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                        - `enabled: optional boolean or null`

                          Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                      - `left_click_drag: optional BetaComputerLeftClickDragConfig or null`

                        `left_click_drag`'s config overrides.

                        - `defer_loading: optional boolean or null`

                          Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                        - `enabled: optional boolean or null`

                          Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                      - `left_mouse_down: optional BetaComputerLeftMouseDownConfig or null`

                        `left_mouse_down`'s config overrides.

                        - `defer_loading: optional boolean or null`

                          Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                        - `enabled: optional boolean or null`

                          Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                      - `left_mouse_up: optional BetaComputerLeftMouseUpConfig or null`

                        `left_mouse_up`'s config overrides.

                        - `defer_loading: optional boolean or null`

                          Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                        - `enabled: optional boolean or null`

                          Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                      - `middle_click: optional BetaComputerMiddleClickConfig or null`

                        `middle_click`'s config overrides.

                        - `defer_loading: optional boolean or null`

                          Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                        - `enabled: optional boolean or null`

                          Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                      - `mouse_move: optional BetaComputerMouseMoveConfig or null`

                        `mouse_move`'s config overrides.

                        - `defer_loading: optional boolean or null`

                          Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                        - `enabled: optional boolean or null`

                          Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                      - `right_click: optional BetaComputerRightClickConfig or null`

                        `right_click`'s config overrides.

                        - `defer_loading: optional boolean or null`

                          Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                        - `enabled: optional boolean or null`

                          Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                      - `screenshot: optional BetaComputerScreenshotConfig or null`

                        `screenshot`'s config overrides.

                        - `defer_loading: optional boolean or null`

                          Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                        - `enabled: optional boolean or null`

                          Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                      - `scroll: optional BetaComputerScrollConfig or null`

                        `scroll`'s config overrides.

                        - `defer_loading: optional boolean or null`

                          Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                        - `enabled: optional boolean or null`

                          Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                      - `triple_click: optional BetaComputerTripleClickConfig or null`

                        `triple_click`'s config overrides.

                        - `defer_loading: optional boolean or null`

                          Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                        - `enabled: optional boolean or null`

                          Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                      - `wait: optional BetaComputerWaitConfig or null`

                        `wait`'s config overrides.

                        - `defer_loading: optional boolean or null`

                          Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                        - `enabled: optional boolean or null`

                          Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                      - `zoom: optional BetaComputerZoomConfig or null`

                        `zoom`'s config overrides.

                        - `defer_loading: optional boolean or null`

                          Defer loading for this member. Must resolve to the same value on every enabled member of the toolset.

                        - `enabled: optional boolean or null`

                          Whether this member is offered to the model. Default is per member, per the toolset's documentation. A member whose enabled resolves false is withheld from the served schema.

                  - `BetaToolTextEditor20250124 object`

                    - `type: "text_editor_20250124"`

                    - `name: "str_replace_editor"`

                      Name of the tool.

                      This is how the tool will be called by the model and in `tool_use` blocks.

                    - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                      - `"direct"`

                      - `"code_execution_20250825"`

                      - `"code_execution_20260120"`

                      - `"code_execution_20260521"`

                    - `cache_control: optional BetaCacheControlEphemeral or null`

                      Create a cache control breakpoint at this content block.

                    - `defer_loading: optional boolean`

                      If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                    - `input_examples: optional array of map[unknown]`

                    - `strict: optional boolean`

                      When true, guarantees schema validation on tool names and inputs

                  - `BetaToolTextEditor20250429 object`

                    - `type: "text_editor_20250429"`

                    - `name: "str_replace_based_edit_tool"`

                      Name of the tool.

                      This is how the tool will be called by the model and in `tool_use` blocks.

                    - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                      - `"direct"`

                      - `"code_execution_20250825"`

                      - `"code_execution_20260120"`

                      - `"code_execution_20260521"`

                    - `cache_control: optional BetaCacheControlEphemeral or null`

                      Create a cache control breakpoint at this content block.

                    - `defer_loading: optional boolean`

                      If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                    - `input_examples: optional array of map[unknown]`

                    - `strict: optional boolean`

                      When true, guarantees schema validation on tool names and inputs

                  - `BetaToolTextEditor20250728 object`

                    - `type: "text_editor_20250728"`

                    - `name: "str_replace_based_edit_tool"`

                      Name of the tool.

                      This is how the tool will be called by the model and in `tool_use` blocks.

                    - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                      - `"direct"`

                      - `"code_execution_20250825"`

                      - `"code_execution_20260120"`

                      - `"code_execution_20260521"`

                    - `cache_control: optional BetaCacheControlEphemeral or null`

                      Create a cache control breakpoint at this content block.

                    - `defer_loading: optional boolean`

                      If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                    - `input_examples: optional array of map[unknown]`

                    - `max_characters: optional number or null`

                      Maximum number of characters to display when viewing a file. If not specified, defaults to displaying the full file.

                      minimum: 1

                    - `strict: optional boolean`

                      When true, guarantees schema validation on tool names and inputs

                  - `BetaWebSearchTool20250305 object`

                    - `type: "web_search_20250305"`

                    - `name: "web_search"`

                      Name of the tool.

                      This is how the tool will be called by the model and in `tool_use` blocks.

                    - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                      - `"direct"`

                      - `"code_execution_20250825"`

                      - `"code_execution_20260120"`

                      - `"code_execution_20260521"`

                    - `allowed_domains: optional array of string or null`

                      If provided, only these domains will be included in results. Cannot be used alongside `blocked_domains`.

                    - `blocked_domains: optional array of string or null`

                      If provided, these domains will never appear in results. Cannot be used alongside `allowed_domains`.

                    - `cache_control: optional BetaCacheControlEphemeral or null`

                      Create a cache control breakpoint at this content block.

                    - `defer_loading: optional boolean`

                      If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                    - `max_uses: optional number or null`

                      Maximum number of times the tool can be used in the API request.

                      minimum: 1

                    - `strict: optional boolean`

                      When true, guarantees schema validation on tool names and inputs

                    - `user_location: optional BetaUserLocation or null`

                      Parameters for the user's location. Used to provide more relevant search results.

                      - `type: "approximate"`

                      - `city: optional string or null`

                        The city of the user.

                        minLength: 1, maxLength: 255

                      - `country: optional string or null`

                        The two letter [ISO country code](https://en.wikipedia.org/wiki/ISO_3166-1_alpha-2) of the user.

