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    Create a Message Batch

    MessageBatch Messages.Batches.Create(BatchCreateParamsparameters, CancellationTokencancellationToken = default)
    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

    ParametersExpand Collapse
    BatchCreateParams parameters
    required IReadOnlyList<Request> requests

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

    required string CustomID

    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.

    maxLength64
    minLength1
    required Params Params

    Messages API creation parameters for the individual request.

    See the Messages API reference for full documentation on available parameters.

    required Long MaxTokens

    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.

    Different models have different maximum values for this parameter. See models for details.

    minimum1
    required IReadOnlyList<MessageParam> Messages

    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.

    Example with a single user message:

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

    Example with multiple conversational turns:

    [
      {"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:

    [
      {"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:

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

    See input examples.

    Note that if you want to include a system prompt, 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.

    required Content Content
    Accepts one of the following:
    string
    IReadOnlyList<ContentBlockParam>
    Accepts one of the following:
    class TextBlockParam:
    required string Text
    JsonElement Type "text"constant
    CacheControlEphemeral? CacheControl

    Create a cache control breakpoint at this content block.

    JsonElement Type "ephemeral"constant
    Ttl Ttl

    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.

    Accepts one of the following:
    "5m"Ttl5m
    "1h"Ttl1h
    IReadOnlyList<TextCitationParam>? Citations
    Accepts one of the following:
    class CitationCharLocationParam:
    required string CitedText
    required Long DocumentIndex
    required string? DocumentTitle
    required Long EndCharIndex
    required Long StartCharIndex
    JsonElement Type "char_location"constant
    class CitationPageLocationParam:
    required string CitedText
    required Long DocumentIndex
    required string? DocumentTitle
    required Long EndPageNumber
    required Long StartPageNumber
    JsonElement Type "page_location"constant
    class CitationContentBlockLocationParam:
    required string CitedText
    required Long DocumentIndex
    required string? DocumentTitle
    required Long EndBlockIndex
    required Long StartBlockIndex
    JsonElement Type "content_block_location"constant
    class CitationWebSearchResultLocationParam:
    required string CitedText
    required string EncryptedIndex
    required string? Title
    JsonElement Type "web_search_result_location"constant
    required string Url
    class CitationSearchResultLocationParam:
    required string CitedText
    required Long EndBlockIndex
    required Long SearchResultIndex
    required string Source
    required Long StartBlockIndex
    required string? Title
    JsonElement Type "search_result_location"constant
    class ImageBlockParam:
    required Source Source
    Accepts one of the following:
    class Base64ImageSource:
    required string Data
    required MediaType MediaType
    Accepts one of the following:
    "image/jpeg"ImageJpeg
    "image/png"ImagePng
    "image/gif"ImageGif
    "image/webp"ImageWebP
    JsonElement Type "base64"constant
    class UrlImageSource:
    JsonElement Type "url"constant
    required string Url
    JsonElement Type "image"constant
    CacheControlEphemeral? CacheControl

    Create a cache control breakpoint at this content block.

    JsonElement Type "ephemeral"constant
    Ttl Ttl

    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.

    Accepts one of the following:
    "5m"Ttl5m
    "1h"Ttl1h
    class DocumentBlockParam:
    required Source Source
    Accepts one of the following:
    class Base64PdfSource:
    required string Data
    JsonElement MediaType "application/pdf"constant
    JsonElement Type "base64"constant
    class PlainTextSource:
    required string Data
    JsonElement MediaType "text/plain"constant
    JsonElement Type "text"constant
    class ContentBlockSource:
    required Content Content
    Accepts one of the following:
    string
    IReadOnlyList<ContentBlockSourceContent>
    Accepts one of the following:
    class TextBlockParam:
    required string Text
    JsonElement Type "text"constant
    CacheControlEphemeral? CacheControl

    Create a cache control breakpoint at this content block.

    JsonElement Type "ephemeral"constant
    Ttl Ttl

    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.

    Accepts one of the following:
    "5m"Ttl5m
    "1h"Ttl1h
    IReadOnlyList<TextCitationParam>? Citations
    Accepts one of the following:
    class CitationCharLocationParam:
    required string CitedText
    required Long DocumentIndex
    required string? DocumentTitle
    required Long EndCharIndex
    required Long StartCharIndex
    JsonElement Type "char_location"constant
    class CitationPageLocationParam:
    required string CitedText
    required Long DocumentIndex
    required string? DocumentTitle
    required Long EndPageNumber
    required Long StartPageNumber
    JsonElement Type "page_location"constant
    class CitationContentBlockLocationParam:
    required string CitedText
    required Long DocumentIndex
    required string? DocumentTitle
    required Long EndBlockIndex
    required Long StartBlockIndex
    JsonElement Type "content_block_location"constant
    class CitationWebSearchResultLocationParam:
    required string CitedText
    required string EncryptedIndex
    required string? Title
    JsonElement Type "web_search_result_location"constant
    required string Url
    class CitationSearchResultLocationParam:
    required string CitedText
    required Long EndBlockIndex
    required Long SearchResultIndex
    required string Source
    required Long StartBlockIndex
    required string? Title
    JsonElement Type "search_result_location"constant
    class ImageBlockParam:
    required Source Source
    Accepts one of the following:
    class Base64ImageSource:
    required string Data
    required MediaType MediaType
    Accepts one of the following:
    "image/jpeg"ImageJpeg
    "image/png"ImagePng
    "image/gif"ImageGif
    "image/webp"ImageWebP
    JsonElement Type "base64"constant
    class UrlImageSource:
    JsonElement Type "url"constant
    required string Url
    JsonElement Type "image"constant
    CacheControlEphemeral? CacheControl

    Create a cache control breakpoint at this content block.

    JsonElement Type "ephemeral"constant
    Ttl Ttl

    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.

    Accepts one of the following:
    "5m"Ttl5m
    "1h"Ttl1h
    JsonElement Type "content"constant
    class UrlPdfSource:
    JsonElement Type "url"constant
    required string Url
    JsonElement Type "document"constant
    CacheControlEphemeral? CacheControl

    Create a cache control breakpoint at this content block.

    JsonElement Type "ephemeral"constant
    Ttl Ttl

    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.

    Accepts one of the following:
    "5m"Ttl5m
    "1h"Ttl1h
    CitationsConfigParam? Citations
    Boolean Enabled
    string? Context
    string? Title
    class SearchResultBlockParam:
    required IReadOnlyList<TextBlockParam> Content
    required string Text
    JsonElement Type "text"constant
    CacheControlEphemeral? CacheControl

    Create a cache control breakpoint at this content block.

    JsonElement Type "ephemeral"constant
    Ttl Ttl

    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.

