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    Using the API

    Features overviewClient SDKsBeta headersErrors
    Messages
    Create a Message
    Count tokens in a Message
    Batches
    Create a Message Batch
    Retrieve a Message Batch
    List Message Batches
    Cancel a Message Batch
    Delete a Message Batch
    Retrieve Message Batch results
    Models
    List Models
    Get a Model
    Beta
    Models
    List Models
    Get a Model
    Messages
    Create a Message
    Count tokens in a Message
    Batches
    Create a Message Batch
    Retrieve a Message Batch
    List Message Batches
    Cancel a Message Batch
    Delete a Message Batch
    Retrieve Message Batch results
    Files
    Upload File
    List Files
    Download File
    Get File Metadata
    Delete File
    Skills
    Create Skill
    List Skills
    Get Skill
    Delete Skill
    Versions
    Create Skill Version
    List Skill Versions
    Get Skill Version
    Delete Skill Version
    Admin
    Organizations
    Get Current Organization
    Invites
    Create Invite
    Get Invite
    List Invites
    Delete Invite
    Users
    Get User
    List Users
    Update User
    Remove User
    Workspaces
    Create Workspace
    Get Workspace
    List Workspaces
    Update Workspace
    Archive Workspace
    Members
    Create Workspace Member
    Get Workspace Member
    List Workspace Members
    Update Workspace Member
    Delete Workspace Member
    API Keys
    Get Api Key
    List Api Keys
    Update Api Key
    Usage Report
    Get Messages Usage Report
    Get Claude Code Usage Report
    Cost Report
    Get Cost Report
    Completions
    Create a Text Completion

    Support & configuration

    Rate limitsService tiersVersionsIP addressesSupported regionsOpenAI SDK compatibility
    Console

    Beta

    ModelsExpand Collapse
    AnthropicBeta = Union[str, Literal["message-batches-2024-09-24", "prompt-caching-2024-07-31", "computer-use-2024-10-22", 15 more]]
    Accepts one of the following:
    UnionMember0 = str
    UnionMember1 = Literal["message-batches-2024-09-24", "prompt-caching-2024-07-31", "computer-use-2024-10-22", 15 more]
    Accepts one of the following:
    "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"
    "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"
    class BetaAPIError: …
    message: str
    type: Literal["api_error"]
    Accepts one of the following:
    "api_error"
    class BetaAuthenticationError: …
    message: str
    type: Literal["authentication_error"]
    Accepts one of the following:
    "authentication_error"
    class BetaBillingError: …
    message: str
    type: Literal["billing_error"]
    Accepts one of the following:
    "billing_error"
    BetaError = BetaError
    Accepts one of the following:
    class BetaInvalidRequestError: …
    message: str
    type: Literal["invalid_request_error"]
    Accepts one of the following:
    "invalid_request_error"
    class BetaAuthenticationError: …
    message: str
    type: Literal["authentication_error"]
    Accepts one of the following:
    "authentication_error"
    class BetaBillingError: …
    message: str
    type: Literal["billing_error"]
    Accepts one of the following:
    "billing_error"
    class BetaPermissionError: …
    message: str
    type: Literal["permission_error"]
    Accepts one of the following:
    "permission_error"
    class BetaNotFoundError: …
    message: str
    type: Literal["not_found_error"]
    Accepts one of the following:
    "not_found_error"
    class BetaRateLimitError: …
    message: str
    type: Literal["rate_limit_error"]
    Accepts one of the following:
    "rate_limit_error"
    class BetaGatewayTimeoutError: …
    message: str
    type: Literal["timeout_error"]
    Accepts one of the following:
    "timeout_error"
    class BetaAPIError: …
    message: str
    type: Literal["api_error"]
    Accepts one of the following:
    "api_error"
    class BetaOverloadedError: …
    message: str
    type: Literal["overloaded_error"]
    Accepts one of the following:
    "overloaded_error"
    class BetaErrorResponse: …
    error: BetaError
    Accepts one of the following:
    class BetaInvalidRequestError: …
    message: str
    type: Literal["invalid_request_error"]
    Accepts one of the following:
    "invalid_request_error"
    class BetaAuthenticationError: …
    message: str
    type: Literal["authentication_error"]
    Accepts one of the following:
    "authentication_error"
    class BetaBillingError: …
    message: str
    type: Literal["billing_error"]
    Accepts one of the following:
    "billing_error"
    class BetaPermissionError: …
    message: str
    type: Literal["permission_error"]
    Accepts one of the following:
    "permission_error"
    class BetaNotFoundError: …
    message: str
    type: Literal["not_found_error"]
    Accepts one of the following:
    "not_found_error"
    class BetaRateLimitError: …
    message: str
    type: Literal["rate_limit_error"]
    Accepts one of the following:
    "rate_limit_error"
    class BetaGatewayTimeoutError: …
    message: str
    type: Literal["timeout_error"]
    Accepts one of the following:
    "timeout_error"
    class BetaAPIError: …
    message: str
    type: Literal["api_error"]
    Accepts one of the following:
    "api_error"
    class BetaOverloadedError: …
    message: str
    type: Literal["overloaded_error"]
    Accepts one of the following:
    "overloaded_error"
    request_id: Optional[str]
    type: Literal["error"]
    Accepts one of the following:
    "error"
    class BetaGatewayTimeoutError: …
    message: str
    type: Literal["timeout_error"]
    Accepts one of the following:
    "timeout_error"
    class BetaInvalidRequestError: …
    message: str
    type: Literal["invalid_request_error"]
    Accepts one of the following:
    "invalid_request_error"
    class BetaNotFoundError: …
    message: str
    type: Literal["not_found_error"]
    Accepts one of the following:
    "not_found_error"
    class BetaOverloadedError: …
    message: str
    type: Literal["overloaded_error"]
    Accepts one of the following:
    "overloaded_error"
    class BetaPermissionError: …
    message: str
    type: Literal["permission_error"]
    Accepts one of the following:
    "permission_error"
    class BetaRateLimitError: …
    message: str
    type: Literal["rate_limit_error"]
    Accepts one of the following:
    "rate_limit_error"

    BetaFiles

    Delete File
    beta.files.delete(strfile_id, FileDeleteParams**kwargs) -> DeletedFile
    delete/v1/files/{file_id}?beta=true
    Download File
    beta.files.download(strfile_id, FileDownloadParams**kwargs) -> BinaryResponseContent
    get/v1/files/{file_id}/content?beta=true
    List Files
    beta.files.list(FileListParams**kwargs) -> SyncPage[FileMetadata]
    get/v1/files?beta=true
    Get File Metadata
    beta.files.retrieve_metadata(strfile_id, FileRetrieveMetadataParams**kwargs) -> FileMetadata
    get/v1/files/{file_id}?beta=true
    Upload File
    beta.files.upload(FileUploadParams**kwargs) -> FileMetadata
    post/v1/files?beta=true
    ModelsExpand Collapse
    class DeletedFile: …
    id: str

    ID of the deleted file.

    type: Optional[Literal["file_deleted"]]

    Deleted object type.

    For file deletion, this is always "file_deleted".

    Accepts one of the following:
    "file_deleted"
    class FileMetadata: …
    id: str

    Unique object identifier.

    The format and length of IDs may change over time.

    created_at: datetime

    RFC 3339 datetime string representing when the file was created.

    formatdate-time
    filename: str

    Original filename of the uploaded file.

    maxLength500
    minLength1
    mime_type: str

    MIME type of the file.

    maxLength255
    minLength1
    size_bytes: int

    Size of the file in bytes.

    minimum0
    type: Literal["file"]

    Object type.

    For files, this is always "file".

    Accepts one of the following:
    "file"
    downloadable: Optional[bool]

    Whether the file can be downloaded.

    BetaMessages

    Count tokens in a Message
    beta.messages.count_tokens(MessageCountTokensParams**kwargs) -> BetaMessageTokensCount
    post/v1/messages/count_tokens?beta=true
    Create a Message
    beta.messages.create(MessageCreateParams**kwargs) -> BetaMessage
    post/v1/messages?beta=true
    ModelsExpand Collapse
    class BetaAllThinkingTurns: …
    type: Literal["all"]
    Accepts one of the following:
    "all"
    class BetaBase64ImageSource: …
    data: str
    formatbyte
    media_type: Literal["image/jpeg", "image/png", "image/gif", "image/webp"]
    Accepts one of the following:
    "image/jpeg"
    "image/png"
    "image/gif"
    "image/webp"
    type: Literal["base64"]
    Accepts one of the following:
    "base64"
    class BetaBase64PDFSource: …
    data: str
    formatbyte
    media_type: Literal["application/pdf"]
    Accepts one of the following:
    "application/pdf"
    type: Literal["base64"]
    Accepts one of the following:
    "base64"
    class BetaBashCodeExecutionOutputBlock: …
    file_id: str
    type: Literal["bash_code_execution_output"]
    Accepts one of the following:
    "bash_code_execution_output"
    class BetaBashCodeExecutionOutputBlockParam: …
    file_id: str
    type: Literal["bash_code_execution_output"]
    Accepts one of the following:
    "bash_code_execution_output"
    class BetaBashCodeExecutionResultBlock: …
    content: List[BetaBashCodeExecutionOutputBlock]
    file_id: str
    type: Literal["bash_code_execution_output"]
    Accepts one of the following:
    "bash_code_execution_output"
    return_code: int
    stderr: str
    stdout: str
    type: Literal["bash_code_execution_result"]
    Accepts one of the following:
    "bash_code_execution_result"
    class BetaBashCodeExecutionResultBlockParam: …
    content: List[BetaBashCodeExecutionOutputBlockParam]
    file_id: str
    type: Literal["bash_code_execution_output"]
    Accepts one of the following:
    "bash_code_execution_output"
    return_code: int
    stderr: str
    stdout: str
    type: Literal["bash_code_execution_result"]
    Accepts one of the following:
    "bash_code_execution_result"
    class BetaBashCodeExecutionToolResultBlock: …
    content: Content
    Accepts one of the following:
    class BetaBashCodeExecutionToolResultError: …
    error_code: Literal["invalid_tool_input", "unavailable", "too_many_requests", 2 more]
    Accepts one of the following:
    "invalid_tool_input"
    "unavailable"
    "too_many_requests"
    "execution_time_exceeded"
    "output_file_too_large"
    type: Literal["bash_code_execution_tool_result_error"]
    Accepts one of the following:
    "bash_code_execution_tool_result_error"
    class BetaBashCodeExecutionResultBlock: …
    content: List[BetaBashCodeExecutionOutputBlock]
    file_id: str
    type: Literal["bash_code_execution_output"]
    Accepts one of the following:
    "bash_code_execution_output"
    return_code: int
    stderr: str
    stdout: str
    type: Literal["bash_code_execution_result"]
    Accepts one of the following:
    "bash_code_execution_result"
    tool_use_id: str
    type: Literal["bash_code_execution_tool_result"]
    Accepts one of the following:
    "bash_code_execution_tool_result"
    class BetaBashCodeExecutionToolResultBlockParam: …
    content: Content
    Accepts one of the following:
    class BetaBashCodeExecutionToolResultErrorParam: …
    error_code: Literal["invalid_tool_input", "unavailable", "too_many_requests", 2 more]
    Accepts one of the following:
    "invalid_tool_input"
    "unavailable"
    "too_many_requests"
    "execution_time_exceeded"
    "output_file_too_large"
    type: Literal["bash_code_execution_tool_result_error"]
    Accepts one of the following:
    "bash_code_execution_tool_result_error"
    class BetaBashCodeExecutionResultBlockParam: …
    content: List[BetaBashCodeExecutionOutputBlockParam]
    file_id: str
    type: Literal["bash_code_execution_output"]
    Accepts one of the following:
    "bash_code_execution_output"
    return_code: int
    stderr: str
    stdout: str
    type: Literal["bash_code_execution_result"]
    Accepts one of the following:
    "bash_code_execution_result"
    tool_use_id: str
    type: Literal["bash_code_execution_tool_result"]
    Accepts one of the following:
    "bash_code_execution_tool_result"
    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    class BetaBashCodeExecutionToolResultError: …
    error_code: Literal["invalid_tool_input", "unavailable", "too_many_requests", 2 more]
    Accepts one of the following:
    "invalid_tool_input"
    "unavailable"
    "too_many_requests"
    "execution_time_exceeded"
    "output_file_too_large"
    type: Literal["bash_code_execution_tool_result_error"]
    Accepts one of the following:
    "bash_code_execution_tool_result_error"
    class BetaBashCodeExecutionToolResultErrorParam: …
    error_code: Literal["invalid_tool_input", "unavailable", "too_many_requests", 2 more]
    Accepts one of the following:
    "invalid_tool_input"
    "unavailable"
    "too_many_requests"
    "execution_time_exceeded"
    "output_file_too_large"
    type: Literal["bash_code_execution_tool_result_error"]
    Accepts one of the following:
    "bash_code_execution_tool_result_error"
    class BetaCacheControlEphemeral: …
    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    class BetaCacheCreation: …
    ephemeral_1h_input_tokens: int

    The number of input tokens used to create the 1 hour cache entry.

    minimum0
    ephemeral_5m_input_tokens: int

    The number of input tokens used to create the 5 minute cache entry.

    minimum0
    class BetaCitationCharLocation: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    end_char_index: int
    file_id: Optional[str]
    start_char_index: int
    minimum0
    type: Literal["char_location"]
    Accepts one of the following:
    "char_location"
    class BetaCitationCharLocationParam: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    maxLength255
    minLength1
    end_char_index: int
    start_char_index: int
    minimum0
    type: Literal["char_location"]
    Accepts one of the following:
    "char_location"
    class BetaCitationConfig: …
    enabled: bool
    class BetaCitationContentBlockLocation: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    end_block_index: int
    file_id: Optional[str]
    start_block_index: int
    minimum0
    type: Literal["content_block_location"]
    Accepts one of the following:
    "content_block_location"
    class BetaCitationContentBlockLocationParam: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    maxLength255
    minLength1
    end_block_index: int
    start_block_index: int
    minimum0
    type: Literal["content_block_location"]
    Accepts one of the following:
    "content_block_location"
    class BetaCitationPageLocation: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    end_page_number: int
    file_id: Optional[str]
    start_page_number: int
    minimum1
    type: Literal["page_location"]
    Accepts one of the following:
    "page_location"
    class BetaCitationPageLocationParam: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    maxLength255
    minLength1
    end_page_number: int
    start_page_number: int
    minimum1
    type: Literal["page_location"]
    Accepts one of the following:
    "page_location"
    class BetaCitationSearchResultLocation: …
    cited_text: str
    end_block_index: int
    search_result_index: int
    minimum0
    source: str
    start_block_index: int
    minimum0
    title: Optional[str]
    type: Literal["search_result_location"]
    Accepts one of the following:
    "search_result_location"
    class BetaCitationSearchResultLocationParam: …
    cited_text: str
    end_block_index: int
    search_result_index: int
    minimum0
    source: str
    start_block_index: int
    minimum0
    title: Optional[str]
    type: Literal["search_result_location"]
    Accepts one of the following:
    "search_result_location"
    class BetaCitationWebSearchResultLocationParam: …
    cited_text: str
    encrypted_index: str
    title: Optional[str]
    maxLength512
    minLength1
    type: Literal["web_search_result_location"]
    Accepts one of the following:
    "web_search_result_location"
    url: str
    maxLength2048
    minLength1
    class BetaCitationsConfigParam: …
    enabled: Optional[bool]
    class BetaCitationsDelta: …
    citation: Citation
    Accepts one of the following:
    class BetaCitationCharLocation: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    end_char_index: int
    file_id: Optional[str]
    start_char_index: int
    minimum0
    type: Literal["char_location"]
    Accepts one of the following:
    "char_location"
    class BetaCitationPageLocation: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    end_page_number: int
    file_id: Optional[str]
    start_page_number: int
    minimum1
    type: Literal["page_location"]
    Accepts one of the following:
    "page_location"
    class BetaCitationContentBlockLocation: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    end_block_index: int
    file_id: Optional[str]
    start_block_index: int
    minimum0
    type: Literal["content_block_location"]
    Accepts one of the following:
    "content_block_location"
    class BetaCitationsWebSearchResultLocation: …
    cited_text: str
    encrypted_index: str
    title: Optional[str]
    maxLength512
    type: Literal["web_search_result_location"]
    Accepts one of the following:
    "web_search_result_location"
    url: str
    class BetaCitationSearchResultLocation: …
    cited_text: str
    end_block_index: int
    search_result_index: int
    minimum0
    source: str
    start_block_index: int
    minimum0
    title: Optional[str]
    type: Literal["search_result_location"]
    Accepts one of the following:
    "search_result_location"
    type: Literal["citations_delta"]
    Accepts one of the following:
    "citations_delta"
    class BetaCitationsWebSearchResultLocation: …
    cited_text: str
    encrypted_index: str
    title: Optional[str]
    maxLength512
    type: Literal["web_search_result_location"]
    Accepts one of the following:
    "web_search_result_location"
    url: str
    class BetaClearThinking20251015Edit: …
    type: Literal["clear_thinking_20251015"]
    Accepts one of the following:
    "clear_thinking_20251015"
    keep: Optional[Keep]

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

    Accepts one of the following:
    class BetaThinkingTurns: …
    type: Literal["thinking_turns"]
    Accepts one of the following:
    "thinking_turns"
    value: int
    minimum1
    class BetaAllThinkingTurns: …
    type: Literal["all"]
    Accepts one of the following:
    "all"
    KeepUnionMember2 = Literal["all"]
    Accepts one of the following:
    "all"
    class BetaClearThinking20251015EditResponse: …
    cleared_input_tokens: int

    Number of input tokens cleared by this edit.

    minimum0
    cleared_thinking_turns: int

    Number of thinking turns that were cleared.

    minimum0
    type: Literal["clear_thinking_20251015"]

    The type of context management edit applied.

    Accepts one of the following:
    "clear_thinking_20251015"
    class BetaClearToolUses20250919Edit: …
    type: Literal["clear_tool_uses_20250919"]
    Accepts one of the following:
    "clear_tool_uses_20250919"
    clear_at_least: Optional[BetaInputTokensClearAtLeast]

    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: Literal["input_tokens"]
    Accepts one of the following:
    "input_tokens"
    value: int
    minimum0
    clear_tool_inputs: Optional[Union[bool, List[str], null]]

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

    Accepts one of the following:
    ClearToolInputsUnionMember0 = bool
    ClearToolInputsUnionMember1 = List[str]
    exclude_tools: Optional[List[str]]

    Tool names whose uses are preserved from clearing

    keep: Optional[BetaToolUsesKeep]

    Number of tool uses to retain in the conversation

    type: Literal["tool_uses"]
    Accepts one of the following:
    "tool_uses"
    value: int
    minimum0
    trigger: Optional[Trigger]

    Condition that triggers the context management strategy

    Accepts one of the following:
    class BetaInputTokensTrigger: …
    type: Literal["input_tokens"]
    Accepts one of the following:
    "input_tokens"
    value: int
    minimum1
    class BetaToolUsesTrigger: …
    type: Literal["tool_uses"]
    Accepts one of the following:
    "tool_uses"
    value: int
    minimum1
    class BetaClearToolUses20250919EditResponse: …
    cleared_input_tokens: int

    Number of input tokens cleared by this edit.

    minimum0
    cleared_tool_uses: int

    Number of tool uses that were cleared.

    minimum0
    type: Literal["clear_tool_uses_20250919"]

    The type of context management edit applied.

    Accepts one of the following:
    "clear_tool_uses_20250919"
    class BetaCodeExecutionOutputBlock: …
    file_id: str
    type: Literal["code_execution_output"]
    Accepts one of the following:
    "code_execution_output"
    class BetaCodeExecutionOutputBlockParam: …
    file_id: str
    type: Literal["code_execution_output"]
    Accepts one of the following:
    "code_execution_output"
    class BetaCodeExecutionResultBlock: …
    content: List[BetaCodeExecutionOutputBlock]
    file_id: str
    type: Literal["code_execution_output"]
    Accepts one of the following:
    "code_execution_output"
    return_code: int
    stderr: str
    stdout: str
    type: Literal["code_execution_result"]
    Accepts one of the following:
    "code_execution_result"
    class BetaCodeExecutionResultBlockParam: …
    content: List[BetaCodeExecutionOutputBlockParam]
    file_id: str
    type: Literal["code_execution_output"]
    Accepts one of the following:
    "code_execution_output"
    return_code: int
    stderr: str
    stdout: str
    type: Literal["code_execution_result"]
    Accepts one of the following:
    "code_execution_result"
    class BetaCodeExecutionTool20250522: …
    name: Literal["code_execution"]

    Name of the tool.