                        minLength: 2, maxLength: 2

                      - `region: optional string or null`

                        The region of the user.

                        minLength: 1, maxLength: 255

                      - `timezone: optional string or null`

                        The [IANA timezone](https://nodatime.org/TimeZones) of the user.

                        minLength: 1, maxLength: 255

                  - `BetaWebFetchTool20250910 object`

                    - `type: "web_fetch_20250910"`

                    - `name: "web_fetch"`

                      Name of the tool.

                      This is how the tool will be called by the model and in `tool_use` blocks.

                    - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                      - `"direct"`

                      - `"code_execution_20250825"`

                      - `"code_execution_20260120"`

                      - `"code_execution_20260521"`

                    - `allowed_domains: optional array of string or null`

                      List of domains to allow fetching from

                    - `blocked_domains: optional array of string or null`

                      List of domains to block fetching from

                    - `cache_control: optional BetaCacheControlEphemeral or null`

                      Create a cache control breakpoint at this content block.

                    - `citations: optional BetaCitationsConfigParam or null`

                      Citations configuration for fetched documents. Citations are disabled by default.

                      - `enabled: optional boolean`

                    - `defer_loading: optional boolean`

                      If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                    - `max_content_tokens: optional number or null`

                      Maximum number of tokens used by including web page text content in the context. The limit is approximate and does not apply to binary content such as PDFs.

                      minimum: 1

                    - `max_uses: optional number or null`

                      Maximum number of times the tool can be used in the API request.

                      minimum: 1

                    - `strict: optional boolean`

                      When true, guarantees schema validation on tool names and inputs

                    - `url_sources: optional BetaWebFetchURLSources or null`

                      Which sources contribute to the set of URLs the tool may fetch. Omitted means every source.

                      - `client_tool_results: optional BetaWebFetchURLSourceAll or BetaWebFetchURLSourceNone or BetaWebFetchURLSourceOnly or BetaWebFetchURLSourceExcept`

                        Which client tools' results contribute fetchable URLs: "all", "none", or an only or except list of client tool names from tools[].

                        - `BetaWebFetchURLSourceAll object`

                          The `url_sources` variant under which a source contributes in
                          full: every result of the tool filter's source, or all user input.

                          - `type: "all"`

                        - `BetaWebFetchURLSourceNone object`

                          The `url_sources` variant under which a source contributes nothing:
                          no result of the tool filter's source, or no user input.

                          - `type: "none"`

                        - `BetaWebFetchURLSourceOnly object`

                          The tool filter variant under which only the named tools' results
                          contribute.

                          - `type: "only"`

                          - `tools: array of BetaWebFetchURLSourceToolReference`

                            - `type: "tool_reference"`

                            - `name: string`

                        - `BetaWebFetchURLSourceExcept object`

                          The tool filter variant under which every result but the named
                          tools' contributes.

                          - `type: "except"`

                          - `tools: array of BetaWebFetchURLSourceToolReference`

                            - `type: "tool_reference"`

                            - `name: string`

                      - `server_tool_results: optional BetaWebFetchURLSourceAll or BetaWebFetchURLSourceNone or BetaWebFetchURLSourceOnly or BetaWebFetchURLSourceExcept`

                        Which server tools' results contribute fetchable URLs: "all", "none", or an only or except list of server tool names from tools[]; only web_search and web_fetch results ever contribute.

                        - `BetaWebFetchURLSourceAll object`

                          The `url_sources` variant under which a source contributes in
                          full: every result of the tool filter's source, or all user input.

                        - `BetaWebFetchURLSourceNone object`

                          The `url_sources` variant under which a source contributes nothing:
                          no result of the tool filter's source, or no user input.

                        - `BetaWebFetchURLSourceOnly object`

                          The tool filter variant under which only the named tools' results
                          contribute.

                        - `BetaWebFetchURLSourceExcept object`

                          The tool filter variant under which every result but the named
                          tools' contributes.

                      - `user_input: optional BetaWebFetchURLSourceAll or BetaWebFetchURLSourceNone`

                        Whether URLs in user messages are fetchable: "all" or "none".

                        - `BetaWebFetchURLSourceAll object`

                          The `url_sources` variant under which a source contributes in
                          full: every result of the tool filter's source, or all user input.

                        - `BetaWebFetchURLSourceNone object`

                          The `url_sources` variant under which a source contributes nothing:
                          no result of the tool filter's source, or no user input.

                  - `BetaWebSearchTool20260209 object`

                    - `type: "web_search_20260209"`

                    - `name: "web_search"`

                      Name of the tool.

                      This is how the tool will be called by the model and in `tool_use` blocks.

                    - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                      - `"direct"`

                      - `"code_execution_20250825"`

                      - `"code_execution_20260120"`

                      - `"code_execution_20260521"`

                    - `allowed_domains: optional array of string or null`

                      If provided, only these domains will be included in results. Cannot be used alongside `blocked_domains`.

                    - `blocked_domains: optional array of string or null`

                      If provided, these domains will never appear in results. Cannot be used alongside `allowed_domains`.

                    - `cache_control: optional BetaCacheControlEphemeral or null`

                      Create a cache control breakpoint at this content block.

                    - `defer_loading: optional boolean`

                      If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                    - `max_uses: optional number or null`

                      Maximum number of times the tool can be used in the API request.

                      minimum: 1

                    - `strict: optional boolean`

                      When true, guarantees schema validation on tool names and inputs

                    - `user_location: optional BetaUserLocation or null`

                      Parameters for the user's location. Used to provide more relevant search results.

                  - `BetaWebFetchTool20260209 object`

                    - `type: "web_fetch_20260209"`

                    - `name: "web_fetch"`

                      Name of the tool.

                      This is how the tool will be called by the model and in `tool_use` blocks.

                    - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                      - `"direct"`

                      - `"code_execution_20250825"`

                      - `"code_execution_20260120"`

                      - `"code_execution_20260521"`

                    - `allowed_domains: optional array of string or null`

                      List of domains to allow fetching from

                    - `blocked_domains: optional array of string or null`

                      List of domains to block fetching from

                    - `cache_control: optional BetaCacheControlEphemeral or null`

                      Create a cache control breakpoint at this content block.

                    - `citations: optional BetaCitationsConfigParam or null`

                      Citations configuration for fetched documents. Citations are disabled by default.