    Accepts one of the following:
    "5m"Ttl5m
    "1h"Ttl1h
    IReadOnlyList<TextCitationParam>? Citations
    Accepts one of the following:
    class CitationCharLocationParam:
    required string CitedText
    required Long DocumentIndex
    required string? DocumentTitle
    required Long EndCharIndex
    required Long StartCharIndex
    JsonElement Type "char_location"constant
    class CitationPageLocationParam:
    required string CitedText
    required Long DocumentIndex
    required string? DocumentTitle
    required Long EndPageNumber
    required Long StartPageNumber
    JsonElement Type "page_location"constant
    class CitationContentBlockLocationParam:
    required string CitedText
    required Long DocumentIndex
    required string? DocumentTitle
    required Long EndBlockIndex
    required Long StartBlockIndex
    JsonElement Type "content_block_location"constant
    class CitationWebSearchResultLocationParam:
    required string CitedText
    required string EncryptedIndex
    required string? Title
    JsonElement Type "web_search_result_location"constant
    required string Url
    class CitationSearchResultLocationParam:
    required string CitedText
    required Long EndBlockIndex
    required Long SearchResultIndex
    required string Source
    required Long StartBlockIndex
    required string? Title
    JsonElement Type "search_result_location"constant
    required string Source
    required string Title
    JsonElement Type "search_result"constant
    CacheControlEphemeral? CacheControl

    Create a cache control breakpoint at this content block.

    JsonElement Type "ephemeral"constant
    Ttl Ttl

    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.

    Accepts one of the following:
    "5m"Ttl5m
    "1h"Ttl1h
    CitationsConfigParam Citations
    Boolean Enabled
    class ThinkingBlockParam:
    required string Signature
    required string Thinking
    JsonElement Type "thinking"constant
    class RedactedThinkingBlockParam:
    required string Data
    JsonElement Type "redacted_thinking"constant
    class ToolUseBlockParam:
    required string ID
    required IReadOnlyDictionary<string, JsonElement> Input
    required string Name
    JsonElement Type "tool_use"constant
    CacheControlEphemeral? CacheControl

    Create a cache control breakpoint at this content block.

    JsonElement Type "ephemeral"constant
    Ttl Ttl

    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.

    Accepts one of the following:
    "5m"Ttl5m
    "1h"Ttl1h
    Caller Caller

    Tool invocation directly from the model.

    Accepts one of the following:
    class DirectCaller:

    Tool invocation directly from the model.

    JsonElement Type "direct"constant
    class ServerToolCaller:

    Tool invocation generated by a server-side tool.

    required string ToolID
    JsonElement Type "code_execution_20250825"constant
    class ServerToolCaller20260120:
    required string ToolID
    JsonElement Type "code_execution_20260120"constant
    class ToolResultBlockParam:
    required string ToolUseID
    JsonElement Type "tool_result"constant
    CacheControlEphemeral? CacheControl

    Create a cache control breakpoint at this content block.

    JsonElement Type "ephemeral"constant
    Ttl Ttl

    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.

    Accepts one of the following:
    "5m"Ttl5m
    "1h"Ttl1h
    Content Content
    Accepts one of the following:
    string
    IReadOnlyList<Block>
    Accepts one of the following:
    class TextBlockParam:
    required string Text
    JsonElement Type "text"constant
    CacheControlEphemeral? CacheControl

    Create a cache control breakpoint at this content block.

    JsonElement Type "ephemeral"constant
    Ttl Ttl

    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.

    Accepts one of the following:
    "5m"Ttl5m
    "1h"Ttl1h
    IReadOnlyList<TextCitationParam>? Citations
    Accepts one of the following:
    class CitationCharLocationParam:
    required string CitedText
    required Long DocumentIndex
    required string? DocumentTitle
    required Long EndCharIndex
    required Long StartCharIndex
    JsonElement Type "char_location"constant
    class CitationPageLocationParam:
    required string CitedText
    required Long DocumentIndex
    required string? DocumentTitle
    required Long EndPageNumber
    required Long StartPageNumber
    JsonElement Type "page_location"constant
    class CitationContentBlockLocationParam:
    required string CitedText
    required Long DocumentIndex
    required string? DocumentTitle
    required Long EndBlockIndex
    required Long StartBlockIndex
    JsonElement Type "content_block_location"constant
    class CitationWebSearchResultLocationParam:
    required string CitedText
    required string EncryptedIndex
    required string? Title
    JsonElement Type "web_search_result_location"constant
    required string Url
    class CitationSearchResultLocationParam:
    required string CitedText
    required Long EndBlockIndex
    required Long SearchResultIndex
    required string Source
    required Long StartBlockIndex
    required string? Title
    JsonElement Type "search_result_location"constant
    class ImageBlockParam:
    required Source Source
    Accepts one of the following:
    class Base64ImageSource:
    required string Data
    required MediaType MediaType
    Accepts one of the following:
    "image/jpeg"ImageJpeg
    "image/png"ImagePng
    "image/gif"ImageGif
    "image/webp"ImageWebP
    JsonElement Type "base64"constant
    class UrlImageSource:
    JsonElement Type "url"constant
    required string Url
    JsonElement Type "image"constant
    CacheControlEphemeral? CacheControl

    Create a cache control breakpoint at this content block.

    JsonElement Type "ephemeral"constant
    Ttl Ttl

    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.

    Accepts one of the following:
    "5m"Ttl5m
    "1h"Ttl1h
    class SearchResultBlockParam:
    required IReadOnlyList<TextBlockParam> Content
    required string Text
    JsonElement Type "text"constant
    CacheControlEphemeral? CacheControl

    Create a cache control breakpoint at this content block.

    JsonElement Type "ephemeral"constant
    Ttl Ttl

    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.

    Accepts one of the following:
    "5m"Ttl5m
    "1h"Ttl1h
    IReadOnlyList<TextCitationParam>? Citations
    Accepts one of the following:
    class CitationCharLocationParam:
    required string CitedText
    required Long DocumentIndex
    required string? DocumentTitle
    required Long EndCharIndex
    required Long StartCharIndex
    JsonElement Type "char_location"constant
    class CitationPageLocationParam:
    required string CitedText
    required Long DocumentIndex
    required string? DocumentTitle
    required Long EndPageNumber
    required Long StartPageNumber
    JsonElement Type "page_location"constant
    class CitationContentBlockLocationParam:
    required string CitedText
    required Long DocumentIndex
    required string? DocumentTitle
    required Long EndBlockIndex
    required Long StartBlockIndex
    JsonElement Type "content_block_location"constant
    class CitationWebSearchResultLocationParam:
    required string CitedText
    required string EncryptedIndex
    required string? Title
    JsonElement Type "web_search_result_location"constant
    required string Url
    class CitationSearchResultLocationParam:
    required string CitedText
    required Long EndBlockIndex
    required Long SearchResultIndex
    required string Source
    required Long StartBlockIndex
    required string? Title
    JsonElement Type "search_result_location"constant
    required string Source
    required string Title
    JsonElement Type "search_result"constant
    CacheControlEphemeral? CacheControl

    Create a cache control breakpoint at this content block.

    JsonElement Type "ephemeral"constant
    Ttl Ttl

    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.