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

    Accepts one of the following:
    "code_execution"
    type: Literal["code_execution_20250522"]
    Accepts one of the following:
    "code_execution_20250522"
    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    class BetaCodeExecutionTool20250825: …
    name: Literal["code_execution"]

    Name of the tool.

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

    Accepts one of the following:
    "code_execution"
    type: Literal["code_execution_20250825"]
    Accepts one of the following:
    "code_execution_20250825"
    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    class BetaCodeExecutionToolResultBlock: …
    content: BetaCodeExecutionToolResultBlockContent
    Accepts one of the following:
    class BetaCodeExecutionToolResultError: …
    error_code: BetaCodeExecutionToolResultErrorCode
    Accepts one of the following:
    "invalid_tool_input"
    "unavailable"
    "too_many_requests"
    "execution_time_exceeded"
    type: Literal["code_execution_tool_result_error"]
    Accepts one of the following:
    "code_execution_tool_result_error"
    class BetaCodeExecutionResultBlock: …
    content: List[BetaCodeExecutionOutputBlock]
    file_id: str
    type: Literal["code_execution_output"]
    Accepts one of the following:
    "code_execution_output"
    return_code: int
    stderr: str
    stdout: str
    type: Literal["code_execution_result"]
    Accepts one of the following:
    "code_execution_result"
    tool_use_id: str
    type: Literal["code_execution_tool_result"]
    Accepts one of the following:
    "code_execution_tool_result"
    BetaCodeExecutionToolResultBlockContent = BetaCodeExecutionToolResultBlockContent
    Accepts one of the following:
    class BetaCodeExecutionToolResultError: …
    error_code: BetaCodeExecutionToolResultErrorCode
    Accepts one of the following:
    "invalid_tool_input"
    "unavailable"
    "too_many_requests"
    "execution_time_exceeded"
    type: Literal["code_execution_tool_result_error"]
    Accepts one of the following:
    "code_execution_tool_result_error"
    class BetaCodeExecutionResultBlock: …
    content: List[BetaCodeExecutionOutputBlock]
    file_id: str
    type: Literal["code_execution_output"]
    Accepts one of the following:
    "code_execution_output"
    return_code: int
    stderr: str
    stdout: str
    type: Literal["code_execution_result"]
    Accepts one of the following:
    "code_execution_result"
    class BetaCodeExecutionToolResultBlockParam: …
    content: BetaCodeExecutionToolResultBlockParamContent
    Accepts one of the following:
    class BetaCodeExecutionToolResultErrorParam: …
    error_code: BetaCodeExecutionToolResultErrorCode
    Accepts one of the following:
    "invalid_tool_input"
    "unavailable"
    "too_many_requests"
    "execution_time_exceeded"
    type: Literal["code_execution_tool_result_error"]
    Accepts one of the following:
    "code_execution_tool_result_error"
    class BetaCodeExecutionResultBlockParam: …
    content: List[BetaCodeExecutionOutputBlockParam]
    file_id: str
    type: Literal["code_execution_output"]
    Accepts one of the following:
    "code_execution_output"
    return_code: int
    stderr: str
    stdout: str
    type: Literal["code_execution_result"]
    Accepts one of the following:
    "code_execution_result"
    tool_use_id: str
    type: Literal["code_execution_tool_result"]
    Accepts one of the following:
    "code_execution_tool_result"
    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    BetaCodeExecutionToolResultBlockParamContent = BetaCodeExecutionToolResultBlockParamContent
    Accepts one of the following:
    class BetaCodeExecutionToolResultErrorParam: …
    error_code: BetaCodeExecutionToolResultErrorCode
    Accepts one of the following:
    "invalid_tool_input"
    "unavailable"
    "too_many_requests"
    "execution_time_exceeded"
    type: Literal["code_execution_tool_result_error"]
    Accepts one of the following:
    "code_execution_tool_result_error"
    class BetaCodeExecutionResultBlockParam: …
    content: List[BetaCodeExecutionOutputBlockParam]
    file_id: str
    type: Literal["code_execution_output"]
    Accepts one of the following:
    "code_execution_output"
    return_code: int
    stderr: str
    stdout: str
    type: Literal["code_execution_result"]
    Accepts one of the following:
    "code_execution_result"
    class BetaCodeExecutionToolResultError: …
    error_code: BetaCodeExecutionToolResultErrorCode
    Accepts one of the following:
    "invalid_tool_input"
    "unavailable"
    "too_many_requests"
    "execution_time_exceeded"
    type: Literal["code_execution_tool_result_error"]
    Accepts one of the following:
    "code_execution_tool_result_error"
    BetaCodeExecutionToolResultErrorCode = Literal["invalid_tool_input", "unavailable", "too_many_requests", "execution_time_exceeded"]
    Accepts one of the following:
    "invalid_tool_input"
    "unavailable"
    "too_many_requests"
    "execution_time_exceeded"
    class BetaCodeExecutionToolResultErrorParam: …
    error_code: BetaCodeExecutionToolResultErrorCode
    Accepts one of the following:
    "invalid_tool_input"
    "unavailable"
    "too_many_requests"
    "execution_time_exceeded"
    type: Literal["code_execution_tool_result_error"]
    Accepts one of the following:
    "code_execution_tool_result_error"
    class BetaContainer: …

    Information about the container used in the request (for the code execution tool)

    id: str

    Identifier for the container used in this request

    expires_at: datetime

    The time at which the container will expire.

    formatdate-time
    skills: Optional[List[BetaSkill]]

    Skills loaded in the container

    skill_id: str

    Skill ID

    maxLength64
    minLength1
    type: Literal["anthropic", "custom"]

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

    Accepts one of the following:
    "anthropic"
    "custom"
    version: str

    Skill version or 'latest' for most recent version

    maxLength64
    minLength1
    class BetaContainerParams: …

    Container parameters with skills to be loaded.

    id: Optional[str]

    Container id

    skills: Optional[List[BetaSkillParams]]

    List of skills to load in the container

    skill_id: str

    Skill ID

    maxLength64
    minLength1
    type: Literal["anthropic", "custom"]

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

    Accepts one of the following:
    "anthropic"
    "custom"
    version: Optional[str]

    Skill version or 'latest' for most recent version

    maxLength64
    minLength1
    class BetaContainerUploadBlock: …

    Response model for a file uploaded to the container.

    file_id: str
    type: Literal["container_upload"]
    Accepts one of the following:
    "container_upload"
    class BetaContainerUploadBlockParam: …

    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.

    file_id: str
    type: Literal["container_upload"]
    Accepts one of the following:
    "container_upload"
    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    BetaContentBlock = BetaContentBlock

    Response model for a file uploaded to the container.

    Accepts one of the following:
    class BetaTextBlock: …
    citations: Optional[List[BetaTextCitation]]

    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.

    Accepts one of the following:
    class BetaCitationCharLocation: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    end_char_index: int
    file_id: Optional[str]
    start_char_index: int
    minimum0
    type: Literal["char_location"]
    Accepts one of the following:
    "char_location"
    class BetaCitationPageLocation: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    end_page_number: int
    file_id: Optional[str]
    start_page_number: int
    minimum1
    type: Literal["page_location"]
    Accepts one of the following:
    "page_location"
    class BetaCitationContentBlockLocation: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    end_block_index: int
    file_id: Optional[str]
    start_block_index: int
    minimum0
    type: Literal["content_block_location"]
    Accepts one of the following:
    "content_block_location"
    class BetaCitationsWebSearchResultLocation: …
    cited_text: str
    encrypted_index: str
    title: Optional[str]
    maxLength512
    type: Literal["web_search_result_location"]
    Accepts one of the following:
    "web_search_result_location"
    url: str
    class BetaCitationSearchResultLocation: …
    cited_text: str
    end_block_index: int
    search_result_index: int
    minimum0
    source: str
    start_block_index: int
    minimum0
    title: Optional[str]
    type: Literal["search_result_location"]
    Accepts one of the following:
    "search_result_location"
    text: str
    maxLength5000000
    minLength0
    type: Literal["text"]
    Accepts one of the following:
    "text"
    class BetaThinkingBlock: …
    signature: str
    thinking: str
    type: Literal["thinking"]
    Accepts one of the following:
    "thinking"
    class BetaRedactedThinkingBlock: …
    data: str
    type: Literal["redacted_thinking"]
    Accepts one of the following:
    "redacted_thinking"
    class BetaToolUseBlock: …
    id: str
    input: Dict[str, object]
    name: str
    minLength1
    type: Literal["tool_use"]
    Accepts one of the following:
    "tool_use"
    class BetaServerToolUseBlock: …
    id: str
    input: Dict[str, object]
    name: Literal["web_search", "web_fetch", "code_execution", 2 more]
    Accepts one of the following:
    "web_search"
    "web_fetch"
    "code_execution"
    "bash_code_execution"
    "text_editor_code_execution"
    type: Literal["server_tool_use"]
    Accepts one of the following:
    "server_tool_use"
    class BetaWebSearchToolResultBlock: …
    content: BetaWebSearchToolResultBlockContent
    Accepts one of the following:
    class BetaWebSearchToolResultError: …
    error_code: BetaWebSearchToolResultErrorCode
    Accepts one of the following:
    "invalid_tool_input"
    "unavailable"
    "max_uses_exceeded"
    "too_many_requests"
    "query_too_long"
    type: Literal["web_search_tool_result_error"]
    Accepts one of the following:
    "web_search_tool_result_error"
    UnionMember1 = List[BetaWebSearchResultBlock]
    encrypted_content: str
    page_age: Optional[str]
    title: str
    type: Literal["web_search_result"]
    Accepts one of the following:
    "web_search_result"
    url: str
    tool_use_id: str
    type: Literal["web_search_tool_result"]
    Accepts one of the following:
    "web_search_tool_result"
    class BetaWebFetchToolResultBlock: …
    content: Content
    Accepts one of the following:
    class BetaWebFetchToolResultErrorBlock: …
    error_code: BetaWebFetchToolResultErrorCode
    Accepts one of the following:
    "invalid_tool_input"
    "url_too_long"
    "url_not_allowed"
    "url_not_accessible"
    "unsupported_content_type"
    "too_many_requests"
    "max_uses_exceeded"
    "unavailable"
    type: Literal["web_fetch_tool_result_error"]
    Accepts one of the following:
    "web_fetch_tool_result_error"
    class BetaWebFetchBlock: …
    content: BetaDocumentBlock
    citations: Optional[BetaCitationConfig]

    Citation configuration for the document

    enabled: bool
    source: Source
    Accepts one of the following:
    class BetaBase64PDFSource: …
    data: str
    formatbyte
    media_type: Literal["application/pdf"]
    Accepts one of the following:
    "application/pdf"
    type: Literal["base64"]
    Accepts one of the following:
    "base64"
    class BetaPlainTextSource: …
    data: str
    media_type: Literal["text/plain"]
    Accepts one of the following:
    "text/plain"
    type: Literal["text"]
    Accepts one of the following:
    "text"
    title: Optional[str]

    The title of the document

    type: Literal["document"]
    Accepts one of the following:
    "document"
    retrieved_at: Optional[str]

    ISO 8601 timestamp when the content was retrieved

    type: Literal["web_fetch_result"]
    Accepts one of the following:
    "web_fetch_result"
    url: str

    Fetched content URL

    tool_use_id: str
    type: Literal["web_fetch_tool_result"]
    Accepts one of the following:
    "web_fetch_tool_result"
    class BetaCodeExecutionToolResultBlock: …
    content: BetaCodeExecutionToolResultBlockContent
    Accepts one of the following:
    class BetaCodeExecutionToolResultError: …
    error_code: BetaCodeExecutionToolResultErrorCode
    Accepts one of the following:
    "invalid_tool_input"
    "unavailable"
    "too_many_requests"
    "execution_time_exceeded"
    type: Literal["code_execution_tool_result_error"]
    Accepts one of the following:
    "code_execution_tool_result_error"
    class BetaCodeExecutionResultBlock: …
    content: List[BetaCodeExecutionOutputBlock]
    file_id: str
    type: Literal["code_execution_output"]
    Accepts one of the following:
    "code_execution_output"
    return_code: int
    stderr: str
    stdout: str
    type: Literal["code_execution_result"]
    Accepts one of the following:
    "code_execution_result"
    tool_use_id: str
    type: Literal["code_execution_tool_result"]
    Accepts one of the following:
    "code_execution_tool_result"
    class BetaBashCodeExecutionToolResultBlock: …
    content: Content
    Accepts one of the following:
    class BetaBashCodeExecutionToolResultError: …
    error_code: Literal["invalid_tool_input", "unavailable", "too_many_requests", 2 more]
    Accepts one of the following:
    "invalid_tool_input"
    "unavailable"
    "too_many_requests"
    "execution_time_exceeded"
    "output_file_too_large"
    type: Literal["bash_code_execution_tool_result_error"]
    Accepts one of the following:
    "bash_code_execution_tool_result_error"
    class BetaBashCodeExecutionResultBlock: …
    content: List[BetaBashCodeExecutionOutputBlock]
    file_id: str
    type: Literal["bash_code_execution_output"]
    Accepts one of the following:
    "bash_code_execution_output"
    return_code: int
    stderr: str
    stdout: str
    type: Literal["bash_code_execution_result"]
    Accepts one of the following:
    "bash_code_execution_result"
    tool_use_id: str
    type: Literal["bash_code_execution_tool_result"]
    Accepts one of the following:
    "bash_code_execution_tool_result"
    class BetaTextEditorCodeExecutionToolResultBlock: …
    content: Content
    Accepts one of the following:
    class BetaTextEditorCodeExecutionToolResultError: …
    error_code: Literal["invalid_tool_input", "unavailable", "too_many_requests", 2 more]
    Accepts one of the following:
    "invalid_tool_input"
    "unavailable"
    "too_many_requests"
    "execution_time_exceeded"
    "file_not_found"
    error_message: Optional[str]
    type: Literal["text_editor_code_execution_tool_result_error"]
    Accepts one of the following:
    "text_editor_code_execution_tool_result_error"
    class BetaTextEditorCodeExecutionViewResultBlock: …
    content: str
    file_type: Literal["text", "image", "pdf"]
    Accepts one of the following:
    "text"
    "image"
    "pdf"
    num_lines: Optional[int]
    start_line: Optional[int]
    total_lines: Optional[int]
    type: Literal["text_editor_code_execution_view_result"]
    Accepts one of the following:
    "text_editor_code_execution_view_result"
    class BetaTextEditorCodeExecutionCreateResultBlock: …
    is_file_update: bool
    type: Literal["text_editor_code_execution_create_result"]
    Accepts one of the following:
    "text_editor_code_execution_create_result"
    class BetaTextEditorCodeExecutionStrReplaceResultBlock: …
    lines: Optional[List[str]]
    new_lines: Optional[int]
    new_start: Optional[int]
    old_lines: Optional[int]
    old_start: Optional[int]
    type: Literal["text_editor_code_execution_str_replace_result"]
    Accepts one of the following:
    "text_editor_code_execution_str_replace_result"
    tool_use_id: str
    type: Literal["text_editor_code_execution_tool_result"]
    Accepts one of the following:
    "text_editor_code_execution_tool_result"
    class BetaMCPToolUseBlock: …
    id: str
    input: Dict[str, object]
    name: str

    The name of the MCP tool

    server_name: str

    The name of the MCP server

    type: Literal["mcp_tool_use"]
    Accepts one of the following:
    "mcp_tool_use"
    class BetaMCPToolResultBlock: …
    content: Union[str, List[BetaTextBlock]]
    Accepts one of the following:
    ContentUnionMember0 = str
    ContentBetaMCPToolResultBlockContent = List[BetaTextBlock]
    citations: Optional[List[BetaTextCitation]]

    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.

    Accepts one of the following:
    class BetaCitationCharLocation: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    end_char_index: int
    file_id: Optional[str]
    start_char_index: int
    minimum0
    type: Literal["char_location"]
    Accepts one of the following:
    "char_location"
    class BetaCitationPageLocation: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    end_page_number: int
    file_id: Optional[str]
    start_page_number: int
    minimum1
    type: Literal["page_location"]
    Accepts one of the following:
    "page_location"
    class BetaCitationContentBlockLocation: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    end_block_index: int
    file_id: Optional[str]
    start_block_index: int
    minimum0
    type: Literal["content_block_location"]
    Accepts one of the following:
    "content_block_location"
    class BetaCitationsWebSearchResultLocation: …
    cited_text: str
    encrypted_index: str
    title: Optional[str]
    maxLength512
    type: Literal["web_search_result_location"]
    Accepts one of the following:
    "web_search_result_location"
    url: str
    class BetaCitationSearchResultLocation: …
    cited_text: str
    end_block_index: int
    search_result_index: int
    minimum0
    source: str
    start_block_index: int
    minimum0
    title: Optional[str]
    type: Literal["search_result_location"]
    Accepts one of the following:
    "search_result_location"
    text: str
    maxLength5000000
    minLength0
    type: Literal["text"]
    Accepts one of the following:
    "text"
    is_error: bool
    tool_use_id: str
    type: Literal["mcp_tool_result"]
    Accepts one of the following:
    "mcp_tool_result"
    class BetaContainerUploadBlock: …

    Response model for a file uploaded to the container.

    file_id: str
    type: Literal["container_upload"]
    Accepts one of the following:
    "container_upload"
    BetaContentBlockParam = BetaContentBlockParam

    Regular text content.