                    - `defer_loading: optional boolean`

                      If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                    - `max_content_tokens: optional number or null`

                      Maximum number of tokens used by including web page text content in the context. The limit is approximate and does not apply to binary content such as PDFs.

                      minimum: 1

                    - `max_uses: optional number or null`

                      Maximum number of times the tool can be used in the API request.

                      minimum: 1

                    - `strict: optional boolean`

                      When true, guarantees schema validation on tool names and inputs

                    - `url_sources: optional BetaWebFetchURLSources or null`

                      Which sources contribute to the set of URLs the tool may fetch. Omitted means every source.

                  - `BetaWebFetchTool20260309 object`

                    Web fetch tool with use_cache parameter for bypassing cached content.

                    - `type: "web_fetch_20260309"`

                    - `name: "web_fetch"`

                      Name of the tool.

                      This is how the tool will be called by the model and in `tool_use` blocks.

                    - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                      - `"direct"`

                      - `"code_execution_20250825"`

                      - `"code_execution_20260120"`

                      - `"code_execution_20260521"`

                    - `allowed_domains: optional array of string or null`

                      List of domains to allow fetching from

                    - `blocked_domains: optional array of string or null`

                      List of domains to block fetching from

                    - `cache_control: optional BetaCacheControlEphemeral or null`

                      Create a cache control breakpoint at this content block.

                    - `citations: optional BetaCitationsConfigParam or null`

                      Citations configuration for fetched documents. Citations are disabled by default.

                    - `defer_loading: optional boolean`

                      If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                    - `max_content_tokens: optional number or null`

                      Maximum number of tokens used by including web page text content in the context. The limit is approximate and does not apply to binary content such as PDFs.

                      minimum: 1

                    - `max_uses: optional number or null`

                      Maximum number of times the tool can be used in the API request.

                      minimum: 1

                    - `strict: optional boolean`

                      When true, guarantees schema validation on tool names and inputs

                    - `url_sources: optional BetaWebFetchURLSources or null`

                      Which sources contribute to the set of URLs the tool may fetch. Omitted means every source.

                    - `use_cache: optional boolean`

                      Whether to use cached content. Set to false to bypass the cache and fetch fresh content. Only set to false when the user explicitly requests fresh content or when fetching rapidly-changing sources.

                  - `BetaWebSearchTool20260318 object`

                    - `type: "web_search_20260318"`

                    - `name: "web_search"`

                      Name of the tool.

                      This is how the tool will be called by the model and in `tool_use` blocks.

                    - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                      - `"direct"`

                      - `"code_execution_20250825"`

                      - `"code_execution_20260120"`

                      - `"code_execution_20260521"`

                    - `allowed_domains: optional array of string or null`

                      If provided, only these domains will be included in results. Cannot be used alongside `blocked_domains`.

                    - `blocked_domains: optional array of string or null`

                      If provided, these domains will never appear in results. Cannot be used alongside `allowed_domains`.

                    - `cache_control: optional BetaCacheControlEphemeral or null`

                      Create a cache control breakpoint at this content block.

                    - `defer_loading: optional boolean`

                      If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                    - `max_uses: optional number or null`

                      Maximum number of times the tool can be used in the API request.

                      minimum: 1

                    - `response_inclusion: optional "full" or "excluded"`

                      How this tool's result blocks appear in the API response when the result was consumed by a completed code_execution call in the same turn. 'full' returns the complete content (default). 'excluded' drops the nested server_tool_use and result block pair entirely. Results from direct calls, or from code_execution calls that paused before completing, are always returned in full so they can be sent back on the next turn.

                      - `"full"`

                      - `"excluded"`

                    - `strict: optional boolean`

                      When true, guarantees schema validation on tool names and inputs

                    - `user_location: optional BetaUserLocation or null`

                      Parameters for the user's location. Used to provide more relevant search results.

                  - `BetaWebFetchTool20260318 object`

                    - `type: "web_fetch_20260318"`

                    - `name: "web_fetch"`

                      Name of the tool.

                      This is how the tool will be called by the model and in `tool_use` blocks.

                    - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                      - `"direct"`

                      - `"code_execution_20250825"`

                      - `"code_execution_20260120"`

                      - `"code_execution_20260521"`

                    - `allowed_domains: optional array of string or null`

                      List of domains to allow fetching from

                    - `blocked_domains: optional array of string or null`

                      List of domains to block fetching from

                    - `cache_control: optional BetaCacheControlEphemeral or null`

                      Create a cache control breakpoint at this content block.

                    - `citations: optional BetaCitationsConfigParam or null`

                      Citations configuration for fetched documents. Citations are disabled by default.

                    - `defer_loading: optional boolean`

                      If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                    - `max_content_tokens: optional number or null`

                      Maximum number of tokens used by including web page text content in the context. The limit is approximate and does not apply to binary content such as PDFs.

                      minimum: 1

                    - `max_uses: optional number or null`

                      Maximum number of times the tool can be used in the API request.

                      minimum: 1

                    - `response_inclusion: optional "full" or "excluded"`

                      How this tool's result blocks appear in the API response when the result was consumed by a completed code_execution call in the same turn. 'full' returns the complete content (default). 'excluded' drops the nested server_tool_use and result block pair entirely. Results from direct calls, or from code_execution calls that paused before completing, are always returned in full so they can be sent back on the next turn.

                      - `"full"`

                      - `"excluded"`

                    - `strict: optional boolean`

                      When true, guarantees schema validation on tool names and inputs

                    - `url_sources: optional BetaWebFetchURLSources or null`

                      Which sources contribute to the set of URLs the tool may fetch. Omitted means every source.

                    - `use_cache: optional boolean`

                      Whether to use cached content. Set to false to bypass the cache and fetch fresh content. Only set to false when the user explicitly requests fresh content or when fetching rapidly-changing sources.

                  - `BetaAdvisorTool20260301 object`

                    - `type: "advisor_20260301"`

                    - `model: Model`

                      The model that will complete your prompt.

                      See [models](https://docs.anthropic.com/en/docs/models-overview) for additional details and options.