    Accepts one of the following:
    "5m"Ttl5m
    "1h"Ttl1h
    CitationsConfigParam Citations
    Boolean Enabled
    class DocumentBlockParam:
    required Source Source
    Accepts one of the following:
    class Base64PdfSource:
    required string Data
    JsonElement MediaType "application/pdf"constant
    JsonElement Type "base64"constant
    class PlainTextSource:
    required string Data
    JsonElement MediaType "text/plain"constant
    JsonElement Type "text"constant
    class ContentBlockSource:
    required Content Content
    Accepts one of the following:
    string
    IReadOnlyList<ContentBlockSourceContent>
    Accepts one of the following:
    class TextBlockParam:
    required string Text
    JsonElement Type "text"constant
    CacheControlEphemeral? CacheControl

    Create a cache control breakpoint at this content block.

    JsonElement Type "ephemeral"constant
    Ttl Ttl

    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.

    Accepts one of the following:
    "5m"Ttl5m
    "1h"Ttl1h
    IReadOnlyList<TextCitationParam>? Citations
    Accepts one of the following:
    class CitationCharLocationParam:
    required string CitedText
    required Long DocumentIndex
    required string? DocumentTitle
    required Long EndCharIndex
    required Long StartCharIndex
    JsonElement Type "char_location"constant
    class CitationPageLocationParam:
    required string CitedText
    required Long DocumentIndex
    required string? DocumentTitle
    required Long EndPageNumber
    required Long StartPageNumber
    JsonElement Type "page_location"constant
    class CitationContentBlockLocationParam:
    required string CitedText
    required Long DocumentIndex
    required string? DocumentTitle
    required Long EndBlockIndex
    required Long StartBlockIndex
    JsonElement Type "content_block_location"constant
    class CitationWebSearchResultLocationParam:
    required string CitedText
    required string EncryptedIndex
    required string? Title
    JsonElement Type "web_search_result_location"constant
    required string Url
    class CitationSearchResultLocationParam:
    required string CitedText
    required Long EndBlockIndex
    required Long SearchResultIndex
    required string Source
    required Long StartBlockIndex
    required string? Title
    JsonElement Type "search_result_location"constant
    class ImageBlockParam:
    required Source Source
    Accepts one of the following:
    class Base64ImageSource:
    required string Data
    required MediaType MediaType
    Accepts one of the following:
    "image/jpeg"ImageJpeg
    "image/png"ImagePng
    "image/gif"ImageGif
    "image/webp"ImageWebP
    JsonElement Type "base64"constant
    class UrlImageSource:
    JsonElement Type "url"constant
    required string Url
    JsonElement Type "image"constant
    CacheControlEphemeral? CacheControl

    Create a cache control breakpoint at this content block.

    JsonElement Type "ephemeral"constant
    Ttl Ttl

    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.

    Accepts one of the following:
    "5m"Ttl5m
    "1h"Ttl1h
    JsonElement Type "content"constant
    class UrlPdfSource:
    JsonElement Type "url"constant
    required string Url
    JsonElement Type "document"constant
    CacheControlEphemeral? CacheControl

    Create a cache control breakpoint at this content block.

    JsonElement Type "ephemeral"constant
    Ttl Ttl

    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.

    Accepts one of the following:
    "5m"Ttl5m
    "1h"Ttl1h
    CitationsConfigParam? Citations
    Boolean Enabled
    string? Context
    string? Title
    class ToolReferenceBlockParam:

    Tool reference block that can be included in tool_result content.

    required string ToolName
    JsonElement Type "tool_reference"constant
    CacheControlEphemeral? CacheControl

    Create a cache control breakpoint at this content block.

    JsonElement Type "ephemeral"constant
    Ttl Ttl

    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.

    Accepts one of the following:
    "5m"Ttl5m
    "1h"Ttl1h
    Boolean IsError
    class ServerToolUseBlockParam:
    required string ID
    required IReadOnlyDictionary<string, JsonElement> Input
    required Name Name
    Accepts one of the following:
    "web_search"WebSearch
    "web_fetch"WebFetch
    "code_execution"CodeExecution
    "bash_code_execution"BashCodeExecution
    "text_editor_code_execution"TextEditorCodeExecution
    "tool_search_tool_regex"ToolSearchToolRegex
    "tool_search_tool_bm25"ToolSearchToolBm25
    JsonElement Type "server_tool_use"constant
    CacheControlEphemeral? CacheControl

    Create a cache control breakpoint at this content block.

    JsonElement Type "ephemeral"constant
    Ttl Ttl

    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.

    Accepts one of the following:
    "5m"Ttl5m
    "1h"Ttl1h
    Caller Caller

    Tool invocation directly from the model.

    Accepts one of the following:
    class DirectCaller:

    Tool invocation directly from the model.

    JsonElement Type "direct"constant
    class ServerToolCaller:

    Tool invocation generated by a server-side tool.

    required string ToolID
    JsonElement Type "code_execution_20250825"constant
    class ServerToolCaller20260120:
    required string ToolID
    JsonElement Type "code_execution_20260120"constant
    class WebSearchToolResultBlockParam:
    required WebSearchToolResultBlockParamContent Content
    Accepts one of the following:
    IReadOnlyList<WebSearchResultBlockParam>
    required string EncryptedContent
    required string Title
    JsonElement Type "web_search_result"constant
    required string Url
    string? PageAge
    class WebSearchToolRequestError:
    required WebSearchToolResultErrorCode ErrorCode
    Accepts one of the following:
    "invalid_tool_input"InvalidToolInput
    "unavailable"Unavailable
    "max_uses_exceeded"MaxUsesExceeded
    "too_many_requests"TooManyRequests
    "query_too_long"QueryTooLong
    "request_too_large"RequestTooLarge
    JsonElement Type "web_search_tool_result_error"constant
    required string ToolUseID
    JsonElement Type "web_search_tool_result"constant
    CacheControlEphemeral? CacheControl

    Create a cache control breakpoint at this content block.

    JsonElement Type "ephemeral"constant
    Ttl Ttl

    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.

    Accepts one of the following:
    "5m"Ttl5m
    "1h"Ttl1h
    Caller Caller

    Tool invocation directly from the model.

    Accepts one of the following:
    class DirectCaller:

    Tool invocation directly from the model.

    JsonElement Type "direct"constant
    class ServerToolCaller:

    Tool invocation generated by a server-side tool.

    required string ToolID
    JsonElement Type "code_execution_20250825"constant
    class ServerToolCaller20260120:
    required string ToolID
    JsonElement Type "code_execution_20260120"constant
    class WebFetchToolResultBlockParam:
    required Content Content
    Accepts one of the following:
    class WebFetchToolResultErrorBlockParam:
    required WebFetchToolResultErrorCode ErrorCode
    Accepts one of the following:
    "invalid_tool_input"InvalidToolInput
    "url_too_long"UrlTooLong
    "url_not_allowed"UrlNotAllowed
    "url_not_accessible"UrlNotAccessible
    "unsupported_content_type"UnsupportedContentType
    "too_many_requests"TooManyRequests
    "max_uses_exceeded"MaxUsesExceeded
    "unavailable"Unavailable
    JsonElement Type "web_fetch_tool_result_error"constant
    class WebFetchBlockParam:
    required DocumentBlockParam Content
    required Source Source
    Accepts one of the following:
    class Base64PdfSource:
    required string Data
    JsonElement MediaType "application/pdf"constant
    JsonElement Type "base64"constant
    class PlainTextSource:
    required string Data
    JsonElement MediaType "text/plain"constant
    JsonElement Type "text"constant
    class ContentBlockSource:
    required Content Content
    Accepts one of the following:
    string
    IReadOnlyList<ContentBlockSourceContent>
    Accepts one of the following:
    class TextBlockParam:
    required string Text
    JsonElement Type "text"constant
    CacheControlEphemeral? CacheControl

    Create a cache control breakpoint at this content block.