    Accepts one of the following:
    class BetaTextBlockParam: …
    text: str
    minLength1
    type: Literal["text"]
    Accepts one of the following:
    "text"
    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    citations: Optional[List[BetaTextCitationParam]]
    Accepts one of the following:
    class BetaCitationCharLocationParam: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    maxLength255
    minLength1
    end_char_index: int
    start_char_index: int
    minimum0
    type: Literal["char_location"]
    Accepts one of the following:
    "char_location"
    class BetaCitationPageLocationParam: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    maxLength255
    minLength1
    end_page_number: int
    start_page_number: int
    minimum1
    type: Literal["page_location"]
    Accepts one of the following:
    "page_location"
    class BetaCitationContentBlockLocationParam: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    maxLength255
    minLength1
    end_block_index: int
    start_block_index: int
    minimum0
    type: Literal["content_block_location"]
    Accepts one of the following:
    "content_block_location"
    class BetaCitationWebSearchResultLocationParam: …
    cited_text: str
    encrypted_index: str
    title: Optional[str]
    maxLength512
    minLength1
    type: Literal["web_search_result_location"]
    Accepts one of the following:
    "web_search_result_location"
    url: str
    maxLength2048
    minLength1
    class BetaCitationSearchResultLocationParam: …
    cited_text: str
    end_block_index: int
    search_result_index: int
    minimum0
    source: str
    start_block_index: int
    minimum0
    title: Optional[str]
    type: Literal["search_result_location"]
    Accepts one of the following:
    "search_result_location"
    class BetaImageBlockParam: …
    source: Source
    Accepts one of the following:
    class BetaBase64ImageSource: …
    data: str
    formatbyte
    media_type: Literal["image/jpeg", "image/png", "image/gif", "image/webp"]
    Accepts one of the following:
    "image/jpeg"
    "image/png"
    "image/gif"
    "image/webp"
    type: Literal["base64"]
    Accepts one of the following:
    "base64"
    class BetaURLImageSource: …
    type: Literal["url"]
    Accepts one of the following:
    "url"
    url: str
    class BetaFileImageSource: …
    file_id: str
    type: Literal["file"]
    Accepts one of the following:
    "file"
    type: Literal["image"]
    Accepts one of the following:
    "image"
    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    class BetaRequestDocumentBlock: …
    source: Source
    Accepts one of the following:
    class BetaBase64PDFSource: …
    data: str
    formatbyte
    media_type: Literal["application/pdf"]
    Accepts one of the following:
    "application/pdf"
    type: Literal["base64"]
    Accepts one of the following:
    "base64"
    class BetaPlainTextSource: …
    data: str
    media_type: Literal["text/plain"]
    Accepts one of the following:
    "text/plain"
    type: Literal["text"]
    Accepts one of the following:
    "text"
    class BetaContentBlockSource: …
    content: Union[str, List[BetaContentBlockSourceContent]]
    Accepts one of the following:
    ContentUnionMember0 = str
    ContentBetaContentBlockSourceContent = List[BetaContentBlockSourceContent]
    Accepts one of the following:
    class BetaTextBlockParam: …
    text: str
    minLength1
    type: Literal["text"]
    Accepts one of the following:
    "text"
    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    citations: Optional[List[BetaTextCitationParam]]
    Accepts one of the following:
    class BetaCitationCharLocationParam: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    maxLength255
    minLength1
    end_char_index: int
    start_char_index: int
    minimum0
    type: Literal["char_location"]
    Accepts one of the following:
    "char_location"
    class BetaCitationPageLocationParam: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    maxLength255
    minLength1
    end_page_number: int
    start_page_number: int
    minimum1
    type: Literal["page_location"]
    Accepts one of the following:
    "page_location"
    class BetaCitationContentBlockLocationParam: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    maxLength255
    minLength1
    end_block_index: int
    start_block_index: int
    minimum0
    type: Literal["content_block_location"]
    Accepts one of the following:
    "content_block_location"
    class BetaCitationWebSearchResultLocationParam: …
    cited_text: str
    encrypted_index: str
    title: Optional[str]
    maxLength512
    minLength1
    type: Literal["web_search_result_location"]
    Accepts one of the following:
    "web_search_result_location"
    url: str
    maxLength2048
    minLength1
    class BetaCitationSearchResultLocationParam: …
    cited_text: str
    end_block_index: int
    search_result_index: int
    minimum0
    source: str
    start_block_index: int
    minimum0
    title: Optional[str]
    type: Literal["search_result_location"]
    Accepts one of the following:
    "search_result_location"
    class BetaImageBlockParam: …
    source: Source
    Accepts one of the following:
    class BetaBase64ImageSource: …
    data: str
    formatbyte
    media_type: Literal["image/jpeg", "image/png", "image/gif", "image/webp"]
    Accepts one of the following:
    "image/jpeg"
    "image/png"
    "image/gif"
    "image/webp"
    type: Literal["base64"]
    Accepts one of the following:
    "base64"
    class BetaURLImageSource: …
    type: Literal["url"]
    Accepts one of the following:
    "url"
    url: str
    class BetaFileImageSource: …
    file_id: str
    type: Literal["file"]
    Accepts one of the following:
    "file"
    type: Literal["image"]
    Accepts one of the following:
    "image"
    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    type: Literal["content"]
    Accepts one of the following:
    "content"
    class BetaURLPDFSource: …
    type: Literal["url"]
    Accepts one of the following:
    "url"
    url: str
    class BetaFileDocumentSource: …
    file_id: str
    type: Literal["file"]
    Accepts one of the following:
    "file"
    type: Literal["document"]
    Accepts one of the following:
    "document"
    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    citations: Optional[BetaCitationsConfigParam]
    enabled: Optional[bool]
    context: Optional[str]
    minLength1
    title: Optional[str]
    maxLength500
    minLength1
    class BetaSearchResultBlockParam: …
    content: List[BetaTextBlockParam]
    text: str
    minLength1
    type: Literal["text"]
    Accepts one of the following:
    "text"
    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    citations: Optional[List[BetaTextCitationParam]]
    Accepts one of the following:
    class BetaCitationCharLocationParam: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    maxLength255
    minLength1
    end_char_index: int
    start_char_index: int
    minimum0
    type: Literal["char_location"]
    Accepts one of the following:
    "char_location"
    class BetaCitationPageLocationParam: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    maxLength255
    minLength1
    end_page_number: int
    start_page_number: int
    minimum1
    type: Literal["page_location"]
    Accepts one of the following:
    "page_location"
    class BetaCitationContentBlockLocationParam: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    maxLength255
    minLength1
    end_block_index: int
    start_block_index: int
    minimum0
    type: Literal["content_block_location"]
    Accepts one of the following:
    "content_block_location"
    class BetaCitationWebSearchResultLocationParam: …
    cited_text: str
    encrypted_index: str
    title: Optional[str]
    maxLength512
    minLength1
    type: Literal["web_search_result_location"]
    Accepts one of the following:
    "web_search_result_location"
    url: str
    maxLength2048
    minLength1
    class BetaCitationSearchResultLocationParam: …
    cited_text: str
    end_block_index: int
    search_result_index: int
    minimum0
    source: str
    start_block_index: int
    minimum0
    title: Optional[str]
    type: Literal["search_result_location"]
    Accepts one of the following:
    "search_result_location"
    source: str
    title: str
    type: Literal["search_result"]
    Accepts one of the following:
    "search_result"
    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    citations: Optional[BetaCitationsConfigParam]
    enabled: Optional[bool]
    class BetaThinkingBlockParam: …
    signature: str
    thinking: str
    type: Literal["thinking"]
    Accepts one of the following:
    "thinking"
    class BetaRedactedThinkingBlockParam: …
    data: str
    type: Literal["redacted_thinking"]
    Accepts one of the following:
    "redacted_thinking"
    class BetaToolUseBlockParam: …
    id: str
    input: Dict[str, object]
    name: str
    maxLength200
    minLength1
    type: Literal["tool_use"]
    Accepts one of the following:
    "tool_use"
    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    class BetaToolResultBlockParam: …
    tool_use_id: str
    type: Literal["tool_result"]
    Accepts one of the following:
    "tool_result"
    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    content: Optional[Union[str, List[Content], null]]
    Accepts one of the following:
    ContentUnionMember0 = str
    Content = List[Content]
    Accepts one of the following:
    class BetaTextBlockParam: …
    text: str
    minLength1
    type: Literal["text"]
    Accepts one of the following:
    "text"
    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    citations: Optional[List[BetaTextCitationParam]]
    Accepts one of the following:
    class BetaCitationCharLocationParam: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    maxLength255
    minLength1
    end_char_index: int
    start_char_index: int
    minimum0
    type: Literal["char_location"]
    Accepts one of the following:
    "char_location"
    class BetaCitationPageLocationParam: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    maxLength255
    minLength1
    end_page_number: int
    start_page_number: int
    minimum1
    type: Literal["page_location"]
    Accepts one of the following:
    "page_location"
    class BetaCitationContentBlockLocationParam: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    maxLength255
    minLength1
    end_block_index: int
    start_block_index: int
    minimum0
    type: Literal["content_block_location"]
    Accepts one of the following:
    "content_block_location"
    class BetaCitationWebSearchResultLocationParam: …
    cited_text: str
    encrypted_index: str
    title: Optional[str]
    maxLength512
    minLength1
    type: Literal["web_search_result_location"]
    Accepts one of the following:
    "web_search_result_location"
    url: str
    maxLength2048
    minLength1
    class BetaCitationSearchResultLocationParam: …
    cited_text: str
    end_block_index: int
    search_result_index: int
    minimum0
    source: str
    start_block_index: int
    minimum0
    title: Optional[str]
    type: Literal["search_result_location"]
    Accepts one of the following:
    "search_result_location"
    class BetaImageBlockParam: …
    source: Source
    Accepts one of the following:
    class BetaBase64ImageSource: …
    data: str
    formatbyte
    media_type: Literal["image/jpeg", "image/png", "image/gif", "image/webp"]
    Accepts one of the following:
    "image/jpeg"
    "image/png"
    "image/gif"
    "image/webp"
    type: Literal["base64"]
    Accepts one of the following:
    "base64"
    class BetaURLImageSource: …
    type: Literal["url"]
    Accepts one of the following:
    "url"
    url: str
    class BetaFileImageSource: …
    file_id: str
    type: Literal["file"]
    Accepts one of the following:
    "file"
    type: Literal["image"]
    Accepts one of the following:
    "image"
    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    class BetaSearchResultBlockParam: …
    content: List[BetaTextBlockParam]
    text: str
    minLength1
    type: Literal["text"]
    Accepts one of the following:
    "text"
    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    citations: Optional[List[BetaTextCitationParam]]
    Accepts one of the following:
    class BetaCitationCharLocationParam: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    maxLength255
    minLength1
    end_char_index: int
    start_char_index: int
    minimum0
    type: Literal["char_location"]
    Accepts one of the following:
    "char_location"
    class BetaCitationPageLocationParam: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    maxLength255
    minLength1
    end_page_number: int
    start_page_number: int
    minimum1
    type: Literal["page_location"]
    Accepts one of the following:
    "page_location"
    class BetaCitationContentBlockLocationParam: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    maxLength255
    minLength1
    end_block_index: int
    start_block_index: int
    minimum0
    type: Literal["content_block_location"]
    Accepts one of the following:
    "content_block_location"
    class BetaCitationWebSearchResultLocationParam: …
    cited_text: str
    encrypted_index: str
    title: Optional[str]
    maxLength512
    minLength1
    type: Literal["web_search_result_location"]
    Accepts one of the following:
    "web_search_result_location"
    url: str
    maxLength2048
    minLength1
    class BetaCitationSearchResultLocationParam: …
    cited_text: str
    end_block_index: int
    search_result_index: int
    minimum0
    source: str
    start_block_index: int
    minimum0
    title: Optional[str]
    type: Literal["search_result_location"]
    Accepts one of the following:
    "search_result_location"
    source: str
    title: str
    type: Literal["search_result"]
    Accepts one of the following:
    "search_result"
    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    citations: Optional[BetaCitationsConfigParam]
    enabled: Optional[bool]
    class BetaRequestDocumentBlock: …
    source: Source
    Accepts one of the following:
    class BetaBase64PDFSource: …
    data: str
    formatbyte
    media_type: Literal["application/pdf"]
    Accepts one of the following:
    "application/pdf"
    type: Literal["base64"]
    Accepts one of the following:
    "base64"
    class BetaPlainTextSource: …
    data: str
    media_type: Literal["text/plain"]
    Accepts one of the following:
    "text/plain"
    type: Literal["text"]
    Accepts one of the following:
    "text"
    class BetaContentBlockSource: …
    content: Union[str, List[BetaContentBlockSourceContent]]
    Accepts one of the following:
    ContentUnionMember0 = str
    ContentBetaContentBlockSourceContent = List[BetaContentBlockSourceContent]
    Accepts one of the following:
    class BetaTextBlockParam: …
    text: str
    minLength1
    type: Literal["text"]
    Accepts one of the following:
    "text"
    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    citations: Optional[List[BetaTextCitationParam]]
    Accepts one of the following:
    class BetaCitationCharLocationParam: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    maxLength255
    minLength1
    end_char_index: int
    start_char_index: int
    minimum0
    type: Literal["char_location"]
    Accepts one of the following:
    "char_location"
    class BetaCitationPageLocationParam: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    maxLength255
    minLength1
    end_page_number: int
    start_page_number: int
    minimum1
    type: Literal["page_location"]
    Accepts one of the following:
    "page_location"
    class BetaCitationContentBlockLocationParam: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    maxLength255
    minLength1
    end_block_index: int
    start_block_index: int
    minimum0
    type: Literal["content_block_location"]
    Accepts one of the following:
    "content_block_location"
    class BetaCitationWebSearchResultLocationParam: …
    cited_text: str
    encrypted_index: str
    title: Optional[str]
    maxLength512
    minLength1
    type: Literal["web_search_result_location"]
    Accepts one of the following:
    "web_search_result_location"
    url: str
    maxLength2048
    minLength1
    class BetaCitationSearchResultLocationParam: …
    cited_text: str
    end_block_index: int
    search_result_index: int
    minimum0
    source: str
    start_block_index: int
    minimum0
    title: Optional[str]
    type: Literal["search_result_location"]
    Accepts one of the following:
    "search_result_location"
    class BetaImageBlockParam: …
    source: Source
    Accepts one of the following:
    class BetaBase64ImageSource: …
    data: str
    formatbyte
    media_type: Literal["image/jpeg", "image/png", "image/gif", "image/webp"]
    Accepts one of the following:
    "image/jpeg"
    "image/png"
    "image/gif"
    "image/webp"
    type: Literal["base64"]
    Accepts one of the following:
    "base64"
    class BetaURLImageSource: …
    type: Literal["url"]
    Accepts one of the following:
    "url"
    url: str
    class BetaFileImageSource: …
    file_id: str
    type: Literal["file"]
    Accepts one of the following:
    "file"
    type: Literal["image"]
    Accepts one of the following:
    "image"
    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    type: Literal["content"]
    Accepts one of the following:
    "content"
    class BetaURLPDFSource: …
    type: Literal["url"]
    Accepts one of the following:
    "url"
    url: str
    class BetaFileDocumentSource: …
    file_id: str
    type: Literal["file"]
    Accepts one of the following:
    "file"
    type: Literal["document"]
    Accepts one of the following:
    "document"
    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    citations: Optional[BetaCitationsConfigParam]
    enabled: Optional[bool]
    context: Optional[str]
    minLength1
    title: Optional[str]
    maxLength500
    minLength1
    is_error: Optional[bool]
    class BetaServerToolUseBlockParam: …
    id: str
    input: Dict[str, object]
    name: Literal["web_search", "web_fetch", "code_execution", 2 more]
    Accepts one of the following:
    "web_search"
    "web_fetch"
    "code_execution"
    "bash_code_execution"
    "text_editor_code_execution"
    type: Literal["server_tool_use"]
    Accepts one of the following:
    "server_tool_use"
    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    class BetaWebSearchToolResultBlockParam: …
    content: BetaWebSearchToolResultBlockParamContent
    Accepts one of the following:
    ResultBlock = List[BetaWebSearchResultBlockParam]
    encrypted_content: str
    title: str
    type: Literal["web_search_result"]
    Accepts one of the following:
    "web_search_result"
    url: str
    page_age: Optional[str]
    class BetaWebSearchToolRequestError: …
    error_code: BetaWebSearchToolResultErrorCode
    Accepts one of the following:
    "invalid_tool_input"
    "unavailable"
    "max_uses_exceeded"
    "too_many_requests"
    "query_too_long"
    type: Literal["web_search_tool_result_error"]
    Accepts one of the following:
    "web_search_tool_result_error"
    tool_use_id: str
    type: Literal["web_search_tool_result"]
    Accepts one of the following:
    "web_search_tool_result"
    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    class BetaWebFetchToolResultBlockParam: …
    content: Content
    Accepts one of the following:
    class BetaWebFetchToolResultErrorBlockParam: …
    error_code: BetaWebFetchToolResultErrorCode
    Accepts one of the following:
    "invalid_tool_input"
    "url_too_long"
    "url_not_allowed"
    "url_not_accessible"
    "unsupported_content_type"
    "too_many_requests"
    "max_uses_exceeded"
    "unavailable"
    type: Literal["web_fetch_tool_result_error"]
    Accepts one of the following:
    "web_fetch_tool_result_error"
    class BetaWebFetchBlockParam: …
    content: BetaRequestDocumentBlock
    source: Source
    Accepts one of the following:
    class BetaBase64PDFSource: …
    data: str
    formatbyte
    media_type: Literal["application/pdf"]
    Accepts one of the following:
    "application/pdf"
    type: Literal["base64"]
    Accepts one of the following:
    "base64"
    class BetaPlainTextSource: …
    data: str
    media_type: Literal["text/plain"]
    Accepts one of the following:
    "text/plain"
    type: Literal["text"]
    Accepts one of the following:
    "text"
    class BetaContentBlockSource: …
    content: Union[str, List[BetaContentBlockSourceContent]]
    Accepts one of the following:
    ContentUnionMember0 = str
    ContentBetaContentBlockSourceContent = List[BetaContentBlockSourceContent]
    Accepts one of the following:
    class BetaTextBlockParam: …
    text: str
    minLength1
    type: Literal["text"]
    Accepts one of the following:
    "text"
    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    citations: Optional[List[BetaTextCitationParam]]
    Accepts one of the following:
    class BetaCitationCharLocationParam: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    maxLength255
    minLength1
    end_char_index: int
    start_char_index: int
    minimum0
    type: Literal["char_location"]
    Accepts one of the following:
    "char_location"
    class BetaCitationPageLocationParam: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    maxLength255
    minLength1
    end_page_number: int
    start_page_number: int
    minimum1
    type: Literal["page_location"]
    Accepts one of the following:
    "page_location"
    class BetaCitationContentBlockLocationParam: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    maxLength255
    minLength1
    end_block_index: int
    start_block_index: int
    minimum0
    type: Literal["content_block_location"]
    Accepts one of the following:
    "content_block_location"
    class BetaCitationWebSearchResultLocationParam: …
    cited_text: str
    encrypted_index: str
    title: Optional[str]
    maxLength512
    minLength1
    type: Literal["web_search_result_location"]
    Accepts one of the following:
    "web_search_result_location"
    url: str
    maxLength2048
    minLength1
    class BetaCitationSearchResultLocationParam: …
    cited_text: str
    end_block_index: int
    search_result_index: int
    minimum0
    source: str
    start_block_index: int
    minimum0
    title: Optional[str]
    type: Literal["search_result_location"]
    Accepts one of the following:
    "search_result_location"
    class BetaImageBlockParam: …
    source: Source
    Accepts one of the following:
    class BetaBase64ImageSource: …
    data: str
    formatbyte
    media_type: Literal["image/jpeg", "image/png", "image/gif", "image/webp"]
    Accepts one of the following:
    "image/jpeg"
    "image/png"
    "image/gif"
    "image/webp"
    type: Literal["base64"]
    Accepts one of the following:
    "base64"
    class BetaURLImageSource: …
    type: Literal["url"]
    Accepts one of the following:
    "url"
    url: str
    class BetaFileImageSource: …
    file_id: str
    type: Literal["file"]
    Accepts one of the following:
    "file"
    type: Literal["image"]
    Accepts one of the following:
    "image"
    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    type: Literal["content"]
    Accepts one of the following:
    "content"
    class BetaURLPDFSource: …
    type: Literal["url"]
    Accepts one of the following:
    "url"
    url: str
    class BetaFileDocumentSource: …
    file_id: str
    type: Literal["file"]
    Accepts one of the following:
    "file"
    type: Literal["document"]
    Accepts one of the following:
    "document"
    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    citations: Optional[BetaCitationsConfigParam]
    enabled: Optional[bool]
    context: Optional[str]
    minLength1
    title: Optional[str]
    maxLength500
    minLength1
    type: Literal["web_fetch_result"]
    Accepts one of the following:
    "web_fetch_result"
    url: str

    Fetched content URL

    retrieved_at: Optional[str]