                      - `"claude-haiku-5-5"`

                        Fastest model for high-volume, real-time tasks

                      - `"claude-sonnet-5-5"`

                        Efficient model for coding and agents

                      - `"claude-fable-5-1"`

                        Frontier intelligence for ambitious tasks across coding, scientific discovery, and enterprise workflows

                      - `"claude-opus-5-5"`

                        Powerful intelligence for coding, knowledge work, and long-running agents

                      - `"claude-mythos-5-1"`

                        Our most capable model for cybersecurity and biology research, available through trusted access programs

                      - `"claude-sonnet-5"`

                        Efficient model for coding and agents

                      - `"claude-fable-5"`

                        Next generation of intelligence for the hardest knowledge work and coding problems

                      - `"claude-mythos-5"`

                        Most capable model for cybersecurity and biology research

                      - `"claude-opus-5"`

                        Powerful intelligence for long-running agents and coding

                      - `"claude-opus-4-8"`

                        Powerful intelligence for long-running agents and coding

                      - `"claude-opus-4-7"`

                        Powerful intelligence for long-running agents and coding

                      - `"claude-opus-4-6"`

                        Powerful intelligence for long-running agents and coding

                      - `"claude-sonnet-4-6"`

                        Best combination of speed and intelligence

                      - `"claude-haiku-4-5"`

                      - `"claude-haiku-4-5-20251001"`

                      - `"claude-opus-4-5"`

                        Powerful intelligence for long-running agents and coding

                      - `"claude-opus-4-5-20251101"`

                        Powerful intelligence for long-running agents and coding

                      - `"claude-mythos-preview"`

                        **Deprecated**: Will reach end-of-life on June 30, 2026. Please migrate to claude-mythos-5. Visit https://docs.anthropic.com/en/docs/resources/model-deprecations for more information.

                        New class of intelligence, strongest in coding and cybersecurity

                      - `"claude-sonnet-4-5"`

                        **Deprecated**: Will reach end-of-life on November 30, 2026. Please migrate to claude-sonnet-5-5. Visit https://docs.anthropic.com/en/docs/resources/model-deprecations for more information.

                        High-performance model for agents and coding

                      - `"claude-sonnet-4-5-20250929"`

                        **Deprecated**: Will reach end-of-life on November 30, 2026. Please migrate to claude-sonnet-5-5. Visit https://docs.anthropic.com/en/docs/resources/model-deprecations for more information.

                        High-performance model for agents and coding

                      - `string`

                    - `name: "advisor"`

                      Name of the tool.

                      This is how the tool will be called by the model and in `tool_use` blocks.

                    - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                      - `"direct"`

                      - `"code_execution_20250825"`

                      - `"code_execution_20260120"`

                      - `"code_execution_20260521"`

                    - `cache_control: optional BetaCacheControlEphemeral or null`

                      Create a cache control breakpoint at this content block.

                    - `caching: optional BetaCacheControlEphemeral or null`

                      Caching for the advisor's own prompt. When set, each advisor call writes a cache entry at the given TTL so subsequent calls in the same conversation read the stable prefix. When omitted, the advisor prompt is not cached.

                    - `defer_loading: optional boolean`

                      If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                    - `max_tokens: optional number or null`

                      Bounds the advisor's total output (thinking + text) per call. When the advisor hits this cap, the returned advisor_result or advisor_redacted_result block carries stop_reason='max_tokens', and a truncation note is appended to the advice text the worker model sees (inside the encrypted blob in redacted mode). When set, the server also emits a remaining-tokens budget block in the advisor's prompt so the advisor self-shapes toward the cap. When omitted, the advisor model's default output cap applies and no budget block is emitted.

                      minimum: 1024

                    - `max_uses: optional number or null`

                      Maximum number of times the tool can be used in the API request.

                      minimum: 1

                    - `strict: optional boolean`

                      When true, guarantees schema validation on tool names and inputs

                  - `BetaToolSearchToolBm25_20251119 object`

                    - `type: "tool_search_tool_bm25_20251119" or "tool_search_tool_bm25"`

                      - `"tool_search_tool_bm25_20251119"`

                      - `"tool_search_tool_bm25"`

                    - `name: "tool_search_tool_bm25"`

                      Name of the tool.

                      This is how the tool will be called by the model and in `tool_use` blocks.

                    - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                      - `"direct"`

                      - `"code_execution_20250825"`

                      - `"code_execution_20260120"`

                      - `"code_execution_20260521"`

                    - `cache_control: optional BetaCacheControlEphemeral or null`

                      Create a cache control breakpoint at this content block.

                    - `defer_loading: optional boolean`

                      If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                    - `strict: optional boolean`

                      When true, guarantees schema validation on tool names and inputs

                  - `BetaToolSearchToolRegex20251119 object`

                    - `type: "tool_search_tool_regex_20251119" or "tool_search_tool_regex"`

                      - `"tool_search_tool_regex_20251119"`

                      - `"tool_search_tool_regex"`

                    - `name: "tool_search_tool_regex"`

                      Name of the tool.

                      This is how the tool will be called by the model and in `tool_use` blocks.

                    - `allowed_callers: optional array of "direct" or "code_execution_20250825" or "code_execution_20260120" or "code_execution_20260521"`

                      - `"direct"`

                      - `"code_execution_20250825"`

                      - `"code_execution_20260120"`

                      - `"code_execution_20260521"`

                    - `cache_control: optional BetaCacheControlEphemeral or null`

                      Create a cache control breakpoint at this content block.

                    - `defer_loading: optional boolean`

                      If true, tool will not be included in initial system prompt. Only loaded when returned via tool_reference from tool search.

                    - `strict: optional boolean`

                      When true, guarantees schema validation on tool names and inputs

                  - `BetaMCPToolset object`

                    Configuration for a group of tools from an MCP server.

                    Allows configuring enabled status and defer_loading for all tools
                    from an MCP server, with optional per-tool overrides.

                    - `type: "mcp_toolset"`

                    - `mcp_server_name: string`

                      Name of the MCP server to configure tools for

                      minLength: 1, maxLength: 255

                    - `cache_control: optional BetaCacheControlEphemeral or null`

                      Create a cache control breakpoint at this content block.

                    - `configs: optional map[BetaMCPToolConfig] or null`

                      Configuration overrides for specific tools, keyed by tool name

                      - `defer_loading: optional boolean`

                      - `enabled: optional boolean`

                    - `default_config: optional BetaMCPToolDefaultConfig`

                      Default configuration applied to all tools from this server

                      - `defer_loading: optional boolean`

                      - `enabled: optional boolean`

                    - `tools: optional array of BetaMCPToolParam or null`

                      The server's tool listing, pinned: when present, the server is not asked for its tools before sampling and exactly these entries, with `default_config` and `configs` applied, are the toolset's tools. Copy it from the `mcp_tool_listing` block of an earlier response.