    JsonElement Type "ephemeral"constant
    Ttl Ttl

    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.

    Accepts one of the following:
    "5m"Ttl5m
    "1h"Ttl1h
    IReadOnlyList<TextCitationParam>? Citations
    Accepts one of the following:
    class CitationCharLocationParam:
    required string CitedText
    required Long DocumentIndex
    required string? DocumentTitle
    required Long EndCharIndex
    required Long StartCharIndex
    JsonElement Type "char_location"constant
    class CitationPageLocationParam:
    required string CitedText
    required Long DocumentIndex
    required string? DocumentTitle
    required Long EndPageNumber
    required Long StartPageNumber
    JsonElement Type "page_location"constant
    class CitationContentBlockLocationParam:
    required string CitedText
    required Long DocumentIndex
    required string? DocumentTitle
    required Long EndBlockIndex
    required Long StartBlockIndex
    JsonElement Type "content_block_location"constant
    class CitationWebSearchResultLocationParam:
    required string CitedText
    required string EncryptedIndex
    required string? Title
    JsonElement Type "web_search_result_location"constant
    required string Url
    class CitationSearchResultLocationParam:
    required string CitedText
    required Long EndBlockIndex
    required Long SearchResultIndex
    required string Source
    required Long StartBlockIndex
    required string? Title
    JsonElement Type "search_result_location"constant
    class ImageBlockParam:
    required Source Source
    Accepts one of the following:
    class Base64ImageSource:
    required string Data
    required MediaType MediaType
    Accepts one of the following:
    "image/jpeg"ImageJpeg
    "image/png"ImagePng
    "image/gif"ImageGif
    "image/webp"ImageWebP
    JsonElement Type "base64"constant
    class UrlImageSource:
    JsonElement Type "url"constant
    required string Url
    JsonElement Type "image"constant
    CacheControlEphemeral? CacheControl

    Create a cache control breakpoint at this content block.

    JsonElement Type "ephemeral"constant
    Ttl Ttl

    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.

    Accepts one of the following:
    "5m"Ttl5m
    "1h"Ttl1h
    JsonElement Type "content"constant
    class UrlPdfSource:
    JsonElement Type "url"constant
    required string Url
    JsonElement Type "document"constant
    CacheControlEphemeral? CacheControl

    Create a cache control breakpoint at this content block.

    JsonElement Type "ephemeral"constant
    Ttl Ttl

    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.

    Accepts one of the following:
    "5m"Ttl5m
    "1h"Ttl1h
    CitationsConfigParam? Citations
    Boolean Enabled
    string? Context
    string? Title
    JsonElement Type "web_fetch_result"constant
    required string Url

    Fetched content URL

    string? RetrievedAt

    ISO 8601 timestamp when the content was retrieved

    required string ToolUseID
    JsonElement Type "web_fetch_tool_result"constant
    CacheControlEphemeral? CacheControl

    Create a cache control breakpoint at this content block.

    JsonElement Type "ephemeral"constant
    Ttl Ttl

    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.

    Accepts one of the following:
    "5m"Ttl5m
    "1h"Ttl1h
    Caller Caller

    Tool invocation directly from the model.

    Accepts one of the following:
    class DirectCaller:

    Tool invocation directly from the model.

    JsonElement Type "direct"constant
    class ServerToolCaller:

    Tool invocation generated by a server-side tool.

    required string ToolID
    JsonElement Type "code_execution_20250825"constant
    class ServerToolCaller20260120:
    required string ToolID
    JsonElement Type "code_execution_20260120"constant
    class CodeExecutionToolResultBlockParam:
    required CodeExecutionToolResultBlockParamContent Content

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

    Accepts one of the following:
    class CodeExecutionToolResultErrorParam:
    required CodeExecutionToolResultErrorCode ErrorCode
    Accepts one of the following:
    "invalid_tool_input"InvalidToolInput
    "unavailable"Unavailable
    "too_many_requests"TooManyRequests
    "execution_time_exceeded"ExecutionTimeExceeded
    JsonElement Type "code_execution_tool_result_error"constant
    class CodeExecutionResultBlockParam:
    required IReadOnlyList<CodeExecutionOutputBlockParam> Content
    required string FileID
    JsonElement Type "code_execution_output"constant
    required Long ReturnCode
    required string Stderr
    required string Stdout
    JsonElement Type "code_execution_result"constant
    class EncryptedCodeExecutionResultBlockParam:

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

    required IReadOnlyList<CodeExecutionOutputBlockParam> Content
    required string FileID
    JsonElement Type "code_execution_output"constant
    required string EncryptedStdout
    required Long ReturnCode
    required string Stderr
    JsonElement Type "encrypted_code_execution_result"constant
    required string ToolUseID
    JsonElement Type "code_execution_tool_result"constant
    CacheControlEphemeral? CacheControl

    Create a cache control breakpoint at this content block.

    JsonElement Type "ephemeral"constant
    Ttl Ttl

    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.

    Accepts one of the following:
    "5m"Ttl5m
    "1h"Ttl1h
    class BashCodeExecutionToolResultBlockParam:
    required Content Content
    Accepts one of the following:
    class BashCodeExecutionToolResultErrorParam:
    required BashCodeExecutionToolResultErrorCode ErrorCode
    Accepts one of the following:
    "invalid_tool_input"InvalidToolInput
    "unavailable"Unavailable
    "too_many_requests"TooManyRequests
    "execution_time_exceeded"ExecutionTimeExceeded
    "output_file_too_large"OutputFileTooLarge
    JsonElement Type "bash_code_execution_tool_result_error"constant
    class BashCodeExecutionResultBlockParam:
    required IReadOnlyList<BashCodeExecutionOutputBlockParam> Content
    required string FileID
    JsonElement Type "bash_code_execution_output"constant
    required Long ReturnCode
    required string Stderr
    required string Stdout
    JsonElement Type "bash_code_execution_result"constant
    required string ToolUseID
    JsonElement Type "bash_code_execution_tool_result"constant
    CacheControlEphemeral? CacheControl

    Create a cache control breakpoint at this content block.

    JsonElement Type "ephemeral"constant
    Ttl Ttl

    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.