    ISO 8601 timestamp when the content was retrieved

    tool_use_id: str
    type: Literal["web_fetch_tool_result"]
    Accepts one of the following:
    "web_fetch_tool_result"
    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    class BetaCodeExecutionToolResultBlockParam: …
    content: BetaCodeExecutionToolResultBlockParamContent
    Accepts one of the following:
    class BetaCodeExecutionToolResultErrorParam: …
    error_code: BetaCodeExecutionToolResultErrorCode
    Accepts one of the following:
    "invalid_tool_input"
    "unavailable"
    "too_many_requests"
    "execution_time_exceeded"
    type: Literal["code_execution_tool_result_error"]
    Accepts one of the following:
    "code_execution_tool_result_error"
    class BetaCodeExecutionResultBlockParam: …
    content: List[BetaCodeExecutionOutputBlockParam]
    file_id: str
    type: Literal["code_execution_output"]
    Accepts one of the following:
    "code_execution_output"
    return_code: int
    stderr: str
    stdout: str
    type: Literal["code_execution_result"]
    Accepts one of the following:
    "code_execution_result"
    tool_use_id: str
    type: Literal["code_execution_tool_result"]
    Accepts one of the following:
    "code_execution_tool_result"
    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    class BetaBashCodeExecutionToolResultBlockParam: …
    content: Content
    Accepts one of the following:
    class BetaBashCodeExecutionToolResultErrorParam: …
    error_code: Literal["invalid_tool_input", "unavailable", "too_many_requests", 2 more]
    Accepts one of the following:
    "invalid_tool_input"
    "unavailable"
    "too_many_requests"
    "execution_time_exceeded"
    "output_file_too_large"
    type: Literal["bash_code_execution_tool_result_error"]
    Accepts one of the following:
    "bash_code_execution_tool_result_error"
    class BetaBashCodeExecutionResultBlockParam: …
    content: List[BetaBashCodeExecutionOutputBlockParam]
    file_id: str
    type: Literal["bash_code_execution_output"]
    Accepts one of the following:
    "bash_code_execution_output"
    return_code: int
    stderr: str
    stdout: str
    type: Literal["bash_code_execution_result"]
    Accepts one of the following:
    "bash_code_execution_result"
    tool_use_id: str
    type: Literal["bash_code_execution_tool_result"]
    Accepts one of the following:
    "bash_code_execution_tool_result"
    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    class BetaTextEditorCodeExecutionToolResultBlockParam: …
    content: Content
    Accepts one of the following:
    class BetaTextEditorCodeExecutionToolResultErrorParam: …
    error_code: Literal["invalid_tool_input", "unavailable", "too_many_requests", 2 more]
    Accepts one of the following:
    "invalid_tool_input"
    "unavailable"
    "too_many_requests"
    "execution_time_exceeded"
    "file_not_found"
    type: Literal["text_editor_code_execution_tool_result_error"]
    Accepts one of the following:
    "text_editor_code_execution_tool_result_error"
    error_message: Optional[str]
    class BetaTextEditorCodeExecutionViewResultBlockParam: …
    content: str
    file_type: Literal["text", "image", "pdf"]
    Accepts one of the following:
    "text"
    "image"
    "pdf"
    type: Literal["text_editor_code_execution_view_result"]
    Accepts one of the following:
    "text_editor_code_execution_view_result"
    num_lines: Optional[int]
    start_line: Optional[int]
    total_lines: Optional[int]
    class BetaTextEditorCodeExecutionCreateResultBlockParam: …
    is_file_update: bool
    type: Literal["text_editor_code_execution_create_result"]
    Accepts one of the following:
    "text_editor_code_execution_create_result"
    class BetaTextEditorCodeExecutionStrReplaceResultBlockParam: …
    type: Literal["text_editor_code_execution_str_replace_result"]
    Accepts one of the following:
    "text_editor_code_execution_str_replace_result"
    lines: Optional[List[str]]
    new_lines: Optional[int]
    new_start: Optional[int]
    old_lines: Optional[int]
    old_start: Optional[int]
    tool_use_id: str
    type: Literal["text_editor_code_execution_tool_result"]
    Accepts one of the following:
    "text_editor_code_execution_tool_result"
    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    class BetaMCPToolUseBlockParam: …
    id: str
    input: Dict[str, object]
    name: str
    server_name: str

    The name of the MCP server

    type: Literal["mcp_tool_use"]
    Accepts one of the following:
    "mcp_tool_use"
    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    class BetaRequestMCPToolResultBlockParam: …
    tool_use_id: str
    type: Literal["mcp_tool_result"]
    Accepts one of the following:
    "mcp_tool_result"
    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    content: Optional[Union[str, List[BetaTextBlockParam], null]]
    Accepts one of the following:
    ContentUnionMember0 = str
    ContentBetaMCPToolResultBlockParamContent = List[BetaTextBlockParam]
    text: str
    minLength1
    type: Literal["text"]
    Accepts one of the following:
    "text"
    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    citations: Optional[List[BetaTextCitationParam]]
    Accepts one of the following:
    class BetaCitationCharLocationParam: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    maxLength255
    minLength1
    end_char_index: int
    start_char_index: int
    minimum0
    type: Literal["char_location"]
    Accepts one of the following:
    "char_location"
    class BetaCitationPageLocationParam: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    maxLength255
    minLength1
    end_page_number: int
    start_page_number: int
    minimum1
    type: Literal["page_location"]
    Accepts one of the following:
    "page_location"
    class BetaCitationContentBlockLocationParam: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    maxLength255
    minLength1
    end_block_index: int
    start_block_index: int
    minimum0
    type: Literal["content_block_location"]
    Accepts one of the following:
    "content_block_location"
    class BetaCitationWebSearchResultLocationParam: …
    cited_text: str
    encrypted_index: str
    title: Optional[str]
    maxLength512
    minLength1
    type: Literal["web_search_result_location"]
    Accepts one of the following:
    "web_search_result_location"
    url: str
    maxLength2048
    minLength1
    class BetaCitationSearchResultLocationParam: …
    cited_text: str
    end_block_index: int
    search_result_index: int
    minimum0
    source: str
    start_block_index: int
    minimum0
    title: Optional[str]
    type: Literal["search_result_location"]
    Accepts one of the following:
    "search_result_location"
    is_error: Optional[bool]
    class BetaContainerUploadBlockParam: …

    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.

    file_id: str
    type: Literal["container_upload"]
    Accepts one of the following:
    "container_upload"
    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    class BetaContentBlockSource: …
    content: Union[str, List[BetaContentBlockSourceContent]]
    Accepts one of the following:
    ContentUnionMember0 = str
    ContentBetaContentBlockSourceContent = List[BetaContentBlockSourceContent]
    Accepts one of the following:
    class BetaTextBlockParam: …
    text: str
    minLength1
    type: Literal["text"]
    Accepts one of the following:
    "text"
    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    citations: Optional[List[BetaTextCitationParam]]
    Accepts one of the following:
    class BetaCitationCharLocationParam: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    maxLength255
    minLength1
    end_char_index: int
    start_char_index: int
    minimum0
    type: Literal["char_location"]
    Accepts one of the following:
    "char_location"
    class BetaCitationPageLocationParam: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    maxLength255
    minLength1
    end_page_number: int
    start_page_number: int
    minimum1
    type: Literal["page_location"]
    Accepts one of the following:
    "page_location"
    class BetaCitationContentBlockLocationParam: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    maxLength255
    minLength1
    end_block_index: int
    start_block_index: int
    minimum0
    type: Literal["content_block_location"]
    Accepts one of the following:
    "content_block_location"
    class BetaCitationWebSearchResultLocationParam: …
    cited_text: str
    encrypted_index: str
    title: Optional[str]
    maxLength512
    minLength1
    type: Literal["web_search_result_location"]
    Accepts one of the following:
    "web_search_result_location"
    url: str
    maxLength2048
    minLength1
    class BetaCitationSearchResultLocationParam: …
    cited_text: str
    end_block_index: int
    search_result_index: int
    minimum0
    source: str
    start_block_index: int
    minimum0
    title: Optional[str]
    type: Literal["search_result_location"]
    Accepts one of the following:
    "search_result_location"
    class BetaImageBlockParam: …
    source: Source
    Accepts one of the following:
    class BetaBase64ImageSource: …
    data: str
    formatbyte
    media_type: Literal["image/jpeg", "image/png", "image/gif", "image/webp"]
    Accepts one of the following:
    "image/jpeg"
    "image/png"
    "image/gif"
    "image/webp"
    type: Literal["base64"]
    Accepts one of the following:
    "base64"
    class BetaURLImageSource: …
    type: Literal["url"]
    Accepts one of the following:
    "url"
    url: str
    class BetaFileImageSource: …
    file_id: str
    type: Literal["file"]
    Accepts one of the following:
    "file"
    type: Literal["image"]
    Accepts one of the following:
    "image"
    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    type: Literal["content"]
    Accepts one of the following:
    "content"
    BetaContentBlockSourceContent = BetaContentBlockSourceContent
    Accepts one of the following:
    class BetaTextBlockParam: …
    text: str
    minLength1
    type: Literal["text"]
    Accepts one of the following:
    "text"
    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    citations: Optional[List[BetaTextCitationParam]]
    Accepts one of the following:
    class BetaCitationCharLocationParam: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    maxLength255
    minLength1
    end_char_index: int
    start_char_index: int
    minimum0
    type: Literal["char_location"]
    Accepts one of the following:
    "char_location"
    class BetaCitationPageLocationParam: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    maxLength255
    minLength1
    end_page_number: int
    start_page_number: int
    minimum1
    type: Literal["page_location"]
    Accepts one of the following:
    "page_location"
    class BetaCitationContentBlockLocationParam: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    maxLength255
    minLength1
    end_block_index: int
    start_block_index: int
    minimum0
    type: Literal["content_block_location"]
    Accepts one of the following:
    "content_block_location"
    class BetaCitationWebSearchResultLocationParam: …
    cited_text: str
    encrypted_index: str
    title: Optional[str]
    maxLength512
    minLength1
    type: Literal["web_search_result_location"]
    Accepts one of the following:
    "web_search_result_location"
    url: str
    maxLength2048
    minLength1
    class BetaCitationSearchResultLocationParam: …
    cited_text: str
    end_block_index: int
    search_result_index: int
    minimum0
    source: str
    start_block_index: int
    minimum0
    title: Optional[str]
    type: Literal["search_result_location"]
    Accepts one of the following:
    "search_result_location"
    class BetaImageBlockParam: …
    source: Source
    Accepts one of the following:
    class BetaBase64ImageSource: …
    data: str
    formatbyte
    media_type: Literal["image/jpeg", "image/png", "image/gif", "image/webp"]
    Accepts one of the following:
    "image/jpeg"
    "image/png"
    "image/gif"
    "image/webp"
    type: Literal["base64"]
    Accepts one of the following:
    "base64"
    class BetaURLImageSource: …
    type: Literal["url"]
    Accepts one of the following:
    "url"
    url: str
    class BetaFileImageSource: …
    file_id: str
    type: Literal["file"]
    Accepts one of the following:
    "file"
    type: Literal["image"]
    Accepts one of the following:
    "image"
    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    class BetaContextManagementConfig: …
    edits: Optional[List[Edit]]

    List of context management edits to apply

    Accepts one of the following:
    class BetaClearToolUses20250919Edit: …
    type: Literal["clear_tool_uses_20250919"]
    Accepts one of the following:
    "clear_tool_uses_20250919"
    clear_at_least: Optional[BetaInputTokensClearAtLeast]

    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: Literal["input_tokens"]
    Accepts one of the following:
    "input_tokens"
    value: int
    minimum0
    clear_tool_inputs: Optional[Union[bool, List[str], null]]

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

    Accepts one of the following:
    ClearToolInputsUnionMember0 = bool
    ClearToolInputsUnionMember1 = List[str]
    exclude_tools: Optional[List[str]]

    Tool names whose uses are preserved from clearing

    keep: Optional[BetaToolUsesKeep]

    Number of tool uses to retain in the conversation

    type: Literal["tool_uses"]
    Accepts one of the following:
    "tool_uses"
    value: int
    minimum0
    trigger: Optional[Trigger]

    Condition that triggers the context management strategy

    Accepts one of the following:
    class BetaInputTokensTrigger: …
    type: Literal["input_tokens"]
    Accepts one of the following:
    "input_tokens"
    value: int
    minimum1
    class BetaToolUsesTrigger: …
    type: Literal["tool_uses"]
    Accepts one of the following:
    "tool_uses"
    value: int
    minimum1
    class BetaClearThinking20251015Edit: …
    type: Literal["clear_thinking_20251015"]
    Accepts one of the following:
    "clear_thinking_20251015"
    keep: Optional[Keep]

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

    Accepts one of the following:
    class BetaThinkingTurns: …
    type: Literal["thinking_turns"]
    Accepts one of the following:
    "thinking_turns"
    value: int
    minimum1
    class BetaAllThinkingTurns: …
    type: Literal["all"]
    Accepts one of the following:
    "all"
    KeepUnionMember2 = Literal["all"]
    Accepts one of the following:
    "all"
    class BetaContextManagementResponse: …
    applied_edits: List[AppliedEdit]

    List of context management edits that were applied.

    Accepts one of the following:
    class BetaClearToolUses20250919EditResponse: …
    cleared_input_tokens: int

    Number of input tokens cleared by this edit.

    minimum0
    cleared_tool_uses: int

    Number of tool uses that were cleared.

    minimum0
    type: Literal["clear_tool_uses_20250919"]

    The type of context management edit applied.

    Accepts one of the following:
    "clear_tool_uses_20250919"
    class BetaClearThinking20251015EditResponse: …
    cleared_input_tokens: int

    Number of input tokens cleared by this edit.

    minimum0
    cleared_thinking_turns: int

    Number of thinking turns that were cleared.

    minimum0
    type: Literal["clear_thinking_20251015"]

    The type of context management edit applied.

    Accepts one of the following:
    "clear_thinking_20251015"
    class BetaCountTokensContextManagementResponse: …
    original_input_tokens: int

    The original token count before context management was applied

    class BetaDocumentBlock: …
    citations: Optional[BetaCitationConfig]

    Citation configuration for the document

    enabled: bool
    source: Source
    Accepts one of the following:
    class BetaBase64PDFSource: …
    data: str
    formatbyte
    media_type: Literal["application/pdf"]
    Accepts one of the following:
    "application/pdf"
    type: Literal["base64"]
    Accepts one of the following:
    "base64"
    class BetaPlainTextSource: …
    data: str
    media_type: Literal["text/plain"]
    Accepts one of the following:
    "text/plain"
    type: Literal["text"]
    Accepts one of the following:
    "text"
    title: Optional[str]

    The title of the document

    type: Literal["document"]
    Accepts one of the following:
    "document"
    class BetaFileDocumentSource: …
    file_id: str
    type: Literal["file"]
    Accepts one of the following:
    "file"
    class BetaFileImageSource: …
    file_id: str
    type: Literal["file"]
    Accepts one of the following:
    "file"
    class BetaImageBlockParam: …
    source: Source
    Accepts one of the following:
    class BetaBase64ImageSource: …
    data: str
    formatbyte
    media_type: Literal["image/jpeg", "image/png", "image/gif", "image/webp"]
    Accepts one of the following:
    "image/jpeg"
    "image/png"
    "image/gif"
    "image/webp"
    type: Literal["base64"]
    Accepts one of the following:
    "base64"
    class BetaURLImageSource: …
    type: Literal["url"]
    Accepts one of the following:
    "url"
    url: str
    class BetaFileImageSource: …
    file_id: str
    type: Literal["file"]
    Accepts one of the following:
    "file"
    type: Literal["image"]
    Accepts one of the following:
    "image"
    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    class BetaInputJSONDelta: …
    partial_json: str
    type: Literal["input_json_delta"]
    Accepts one of the following:
    "input_json_delta"
    class BetaInputTokensClearAtLeast: …
    type: Literal["input_tokens"]
    Accepts one of the following:
    "input_tokens"
    value: int
    minimum0
    class BetaInputTokensTrigger: …
    type: Literal["input_tokens"]
    Accepts one of the following:
    "input_tokens"
    value: int
    minimum1
    class BetaMCPToolResultBlock: …
    content: Union[str, List[BetaTextBlock]]
    Accepts one of the following:
    ContentUnionMember0 = str
    ContentBetaMCPToolResultBlockContent = List[BetaTextBlock]
    citations: Optional[List[BetaTextCitation]]

    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.

    Accepts one of the following:
    class BetaCitationCharLocation: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    end_char_index: int
    file_id: Optional[str]
    start_char_index: int
    minimum0
    type: Literal["char_location"]
    Accepts one of the following:
    "char_location"
    class BetaCitationPageLocation: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    end_page_number: int
    file_id: Optional[str]
    start_page_number: int
    minimum1
    type: Literal["page_location"]
    Accepts one of the following:
    "page_location"
    class BetaCitationContentBlockLocation: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    end_block_index: int
    file_id: Optional[str]
    start_block_index: int
    minimum0
    type: Literal["content_block_location"]
    Accepts one of the following:
    "content_block_location"
    class BetaCitationsWebSearchResultLocation: …
    cited_text: str
    encrypted_index: str
    title: Optional[str]
    maxLength512
    type: Literal["web_search_result_location"]
    Accepts one of the following:
    "web_search_result_location"
    url: str
    class BetaCitationSearchResultLocation: …
    cited_text: str
    end_block_index: int
    search_result_index: int
    minimum0
    source: str
    start_block_index: int
    minimum0
    title: Optional[str]
    type: Literal["search_result_location"]
    Accepts one of the following:
    "search_result_location"
    text: str
    maxLength5000000
    minLength0
    type: Literal["text"]
    Accepts one of the following:
    "text"
    is_error: bool
    tool_use_id: str
    type: Literal["mcp_tool_result"]
    Accepts one of the following:
    "mcp_tool_result"
    class BetaMCPToolUseBlock: …
    id: str
    input: Dict[str, object]
    name: str

    The name of the MCP tool

    server_name: str

    The name of the MCP server

    type: Literal["mcp_tool_use"]
    Accepts one of the following:
    "mcp_tool_use"
    class BetaMCPToolUseBlockParam: …
    id: str
    input: Dict[str, object]
    name: str
    server_name: str

    The name of the MCP server

    type: Literal["mcp_tool_use"]
    Accepts one of the following:
    "mcp_tool_use"
    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    class BetaMemoryTool20250818: …
    name: Literal["memory"]

    Name of the tool.

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

    Accepts one of the following:
    "memory"
    type: Literal["memory_20250818"]
    Accepts one of the following:
    "memory_20250818"
    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    BetaMemoryTool20250818Command = BetaMemoryTool20250818Command
    Accepts one of the following:
    class BetaMemoryTool20250818ViewCommand: …
    command: Literal["view"]

    Command type identifier

    Accepts one of the following:
    "view"
    path: str

    Path to directory or file to view

    view_range: Optional[List[int]]

    Optional line range for viewing specific lines

    class BetaMemoryTool20250818CreateCommand: …
    command: Literal["create"]

    Command type identifier

    Accepts one of the following:
    "create"
    file_text: str

    Content to write to the file

    path: str

    Path where the file should be created

    class BetaMemoryTool20250818StrReplaceCommand: …
    command: Literal["str_replace"]

    Command type identifier

    Accepts one of the following:
    "str_replace"
    new_str: str

    Text to replace with

    old_str: str

    Text to search for and replace

    path: str

    Path to the file where text should be replaced

    class BetaMemoryTool20250818InsertCommand: …
    command: Literal["insert"]

    Command type identifier

    Accepts one of the following:
    "insert"
    insert_line: int

    Line number where text should be inserted

    minimum1
    insert_text: str

    Text to insert at the specified line

    path: str

    Path to the file where text should be inserted

    class BetaMemoryTool20250818DeleteCommand: …
    command: Literal["delete"]

    Command type identifier

    Accepts one of the following:
    "delete"
    path: str

    Path to the file or directory to delete

    class BetaMemoryTool20250818RenameCommand: …
    command: Literal["rename"]

    Command type identifier

    Accepts one of the following:
    "rename"
    new_path: str

    New path for the file or directory

    old_path: str

    Current path of the file or directory

    class BetaMemoryTool20250818CreateCommand: …
    command: Literal["create"]

    Command type identifier

    Accepts one of the following:
    "create"
    file_text: str

    Content to write to the file

    path: str

    Path where the file should be created

    class BetaMemoryTool20250818DeleteCommand: …
    command: Literal["delete"]

    Command type identifier

    Accepts one of the following:
    "delete"
    path: str

    Path to the file or directory to delete

    class BetaMemoryTool20250818InsertCommand: …
    command: Literal["insert"]

    Command type identifier

    Accepts one of the following:
    "insert"
    insert_line: int

    Line number where text should be inserted

    minimum1
    insert_text: str

    Text to insert at the specified line

    path: str

    Path to the file where text should be inserted

    class BetaMemoryTool20250818RenameCommand: …
    command: Literal["rename"]

    Command type identifier

    Accepts one of the following:
    "rename"
    new_path: str

    New path for the file or directory

    old_path: str

    Current path of the file or directory

    class BetaMemoryTool20250818StrReplaceCommand: …
    command: Literal["str_replace"]

    Command type identifier

    Accepts one of the following:
    "str_replace"
    new_str: str

    Text to replace with

    old_str: str

    Text to search for and replace

    path: str

    Path to the file where text should be replaced

    class BetaMemoryTool20250818ViewCommand: …
    command: Literal["view"]

    Command type identifier

    Accepts one of the following:
    "view"
    path: str

    Path to directory or file to view

    view_range: Optional[List[int]]

    Optional line range for viewing specific lines

    class BetaMessage: …
    id: str

    Unique object identifier.