                      - `input_schema: map[unknown]`

                        The tool's input schema as the MCP server lists it, verbatim.

                      - `name: string`

                        The tool's name as the MCP server lists it (not prefixed with the server name).

                        minLength: 1

                      - `description: optional string or null`

                        The tool's description as the MCP server lists it.

          - `BetaResponseToolRemovalBlock object`

            An entry of a `compaction` block's `tool_changes`: a tool of the
            request's `tools` (or an MCP tool or toolset) that the compacted range
            withdrew. Send it back unchanged.

            - `type: "tool_removal"`

              default: tool_removal

            - `tool: BetaResponseToolChangeToolReference or BetaResponseToolChangeMCPToolReference or BetaResponseToolChangeMCPToolsetReference`

              A reference to the withdrawn `tools` entry, MCP tool or MCP toolset.

              - `BetaResponseToolChangeToolReference object`

                Reference to a single tool, by the name the model uses to call it, as
                a `compaction` block's `tool_changes` entry reports it: a tool
                declared in `tools` or defined by an earlier `tool_addition` block.
                Send it back unchanged with the block.

              - `BetaResponseToolChangeMCPToolReference object`

                Reference to a single MCP tool, by its server and its name on that
                server, as a `compaction` block's `tool_changes` entry reports it.
                Send it back unchanged with the block.

              - `BetaResponseToolChangeMCPToolsetReference object`

                Reference to every tool in the named MCP server's toolset, as a
                `compaction` block's `tool_changes` entry reports it. Send it back
                unchanged with the block.

      - `BetaFallbackBlock object`

        Marks the point in `content` where one model's output gives way to the next.

        One block appears per hop where a preceding model actually ran this turn and
        declined. A turn where no preceding model ran and declined has no such
        boundary and carries no block — the signal for whether a fallback model
        served the response is the presence of a `fallback_message` entry in
        `usage.iterations`, not this block.

        The block is treated like a server-tool content block for streaming: it
        arrives via the standard `content_block_start` / `content_block_stop`
        pair and carries no deltas.

        - `type: "fallback"`

          default: fallback

        - `from: BetaFallbackInfo`

          The model whose output ends at this point — the model that declined at this hop. When the declining hop is the requested model, its `model` echoes the top-level `model` string the caller sent (alias or canonical); when the declining hop is a fallback model, its `model` is that model's canonical id.

          - `model: Model`

            The model that will complete your prompt.

            See [models](https://docs.anthropic.com/en/docs/models-overview) for additional details and options.

        - `to: BetaFallbackInfo`

          The fallback model producing the content that follows this block. Its `model` is always the canonical id.

        - `trigger: BetaFallbackRefusalTrigger`

          What caused the `from` model to hand over at this hop.

          - `type: "refusal"`

            default: refusal

          - `category: "cyber" or "bio" or "frontier_llm" or 2 more or null`

            The policy category that triggered the `from` model's refusal at this hop. `null` when the refusal doesn't map to a named category. Same vocabulary as `stop_details.category`.

            - `"cyber"`

              The request could enable cyber harm, such as malware or exploit development. Benign cybersecurity work can also trigger this category.

            - `"bio"`

              The request could enable biological harm, such as dangerous lab methods. Beneficial life sciences work can also trigger this category.

            - `"frontier_llm"`

              The request could assist the development of competing AI models, which is restricted under [Anthropic's commercial terms](https://www.anthropic.com/legal/commercial-terms). Benign machine learning work can also trigger this category.

            - `"reasoning_extraction"`

              The request asks the model to reproduce its internal reasoning in the response text. To get reasoning in a structured form instead, use [adaptive thinking](https://platform.claude.com/docs/en/build-with-claude/adaptive-thinking?sdk_languages=http).

            - `"general_harms"`

              The request could be related to an area that was determined as harmful. Benign work might sometimes trigger this category.

      - `BetaMCPToolListingBlock object`

        The tool listing the server fetched from an MCP server while producing
        this response. Send the assistant message back unchanged, this block
        included, so later requests use this listing instead of asking the MCP
        server again.

        - `type: "mcp_tool_listing"`

          default: mcp_tool_listing

        - `mcp_server_name: string`

        - `tools: array of BetaMCPTool`

          - `input_schema: map[unknown]`

          - `name: string`

          - `description: optional string`

    - `context_management: BetaContextManagementResponse or null`

      Context management response.

      Information about context management strategies applied during the request.

      - `applied_edits: array of BetaClearToolUses20250919EditResponse or BetaClearThinking20251015EditResponse`

        List of context management edits that were applied.

        - `BetaClearToolUses20250919EditResponse object`

          - `type: "clear_tool_uses_20250919"`

            The type of context management edit applied.

            default: clear_tool_uses_20250919

          - `cleared_input_tokens: number`

            Number of input tokens cleared by this edit.

            minimum: 0

          - `cleared_tool_uses: number`

            Number of tool uses that were cleared.

            minimum: 0

        - `BetaClearThinking20251015EditResponse object`

          - `type: "clear_thinking_20251015"`

            The type of context management edit applied.

            default: clear_thinking_20251015

          - `cleared_input_tokens: number`

            Number of input tokens cleared by this edit.

            minimum: 0

          - `cleared_thinking_turns: number`

            Number of thinking turns that were cleared.

            minimum: 0

    - `diagnostics: BetaDiagnostics or null`

      Request-level diagnostics. `null` when the request did not supply `diagnostics`, or when it did and no prompt-cache divergence was detected.

      - `cache_miss_reason: BetaCacheMissReason or null`

        Explains why the prompt cache could not fully reuse the prefix from the request identified by `diagnostics.previous_message_id`. `null` means diagnosis is still pending — the response was serialized before the background comparison completed.

        - `BetaCacheMissModelChanged object`

          - `type: "model_changed"`

            default: model_changed

          - `cache_missed_input_tokens: number`

            Approximate number of input tokens that would have been read from cache had the prefix matched the previous request.

        - `BetaCacheMissSystemChanged object`

          - `type: "system_changed"`

            default: system_changed

          - `cache_missed_input_tokens: number`

            Approximate number of input tokens that would have been read from cache had the prefix matched the previous request.