    Accepts one of the following:
    "5m"Ttl5m
    "1h"Ttl1h
    class TextEditorCodeExecutionToolResultBlockParam:
    required Content Content
    Accepts one of the following:
    class TextEditorCodeExecutionToolResultErrorParam:
    required TextEditorCodeExecutionToolResultErrorCode ErrorCode
    Accepts one of the following:
    "invalid_tool_input"InvalidToolInput
    "unavailable"Unavailable
    "too_many_requests"TooManyRequests
    "execution_time_exceeded"ExecutionTimeExceeded
    "file_not_found"FileNotFound
    JsonElement Type "text_editor_code_execution_tool_result_error"constant
    string? ErrorMessage
    class TextEditorCodeExecutionViewResultBlockParam:
    required string Content
    required FileType FileType
    Accepts one of the following:
    "text"Text
    "image"Image
    "pdf"Pdf
    JsonElement Type "text_editor_code_execution_view_result"constant
    Long? NumLines
    Long? StartLine
    Long? TotalLines
    class TextEditorCodeExecutionCreateResultBlockParam:
    required Boolean IsFileUpdate
    JsonElement Type "text_editor_code_execution_create_result"constant
    class TextEditorCodeExecutionStrReplaceResultBlockParam:
    JsonElement Type "text_editor_code_execution_str_replace_result"constant
    IReadOnlyList<string>? Lines
    Long? NewLines
    Long? NewStart
    Long? OldLines
    Long? OldStart
    required string ToolUseID
    JsonElement Type "text_editor_code_execution_tool_result"constant
    CacheControlEphemeral? CacheControl

    Create a cache control breakpoint at this content block.

    JsonElement Type "ephemeral"constant
    Ttl Ttl

    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.

    Accepts one of the following:
    "5m"Ttl5m
    "1h"Ttl1h
    class ToolSearchToolResultBlockParam:
    required Content Content
    Accepts one of the following:
    class ToolSearchToolResultErrorParam:
    required ToolSearchToolResultErrorCode ErrorCode
    Accepts one of the following:
    "invalid_tool_input"InvalidToolInput
    "unavailable"Unavailable
    "too_many_requests"TooManyRequests
    "execution_time_exceeded"ExecutionTimeExceeded
    JsonElement Type "tool_search_tool_result_error"constant
    class ToolSearchToolSearchResultBlockParam:
    required IReadOnlyList<ToolReferenceBlockParam> ToolReferences
    required string ToolName
    JsonElement Type "tool_reference"constant
    CacheControlEphemeral? CacheControl

    Create a cache control breakpoint at this content block.

    JsonElement Type "ephemeral"constant
    Ttl Ttl

    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.

    Accepts one of the following:
    "5m"Ttl5m
    "1h"Ttl1h
    JsonElement Type "tool_search_tool_search_result"constant
    required string ToolUseID
    JsonElement Type "tool_search_tool_result"constant
    CacheControlEphemeral? CacheControl

    Create a cache control breakpoint at this content block.

    JsonElement Type "ephemeral"constant
    Ttl Ttl

    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.

    Accepts one of the following:
    "5m"Ttl5m
    "1h"Ttl1h
    class ContainerUploadBlockParam:

    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.

    required string FileID
    JsonElement Type "container_upload"constant
    CacheControlEphemeral? CacheControl

    Create a cache control breakpoint at this content block.

    JsonElement Type "ephemeral"constant
    Ttl Ttl

    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.

    Accepts one of the following:
    "5m"Ttl5m
    "1h"Ttl1h
    required Role Role
    Accepts one of the following:
    "user"User
    "assistant"Assistant
    required Model Model

    The model that will complete your prompt.

    See models for additional details and options.

    Accepts one of the following:
    "claude-opus-4-6"ClaudeOpus4_6

    Most intelligent model for building agents and coding

    "claude-sonnet-4-6"ClaudeSonnet4_6

    Frontier intelligence at scale — built for coding, agents, and enterprise workflows

    "claude-opus-4-5-20251101"ClaudeOpus4_5_20251101

    Premium model combining maximum intelligence with practical performance

    "claude-opus-4-5"ClaudeOpus4_5

    Premium model combining maximum intelligence with practical performance

    "claude-3-7-sonnet-latest"Claude3_7SonnetLatest

    High-performance model with early extended thinking

    "claude-3-7-sonnet-20250219"Claude3_7Sonnet20250219

    High-performance model with early extended thinking

    "claude-3-5-haiku-latest"Claude3_5HaikuLatest

    Fastest and most compact model for near-instant responsiveness

    "claude-3-5-haiku-20241022"Claude3_5Haiku20241022

    Our fastest model

    "claude-haiku-4-5"ClaudeHaiku4_5

    Hybrid model, capable of near-instant responses and extended thinking

    "claude-haiku-4-5-20251001"ClaudeHaiku4_5_20251001

    Hybrid model, capable of near-instant responses and extended thinking

    "claude-sonnet-4-20250514"ClaudeSonnet4_20250514

    High-performance model with extended thinking

    "claude-sonnet-4-0"ClaudeSonnet4_0

    High-performance model with extended thinking

    "claude-4-sonnet-20250514"Claude4Sonnet20250514

    High-performance model with extended thinking

    "claude-sonnet-4-5"ClaudeSonnet4_5

    Our best model for real-world agents and coding

    "claude-sonnet-4-5-20250929"ClaudeSonnet4_5_20250929

    Our best model for real-world agents and coding

    "claude-opus-4-0"ClaudeOpus4_0

    Our most capable model

    "claude-opus-4-20250514"ClaudeOpus4_20250514

    Our most capable model

    "claude-4-opus-20250514"Claude4Opus20250514

    Our most capable model

    "claude-opus-4-1-20250805"ClaudeOpus4_1_20250805

    Our most capable model

    "claude-3-opus-latest"Claude3OpusLatest

    Excels at writing and complex tasks

    "claude-3-opus-20240229"Claude_3_Opus_20240229

    Excels at writing and complex tasks

    "claude-3-haiku-20240307"Claude_3_Haiku_20240307

    Our previous most fast and cost-effective

    CacheControlEphemeral? CacheControl

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

    JsonElement Type "ephemeral"constant
    Ttl Ttl

    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.

    Accepts one of the following:
    "5m"Ttl5m
    "1h"Ttl1h
    string? Container

    Container identifier for reuse across requests.

    string? InferenceGeo

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

    Metadata Metadata

    An object describing metadata about the request.

    string? UserID

    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.

    maxLength256
    OutputConfig OutputConfig

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

    Effort? Effort

    All possible effort levels.

    Accepts one of the following:
    "low"Low
    "medium"Medium
    "high"High
    "max"Max
    JsonOutputFormat? Format

    A schema to specify Claude's output format in responses. See structured outputs

    required IReadOnlyDictionary<string, JsonElement> Schema

    The JSON schema of the format

    JsonElement Type "json_schema"constant
    ServiceTier ServiceTier

    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 for details.

    Accepts one of the following:
    "auto"Auto
    "standard_only"StandardOnly
    IReadOnlyList<string> StopSequences

    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.

    Boolean Stream

    Whether to incrementally stream the response using server-sent events.

    See streaming for details.

    System System

    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.

    Accepts one of the following:
    string
    IReadOnlyList<TextBlockParam>
    required string Text
    JsonElement Type "text"constant
    CacheControlEphemeral? CacheControl

    Create a cache control breakpoint at this content block.

    JsonElement Type "ephemeral"constant
    Ttl Ttl

    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.