    The format and length of IDs may change over time.

    container: Optional[BetaContainer]

    Information about the container used in the request (for the code execution tool)

    id: str

    Identifier for the container used in this request

    expires_at: datetime

    The time at which the container will expire.

    formatdate-time
    skills: Optional[List[BetaSkill]]

    Skills loaded in the container

    skill_id: str

    Skill ID

    maxLength64
    minLength1
    type: Literal["anthropic", "custom"]

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

    Accepts one of the following:
    "anthropic"
    "custom"
    version: str

    Skill version or 'latest' for most recent version

    maxLength64
    minLength1
    content: List[BetaContentBlock]

    Content generated by the model.

    This is an array of content blocks, each of which has a type that determines its shape.

    Example:

    [{"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:

    [
      {"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:

    [{"type": "text", "text": "B)"}]
    
    Accepts one of the following:
    class BetaTextBlock: …
    citations: Optional[List[BetaTextCitation]]

    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.

    Accepts one of the following:
    class BetaCitationCharLocation: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    end_char_index: int
    file_id: Optional[str]
    start_char_index: int
    minimum0
    type: Literal["char_location"]
    Accepts one of the following:
    "char_location"
    class BetaCitationPageLocation: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    end_page_number: int
    file_id: Optional[str]
    start_page_number: int
    minimum1
    type: Literal["page_location"]
    Accepts one of the following:
    "page_location"
    class BetaCitationContentBlockLocation: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    end_block_index: int
    file_id: Optional[str]
    start_block_index: int
    minimum0
    type: Literal["content_block_location"]
    Accepts one of the following:
    "content_block_location"
    class BetaCitationsWebSearchResultLocation: …
    cited_text: str
    encrypted_index: str
    title: Optional[str]
    maxLength512
    type: Literal["web_search_result_location"]
    Accepts one of the following:
    "web_search_result_location"
    url: str
    class BetaCitationSearchResultLocation: …
    cited_text: str
    end_block_index: int
    search_result_index: int
    minimum0
    source: str
    start_block_index: int
    minimum0
    title: Optional[str]
    type: Literal["search_result_location"]
    Accepts one of the following:
    "search_result_location"
    text: str
    maxLength5000000
    minLength0
    type: Literal["text"]
    Accepts one of the following:
    "text"
    class BetaThinkingBlock: …
    signature: str
    thinking: str
    type: Literal["thinking"]
    Accepts one of the following:
    "thinking"
    class BetaRedactedThinkingBlock: …
    data: str
    type: Literal["redacted_thinking"]
    Accepts one of the following:
    "redacted_thinking"
    class BetaToolUseBlock: …
    id: str
    input: Dict[str, object]
    name: str
    minLength1
    type: Literal["tool_use"]
    Accepts one of the following:
    "tool_use"
    class BetaServerToolUseBlock: …
    id: str
    input: Dict[str, object]
    name: Literal["web_search", "web_fetch", "code_execution", 2 more]
    Accepts one of the following:
    "web_search"
    "web_fetch"
    "code_execution"
    "bash_code_execution"
    "text_editor_code_execution"
    type: Literal["server_tool_use"]
    Accepts one of the following:
    "server_tool_use"
    class BetaWebSearchToolResultBlock: …
    content: BetaWebSearchToolResultBlockContent
    Accepts one of the following:
    class BetaWebSearchToolResultError: …
    error_code: BetaWebSearchToolResultErrorCode
    Accepts one of the following:
    "invalid_tool_input"
    "unavailable"
    "max_uses_exceeded"
    "too_many_requests"
    "query_too_long"
    type: Literal["web_search_tool_result_error"]
    Accepts one of the following:
    "web_search_tool_result_error"
    UnionMember1 = List[BetaWebSearchResultBlock]
    encrypted_content: str
    page_age: Optional[str]
    title: str
    type: Literal["web_search_result"]
    Accepts one of the following:
    "web_search_result"
    url: str
    tool_use_id: str
    type: Literal["web_search_tool_result"]
    Accepts one of the following:
    "web_search_tool_result"
    class BetaWebFetchToolResultBlock: …
    content: Content
    Accepts one of the following:
    class BetaWebFetchToolResultErrorBlock: …
    error_code: BetaWebFetchToolResultErrorCode
    Accepts one of the following:
    "invalid_tool_input"
    "url_too_long"
    "url_not_allowed"
    "url_not_accessible"
    "unsupported_content_type"
    "too_many_requests"
    "max_uses_exceeded"
    "unavailable"
    type: Literal["web_fetch_tool_result_error"]
    Accepts one of the following:
    "web_fetch_tool_result_error"
    class BetaWebFetchBlock: …
    content: BetaDocumentBlock
    citations: Optional[BetaCitationConfig]

    Citation configuration for the document

    enabled: bool
    source: Source
    Accepts one of the following:
    class BetaBase64PDFSource: …
    data: str
    formatbyte
    media_type: Literal["application/pdf"]
    Accepts one of the following:
    "application/pdf"
    type: Literal["base64"]
    Accepts one of the following:
    "base64"
    class BetaPlainTextSource: …
    data: str
    media_type: Literal["text/plain"]
    Accepts one of the following:
    "text/plain"
    type: Literal["text"]
    Accepts one of the following:
    "text"
    title: Optional[str]

    The title of the document

    type: Literal["document"]
    Accepts one of the following:
    "document"
    retrieved_at: Optional[str]

    ISO 8601 timestamp when the content was retrieved

    type: Literal["web_fetch_result"]
    Accepts one of the following:
    "web_fetch_result"
    url: str

    Fetched content URL

    tool_use_id: str
    type: Literal["web_fetch_tool_result"]
    Accepts one of the following:
    "web_fetch_tool_result"
    class BetaCodeExecutionToolResultBlock: …
    content: BetaCodeExecutionToolResultBlockContent
    Accepts one of the following:
    class BetaCodeExecutionToolResultError: …
    error_code: BetaCodeExecutionToolResultErrorCode
    Accepts one of the following:
    "invalid_tool_input"
    "unavailable"
    "too_many_requests"
    "execution_time_exceeded"
    type: Literal["code_execution_tool_result_error"]
    Accepts one of the following:
    "code_execution_tool_result_error"
    class BetaCodeExecutionResultBlock: …
    content: List[BetaCodeExecutionOutputBlock]
    file_id: str
    type: Literal["code_execution_output"]
    Accepts one of the following:
    "code_execution_output"
    return_code: int
    stderr: str
    stdout: str
    type: Literal["code_execution_result"]
    Accepts one of the following:
    "code_execution_result"
    tool_use_id: str
    type: Literal["code_execution_tool_result"]
    Accepts one of the following:
    "code_execution_tool_result"
    class BetaBashCodeExecutionToolResultBlock: …
    content: Content
    Accepts one of the following:
    class BetaBashCodeExecutionToolResultError: …
    error_code: Literal["invalid_tool_input", "unavailable", "too_many_requests", 2 more]
    Accepts one of the following:
    "invalid_tool_input"
    "unavailable"
    "too_many_requests"
    "execution_time_exceeded"
    "output_file_too_large"
    type: Literal["bash_code_execution_tool_result_error"]
    Accepts one of the following:
    "bash_code_execution_tool_result_error"
    class BetaBashCodeExecutionResultBlock: …
    content: List[BetaBashCodeExecutionOutputBlock]
    file_id: str
    type: Literal["bash_code_execution_output"]
    Accepts one of the following:
    "bash_code_execution_output"
    return_code: int
    stderr: str
    stdout: str
    type: Literal["bash_code_execution_result"]
    Accepts one of the following:
    "bash_code_execution_result"
    tool_use_id: str
    type: Literal["bash_code_execution_tool_result"]
    Accepts one of the following:
    "bash_code_execution_tool_result"
    class BetaTextEditorCodeExecutionToolResultBlock: …
    content: Content
    Accepts one of the following:
    class BetaTextEditorCodeExecutionToolResultError: …
    error_code: Literal["invalid_tool_input", "unavailable", "too_many_requests", 2 more]
    Accepts one of the following:
    "invalid_tool_input"
    "unavailable"
    "too_many_requests"
    "execution_time_exceeded"
    "file_not_found"
    error_message: Optional[str]
    type: Literal["text_editor_code_execution_tool_result_error"]
    Accepts one of the following:
    "text_editor_code_execution_tool_result_error"
    class BetaTextEditorCodeExecutionViewResultBlock: …
    content: str
    file_type: Literal["text", "image", "pdf"]
    Accepts one of the following:
    "text"
    "image"
    "pdf"
    num_lines: Optional[int]
    start_line: Optional[int]
    total_lines: Optional[int]
    type: Literal["text_editor_code_execution_view_result"]
    Accepts one of the following:
    "text_editor_code_execution_view_result"
    class BetaTextEditorCodeExecutionCreateResultBlock: …
    is_file_update: bool
    type: Literal["text_editor_code_execution_create_result"]
    Accepts one of the following:
    "text_editor_code_execution_create_result"
    class BetaTextEditorCodeExecutionStrReplaceResultBlock: …
    lines: Optional[List[str]]
    new_lines: Optional[int]
    new_start: Optional[int]
    old_lines: Optional[int]
    old_start: Optional[int]
    type: Literal["text_editor_code_execution_str_replace_result"]
    Accepts one of the following:
    "text_editor_code_execution_str_replace_result"
    tool_use_id: str
    type: Literal["text_editor_code_execution_tool_result"]
    Accepts one of the following:
    "text_editor_code_execution_tool_result"
    class BetaMCPToolUseBlock: …
    id: str
    input: Dict[str, object]
    name: str

    The name of the MCP tool

    server_name: str

    The name of the MCP server

    type: Literal["mcp_tool_use"]
    Accepts one of the following:
    "mcp_tool_use"
    class BetaMCPToolResultBlock: …
    content: Union[str, List[BetaTextBlock]]
    Accepts one of the following:
    ContentUnionMember0 = str
    ContentBetaMCPToolResultBlockContent = List[BetaTextBlock]
    citations: Optional[List[BetaTextCitation]]

    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.

    Accepts one of the following:
    class BetaCitationCharLocation: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    end_char_index: int
    file_id: Optional[str]
    start_char_index: int
    minimum0
    type: Literal["char_location"]
    Accepts one of the following:
    "char_location"
    class BetaCitationPageLocation: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    end_page_number: int
    file_id: Optional[str]
    start_page_number: int
    minimum1
    type: Literal["page_location"]
    Accepts one of the following:
    "page_location"
    class BetaCitationContentBlockLocation: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    end_block_index: int
    file_id: Optional[str]
    start_block_index: int
    minimum0
    type: Literal["content_block_location"]
    Accepts one of the following:
    "content_block_location"
    class BetaCitationsWebSearchResultLocation: …
    cited_text: str
    encrypted_index: str
    title: Optional[str]
    maxLength512
    type: Literal["web_search_result_location"]
    Accepts one of the following:
    "web_search_result_location"
    url: str
    class BetaCitationSearchResultLocation: …
    cited_text: str
    end_block_index: int
    search_result_index: int
    minimum0
    source: str
    start_block_index: int
    minimum0
    title: Optional[str]
    type: Literal["search_result_location"]
    Accepts one of the following:
    "search_result_location"
    text: str
    maxLength5000000
    minLength0
    type: Literal["text"]
    Accepts one of the following:
    "text"
    is_error: bool
    tool_use_id: str
    type: Literal["mcp_tool_result"]
    Accepts one of the following:
    "mcp_tool_result"
    class BetaContainerUploadBlock: …

    Response model for a file uploaded to the container.

    file_id: str
    type: Literal["container_upload"]
    Accepts one of the following:
    "container_upload"
    context_management: Optional[BetaContextManagementResponse]

    Context management response.

    Information about context management strategies applied during the request.

    applied_edits: List[AppliedEdit]

    List of context management edits that were applied.

    Accepts one of the following:
    class BetaClearToolUses20250919EditResponse: …
    cleared_input_tokens: int

    Number of input tokens cleared by this edit.

    minimum0
    cleared_tool_uses: int

    Number of tool uses that were cleared.

    minimum0
    type: Literal["clear_tool_uses_20250919"]

    The type of context management edit applied.

    Accepts one of the following:
    "clear_tool_uses_20250919"
    class BetaClearThinking20251015EditResponse: …
    cleared_input_tokens: int

    Number of input tokens cleared by this edit.

    minimum0
    cleared_thinking_turns: int

    Number of thinking turns that were cleared.

    minimum0
    type: Literal["clear_thinking_20251015"]

    The type of context management edit applied.

    Accepts one of the following:
    "clear_thinking_20251015"
    model: Model

    The model that will complete your prompt.

    See models for additional details and options.

    Accepts one of the following:
    UnionMember0 = Literal["claude-3-7-sonnet-latest", "claude-3-7-sonnet-20250219", "claude-3-5-haiku-latest", 15 more]

    The model that will complete your prompt.

    See models for additional details and options.

    • claude-3-7-sonnet-latest - Deprecated: Will reach end-of-life on February 19th, 2026. Please migrate to a newer model. Visit https://docs.anthropic.com/en/docs/resources/model-deprecations for more information.
    • claude-3-7-sonnet-20250219 - Deprecated: Will reach end-of-life on February 19th, 2026. Please migrate to a newer model. Visit https://docs.anthropic.com/en/docs/resources/model-deprecations for more information.
    • claude-3-5-haiku-latest - Fastest and most compact model for near-instant responsiveness
    • claude-3-5-haiku-20241022 - Our fastest model
    • claude-haiku-4-5 - Hybrid model, capable of near-instant responses and extended thinking
    • claude-haiku-4-5-20251001 - Hybrid model, capable of near-instant responses and extended thinking
    • claude-sonnet-4-20250514 - High-performance model with extended thinking
    • claude-sonnet-4-0 - High-performance model with extended thinking
    • claude-4-sonnet-20250514 - High-performance model with extended thinking
    • claude-sonnet-4-5 - Our best model for real-world agents and coding
    • claude-sonnet-4-5-20250929 - Our best model for real-world agents and coding
    • claude-opus-4-0 - Our most capable model
    • claude-opus-4-20250514 - Our most capable model
    • claude-4-opus-20250514 - Our most capable model
    • claude-opus-4-1-20250805 - Our most capable model
    • claude-3-opus-latest - Deprecated: Will reach end-of-life on January 5th, 2026. Please migrate to a newer model. Visit https://docs.anthropic.com/en/docs/resources/model-deprecations for more information.
    • claude-3-opus-20240229 - Deprecated: Will reach end-of-life on January 5th, 2026. Please migrate to a newer model. Visit https://docs.anthropic.com/en/docs/resources/model-deprecations for more information.
    • claude-3-haiku-20240307 - Our previous most fast and cost-effective
    Accepts one of the following:
    "claude-3-7-sonnet-latest"

    High-performance model with early extended thinking

    "claude-3-7-sonnet-20250219"

    High-performance model with early extended thinking

    "claude-3-5-haiku-latest"

    Fastest and most compact model for near-instant responsiveness

    "claude-3-5-haiku-20241022"

    Our fastest model

    "claude-haiku-4-5"

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

    "claude-haiku-4-5-20251001"

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

    "claude-sonnet-4-20250514"

    High-performance model with extended thinking

    "claude-sonnet-4-0"

    High-performance model with extended thinking

    "claude-4-sonnet-20250514"

    High-performance model with extended thinking

    "claude-sonnet-4-5"

    Our best model for real-world agents and coding

    "claude-sonnet-4-5-20250929"

    Our best model for real-world agents and coding

    "claude-opus-4-0"

    Our most capable model

    "claude-opus-4-20250514"

    Our most capable model

    "claude-4-opus-20250514"

    Our most capable model

    "claude-opus-4-1-20250805"

    Our most capable model

    "claude-3-opus-latest"

    Excels at writing and complex tasks

    "claude-3-opus-20240229"

    Excels at writing and complex tasks

    "claude-3-haiku-20240307"

    Our previous most fast and cost-effective

    UnionMember1 = str
    role: Literal["assistant"]

    Conversational role of the generated message.

    This will always be "assistant".

    Accepts one of the following:
    "assistant"
    stop_reason: Optional[BetaStopReason]

    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

    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.

    Accepts one of the following:
    "end_turn"
    "max_tokens"
    "stop_sequence"
    "tool_use"
    "pause_turn"
    "refusal"
    "model_context_window_exceeded"
    stop_sequence: Optional[str]

    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.

    type: Literal["message"]

    Object type.

    For Messages, this is always "message".

    Accepts one of the following:
    "message"
    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: Optional[BetaCacheCreation]

    Breakdown of cached tokens by TTL

    ephemeral_1h_input_tokens: int

    The number of input tokens used to create the 1 hour cache entry.

    minimum0
    ephemeral_5m_input_tokens: int

    The number of input tokens used to create the 5 minute cache entry.

    minimum0
    cache_creation_input_tokens: Optional[int]

    The number of input tokens used to create the cache entry.

    minimum0
    cache_read_input_tokens: Optional[int]

    The number of input tokens read from the cache.

    minimum0
    input_tokens: int

    The number of input tokens which were used.

    minimum0
    output_tokens: int

    The number of output tokens which were used.

    minimum0
    server_tool_use: Optional[BetaServerToolUsage]

    The number of server tool requests.

    web_fetch_requests: int

    The number of web fetch tool requests.

    minimum0
    web_search_requests: int

    The number of web search tool requests.

    minimum0
    service_tier: Optional[Literal["standard", "priority", "batch"]]

    If the request used the priority, standard, or batch tier.