        - `BetaCacheMissToolsChanged object`

          - `type: "tools_changed"`

            default: tools_changed

          - `cache_missed_input_tokens: number`

            Approximate number of input tokens that would have been read from cache had the prefix matched the previous request.

        - `BetaCacheMissMessagesChanged object`

          - `type: "messages_changed"`

            default: messages_changed

          - `cache_missed_input_tokens: number`

            Approximate number of input tokens that would have been read from cache had the prefix matched the previous request.

        - `BetaCacheMissPreviousMessageNotFound object`

          - `type: "previous_message_not_found"`

            default: previous_message_not_found

        - `BetaCacheMissUnavailable object`

          - `type: "unavailable"`

            default: unavailable

    - `model: Model`

      The model that will complete your prompt.

      See [models](https://docs.anthropic.com/en/docs/models-overview) for additional details and options.

    - `role: "assistant"`

      Conversational role of the generated message.

      This will always be `"assistant"`.

      default: assistant

    - `stop_details: BetaRefusalStopDetails or null`

      Structured information about why model output stopped.

      This is `null` when the `stop_reason` has no additional detail to report.

      - `type: "refusal"`

        default: refusal

      - `category: "cyber" or "bio" or "frontier_llm" or 2 more or null`

        The policy category that triggered the refusal.

        `null` when the refusal doesn't map to a named category.

        - `"cyber"`

          The request could enable cyber harm, such as malware or exploit development. Benign cybersecurity work can also trigger this category.

        - `"bio"`

          The request could enable biological harm, such as dangerous lab methods. Beneficial life sciences work can also trigger this category.

        - `"frontier_llm"`

          The request could assist the development of competing AI models, which is restricted under [Anthropic's commercial terms](https://www.anthropic.com/legal/commercial-terms). Benign machine learning work can also trigger this category.

        - `"reasoning_extraction"`

          The request asks the model to reproduce its internal reasoning in the response text. To get reasoning in a structured form instead, use [adaptive thinking](https://platform.claude.com/docs/en/build-with-claude/adaptive-thinking?sdk_languages=http).

        - `"general_harms"`

          The request could be related to an area that was determined as harmful. Benign work might sometimes trigger this category.

      - `explanation: string or null`

        Human-readable explanation of the refusal.

        This text is not guaranteed to be stable. `null` when no explanation is available for the category.

      - `fallback_credit_token: string or null`

        Opaque code that refunds the cache-miss cost when retrying this refused
        request on the fallback model. Pass it as `fallback_credit_token` on the
        retry request. Expires 5 minutes after the refusal.

        The retry is sent either with the same request body (`system`, `messages`,
        `tools`, and other render-shaping fields), or with the same body plus one
        appended `assistant` message whose content is the partial text (with any
        trailing whitespace stripped from the final text block) and paired
        server-tool blocks from this refusal — which also authorizes that
        appended turn as an assistant-prefill continuation on models that otherwise
        disallow prefill. A token minted mid-server-tool-loop whose partial content
        was continuable may only be redeemed the second way — if a same-body retry
        is rejected with a 400 saying the token must be redeemed by continuing the
        partial response, retry the second way instead. Either way: same workspace,
        same platform; a mismatch is a 400. Resending a token for an already-warm
        prefix is permitted but yields no additional credit.

        `null` when the refused model isn't eligible for a fallback credit.

      - `fallback_has_prefill_claim: boolean or null`

        Whether the accompanying `fallback_credit_token` may be redeemed with the
        appended-assistant retry form. Only set when `fallback_credit_token` is
        present.

        `true`: retry by resending the same request body plus one appended
        `assistant` message whose content is this response's `content` with any
        trailing whitespace stripped from the final text block and unpaired
        `tool_use` blocks omitted (the same appended-turn shape described on
        `fallback_credit_token`), with the token attached. `false`: retry by
        resending the original request body unchanged, with the token attached —
        the appended-assistant form is not available for this refusal (no
        continuable partial content, or the request uses `output_format` or a
        `tool_choice` that forces tool use). One exception: when the request used
        `output_format` or a forced `tool_choice` and the refusal arrived after
        server tools (including MCP connector tools) had already executed, the
        token may not be redeemable by either retry form; if the exact-body retry
        is then rejected with a 400 saying the token must be redeemed by
        continuing the partial response, discard the token and retry without it.

        Advisory: if an appended-assistant retry is rejected with a 400 despite
        `true`, fall back to resending the original request body with the token.

      - `recommended_model: string or null`

        The server's suggested retry target for this refusal. Populated when a fallback attempt could not be made (the fallback model's rate limit was exhausted, or it was overloaded); names the fallback model the caller can retry directly. Null otherwise.

    - `stop_reason: BetaStopReason or null`

      The reason that we stopped.

      This may be one the following values:

      * `"end_turn"`: the model reached a natural stopping point
      * `"max_tokens"`: we exceeded the requested `max_tokens` or the model's maximum
      * `"stop_sequence"`: one of your provided custom `stop_sequences` was generated
      * `"tool_use"`: the model invoked one or more tools
      * `"pause_turn"`: we paused a long-running turn. You may provide the response back as-is in a subsequent request to let the model continue.
      * `"refusal"`: when streaming classifiers intervene to handle potential policy violations
      * `"model_context_window_exceeded"`: we exceeded the model's context window

      In non-streaming mode this value is always non-null. In streaming mode, it is null in the `message_start` event and non-null otherwise.

      - `"end_turn"`

      - `"max_tokens"`

      - `"stop_sequence"`

      - `"tool_use"`

      - `"pause_turn"`

      - `"compaction"`

      - `"refusal"`

      - `"model_context_window_exceeded"`

    - `stop_sequence: string or null`

      Which custom stop sequence was generated, if any.

      This value will be a non-null string if one of your custom stop sequences was generated.

    - `usage: BetaUsage`

      Billing and rate-limit usage.

      Anthropic's API bills and rate-limits by token counts, as tokens represent the underlying cost to our systems.

      Under the hood, the API transforms requests into a format suitable for the model. The model's output then goes through a parsing stage before becoming an API response. As a result, the token counts in `usage` will not match one-to-one with the exact visible content of an API request or response.

      For example, `output_tokens` will be non-zero, even for an empty string response from Claude.

      Total input tokens in a request is the summation of `input_tokens`, `cache_creation_input_tokens`, and `cache_read_input_tokens`.