    Accepts one of the following:
    "5m"Ttl5m
    "1h"Ttl1h
    IReadOnlyList<TextCitationParam>? Citations
    Accepts one of the following:
    class CitationCharLocationParam:
    required string CitedText
    required Long DocumentIndex
    required string? DocumentTitle
    required Long EndCharIndex
    required Long StartCharIndex
    JsonElement Type "char_location"constant
    class CitationPageLocationParam:
    required string CitedText
    required Long DocumentIndex
    required string? DocumentTitle
    required Long EndPageNumber
    required Long StartPageNumber
    JsonElement Type "page_location"constant
    class CitationContentBlockLocationParam:
    required string CitedText
    required Long DocumentIndex
    required string? DocumentTitle
    required Long EndBlockIndex
    required Long StartBlockIndex
    JsonElement Type "content_block_location"constant
    class CitationWebSearchResultLocationParam:
    required string CitedText
    required string EncryptedIndex
    required string? Title
    JsonElement Type "web_search_result_location"constant
    required string Url
    class CitationSearchResultLocationParam:
    required string CitedText
    required Long EndBlockIndex
    required Long SearchResultIndex
    required string Source
    required Long StartBlockIndex
    required string? Title
    JsonElement Type "search_result_location"constant
    Double Temperature

    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.

    maximum1
    minimum0
    ThinkingConfigParam Thinking

    Configuration for enabling Claude's extended thinking.

    When enabled, responses include thinking content blocks showing Claude's thinking process before the final answer. Requires a minimum budget of 1,024 tokens and counts towards your max_tokens limit.

    See extended thinking for details.

    Accepts one of the following:
    class ThinkingConfigEnabled:
    required Long BudgetTokens

    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 for details.

    minimum1024
    JsonElement Type "enabled"constant
    class ThinkingConfigDisabled:
    JsonElement Type "disabled"constant
    class ThinkingConfigAdaptive:
    JsonElement Type "adaptive"constant
    ToolChoice ToolChoice

    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.

    Accepts one of the following:
    class ToolChoiceAuto:

    The model will automatically decide whether to use tools.

    JsonElement Type "auto"constant
    Boolean DisableParallelToolUse

    Whether to disable parallel tool use.

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

    class ToolChoiceAny:

    The model will use any available tools.

    JsonElement Type "any"constant
    Boolean DisableParallelToolUse

    Whether to disable parallel tool use.

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

    class ToolChoiceTool:

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

    required string Name

    The name of the tool to use.

    JsonElement Type "tool"constant
    Boolean DisableParallelToolUse

    Whether to disable parallel tool use.

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

    class ToolChoiceNone:

    The model will not be allowed to use tools.

    JsonElement Type "none"constant
    IReadOnlyList<ToolUnion> Tools

    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, see their individual documentation as each has its own behavior (e.g., the web search tool).

    Each tool definition includes:

    • name: Name of the tool.
    • description: Optional, but strongly-recommended description of the tool.
    • input_schema: JSON schema for the tool input shape that the model will produce in tool_use output content blocks.

    For example, if you defined tools as:

    [
      {
        "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:

    [
      {
        "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:

    [
      {
        "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 for more details.

    Accepts one of the following:
    class Tool:
    required InputSchema InputSchema

    JSON schema for this tool's input.

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

    JsonElement Type "object"constant
    IReadOnlyDictionary<string, JsonElement>? Properties
    IReadOnlyList<string>? Required
    required string Name

    Name of the tool.

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

    maxLength128
    minLength1
    IReadOnlyList<AllowedCaller> AllowedCallers
    Accepts one of the following:
    "direct"Direct
    "code_execution_20250825"CodeExecution20250825
    "code_execution_20260120"CodeExecution20260120
    CacheControlEphemeral? CacheControl

    Create a cache control breakpoint at this content block.

    JsonElement Type "ephemeral"constant
    Ttl Ttl

    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.

    Accepts one of the following:
    "5m"Ttl5m
    "1h"Ttl1h
    Boolean DeferLoading

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

    string Description

    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.

    Boolean? EagerInputStreaming

    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.

    IReadOnlyList<IReadOnlyDictionary<string, JsonElement>> InputExamples
    Boolean Strict

    When true, guarantees schema validation on tool names and inputs

    Type? Type
    class ToolBash20250124:
    JsonElement Name "bash"constant

    Name of the tool.

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

    JsonElement Type "bash_20250124"constant
    IReadOnlyList<AllowedCaller> AllowedCallers
    Accepts one of the following:
    "direct"Direct
    "code_execution_20250825"CodeExecution20250825
    "code_execution_20260120"CodeExecution20260120
    CacheControlEphemeral? CacheControl

    Create a cache control breakpoint at this content block.

    JsonElement Type "ephemeral"constant
    Ttl Ttl

    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.

    Accepts one of the following:
    "5m"Ttl5m
    "1h"Ttl1h
    Boolean DeferLoading

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

    IReadOnlyList<IReadOnlyDictionary<string, JsonElement>> InputExamples
    Boolean Strict

    When true, guarantees schema validation on tool names and inputs

    class CodeExecutionTool20250522:
    JsonElement Name "code_execution"constant

    Name of the tool.

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

    JsonElement Type "code_execution_20250522"constant
    IReadOnlyList<AllowedCaller> AllowedCallers
    Accepts one of the following:
    "direct"Direct
    "code_execution_20250825"CodeExecution20250825
    "code_execution_20260120"CodeExecution20260120
    CacheControlEphemeral? CacheControl

    Create a cache control breakpoint at this content block.

    JsonElement Type "ephemeral"constant
    Ttl Ttl

    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.

    Accepts one of the following:
    "5m"Ttl5m
    "1h"Ttl1h
    Boolean DeferLoading

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

    Boolean Strict

    When true, guarantees schema validation on tool names and inputs

    class CodeExecutionTool20250825:
    JsonElement Name "code_execution"constant

    Name of the tool.

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

    JsonElement Type "code_execution_20250825"constant
    IReadOnlyList<AllowedCaller> AllowedCallers
    Accepts one of the following:
    "direct"Direct
    "code_execution_20250825"CodeExecution20250825
    "code_execution_20260120"CodeExecution20260120
    CacheControlEphemeral? CacheControl

    Create a cache control breakpoint at this content block.

    JsonElement Type "ephemeral"constant
    Ttl Ttl

    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.

    Accepts one of the following:
    "5m"Ttl5m
    "1h"Ttl1h
    Boolean DeferLoading

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

    Boolean Strict

    When true, guarantees schema validation on tool names and inputs

    class CodeExecutionTool20260120:

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

    JsonElement Name "code_execution"constant

    Name of the tool.

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

    JsonElement Type "code_execution_20260120"constant
    IReadOnlyList<AllowedCaller> AllowedCallers
    Accepts one of the following:
    "direct"Direct
    "code_execution_20250825"CodeExecution20250825
    "code_execution_20260120"CodeExecution20260120
    CacheControlEphemeral? CacheControl

    Create a cache control breakpoint at this content block.

    JsonElement Type "ephemeral"constant
    Ttl Ttl

    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.