    Accepts one of the following:
    "standard"
    "priority"
    "batch"
    class BetaMessageDeltaUsage: …
    cache_creation_input_tokens: Optional[int]

    The cumulative number of input tokens used to create the cache entry.

    minimum0
    cache_read_input_tokens: Optional[int]

    The cumulative number of input tokens read from the cache.

    minimum0
    input_tokens: Optional[int]

    The cumulative number of input tokens which were used.

    minimum0
    output_tokens: int

    The cumulative number of output tokens which were used.

    server_tool_use: Optional[BetaServerToolUsage]

    The number of server tool requests.

    web_fetch_requests: int

    The number of web fetch tool requests.

    minimum0
    web_search_requests: int

    The number of web search tool requests.

    minimum0
    class BetaMessageParam: …
    content: Union[str, List[BetaContentBlockParam]]
    Accepts one of the following:
    ContentUnionMember0 = str
    ContentUnionMember1 = List[BetaContentBlockParam]
    Accepts one of the following:
    class BetaTextBlockParam: …
    text: str
    minLength1
    type: Literal["text"]
    Accepts one of the following:
    "text"
    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    citations: Optional[List[BetaTextCitationParam]]
    Accepts one of the following:
    class BetaCitationCharLocationParam: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    maxLength255
    minLength1
    end_char_index: int
    start_char_index: int
    minimum0
    type: Literal["char_location"]
    Accepts one of the following:
    "char_location"
    class BetaCitationPageLocationParam: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    maxLength255
    minLength1
    end_page_number: int
    start_page_number: int
    minimum1
    type: Literal["page_location"]
    Accepts one of the following:
    "page_location"
    class BetaCitationContentBlockLocationParam: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    maxLength255
    minLength1
    end_block_index: int
    start_block_index: int
    minimum0
    type: Literal["content_block_location"]
    Accepts one of the following:
    "content_block_location"
    class BetaCitationWebSearchResultLocationParam: …
    cited_text: str
    encrypted_index: str
    title: Optional[str]
    maxLength512
    minLength1
    type: Literal["web_search_result_location"]
    Accepts one of the following:
    "web_search_result_location"
    url: str
    maxLength2048
    minLength1
    class BetaCitationSearchResultLocationParam: …
    cited_text: str
    end_block_index: int
    search_result_index: int
    minimum0
    source: str
    start_block_index: int
    minimum0
    title: Optional[str]
    type: Literal["search_result_location"]
    Accepts one of the following:
    "search_result_location"
    class BetaImageBlockParam: …
    source: Source
    Accepts one of the following:
    class BetaBase64ImageSource: …
    data: str
    formatbyte
    media_type: Literal["image/jpeg", "image/png", "image/gif", "image/webp"]
    Accepts one of the following:
    "image/jpeg"
    "image/png"
    "image/gif"
    "image/webp"
    type: Literal["base64"]
    Accepts one of the following:
    "base64"
    class BetaURLImageSource: …
    type: Literal["url"]
    Accepts one of the following:
    "url"
    url: str
    class BetaFileImageSource: …
    file_id: str
    type: Literal["file"]
    Accepts one of the following:
    "file"
    type: Literal["image"]
    Accepts one of the following:
    "image"
    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    class BetaRequestDocumentBlock: …
    source: Source
    Accepts one of the following:
    class BetaBase64PDFSource: …
    data: str
    formatbyte
    media_type: Literal["application/pdf"]
    Accepts one of the following:
    "application/pdf"
    type: Literal["base64"]
    Accepts one of the following:
    "base64"
    class BetaPlainTextSource: …
    data: str
    media_type: Literal["text/plain"]
    Accepts one of the following:
    "text/plain"
    type: Literal["text"]
    Accepts one of the following:
    "text"
    class BetaContentBlockSource: …
    content: Union[str, List[BetaContentBlockSourceContent]]
    Accepts one of the following:
    ContentUnionMember0 = str
    ContentBetaContentBlockSourceContent = List[BetaContentBlockSourceContent]
    Accepts one of the following:
    class BetaTextBlockParam: …
    text: str
    minLength1
    type: Literal["text"]
    Accepts one of the following:
    "text"
    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    citations: Optional[List[BetaTextCitationParam]]
    Accepts one of the following:
    class BetaCitationCharLocationParam: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    maxLength255
    minLength1
    end_char_index: int
    start_char_index: int
    minimum0
    type: Literal["char_location"]
    Accepts one of the following:
    "char_location"
    class BetaCitationPageLocationParam: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    maxLength255
    minLength1
    end_page_number: int
    start_page_number: int
    minimum1
    type: Literal["page_location"]
    Accepts one of the following:
    "page_location"
    class BetaCitationContentBlockLocationParam: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    maxLength255
    minLength1
    end_block_index: int
    start_block_index: int
    minimum0
    type: Literal["content_block_location"]
    Accepts one of the following:
    "content_block_location"
    class BetaCitationWebSearchResultLocationParam: …
    cited_text: str
    encrypted_index: str
    title: Optional[str]
    maxLength512
    minLength1
    type: Literal["web_search_result_location"]
    Accepts one of the following:
    "web_search_result_location"
    url: str
    maxLength2048
    minLength1
    class BetaCitationSearchResultLocationParam: …
    cited_text: str
    end_block_index: int
    search_result_index: int
    minimum0
    source: str
    start_block_index: int
    minimum0
    title: Optional[str]
    type: Literal["search_result_location"]
    Accepts one of the following:
    "search_result_location"
    class BetaImageBlockParam: …
    source: Source
    Accepts one of the following:
    class BetaBase64ImageSource: …
    data: str
    formatbyte
    media_type: Literal["image/jpeg", "image/png", "image/gif", "image/webp"]
    Accepts one of the following:
    "image/jpeg"
    "image/png"
    "image/gif"
    "image/webp"
    type: Literal["base64"]
    Accepts one of the following:
    "base64"
    class BetaURLImageSource: …
    type: Literal["url"]
    Accepts one of the following:
    "url"
    url: str
    class BetaFileImageSource: …
    file_id: str
    type: Literal["file"]
    Accepts one of the following:
    "file"
    type: Literal["image"]
    Accepts one of the following:
    "image"
    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    type: Literal["content"]
    Accepts one of the following:
    "content"
    class BetaURLPDFSource: …
    type: Literal["url"]
    Accepts one of the following:
    "url"
    url: str
    class BetaFileDocumentSource: …
    file_id: str
    type: Literal["file"]
    Accepts one of the following:
    "file"
    type: Literal["document"]
    Accepts one of the following:
    "document"
    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    citations: Optional[BetaCitationsConfigParam]
    enabled: Optional[bool]
    context: Optional[str]
    minLength1
    title: Optional[str]
    maxLength500
    minLength1
    class BetaSearchResultBlockParam: …
    content: List[BetaTextBlockParam]
    text: str
    minLength1
    type: Literal["text"]
    Accepts one of the following:
    "text"
    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    citations: Optional[List[BetaTextCitationParam]]
    Accepts one of the following:
    class BetaCitationCharLocationParam: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    maxLength255
    minLength1
    end_char_index: int
    start_char_index: int
    minimum0
    type: Literal["char_location"]
    Accepts one of the following:
    "char_location"
    class BetaCitationPageLocationParam: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    maxLength255
    minLength1
    end_page_number: int
    start_page_number: int
    minimum1
    type: Literal["page_location"]
    Accepts one of the following:
    "page_location"
    class BetaCitationContentBlockLocationParam: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    maxLength255
    minLength1
    end_block_index: int
    start_block_index: int
    minimum0
    type: Literal["content_block_location"]
    Accepts one of the following:
    "content_block_location"
    class BetaCitationWebSearchResultLocationParam: …
    cited_text: str
    encrypted_index: str
    title: Optional[str]
    maxLength512
    minLength1
    type: Literal["web_search_result_location"]
    Accepts one of the following:
    "web_search_result_location"
    url: str
    maxLength2048
    minLength1
    class BetaCitationSearchResultLocationParam: …
    cited_text: str
    end_block_index: int
    search_result_index: int
    minimum0
    source: str
    start_block_index: int
    minimum0
    title: Optional[str]
    type: Literal["search_result_location"]
    Accepts one of the following:
    "search_result_location"
    source: str
    title: str
    type: Literal["search_result"]
    Accepts one of the following:
    "search_result"
    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    citations: Optional[BetaCitationsConfigParam]
    enabled: Optional[bool]
    class BetaThinkingBlockParam: …
    signature: str
    thinking: str
    type: Literal["thinking"]
    Accepts one of the following:
    "thinking"
    class BetaRedactedThinkingBlockParam: …
    data: str
    type: Literal["redacted_thinking"]
    Accepts one of the following:
    "redacted_thinking"
    class BetaToolUseBlockParam: …
    id: str
    input: Dict[str, object]
    name: str
    maxLength200
    minLength1
    type: Literal["tool_use"]
    Accepts one of the following:
    "tool_use"
    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    class BetaToolResultBlockParam: …
    tool_use_id: str
    type: Literal["tool_result"]
    Accepts one of the following:
    "tool_result"
    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    content: Optional[Union[str, List[Content], null]]
    Accepts one of the following:
    ContentUnionMember0 = str
    Content = List[Content]
    Accepts one of the following:
    class BetaTextBlockParam: …
    text: str
    minLength1
    type: Literal["text"]
    Accepts one of the following:
    "text"
    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    citations: Optional[List[BetaTextCitationParam]]
    Accepts one of the following:
    class BetaCitationCharLocationParam: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    maxLength255
    minLength1
    end_char_index: int
    start_char_index: int
    minimum0
    type: Literal["char_location"]
    Accepts one of the following:
    "char_location"
    class BetaCitationPageLocationParam: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    maxLength255
    minLength1
    end_page_number: int
    start_page_number: int
    minimum1
    type: Literal["page_location"]
    Accepts one of the following:
    "page_location"
    class BetaCitationContentBlockLocationParam: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    maxLength255
    minLength1
    end_block_index: int
    start_block_index: int
    minimum0
    type: Literal["content_block_location"]
    Accepts one of the following:
    "content_block_location"
    class BetaCitationWebSearchResultLocationParam: …
    cited_text: str
    encrypted_index: str
    title: Optional[str]
    maxLength512
    minLength1
    type: Literal["web_search_result_location"]
    Accepts one of the following:
    "web_search_result_location"
    url: str
    maxLength2048
    minLength1
    class BetaCitationSearchResultLocationParam: …
    cited_text: str
    end_block_index: int
    search_result_index: int
    minimum0
    source: str
    start_block_index: int
    minimum0
    title: Optional[str]
    type: Literal["search_result_location"]
    Accepts one of the following:
    "search_result_location"
    class BetaImageBlockParam: …
    source: Source
    Accepts one of the following:
    class BetaBase64ImageSource: …
    data: str
    formatbyte
    media_type: Literal["image/jpeg", "image/png", "image/gif", "image/webp"]
    Accepts one of the following:
    "image/jpeg"
    "image/png"
    "image/gif"
    "image/webp"
    type: Literal["base64"]
    Accepts one of the following:
    "base64"
    class BetaURLImageSource: …
    type: Literal["url"]
    Accepts one of the following:
    "url"
    url: str
    class BetaFileImageSource: …
    file_id: str
    type: Literal["file"]
    Accepts one of the following:
    "file"
    type: Literal["image"]
    Accepts one of the following:
    "image"
    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    class BetaSearchResultBlockParam: …
    content: List[BetaTextBlockParam]
    text: str
    minLength1
    type: Literal["text"]
    Accepts one of the following:
    "text"
    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    citations: Optional[List[BetaTextCitationParam]]
    Accepts one of the following:
    class BetaCitationCharLocationParam: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    maxLength255
    minLength1
    end_char_index: int
    start_char_index: int
    minimum0
    type: Literal["char_location"]
    Accepts one of the following:
    "char_location"
    class BetaCitationPageLocationParam: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    maxLength255
    minLength1
    end_page_number: int
    start_page_number: int
    minimum1
    type: Literal["page_location"]
    Accepts one of the following:
    "page_location"
    class BetaCitationContentBlockLocationParam: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    maxLength255
    minLength1
    end_block_index: int
    start_block_index: int
    minimum0
    type: Literal["content_block_location"]
    Accepts one of the following:
    "content_block_location"
    class BetaCitationWebSearchResultLocationParam: …
    cited_text: str
    encrypted_index: str
    title: Optional[str]
    maxLength512
    minLength1
    type: Literal["web_search_result_location"]
    Accepts one of the following:
    "web_search_result_location"
    url: str
    maxLength2048
    minLength1
    class BetaCitationSearchResultLocationParam: …
    cited_text: str
    end_block_index: int
    search_result_index: int
    minimum0
    source: str
    start_block_index: int
    minimum0
    title: Optional[str]
    type: Literal["search_result_location"]
    Accepts one of the following:
    "search_result_location"
    source: str
    title: str
    type: Literal["search_result"]
    Accepts one of the following:
    "search_result"
    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    citations: Optional[BetaCitationsConfigParam]
    enabled: Optional[bool]
    class BetaRequestDocumentBlock: …
    source: Source
    Accepts one of the following:
    class BetaBase64PDFSource: …
    data: str
    formatbyte
    media_type: Literal["application/pdf"]
    Accepts one of the following:
    "application/pdf"
    type: Literal["base64"]
    Accepts one of the following:
    "base64"
    class BetaPlainTextSource: …
    data: str
    media_type: Literal["text/plain"]
    Accepts one of the following:
    "text/plain"
    type: Literal["text"]
    Accepts one of the following:
    "text"
    class BetaContentBlockSource: …
    content: Union[str, List[BetaContentBlockSourceContent]]
    Accepts one of the following:
    ContentUnionMember0 = str
    ContentBetaContentBlockSourceContent = List[BetaContentBlockSourceContent]
    Accepts one of the following:
    class BetaTextBlockParam: …
    text: str
    minLength1
    type: Literal["text"]
    Accepts one of the following:
    "text"
    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    citations: Optional[List[BetaTextCitationParam]]
    Accepts one of the following:
    class BetaCitationCharLocationParam: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    maxLength255
    minLength1
    end_char_index: int
    start_char_index: int
    minimum0
    type: Literal["char_location"]
    Accepts one of the following:
    "char_location"
    class BetaCitationPageLocationParam: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    maxLength255
    minLength1
    end_page_number: int
    start_page_number: int
    minimum1
    type: Literal["page_location"]
    Accepts one of the following:
    "page_location"
    class BetaCitationContentBlockLocationParam: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    maxLength255
    minLength1
    end_block_index: int
    start_block_index: int
    minimum0
    type: Literal["content_block_location"]
    Accepts one of the following:
    "content_block_location"
    class BetaCitationWebSearchResultLocationParam: …
    cited_text: str
    encrypted_index: str
    title: Optional[str]
    maxLength512
    minLength1
    type: Literal["web_search_result_location"]
    Accepts one of the following:
    "web_search_result_location"
    url: str
    maxLength2048
    minLength1
    class BetaCitationSearchResultLocationParam: …
    cited_text: str
    end_block_index: int
    search_result_index: int
    minimum0
    source: str
    start_block_index: int
    minimum0
    title: Optional[str]
    type: Literal["search_result_location"]
    Accepts one of the following:
    "search_result_location"
    class BetaImageBlockParam: …
    source: Source
    Accepts one of the following:
    class BetaBase64ImageSource: …
    data: str
    formatbyte
    media_type: Literal["image/jpeg", "image/png", "image/gif", "image/webp"]
    Accepts one of the following:
    "image/jpeg"
    "image/png"
    "image/gif"
    "image/webp"
    type: Literal["base64"]
    Accepts one of the following:
    "base64"
    class BetaURLImageSource: …
    type: Literal["url"]
    Accepts one of the following:
    "url"
    url: str
    class BetaFileImageSource: …
    file_id: str
    type: Literal["file"]
    Accepts one of the following:
    "file"
    type: Literal["image"]
    Accepts one of the following:
    "image"
    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    type: Literal["content"]
    Accepts one of the following:
    "content"
    class BetaURLPDFSource: …
    type: Literal["url"]
    Accepts one of the following:
    "url"
    url: str
    class BetaFileDocumentSource: …
    file_id: str
    type: Literal["file"]
    Accepts one of the following:
    "file"
    type: Literal["document"]
    Accepts one of the following:
    "document"
    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    citations: Optional[BetaCitationsConfigParam]
    enabled: Optional[bool]
    context: Optional[str]
    minLength1
    title: Optional[str]
    maxLength500
    minLength1
    is_error: Optional[bool]
    class BetaServerToolUseBlockParam: …
    id: str
    input: Dict[str, object]
    name: Literal["web_search", "web_fetch", "code_execution", 2 more]
    Accepts one of the following:
    "web_search"
    "web_fetch"
    "code_execution"
    "bash_code_execution"
    "text_editor_code_execution"
    type: Literal["server_tool_use"]
    Accepts one of the following:
    "server_tool_use"
    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    class BetaWebSearchToolResultBlockParam: …
    content: BetaWebSearchToolResultBlockParamContent
    Accepts one of the following:
    ResultBlock = List[BetaWebSearchResultBlockParam]
    encrypted_content: str
    title: str
    type: Literal["web_search_result"]
    Accepts one of the following:
    "web_search_result"
    url: str
    page_age: Optional[str]
    class BetaWebSearchToolRequestError: …
    error_code: BetaWebSearchToolResultErrorCode
    Accepts one of the following:
    "invalid_tool_input"
    "unavailable"
    "max_uses_exceeded"
    "too_many_requests"
    "query_too_long"
    type: Literal["web_search_tool_result_error"]
    Accepts one of the following:
    "web_search_tool_result_error"
    tool_use_id: str
    type: Literal["web_search_tool_result"]
    Accepts one of the following:
    "web_search_tool_result"
    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    class BetaWebFetchToolResultBlockParam: …
    content: Content
    Accepts one of the following:
    class BetaWebFetchToolResultErrorBlockParam: …
    error_code: BetaWebFetchToolResultErrorCode
    Accepts one of the following:
    "invalid_tool_input"
    "url_too_long"
    "url_not_allowed"
    "url_not_accessible"
    "unsupported_content_type"
    "too_many_requests"
    "max_uses_exceeded"
    "unavailable"
    type: Literal["web_fetch_tool_result_error"]
    Accepts one of the following:
    "web_fetch_tool_result_error"
    class BetaWebFetchBlockParam: …
    content: BetaRequestDocumentBlock
    source: Source
    Accepts one of the following:
    class BetaBase64PDFSource: …
    data: str
    formatbyte
    media_type: Literal["application/pdf"]
    Accepts one of the following:
    "application/pdf"
    type: Literal["base64"]
    Accepts one of the following:
    "base64"
    class BetaPlainTextSource: …
    data: str
    media_type: Literal["text/plain"]
    Accepts one of the following:
    "text/plain"
    type: Literal["text"]
    Accepts one of the following:
    "text"
    class BetaContentBlockSource: …
    content: Union[str, List[BetaContentBlockSourceContent]]
    Accepts one of the following:
    ContentUnionMember0 = str
    ContentBetaContentBlockSourceContent = List[BetaContentBlockSourceContent]
    Accepts one of the following:
    class BetaTextBlockParam: …
    text: str
    minLength1
    type: Literal["text"]
    Accepts one of the following:
    "text"
    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    citations: Optional[List[BetaTextCitationParam]]
    Accepts one of the following:
    class BetaCitationCharLocationParam: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    maxLength255
    minLength1
    end_char_index: int
    start_char_index: int
    minimum0
    type: Literal["char_location"]
    Accepts one of the following:
    "char_location"
    class BetaCitationPageLocationParam: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    maxLength255
    minLength1
    end_page_number: int
    start_page_number: int
    minimum1
    type: Literal["page_location"]
    Accepts one of the following:
    "page_location"
    class BetaCitationContentBlockLocationParam: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    maxLength255
    minLength1
    end_block_index: int
    start_block_index: int
    minimum0
    type: Literal["content_block_location"]
    Accepts one of the following:
    "content_block_location"
    class BetaCitationWebSearchResultLocationParam: …
    cited_text: str
    encrypted_index: str
    title: Optional[str]
    maxLength512
    minLength1
    type: Literal["web_search_result_location"]
    Accepts one of the following:
    "web_search_result_location"
    url: str
    maxLength2048
    minLength1
    class BetaCitationSearchResultLocationParam: …
    cited_text: str
    end_block_index: int
    search_result_index: int
    minimum0
    source: str
    start_block_index: int
    minimum0
    title: Optional[str]
    type: Literal["search_result_location"]
    Accepts one of the following:
    "search_result_location"
    class BetaImageBlockParam: …
    source: Source
    Accepts one of the following:
    class BetaBase64ImageSource: …
    data: str
    formatbyte
    media_type: Literal["image/jpeg", "image/png", "image/gif", "image/webp"]
    Accepts one of the following:
    "image/jpeg"
    "image/png"
    "image/gif"
    "image/webp"
    type: Literal["base64"]
    Accepts one of the following:
    "base64"
    class BetaURLImageSource: …
    type: Literal["url"]
    Accepts one of the following:
    "url"
    url: str
    class BetaFileImageSource: …
    file_id: str
    type: Literal["file"]
    Accepts one of the following:
    "file"
    type: Literal["image"]
    Accepts one of the following:
    "image"
    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    type: Literal["content"]
    Accepts one of the following:
    "content"
    class BetaURLPDFSource: …
    type: Literal["url"]
    Accepts one of the following:
    "url"
    url: str
    class BetaFileDocumentSource: …
    file_id: str
    type: Literal["file"]
    Accepts one of the following:
    "file"
    type: Literal["document"]
    Accepts one of the following:
    "document"
    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    citations: Optional[BetaCitationsConfigParam]
    enabled: Optional[bool]
    context: Optional[str]
    minLength1
    title: Optional[str]
    maxLength500
    minLength1
    type: Literal["web_fetch_result"]
    Accepts one of the following:
    "web_fetch_result"
    url: str

    Fetched content URL

    retrieved_at: Optional[str]