      - `cache_creation: BetaCacheCreation or null`

        Breakdown of cached tokens by TTL

        - `ephemeral_1h_input_tokens: number`

          The number of input tokens used to create the 1 hour cache entry.

          default: 0, minimum: 0

        - `ephemeral_5m_input_tokens: number`

          The number of input tokens used to create the 5 minute cache entry.

          default: 0, minimum: 0

      - `cache_creation_input_tokens: number or null`

        The number of input tokens used to create the cache entry.

        minimum: 0

      - `cache_read_input_tokens: number or null`

        The number of input tokens read from the cache.

        minimum: 0

      - `fallback_credit: BetaFallbackCreditUsage or null`

        Outcome of the `fallback_credit_token` presented on this request.

        Present on every response to a non-batch request that carried a
        `fallback_credit_token`, in either redemption mode; absent otherwise (batch
        items accept and ignore the token and carry no outcome object).

        - `status: BetaFallbackCreditRedeemed or BetaFallbackCreditNotApplied`

          Whether the fallback-credit reprice was applied to this response's billing.

          A union discriminated on `type`. `redeemed`: the retry is billed as if
          the conversation had been on the retry model all along — including when the
          resulting shift is zero because there was nothing to move. `not_applied`:
          no reprice was applied; the arm's `reason` says why.

          - `BetaFallbackCreditRedeemed object`

            The reprice was applied: the retry is billed as if the conversation
            had been on the retry model all along.

            - `type: "redeemed"`

              default: redeemed

          - `BetaFallbackCreditNotApplied object`

            No reprice was applied; `reason` says why.

            - `type: "not_applied"`

              default: not_applied

            - `reason: "body_mismatch" or "continuation_excluded" or "continuation_only" or 9 more`

              Why the reprice was not applied.

              A closed enum; additions to the redemption-check vocabulary arrive as
              deliberate schema updates.

              - `"body_mismatch"`

              - `"continuation_excluded"`

              - `"continuation_only"`

              - `"expired"`

              - `"invalid_target_model"`

              - `"not_enabled"`

              - `"reprice_unavailable"`

              - `"temporarily_unavailable"`

              - `"variant_fields_present"`

              - `"wrong_organization"`

              - `"wrong_platform"`

              - `"wrong_workspace"`

            - `remove_to_redeem: optional array of string or null`

              Request fields to remove before retrying, so the retry can redeem this
              token.

              Present exactly when `reason` is `variant_fields_present` — never null,
              never an empty array; absent otherwise. Fields are named only from your own request, and only after
              the sealed variant hash matched. A served best-effort retry has already
              been billed at normal price; nothing redeems retroactively, but a corrected
              re-send inside the token's five-minute window can still redeem.

      - `inference_geo: string or null`

        The geographic region where inference was performed for this request.

      - `input_tokens: number`

        The number of input tokens which were used.

        minimum: 0

      - `iterations: BetaIterationsUsage or null`

        Per-iteration token usage breakdown.

        Each entry represents one sampling iteration, with its own input/output token counts and cache statistics, discriminated by `type`. For `message` entries (model sampling iterations, such as the turns of a server-side tool use loop), this allows you to:

        - Calculate the context window size from the last `message` entry
        - Understand token accumulation across server-side tool use loops

        A `compaction` entry reports the token usage of the compaction operation itself — the server-side request that summarizes the context being closed — NOT the size of the context that was compacted away, and its token counts can be much smaller than that closed context (for example, a compaction that closes a ~200k-token context can report only a few thousand tokens). Do not derive the context window size from a `compaction` entry, even when it is the last entry. A `compaction` entry's tokens are not included in the top-level `usage` fields. When an input-token trigger is in effect (the default — 150,000 tokens unless configured otherwise), each `compaction` entry closes a context that had reached at least that threshold, though the context can exceed it by the final iteration's output and tool results.

        - `BetaMessageIterationUsage object`

          Token usage for a sampling iteration.

          - `type: "message"`

            Usage for a sampling iteration

            default: message

          - `cache_creation: BetaCacheCreation or null`

            Breakdown of cached tokens by TTL

          - `cache_creation_input_tokens: number`

            The number of input tokens used to create the cache entry.

            default: 0, minimum: 0

          - `cache_read_input_tokens: number`

            The number of input tokens read from the cache.

            default: 0, minimum: 0

          - `input_tokens: number`

            The number of input tokens which were used.

            minimum: 0

          - `model: Model or null`

            The model that will complete your prompt.

            See [models](https://docs.anthropic.com/en/docs/models-overview) for additional details and options.

          - `output_tokens: number`

            The number of output tokens which were used.

            minimum: 0

        - `BetaCompactionIterationUsage object`

          Token usage for a compaction iteration.

          - `type: "compaction"`

            Usage for a compaction iteration

            default: compaction

          - `cache_creation: BetaCacheCreation or null`

            Breakdown of cached tokens by TTL

          - `cache_creation_input_tokens: number`

            The number of input tokens used to create the cache entry.

            default: 0, minimum: 0

          - `cache_read_input_tokens: number`

            The number of input tokens read from the cache.

            default: 0, minimum: 0

          - `input_tokens: number`

            The number of input tokens which were used.

            minimum: 0

          - `output_tokens: number`

            The number of output tokens which were used.

            minimum: 0

        - `BetaAdvisorMessageIterationUsage object`

          Token usage for an advisor sub-inference iteration.

          - `type: "advisor_message"`

            Usage for an advisor sub-inference iteration

            default: advisor_message

          - `cache_creation: BetaCacheCreation or null`

            Breakdown of cached tokens by TTL

          - `cache_creation_input_tokens: number`

            The number of input tokens used to create the cache entry.

            default: 0, minimum: 0

          - `cache_read_input_tokens: number`

            The number of input tokens read from the cache.

            default: 0, minimum: 0

          - `input_tokens: number`

            The number of input tokens which were used.

            minimum: 0

          - `model: Model`

            The model that will complete your prompt.

            See [models](https://docs.anthropic.com/en/docs/models-overview) for additional details and options.

          - `output_tokens: number`

            The number of output tokens which were used.

            minimum: 0

        - `BetaFallbackMessageIterationUsage object`

          Token usage for the fallback-model attempt of a server-side fallback request.