    Accepts one of the following:
    "5m"Ttl5m
    "1h"Ttl1h
    Boolean DeferLoading

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

    Boolean Strict

    When true, guarantees schema validation on tool names and inputs

    class MemoryTool20250818:
    JsonElement Name "memory"constant

    Name of the tool.

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

    JsonElement Type "memory_20250818"constant
    IReadOnlyList<AllowedCaller> AllowedCallers
    Accepts one of the following:
    "direct"Direct
    "code_execution_20250825"CodeExecution20250825
    "code_execution_20260120"CodeExecution20260120
    CacheControlEphemeral? CacheControl

    Create a cache control breakpoint at this content block.

    JsonElement Type "ephemeral"constant
    Ttl Ttl

    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.

    Accepts one of the following:
    "5m"Ttl5m
    "1h"Ttl1h
    Boolean DeferLoading

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

    IReadOnlyList<IReadOnlyDictionary<string, JsonElement>> InputExamples
    Boolean Strict

    When true, guarantees schema validation on tool names and inputs

    class ToolTextEditor20250124:
    JsonElement Name "str_replace_editor"constant

    Name of the tool.

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

    JsonElement Type "text_editor_20250124"constant
    IReadOnlyList<AllowedCaller> AllowedCallers
    Accepts one of the following:
    "direct"Direct
    "code_execution_20250825"CodeExecution20250825
    "code_execution_20260120"CodeExecution20260120
    CacheControlEphemeral? CacheControl

    Create a cache control breakpoint at this content block.

    JsonElement Type "ephemeral"constant
    Ttl Ttl

    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.

    Accepts one of the following:
    "5m"Ttl5m
    "1h"Ttl1h
    Boolean DeferLoading

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

    IReadOnlyList<IReadOnlyDictionary<string, JsonElement>> InputExamples
    Boolean Strict

    When true, guarantees schema validation on tool names and inputs

    class ToolTextEditor20250429:
    JsonElement Name "str_replace_based_edit_tool"constant

    Name of the tool.

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

    JsonElement Type "text_editor_20250429"constant
    IReadOnlyList<AllowedCaller> AllowedCallers
    Accepts one of the following:
    "direct"Direct
    "code_execution_20250825"CodeExecution20250825
    "code_execution_20260120"CodeExecution20260120
    CacheControlEphemeral? CacheControl

    Create a cache control breakpoint at this content block.

    JsonElement Type "ephemeral"constant
    Ttl Ttl

    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.

    Accepts one of the following:
    "5m"Ttl5m
    "1h"Ttl1h
    Boolean DeferLoading

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

    IReadOnlyList<IReadOnlyDictionary<string, JsonElement>> InputExamples
    Boolean Strict

    When true, guarantees schema validation on tool names and inputs

    class ToolTextEditor20250728:
    JsonElement Name "str_replace_based_edit_tool"constant

    Name of the tool.

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

    JsonElement Type "text_editor_20250728"constant
    IReadOnlyList<AllowedCaller> AllowedCallers
    Accepts one of the following:
    "direct"Direct
    "code_execution_20250825"CodeExecution20250825
    "code_execution_20260120"CodeExecution20260120
    CacheControlEphemeral? CacheControl

    Create a cache control breakpoint at this content block.

    JsonElement Type "ephemeral"constant
    Ttl Ttl

    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.

    Accepts one of the following:
    "5m"Ttl5m
    "1h"Ttl1h
    Boolean DeferLoading

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

    IReadOnlyList<IReadOnlyDictionary<string, JsonElement>> InputExamples
    Long? MaxCharacters

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

    Boolean Strict

    When true, guarantees schema validation on tool names and inputs

    class WebSearchTool20250305:
    JsonElement Name "web_search"constant

    Name of the tool.

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

    JsonElement Type "web_search_20250305"constant
    IReadOnlyList<AllowedCaller> AllowedCallers
    Accepts one of the following:
    "direct"Direct
    "code_execution_20250825"CodeExecution20250825
    "code_execution_20260120"CodeExecution20260120
    IReadOnlyList<string>? AllowedDomains

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

    IReadOnlyList<string>? BlockedDomains

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

    CacheControlEphemeral? CacheControl

    Create a cache control breakpoint at this content block.

    JsonElement Type "ephemeral"constant
    Ttl Ttl

    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.

    Accepts one of the following:
    "5m"Ttl5m
    "1h"Ttl1h
    Boolean DeferLoading

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

    Long? MaxUses

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

    Boolean Strict

    When true, guarantees schema validation on tool names and inputs

    UserLocation? UserLocation

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

    JsonElement Type "approximate"constant
    string? City

    The city of the user.

    string? Country

    The two letter ISO country code of the user.

    string? Region

    The region of the user.

    string? Timezone

    The IANA timezone of the user.

    class WebFetchTool20250910:
    JsonElement Name "web_fetch"constant

    Name of the tool.

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

    JsonElement Type "web_fetch_20250910"constant
    IReadOnlyList<AllowedCaller> AllowedCallers
    Accepts one of the following:
    "direct"Direct
    "code_execution_20250825"CodeExecution20250825
    "code_execution_20260120"CodeExecution20260120
    IReadOnlyList<string>? AllowedDomains

    List of domains to allow fetching from

    IReadOnlyList<string>? BlockedDomains

    List of domains to block fetching from

    CacheControlEphemeral? CacheControl

    Create a cache control breakpoint at this content block.

    JsonElement Type "ephemeral"constant
    Ttl Ttl

    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.

    Accepts one of the following:
    "5m"Ttl5m
    "1h"Ttl1h
    CitationsConfigParam? Citations

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

    Boolean Enabled
    Boolean DeferLoading

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

    Long? MaxContentTokens

    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.

    Long? MaxUses

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

    Boolean Strict

    When true, guarantees schema validation on tool names and inputs

    class WebSearchTool20260209:
    JsonElement Name "web_search"constant

    Name of the tool.

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

    JsonElement Type "web_search_20260209"constant
    IReadOnlyList<AllowedCaller> AllowedCallers
    Accepts one of the following:
    "direct"Direct
    "code_execution_20250825"CodeExecution20250825
    "code_execution_20260120"CodeExecution20260120
    IReadOnlyList<string>? AllowedDomains

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

    IReadOnlyList<string>? BlockedDomains

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

    CacheControlEphemeral? CacheControl

    Create a cache control breakpoint at this content block.

    JsonElement Type "ephemeral"constant
    Ttl Ttl

    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.

    Accepts one of the following:
    "5m"Ttl5m
    "1h"Ttl1h
    Boolean DeferLoading

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

    Long? MaxUses

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

    Boolean Strict

    When true, guarantees schema validation on tool names and inputs

    UserLocation? UserLocation

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

    JsonElement Type "approximate"constant
    string? City

    The city of the user.

    string? Country

    The two letter ISO country code of the user.

    string? Region

    The region of the user.

    string? Timezone

    The IANA timezone of the user.

    class WebFetchTool20260209:
    JsonElement Name "web_fetch"constant

    Name of the tool.