    ISO 8601 timestamp when the content was retrieved

    tool_use_id: str
    type: Literal["web_fetch_tool_result"]
    Accepts one of the following:
    "web_fetch_tool_result"
    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    class BetaCodeExecutionToolResultBlockParam: …
    content: BetaCodeExecutionToolResultBlockParamContent
    Accepts one of the following:
    class BetaCodeExecutionToolResultErrorParam: …
    error_code: BetaCodeExecutionToolResultErrorCode
    Accepts one of the following:
    "invalid_tool_input"
    "unavailable"
    "too_many_requests"
    "execution_time_exceeded"
    type: Literal["code_execution_tool_result_error"]
    Accepts one of the following:
    "code_execution_tool_result_error"
    class BetaCodeExecutionResultBlockParam: …
    content: List[BetaCodeExecutionOutputBlockParam]
    file_id: str
    type: Literal["code_execution_output"]
    Accepts one of the following:
    "code_execution_output"
    return_code: int
    stderr: str
    stdout: str
    type: Literal["code_execution_result"]
    Accepts one of the following:
    "code_execution_result"
    tool_use_id: str
    type: Literal["code_execution_tool_result"]
    Accepts one of the following:
    "code_execution_tool_result"
    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    class BetaBashCodeExecutionToolResultBlockParam: …
    content: Content
    Accepts one of the following:
    class BetaBashCodeExecutionToolResultErrorParam: …
    error_code: Literal["invalid_tool_input", "unavailable", "too_many_requests", 2 more]
    Accepts one of the following:
    "invalid_tool_input"
    "unavailable"
    "too_many_requests"
    "execution_time_exceeded"
    "output_file_too_large"
    type: Literal["bash_code_execution_tool_result_error"]
    Accepts one of the following:
    "bash_code_execution_tool_result_error"
    class BetaBashCodeExecutionResultBlockParam: …
    content: List[BetaBashCodeExecutionOutputBlockParam]
    file_id: str
    type: Literal["bash_code_execution_output"]
    Accepts one of the following:
    "bash_code_execution_output"
    return_code: int
    stderr: str
    stdout: str
    type: Literal["bash_code_execution_result"]
    Accepts one of the following:
    "bash_code_execution_result"
    tool_use_id: str
    type: Literal["bash_code_execution_tool_result"]
    Accepts one of the following:
    "bash_code_execution_tool_result"
    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    class BetaTextEditorCodeExecutionToolResultBlockParam: …
    content: Content
    Accepts one of the following:
    class BetaTextEditorCodeExecutionToolResultErrorParam: …
    error_code: Literal["invalid_tool_input", "unavailable", "too_many_requests", 2 more]
    Accepts one of the following:
    "invalid_tool_input"
    "unavailable"
    "too_many_requests"
    "execution_time_exceeded"
    "file_not_found"
    type: Literal["text_editor_code_execution_tool_result_error"]
    Accepts one of the following:
    "text_editor_code_execution_tool_result_error"
    error_message: Optional[str]
    class BetaTextEditorCodeExecutionViewResultBlockParam: …
    content: str
    file_type: Literal["text", "image", "pdf"]
    Accepts one of the following:
    "text"
    "image"
    "pdf"
    type: Literal["text_editor_code_execution_view_result"]
    Accepts one of the following:
    "text_editor_code_execution_view_result"
    num_lines: Optional[int]
    start_line: Optional[int]
    total_lines: Optional[int]
    class BetaTextEditorCodeExecutionCreateResultBlockParam: …
    is_file_update: bool
    type: Literal["text_editor_code_execution_create_result"]
    Accepts one of the following:
    "text_editor_code_execution_create_result"
    class BetaTextEditorCodeExecutionStrReplaceResultBlockParam: …
    type: Literal["text_editor_code_execution_str_replace_result"]
    Accepts one of the following:
    "text_editor_code_execution_str_replace_result"
    lines: Optional[List[str]]
    new_lines: Optional[int]
    new_start: Optional[int]
    old_lines: Optional[int]
    old_start: Optional[int]
    tool_use_id: str
    type: Literal["text_editor_code_execution_tool_result"]
    Accepts one of the following:
    "text_editor_code_execution_tool_result"
    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    class BetaMCPToolUseBlockParam: …
    id: str
    input: Dict[str, object]
    name: str
    server_name: str

    The name of the MCP server

    type: Literal["mcp_tool_use"]
    Accepts one of the following:
    "mcp_tool_use"
    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    class BetaRequestMCPToolResultBlockParam: …
    tool_use_id: str
    type: Literal["mcp_tool_result"]
    Accepts one of the following:
    "mcp_tool_result"
    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    content: Optional[Union[str, List[BetaTextBlockParam], null]]
    Accepts one of the following:
    ContentUnionMember0 = str
    ContentBetaMCPToolResultBlockParamContent = List[BetaTextBlockParam]
    text: str
    minLength1
    type: Literal["text"]
    Accepts one of the following:
    "text"
    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    citations: Optional[List[BetaTextCitationParam]]
    Accepts one of the following:
    class BetaCitationCharLocationParam: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    maxLength255
    minLength1
    end_char_index: int
    start_char_index: int
    minimum0
    type: Literal["char_location"]
    Accepts one of the following:
    "char_location"
    class BetaCitationPageLocationParam: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    maxLength255
    minLength1
    end_page_number: int
    start_page_number: int
    minimum1
    type: Literal["page_location"]
    Accepts one of the following:
    "page_location"
    class BetaCitationContentBlockLocationParam: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    maxLength255
    minLength1
    end_block_index: int
    start_block_index: int
    minimum0
    type: Literal["content_block_location"]
    Accepts one of the following:
    "content_block_location"
    class BetaCitationWebSearchResultLocationParam: …
    cited_text: str
    encrypted_index: str
    title: Optional[str]
    maxLength512
    minLength1
    type: Literal["web_search_result_location"]
    Accepts one of the following:
    "web_search_result_location"
    url: str
    maxLength2048
    minLength1
    class BetaCitationSearchResultLocationParam: …
    cited_text: str
    end_block_index: int
    search_result_index: int
    minimum0
    source: str
    start_block_index: int
    minimum0
    title: Optional[str]
    type: Literal["search_result_location"]
    Accepts one of the following:
    "search_result_location"
    is_error: Optional[bool]
    class BetaContainerUploadBlockParam: …

    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.

    file_id: str
    type: Literal["container_upload"]
    Accepts one of the following:
    "container_upload"
    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    role: Literal["user", "assistant"]
    Accepts one of the following:
    "user"
    "assistant"
    class BetaMessageTokensCount: …
    context_management: Optional[BetaCountTokensContextManagementResponse]

    Information about context management applied to the message.

    original_input_tokens: int

    The original token count before context management was applied

    input_tokens: int

    The total number of tokens across the provided list of messages, system prompt, and tools.

    class BetaMetadata: …
    user_id: Optional[str]

    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
    class BetaPlainTextSource: …
    data: str
    media_type: Literal["text/plain"]
    Accepts one of the following:
    "text/plain"
    type: Literal["text"]
    Accepts one of the following:
    "text"
    BetaRawContentBlockDelta = BetaRawContentBlockDelta
    Accepts one of the following:
    class BetaTextDelta: …
    text: str
    type: Literal["text_delta"]
    Accepts one of the following:
    "text_delta"
    class BetaInputJSONDelta: …
    partial_json: str
    type: Literal["input_json_delta"]
    Accepts one of the following:
    "input_json_delta"
    class BetaCitationsDelta: …
    citation: Citation
    Accepts one of the following:
    class BetaCitationCharLocation: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    end_char_index: int
    file_id: Optional[str]
    start_char_index: int
    minimum0
    type: Literal["char_location"]
    Accepts one of the following:
    "char_location"
    class BetaCitationPageLocation: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    end_page_number: int
    file_id: Optional[str]
    start_page_number: int
    minimum1
    type: Literal["page_location"]
    Accepts one of the following:
    "page_location"
    class BetaCitationContentBlockLocation: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    end_block_index: int
    file_id: Optional[str]
    start_block_index: int
    minimum0
    type: Literal["content_block_location"]
    Accepts one of the following:
    "content_block_location"
    class BetaCitationsWebSearchResultLocation: …
    cited_text: str
    encrypted_index: str
    title: Optional[str]
    maxLength512
    type: Literal["web_search_result_location"]
    Accepts one of the following:
    "web_search_result_location"
    url: str
    class BetaCitationSearchResultLocation: …
    cited_text: str
    end_block_index: int
    search_result_index: int
    minimum0
    source: str
    start_block_index: int
    minimum0
    title: Optional[str]
    type: Literal["search_result_location"]
    Accepts one of the following:
    "search_result_location"
    type: Literal["citations_delta"]
    Accepts one of the following:
    "citations_delta"
    class BetaThinkingDelta: …
    thinking: str
    type: Literal["thinking_delta"]
    Accepts one of the following:
    "thinking_delta"
    class BetaSignatureDelta: …
    signature: str
    type: Literal["signature_delta"]
    Accepts one of the following:
    "signature_delta"
    class BetaRawContentBlockDeltaEvent: …
    delta: BetaRawContentBlockDelta
    Accepts one of the following:
    class BetaTextDelta: …
    text: str
    type: Literal["text_delta"]
    Accepts one of the following:
    "text_delta"
    class BetaInputJSONDelta: …
    partial_json: str
    type: Literal["input_json_delta"]
    Accepts one of the following:
    "input_json_delta"
    class BetaCitationsDelta: …
    citation: Citation
    Accepts one of the following:
    class BetaCitationCharLocation: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    end_char_index: int
    file_id: Optional[str]
    start_char_index: int
    minimum0
    type: Literal["char_location"]
    Accepts one of the following:
    "char_location"
    class BetaCitationPageLocation: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    end_page_number: int
    file_id: Optional[str]
    start_page_number: int
    minimum1
    type: Literal["page_location"]
    Accepts one of the following:
    "page_location"
    class BetaCitationContentBlockLocation: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    end_block_index: int
    file_id: Optional[str]
    start_block_index: int
    minimum0
    type: Literal["content_block_location"]
    Accepts one of the following:
    "content_block_location"
    class BetaCitationsWebSearchResultLocation: …
    cited_text: str
    encrypted_index: str
    title: Optional[str]
    maxLength512
    type: Literal["web_search_result_location"]
    Accepts one of the following:
    "web_search_result_location"
    url: str
    class BetaCitationSearchResultLocation: …
    cited_text: str
    end_block_index: int
    search_result_index: int
    minimum0
    source: str
    start_block_index: int
    minimum0
    title: Optional[str]
    type: Literal["search_result_location"]
    Accepts one of the following:
    "search_result_location"
    type: Literal["citations_delta"]
    Accepts one of the following:
    "citations_delta"
    class BetaThinkingDelta: …
    thinking: str
    type: Literal["thinking_delta"]
    Accepts one of the following:
    "thinking_delta"
    class BetaSignatureDelta: …
    signature: str
    type: Literal["signature_delta"]
    Accepts one of the following:
    "signature_delta"
    index: int
    type: Literal["content_block_delta"]
    Accepts one of the following:
    "content_block_delta"
    class BetaRawContentBlockStartEvent: …
    content_block: ContentBlock

    Response model for a file uploaded to the container.

    Accepts one of the following:
    class BetaTextBlock: …
    citations: Optional[List[BetaTextCitation]]

    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.

    Accepts one of the following:
    class BetaCitationCharLocation: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    end_char_index: int
    file_id: Optional[str]
    start_char_index: int
    minimum0
    type: Literal["char_location"]
    Accepts one of the following:
    "char_location"
    class BetaCitationPageLocation: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    end_page_number: int
    file_id: Optional[str]
    start_page_number: int
    minimum1
    type: Literal["page_location"]
    Accepts one of the following:
    "page_location"
    class BetaCitationContentBlockLocation: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    end_block_index: int
    file_id: Optional[str]
    start_block_index: int
    minimum0
    type: Literal["content_block_location"]
    Accepts one of the following:
    "content_block_location"
    class BetaCitationsWebSearchResultLocation: …
    cited_text: str
    encrypted_index: str
    title: Optional[str]
    maxLength512
    type: Literal["web_search_result_location"]
    Accepts one of the following:
    "web_search_result_location"
    url: str
    class BetaCitationSearchResultLocation: …
    cited_text: str
    end_block_index: int
    search_result_index: int
    minimum0
    source: str
    start_block_index: int
    minimum0
    title: Optional[str]
    type: Literal["search_result_location"]
    Accepts one of the following:
    "search_result_location"
    text: str
    maxLength5000000
    minLength0
    type: Literal["text"]
    Accepts one of the following:
    "text"
    class BetaThinkingBlock: …
    signature: str
    thinking: str
    type: Literal["thinking"]
    Accepts one of the following:
    "thinking"
    class BetaRedactedThinkingBlock: …
    data: str
    type: Literal["redacted_thinking"]
    Accepts one of the following:
    "redacted_thinking"
    class BetaToolUseBlock: …
    id: str
    input: Dict[str, object]
    name: str
    minLength1
    type: Literal["tool_use"]
    Accepts one of the following:
    "tool_use"
    class BetaServerToolUseBlock: …
    id: str
    input: Dict[str, object]
    name: Literal["web_search", "web_fetch", "code_execution", 2 more]
    Accepts one of the following:
    "web_search"
    "web_fetch"
    "code_execution"
    "bash_code_execution"
    "text_editor_code_execution"
    type: Literal["server_tool_use"]
    Accepts one of the following:
    "server_tool_use"
    class BetaWebSearchToolResultBlock: …
    content: BetaWebSearchToolResultBlockContent
    Accepts one of the following:
    class BetaWebSearchToolResultError: …
    error_code: BetaWebSearchToolResultErrorCode
    Accepts one of the following:
    "invalid_tool_input"
    "unavailable"
    "max_uses_exceeded"
    "too_many_requests"
    "query_too_long"
    type: Literal["web_search_tool_result_error"]
    Accepts one of the following:
    "web_search_tool_result_error"
    UnionMember1 = List[BetaWebSearchResultBlock]
    encrypted_content: str
    page_age: Optional[str]
    title: str
    type: Literal["web_search_result"]
    Accepts one of the following:
    "web_search_result"
    url: str
    tool_use_id: str
    type: Literal["web_search_tool_result"]
    Accepts one of the following:
    "web_search_tool_result"
    class BetaWebFetchToolResultBlock: …
    content: Content
    Accepts one of the following:
    class BetaWebFetchToolResultErrorBlock: …
    error_code: BetaWebFetchToolResultErrorCode
    Accepts one of the following:
    "invalid_tool_input"
    "url_too_long"
    "url_not_allowed"
    "url_not_accessible"
    "unsupported_content_type"
    "too_many_requests"
    "max_uses_exceeded"
    "unavailable"
    type: Literal["web_fetch_tool_result_error"]
    Accepts one of the following:
    "web_fetch_tool_result_error"
    class BetaWebFetchBlock: …
    content: BetaDocumentBlock
    citations: Optional[BetaCitationConfig]

    Citation configuration for the document

    enabled: bool
    source: Source
    Accepts one of the following:
    class BetaBase64PDFSource: …
    data: str
    formatbyte
    media_type: Literal["application/pdf"]
    Accepts one of the following:
    "application/pdf"
    type: Literal["base64"]
    Accepts one of the following:
    "base64"
    class BetaPlainTextSource: …
    data: str
    media_type: Literal["text/plain"]
    Accepts one of the following:
    "text/plain"
    type: Literal["text"]
    Accepts one of the following:
    "text"
    title: Optional[str]

    The title of the document

    type: Literal["document"]
    Accepts one of the following:
    "document"
    retrieved_at: Optional[str]

    ISO 8601 timestamp when the content was retrieved

    type: Literal["web_fetch_result"]
    Accepts one of the following:
    "web_fetch_result"
    url: str

    Fetched content URL

    tool_use_id: str
    type: Literal["web_fetch_tool_result"]
    Accepts one of the following:
    "web_fetch_tool_result"
    class BetaCodeExecutionToolResultBlock: …
    content: BetaCodeExecutionToolResultBlockContent
    Accepts one of the following:
    class BetaCodeExecutionToolResultError: …
    error_code: BetaCodeExecutionToolResultErrorCode
    Accepts one of the following:
    "invalid_tool_input"
    "unavailable"
    "too_many_requests"
    "execution_time_exceeded"
    type: Literal["code_execution_tool_result_error"]
    Accepts one of the following:
    "code_execution_tool_result_error"
    class BetaCodeExecutionResultBlock: …
    content: List[BetaCodeExecutionOutputBlock]
    file_id: str
    type: Literal["code_execution_output"]
    Accepts one of the following:
    "code_execution_output"
    return_code: int
    stderr: str
    stdout: str
    type: Literal["code_execution_result"]
    Accepts one of the following:
    "code_execution_result"
    tool_use_id: str
    type: Literal["code_execution_tool_result"]
    Accepts one of the following:
    "code_execution_tool_result"
    class BetaBashCodeExecutionToolResultBlock: …
    content: Content
    Accepts one of the following:
    class BetaBashCodeExecutionToolResultError: …
    error_code: Literal["invalid_tool_input", "unavailable", "too_many_requests", 2 more]
    Accepts one of the following:
    "invalid_tool_input"
    "unavailable"
    "too_many_requests"
    "execution_time_exceeded"
    "output_file_too_large"
    type: Literal["bash_code_execution_tool_result_error"]
    Accepts one of the following:
    "bash_code_execution_tool_result_error"
    class BetaBashCodeExecutionResultBlock: …
    content: List[BetaBashCodeExecutionOutputBlock]
    file_id: str
    type: Literal["bash_code_execution_output"]
    Accepts one of the following:
    "bash_code_execution_output"
    return_code: int
    stderr: str
    stdout: str
    type: Literal["bash_code_execution_result"]
    Accepts one of the following:
    "bash_code_execution_result"
    tool_use_id: str
    type: Literal["bash_code_execution_tool_result"]
    Accepts one of the following:
    "bash_code_execution_tool_result"
    class BetaTextEditorCodeExecutionToolResultBlock: …
    content: Content
    Accepts one of the following:
    class BetaTextEditorCodeExecutionToolResultError: …
    error_code: Literal["invalid_tool_input", "unavailable", "too_many_requests", 2 more]
    Accepts one of the following:
    "invalid_tool_input"
    "unavailable"
    "too_many_requests"
    "execution_time_exceeded"
    "file_not_found"
    error_message: Optional[str]
    type: Literal["text_editor_code_execution_tool_result_error"]
    Accepts one of the following:
    "text_editor_code_execution_tool_result_error"
    class BetaTextEditorCodeExecutionViewResultBlock: …
    content: str
    file_type: Literal["text", "image", "pdf"]
    Accepts one of the following:
    "text"
    "image"
    "pdf"
    num_lines: Optional[int]
    start_line: Optional[int]
    total_lines: Optional[int]
    type: Literal["text_editor_code_execution_view_result"]
    Accepts one of the following:
    "text_editor_code_execution_view_result"
    class BetaTextEditorCodeExecutionCreateResultBlock: …
    is_file_update: bool
    type: Literal["text_editor_code_execution_create_result"]
    Accepts one of the following:
    "text_editor_code_execution_create_result"
    class BetaTextEditorCodeExecutionStrReplaceResultBlock: …
    lines: Optional[List[str]]
    new_lines: Optional[int]
    new_start: Optional[int]
    old_lines: Optional[int]
    old_start: Optional[int]
    type: Literal["text_editor_code_execution_str_replace_result"]
    Accepts one of the following:
    "text_editor_code_execution_str_replace_result"
    tool_use_id: str
    type: Literal["text_editor_code_execution_tool_result"]
    Accepts one of the following:
    "text_editor_code_execution_tool_result"
    class BetaMCPToolUseBlock: …
    id: str
    input: Dict[str, object]
    name: str

    The name of the MCP tool

    server_name: str

    The name of the MCP server

    type: Literal["mcp_tool_use"]
    Accepts one of the following:
    "mcp_tool_use"
    class BetaMCPToolResultBlock: …
    content: Union[str, List[BetaTextBlock]]
    Accepts one of the following:
    ContentUnionMember0 = str
    ContentBetaMCPToolResultBlockContent = List[BetaTextBlock]
    citations: Optional[List[BetaTextCitation]]

    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.