          The terminal entry of a fallback-served turn: when a fallback hop's
          output is the returned message, the entry for the iteration that
          completed it carries this type in place of `message`. A declined hop
          and the serving hop's earlier tool-loop iterations produce `message`
          entries. Whether a fallback model served the response is signalled by
          the presence of this entry in `usage.iterations`.

          - `type: "fallback_message"`

            Usage for the fallback-model attempt that served the response

            default: fallback_message

          - `cache_creation: BetaCacheCreation or null`

            Breakdown of cached tokens by TTL

          - `cache_creation_input_tokens: number`

            The number of input tokens used to create the cache entry.

            default: 0, minimum: 0

          - `cache_read_input_tokens: number`

            The number of input tokens read from the cache.

            default: 0, minimum: 0

          - `input_tokens: number`

            The number of input tokens which were used.

            minimum: 0

          - `model: Model`

            The model that will complete your prompt.

            See [models](https://docs.anthropic.com/en/docs/models-overview) for additional details and options.

          - `output_tokens: number`

            The number of output tokens which were used.

            minimum: 0

      - `output_tokens: number`

        The number of output tokens which were used.

        minimum: 0

      - `output_tokens_details: BetaOutputTokensDetails or null`

        Breakdown of output tokens by category.

        `output_tokens` remains the inclusive, authoritative total used for billing.
        This object provides a read-only decomposition for observability — for example,
        how many of the billed output tokens were spent on internal reasoning that may
        have been summarized before being returned to you.

        - `thinking_tokens: number`

          Number of output tokens the model generated as internal reasoning, including
          the thinking-block delimiter tokens.

          Reflects the raw reasoning the model produced, not the (possibly shorter)
          summarized thinking text returned in the response body. Computed by
          re-tokenizing the raw reasoning text, so it may differ from the model's exact
          generation count by a small number of tokens. Always ≤ `output_tokens`;
          `output_tokens - thinking_tokens` approximates the non-reasoning output.

          default: 0, minimum: 0

      - `server_tool_use: BetaServerToolUsage or null`

        The number of server tool requests.

        - `web_fetch_requests: number`

          The number of web fetch tool requests.

          default: 0, minimum: 0

        - `web_search_requests: number`

          The number of web search tool requests.

          default: 0, minimum: 0

      - `service_tier: "standard" or "priority" or "batch" or null`

        If the request used the priority, standard, or batch tier.

        - `"standard"`

        - `"priority"`

        - `"batch"`

      - `speed: "standard" or "fast" or null`

        The inference speed mode used for this request.

        - `"standard"`

        - `"fast"`

    - `input_transformations: optional array of BetaInputTransformation or null`

      Changes the API made to the request's input before showing it to the model,
      and blocks that failed a binding check but were left unchanged: one entry per
      block, in request order. Two entry types today. `thinking_dropped` — a
      `thinking`, `redacted_thinking` or `connector_text` block from the request's
      `messages` that was removed from the prompt instead of being shown to the
      model because it failed a binding check. `thinking_mismatch_allowed` — a
      `thinking` or `redacted_thinking` block that failed the conversation check
      (the conversation before it differs from the one it was created in, or it
      carries no record of one on a model that requires it) and was shown to the
      model all the same, because that check is not enforced for this request.
      More entry types may be added over time; ignore types you do not recognize.

      Requires `anthropic-beta: thinking-binding-controls-2026-08-01`. Present on
      every such response from a model that supports extended thinking, as `[]`
      when there is no entry to report; without the beta, blocks are removed or
      left in place all the same but nothing is reported. Removed blocks contribute
      nothing to `usage.input_tokens`; blocks left in place count as sent. When
      streaming, the array is final in `message_start`; the final `message_delta`
      event carries it only when a server-side model fallback happened mid-stream,
      in which case it holds the serving model's entries and replaces the one in
      `message_start`.

      - `BetaThinkingDroppedInputTransformation object`

        - `type: "thinking_dropped"`

          Always `thinking_dropped` for this entry type.

          default: thinking_dropped

        - `path: string`

          Where the removed block was in your request, as `messages.{i}.content.{j}`:
          `i` indexes the `messages` array you sent and `j` that message's `content`
          array — the same form error messages use.

        - `reason: "model_binding_mismatch" or "prefix_binding_mismatch" or "organization_binding_mismatch" or "end_user_binding_mismatch"`

          Which binding check removed the block: `model_binding_mismatch` — it was
          created by a model whose reasoning the requested model may not read;
          `prefix_binding_mismatch` — the conversation before it differs from the
          conversation it was created in (the rest of that turn's consecutive thinking
          blocks are removed with it, each with this reason);
          `organization_binding_mismatch` — it was created under a different
          organization (an Anthropic organization, AWS account or Google Cloud project)
          and this organization is not one of its additional organizations;
          `end_user_binding_mismatch` — it was created for a different end user, or
          was removed by the consumer-organization binding. A block that would fail
          several checks reports one reason, in this order of precedence:
          `organization_binding_mismatch`, `end_user_binding_mismatch`,
          `model_binding_mismatch`, `prefix_binding_mismatch`.

          - `"model_binding_mismatch"`

          - `"prefix_binding_mismatch"`

          - `"organization_binding_mismatch"`

          - `"end_user_binding_mismatch"`

      - `BetaThinkingMismatchAllowedInputTransformation object`

        - `type: "thinking_mismatch_allowed"`

          Always `thinking_mismatch_allowed` for this entry type.

          default: thinking_mismatch_allowed

        - `path: string`

          Where the block is in your request, as `messages.{i}.content.{j}`:
          `i` indexes the `messages` array you sent and `j` that message's `content`
          array — the same form error messages use.

        - `reason: "model_binding_mismatch" or "prefix_binding_mismatch" or "organization_binding_mismatch" or "end_user_binding_mismatch"`

          Which binding check the block failed; the block was shown to the model all
          the same. Always `prefix_binding_mismatch` today — the conversation before
          the block differs from the conversation it was created in, or the block
          carries no record of one on a model that requires it. Were the check
          enforced for this request, the block would have been removed or the request
          rejected (`thinking.block_binding.prefix_mismatch_behavior`). A removal also
          takes the rest of that turn's consecutive thinking blocks, whereas here each
          block is checked on its own, so `thinking_mismatch_allowed` entries are a
          lower bound on what enforcement would remove.

          - `"model_binding_mismatch"`

          - `"prefix_binding_mismatch"`

          - `"organization_binding_mismatch"`

          - `"end_user_binding_mismatch"`