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

    JsonElement Type "web_fetch_20260209"constant
    IReadOnlyList<AllowedCaller> AllowedCallers
    Accepts one of the following:
    "direct"Direct
    "code_execution_20250825"CodeExecution20250825
    "code_execution_20260120"CodeExecution20260120
    IReadOnlyList<string>? AllowedDomains

    List of domains to allow fetching from

    IReadOnlyList<string>? BlockedDomains

    List of domains to block fetching from

    CacheControlEphemeral? CacheControl

    Create a cache control breakpoint at this content block.

    JsonElement Type "ephemeral"constant
    Ttl Ttl

    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.

    Accepts one of the following:
    "5m"Ttl5m
    "1h"Ttl1h
    CitationsConfigParam? Citations

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

    Boolean Enabled
    Boolean DeferLoading

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

    Long? MaxContentTokens

    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.

    Long? MaxUses

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

    Boolean Strict

    When true, guarantees schema validation on tool names and inputs

    class ToolSearchToolBm25_20251119:
    JsonElement Name "tool_search_tool_bm25"constant

    Name of the tool.

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

    required Type Type
    Accepts one of the following:
    "tool_search_tool_bm25_20251119"ToolSearchToolBm25_20251119
    "tool_search_tool_bm25"ToolSearchToolBm25
    IReadOnlyList<AllowedCaller> AllowedCallers
    Accepts one of the following:
    "direct"Direct
    "code_execution_20250825"CodeExecution20250825
    "code_execution_20260120"CodeExecution20260120
    CacheControlEphemeral? CacheControl

    Create a cache control breakpoint at this content block.

    JsonElement Type "ephemeral"constant
    Ttl Ttl

    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.

    Accepts one of the following:
    "5m"Ttl5m
    "1h"Ttl1h
    Boolean DeferLoading

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

    Boolean Strict

    When true, guarantees schema validation on tool names and inputs

    class ToolSearchToolRegex20251119:
    JsonElement Name "tool_search_tool_regex"constant

    Name of the tool.

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

    required Type Type
    Accepts one of the following:
    "tool_search_tool_regex_20251119"ToolSearchToolRegex20251119
    "tool_search_tool_regex"ToolSearchToolRegex
    IReadOnlyList<AllowedCaller> AllowedCallers
    Accepts one of the following:
    "direct"Direct
    "code_execution_20250825"CodeExecution20250825
    "code_execution_20260120"CodeExecution20260120
    CacheControlEphemeral? CacheControl

    Create a cache control breakpoint at this content block.

    JsonElement Type "ephemeral"constant
    Ttl Ttl

    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.

    Accepts one of the following:
    "5m"Ttl5m
    "1h"Ttl1h
    Boolean DeferLoading

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

    Boolean Strict

    When true, guarantees schema validation on tool names and inputs

    Long TopK

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

    Used to remove "long tail" low probability responses. Learn more technical details here.

    Recommended for advanced use cases only. You usually only need to use temperature.

    minimum0
    Double TopP

    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. You should either alter temperature or top_p, but not both.

    Recommended for advanced use cases only. You usually only need to use temperature.

    maximum1
    minimum0
    ReturnsExpand Collapse
    class MessageBatch:
    required string ID

    Unique object identifier.

    The format and length of IDs may change over time.

    required DateTimeOffset? ArchivedAt

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

    required DateTimeOffset? CancelInitiatedAt

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

    required DateTimeOffset CreatedAt

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

    required DateTimeOffset? EndedAt

    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.

    formatdate-time
    required DateTimeOffset ExpiresAt

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

    required ProcessingStatus ProcessingStatus

    Processing status of the Message Batch.

    Accepts one of the following:
    "in_progress"InProgress
    "canceling"Canceling
    "ended"Ended
    required MessageBatchRequestCounts RequestCounts

    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.

    required Long Canceled

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

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

    required Long Errored

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

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

    required Long Expired

    Number of requests in the Message Batch that have expired.

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

    required Long Processing

    Number of requests in the Message Batch that are processing.

    required Long Succeeded

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

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

    required string? ResultsUrl

    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.

    JsonElement Type "message_batch"constant

    Object type.

    For Message Batches, this is always "message_batch".

    Create a Message Batch
    BatchCreateParams parameters = new()
    {
        Requests =
        [
            new()
            {
                CustomID = "my-custom-id-1",
                Params = new()
                {
                    MaxTokens = 1024,
                    Messages =
                    [
                        new()
                        {
                            Content = "Hello, world",
                            Role = Role.User,
                        },
                    ],
                    Model = Model.ClaudeOpus4_6,
                    CacheControl = new() { Ttl = Ttl.Ttl5m },
                    Container = "container",
                    InferenceGeo = "inference_geo",
                    Metadata = new()
                    {
                        UserID = "13803d75-b4b5-4c3e-b2a2-6f21399b021b"
                    },
                    OutputConfig = new()
                    {
                        Effort = Effort.Low,
                        Format = new()
                        {
                            Schema = new Dictionary<string, JsonElement>()
                            {
                                { "foo", JsonSerializer.SerializeToElement("bar") }
                            },
                        },
                    },
                    ServiceTier = ServiceTier.Auto,
                    StopSequences =
                    [
                        "string"
                    ],
                    Stream = true,
                    System = new(
    
                        [
                            new TextBlockParam()
                            {
                                Text = "Today's date is 2024-06-01.",
                                CacheControl = new() { Ttl = Ttl.Ttl5m },
                                Citations =
                                [
                                    new CitationCharLocationParam()
                                    {
                                        CitedText = "cited_text",
                                        DocumentIndex = 0,
                                        DocumentTitle = "x",
                                        EndCharIndex = 0,
                                        StartCharIndex = 0,
                                    },
                                ],
                            },
                        ]
                    ),
                    Temperature = 1,
                    Thinking = new ThinkingConfigEnabled(1024),
                    ToolChoice = new ToolChoiceAuto()
                    {
                        DisableParallelToolUse = true
                    },
                    Tools =
                    [
                        new Tool()
                        {
                            InputSchema = new()
                            {
                                Properties = new Dictionary<string, JsonElement>()
                                {
                                    { "location", JsonSerializer.SerializeToElement("bar") },
                                    { "unit", JsonSerializer.SerializeToElement("bar") },
                                },
                                Required =
                                [
                                    "location"
                                ],
                            },
                            Name = "name",
                            AllowedCallers =
                            [
                                AllowedCaller.Direct
                            ],
                            CacheControl = new() { Ttl = Ttl.Ttl5m },
                            DeferLoading = true,
                            Description = "Get the current weather in a given location",
                            EagerInputStreaming = true,
                            InputExamples =
                            [
                                new Dictionary<string, JsonElement>()
                                {
                                    { "foo", JsonSerializer.SerializeToElement("bar") },
                                },
                            ],
                            Strict = true,
                            Type = Type.Custom,
                        },
                    ],
                    TopK = 5,
                    TopP = 0.7,
                },
            },
        ],
    };
    
    var messageBatch = await client.Messages.Batches.Create(parameters);
    
    Console.WriteLine(messageBatch);
    Response 200
    {
      "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"
    }
    Returns Examples
    Response 200
    {
      "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"
    }

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