    Accepts one of the following:
    class BetaCitationCharLocation: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    end_char_index: int
    file_id: Optional[str]
    start_char_index: int
    minimum0
    type: Literal["char_location"]
    Accepts one of the following:
    "char_location"
    class BetaCitationPageLocation: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    end_page_number: int
    file_id: Optional[str]
    start_page_number: int
    minimum1
    type: Literal["page_location"]
    Accepts one of the following:
    "page_location"
    class BetaCitationContentBlockLocation: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    end_block_index: int
    file_id: Optional[str]
    start_block_index: int
    minimum0
    type: Literal["content_block_location"]
    Accepts one of the following:
    "content_block_location"
    class BetaCitationsWebSearchResultLocation: …
    cited_text: str
    encrypted_index: str
    title: Optional[str]
    maxLength512
    type: Literal["web_search_result_location"]
    Accepts one of the following:
    "web_search_result_location"
    url: str
    class BetaCitationSearchResultLocation: …
    cited_text: str
    end_block_index: int
    search_result_index: int
    minimum0
    source: str
    start_block_index: int
    minimum0
    title: Optional[str]
    type: Literal["search_result_location"]
    Accepts one of the following:
    "search_result_location"
    text: str
    maxLength5000000
    minLength0
    type: Literal["text"]
    Accepts one of the following:
    "text"
    is_error: bool
    tool_use_id: str
    type: Literal["mcp_tool_result"]
    Accepts one of the following:
    "mcp_tool_result"
    class BetaContainerUploadBlock: …

    Response model for a file uploaded to the container.

    file_id: str
    type: Literal["container_upload"]
    Accepts one of the following:
    "container_upload"
    index: int
    type: Literal["content_block_start"]
    Accepts one of the following:
    "content_block_start"
    class BetaRawContentBlockStopEvent: …
    index: int
    type: Literal["content_block_stop"]
    Accepts one of the following:
    "content_block_stop"
    class BetaRawMessageDeltaEvent: …
    context_management: Optional[BetaContextManagementResponse]

    Information about context management strategies applied during the request

    applied_edits: List[AppliedEdit]

    List of context management edits that were applied.

    Accepts one of the following:
    class BetaClearToolUses20250919EditResponse: …
    cleared_input_tokens: int

    Number of input tokens cleared by this edit.

    minimum0
    cleared_tool_uses: int

    Number of tool uses that were cleared.

    minimum0
    type: Literal["clear_tool_uses_20250919"]

    The type of context management edit applied.

    Accepts one of the following:
    "clear_tool_uses_20250919"
    class BetaClearThinking20251015EditResponse: …
    cleared_input_tokens: int

    Number of input tokens cleared by this edit.

    minimum0
    cleared_thinking_turns: int

    Number of thinking turns that were cleared.

    minimum0
    type: Literal["clear_thinking_20251015"]

    The type of context management edit applied.

    Accepts one of the following:
    "clear_thinking_20251015"
    delta: Delta
    container: Optional[BetaContainer]

    Information about the container used in the request (for the code execution tool)

    id: str

    Identifier for the container used in this request

    expires_at: datetime

    The time at which the container will expire.

    formatdate-time
    skills: Optional[List[BetaSkill]]

    Skills loaded in the container

    skill_id: str

    Skill ID

    maxLength64
    minLength1
    type: Literal["anthropic", "custom"]

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

    Accepts one of the following:
    "anthropic"
    "custom"
    version: str

    Skill version or 'latest' for most recent version

    maxLength64
    minLength1
    stop_reason: Optional[BetaStopReason]
    Accepts one of the following:
    "end_turn"
    "max_tokens"
    "stop_sequence"
    "tool_use"
    "pause_turn"
    "refusal"
    "model_context_window_exceeded"
    stop_sequence: Optional[str]
    type: Literal["message_delta"]
    Accepts one of the following:
    "message_delta"
    usage: BetaMessageDeltaUsage

    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_input_tokens: Optional[int]

    The cumulative number of input tokens used to create the cache entry.

    minimum0
    cache_read_input_tokens: Optional[int]

    The cumulative number of input tokens read from the cache.

    minimum0
    input_tokens: Optional[int]

    The cumulative number of input tokens which were used.

    minimum0
    output_tokens: int

    The cumulative number of output tokens which were used.

    server_tool_use: Optional[BetaServerToolUsage]

    The number of server tool requests.

    web_fetch_requests: int

    The number of web fetch tool requests.

    minimum0
    web_search_requests: int

    The number of web search tool requests.

    minimum0
    class BetaRawMessageStartEvent: …
    message: BetaMessage
    id: str

    Unique object identifier.

    The format and length of IDs may change over time.

    container: Optional[BetaContainer]

    Information about the container used in the request (for the code execution tool)

    id: str

    Identifier for the container used in this request

    expires_at: datetime

    The time at which the container will expire.

    formatdate-time
    skills: Optional[List[BetaSkill]]

    Skills loaded in the container

    skill_id: str

    Skill ID

    maxLength64
    minLength1
    type: Literal["anthropic", "custom"]

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

    Accepts one of the following:
    "anthropic"
    "custom"
    version: str

    Skill version or 'latest' for most recent version

    maxLength64
    minLength1
    content: List[BetaContentBlock]

    Content generated by the model.

    This is an array of content blocks, each of which has a type that determines its shape.

    Example:

    [{"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:

    [
      {"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:

    [{"type": "text", "text": "B)"}]
    
    Accepts one of the following:
    class BetaTextBlock: …
    citations: Optional[List[BetaTextCitation]]

    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.

    Accepts one of the following:
    class BetaCitationCharLocation: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    end_char_index: int
    file_id: Optional[str]
    start_char_index: int
    minimum0
    type: Literal["char_location"]
    Accepts one of the following:
    "char_location"
    class BetaCitationPageLocation: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    end_page_number: int
    file_id: Optional[str]
    start_page_number: int
    minimum1
    type: Literal["page_location"]
    Accepts one of the following:
    "page_location"
    class BetaCitationContentBlockLocation: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    end_block_index: int
    file_id: Optional[str]
    start_block_index: int
    minimum0
    type: Literal["content_block_location"]
    Accepts one of the following:
    "content_block_location"
    class BetaCitationsWebSearchResultLocation: …
    cited_text: str
    encrypted_index: str
    title: Optional[str]
    maxLength512
    type: Literal["web_search_result_location"]
    Accepts one of the following:
    "web_search_result_location"
    url: str
    class BetaCitationSearchResultLocation: …
    cited_text: str
    end_block_index: int
    search_result_index: int
    minimum0
    source: str
    start_block_index: int
    minimum0
    title: Optional[str]
    type: Literal["search_result_location"]
    Accepts one of the following:
    "search_result_location"
    text: str
    maxLength5000000
    minLength0
    type: Literal["text"]
    Accepts one of the following:
    "text"
    class BetaThinkingBlock: …
    signature: str
    thinking: str
    type: Literal["thinking"]
    Accepts one of the following:
    "thinking"
    class BetaRedactedThinkingBlock: …
    data: str
    type: Literal["redacted_thinking"]
    Accepts one of the following:
    "redacted_thinking"
    class BetaToolUseBlock: …
    id: str
    input: Dict[str, object]
    name: str
    minLength1
    type: Literal["tool_use"]
    Accepts one of the following:
    "tool_use"
    class BetaServerToolUseBlock: …
    id: str
    input: Dict[str, object]
    name: Literal["web_search", "web_fetch", "code_execution", 2 more]
    Accepts one of the following:
    "web_search"
    "web_fetch"
    "code_execution"
    "bash_code_execution"
    "text_editor_code_execution"
    type: Literal["server_tool_use"]
    Accepts one of the following:
    "server_tool_use"
    class BetaWebSearchToolResultBlock: …
    content: BetaWebSearchToolResultBlockContent
    Accepts one of the following:
    class BetaWebSearchToolResultError: …
    error_code: BetaWebSearchToolResultErrorCode
    Accepts one of the following:
    "invalid_tool_input"
    "unavailable"
    "max_uses_exceeded"
    "too_many_requests"
    "query_too_long"
    type: Literal["web_search_tool_result_error"]
    Accepts one of the following:
    "web_search_tool_result_error"
    UnionMember1 = List[BetaWebSearchResultBlock]
    encrypted_content: str
    page_age: Optional[str]
    title: str
    type: Literal["web_search_result"]
    Accepts one of the following:
    "web_search_result"
    url: str
    tool_use_id: str
    type: Literal["web_search_tool_result"]
    Accepts one of the following:
    "web_search_tool_result"
    class BetaWebFetchToolResultBlock: …
    content: Content
    Accepts one of the following:
    class BetaWebFetchToolResultErrorBlock: …
    error_code: BetaWebFetchToolResultErrorCode
    Accepts one of the following:
    "invalid_tool_input"
    "url_too_long"
    "url_not_allowed"
    "url_not_accessible"
    "unsupported_content_type"
    "too_many_requests"
    "max_uses_exceeded"
    "unavailable"
    type: Literal["web_fetch_tool_result_error"]
    Accepts one of the following:
    "web_fetch_tool_result_error"
    class BetaWebFetchBlock: …
    content: BetaDocumentBlock
    citations: Optional[BetaCitationConfig]

    Citation configuration for the document

    enabled: bool
    source: Source
    Accepts one of the following:
    class BetaBase64PDFSource: …
    data: str
    formatbyte
    media_type: Literal["application/pdf"]
    Accepts one of the following:
    "application/pdf"
    type: Literal["base64"]
    Accepts one of the following:
    "base64"
    class BetaPlainTextSource: …
    data: str
    media_type: Literal["text/plain"]
    Accepts one of the following:
    "text/plain"
    type: Literal["text"]
    Accepts one of the following:
    "text"
    title: Optional[str]

    The title of the document

    type: Literal["document"]
    Accepts one of the following:
    "document"
    retrieved_at: Optional[str]

    ISO 8601 timestamp when the content was retrieved

    type: Literal["web_fetch_result"]
    Accepts one of the following:
    "web_fetch_result"
    url: str

    Fetched content URL

    tool_use_id: str
    type: Literal["web_fetch_tool_result"]
    Accepts one of the following:
    "web_fetch_tool_result"
    class BetaCodeExecutionToolResultBlock: …
    content: BetaCodeExecutionToolResultBlockContent
    Accepts one of the following:
    class BetaCodeExecutionToolResultError: …
    error_code: BetaCodeExecutionToolResultErrorCode
    Accepts one of the following:
    "invalid_tool_input"
    "unavailable"
    "too_many_requests"
    "execution_time_exceeded"
    type: Literal["code_execution_tool_result_error"]
    Accepts one of the following:
    "code_execution_tool_result_error"
    class BetaCodeExecutionResultBlock: …
    content: List[BetaCodeExecutionOutputBlock]
    file_id: str
    type: Literal["code_execution_output"]
    Accepts one of the following:
    "code_execution_output"
    return_code: int
    stderr: str
    stdout: str
    type: Literal["code_execution_result"]
    Accepts one of the following:
    "code_execution_result"
    tool_use_id: str
    type: Literal["code_execution_tool_result"]
    Accepts one of the following:
    "code_execution_tool_result"
    class BetaBashCodeExecutionToolResultBlock: …
    content: Content
    Accepts one of the following:
    class BetaBashCodeExecutionToolResultError: …
    error_code: Literal["invalid_tool_input", "unavailable", "too_many_requests", 2 more]
    Accepts one of the following:
    "invalid_tool_input"
    "unavailable"
    "too_many_requests"
    "execution_time_exceeded"
    "output_file_too_large"
    type: Literal["bash_code_execution_tool_result_error"]
    Accepts one of the following:
    "bash_code_execution_tool_result_error"
    class BetaBashCodeExecutionResultBlock: …
    content: List[BetaBashCodeExecutionOutputBlock]
    file_id: str
    type: Literal["bash_code_execution_output"]
    Accepts one of the following:
    "bash_code_execution_output"
    return_code: int
    stderr: str
    stdout: str
    type: Literal["bash_code_execution_result"]
    Accepts one of the following:
    "bash_code_execution_result"
    tool_use_id: str
    type: Literal["bash_code_execution_tool_result"]
    Accepts one of the following:
    "bash_code_execution_tool_result"
    class BetaTextEditorCodeExecutionToolResultBlock: …
    content: Content
    Accepts one of the following:
    class BetaTextEditorCodeExecutionToolResultError: …
    error_code: Literal["invalid_tool_input", "unavailable", "too_many_requests", 2 more]
    Accepts one of the following:
    "invalid_tool_input"
    "unavailable"
    "too_many_requests"
    "execution_time_exceeded"
    "file_not_found"
    error_message: Optional[str]
    type: Literal["text_editor_code_execution_tool_result_error"]
    Accepts one of the following:
    "text_editor_code_execution_tool_result_error"
    class BetaTextEditorCodeExecutionViewResultBlock: …
    content: str
    file_type: Literal["text", "image", "pdf"]
    Accepts one of the following:
    "text"
    "image"
    "pdf"
    num_lines: Optional[int]
    start_line: Optional[int]
    total_lines: Optional[int]
    type: Literal["text_editor_code_execution_view_result"]
    Accepts one of the following:
    "text_editor_code_execution_view_result"
    class BetaTextEditorCodeExecutionCreateResultBlock: …
    is_file_update: bool
    type: Literal["text_editor_code_execution_create_result"]
    Accepts one of the following:
    "text_editor_code_execution_create_result"
    class BetaTextEditorCodeExecutionStrReplaceResultBlock: …
    lines: Optional[List[str]]
    new_lines: Optional[int]
    new_start: Optional[int]
    old_lines: Optional[int]
    old_start: Optional[int]
    type: Literal["text_editor_code_execution_str_replace_result"]
    Accepts one of the following:
    "text_editor_code_execution_str_replace_result"
    tool_use_id: str
    type: Literal["text_editor_code_execution_tool_result"]
    Accepts one of the following:
    "text_editor_code_execution_tool_result"
    class BetaMCPToolUseBlock: …
    id: str
    input: Dict[str, object]
    name: str

    The name of the MCP tool

    server_name: str

    The name of the MCP server

    type: Literal["mcp_tool_use"]
    Accepts one of the following:
    "mcp_tool_use"
    class BetaMCPToolResultBlock: …
    content: Union[str, List[BetaTextBlock]]
    Accepts one of the following:
    ContentUnionMember0 = str
    ContentBetaMCPToolResultBlockContent = List[BetaTextBlock]
    citations: Optional[List[BetaTextCitation]]

    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.

    Accepts one of the following:
    class BetaCitationCharLocation: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    end_char_index: int
    file_id: Optional[str]
    start_char_index: int
    minimum0
    type: Literal["char_location"]
    Accepts one of the following:
    "char_location"
    class BetaCitationPageLocation: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    end_page_number: int
    file_id: Optional[str]
    start_page_number: int
    minimum1
    type: Literal["page_location"]
    Accepts one of the following:
    "page_location"
    class BetaCitationContentBlockLocation: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    end_block_index: int
    file_id: Optional[str]
    start_block_index: int
    minimum0
    type: Literal["content_block_location"]
    Accepts one of the following:
    "content_block_location"
    class BetaCitationsWebSearchResultLocation: …
    cited_text: str
    encrypted_index: str
    title: Optional[str]
    maxLength512
    type: Literal["web_search_result_location"]
    Accepts one of the following:
    "web_search_result_location"
    url: str
    class BetaCitationSearchResultLocation: …
    cited_text: str
    end_block_index: int
    search_result_index: int
    minimum0
    source: str
    start_block_index: int
    minimum0
    title: Optional[str]
    type: Literal["search_result_location"]
    Accepts one of the following:
    "search_result_location"
    text: str
    maxLength5000000
    minLength0
    type: Literal["text"]
    Accepts one of the following:
    "text"
    is_error: bool
    tool_use_id: str
    type: Literal["mcp_tool_result"]
    Accepts one of the following:
    "mcp_tool_result"
    class BetaContainerUploadBlock: …

    Response model for a file uploaded to the container.

    file_id: str
    type: Literal["container_upload"]
    Accepts one of the following:
    "container_upload"
    context_management: Optional[BetaContextManagementResponse]

    Context management response.

    Information about context management strategies applied during the request.

    applied_edits: List[AppliedEdit]

    List of context management edits that were applied.

    Accepts one of the following:
    class BetaClearToolUses20250919EditResponse: …
    cleared_input_tokens: int

    Number of input tokens cleared by this edit.

    minimum0
    cleared_tool_uses: int

    Number of tool uses that were cleared.

    minimum0
    type: Literal["clear_tool_uses_20250919"]

    The type of context management edit applied.

    Accepts one of the following:
    "clear_tool_uses_20250919"
    class BetaClearThinking20251015EditResponse: …
    cleared_input_tokens: int

    Number of input tokens cleared by this edit.

    minimum0
    cleared_thinking_turns: int

    Number of thinking turns that were cleared.

    minimum0
    type: Literal["clear_thinking_20251015"]

    The type of context management edit applied.

    Accepts one of the following:
    "clear_thinking_20251015"
    model: Model

    The model that will complete your prompt.

    See models for additional details and options.

    Accepts one of the following:
    UnionMember0 = Literal["claude-3-7-sonnet-latest", "claude-3-7-sonnet-20250219", "claude-3-5-haiku-latest", 15 more]

    The model that will complete your prompt.

    See models for additional details and options.

    • claude-3-7-sonnet-latest - Deprecated: Will reach end-of-life on February 19th, 2026. Please migrate to a newer model. Visit https://docs.anthropic.com/en/docs/resources/model-deprecations for more information.
    • claude-3-7-sonnet-20250219 - Deprecated: Will reach end-of-life on February 19th, 2026. Please migrate to a newer model. Visit https://docs.anthropic.com/en/docs/resources/model-deprecations for more information.
    • claude-3-5-haiku-latest - Fastest and most compact model for near-instant responsiveness
    • claude-3-5-haiku-20241022 - Our fastest model
    • claude-haiku-4-5 - Hybrid model, capable of near-instant responses and extended thinking
    • claude-haiku-4-5-20251001 - Hybrid model, capable of near-instant responses and extended thinking
    • claude-sonnet-4-20250514 - High-performance model with extended thinking
    • claude-sonnet-4-0 - High-performance model with extended thinking
    • claude-4-sonnet-20250514 - High-performance model with extended thinking
    • claude-sonnet-4-5 - Our best model for real-world agents and coding
    • claude-sonnet-4-5-20250929 - Our best model for real-world agents and coding
    • claude-opus-4-0 - Our most capable model
    • claude-opus-4-20250514 - Our most capable model
    • claude-4-opus-20250514 - Our most capable model
    • claude-opus-4-1-20250805 - Our most capable model
    • claude-3-opus-latest - Deprecated: Will reach end-of-life on January 5th, 2026. Please migrate to a newer model. Visit https://docs.anthropic.com/en/docs/resources/model-deprecations for more information.
    • claude-3-opus-20240229 - Deprecated: Will reach end-of-life on January 5th, 2026. Please migrate to a newer model. Visit https://docs.anthropic.com/en/docs/resources/model-deprecations for more information.
    • claude-3-haiku-20240307 - Our previous most fast and cost-effective
    Accepts one of the following:
    "claude-3-7-sonnet-latest"

    High-performance model with early extended thinking

    "claude-3-7-sonnet-20250219"

    High-performance model with early extended thinking

    "claude-3-5-haiku-latest"

    Fastest and most compact model for near-instant responsiveness

    "claude-3-5-haiku-20241022"

    Our fastest model

    "claude-haiku-4-5"

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

    "claude-haiku-4-5-20251001"

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

    "claude-sonnet-4-20250514"

    High-performance model with extended thinking

    "claude-sonnet-4-0"

    High-performance model with extended thinking

    "claude-4-sonnet-20250514"

    High-performance model with extended thinking

    "claude-sonnet-4-5"

    Our best model for real-world agents and coding

    "claude-sonnet-4-5-20250929"

    Our best model for real-world agents and coding

    "claude-opus-4-0"

    Our most capable model

    "claude-opus-4-20250514"

    Our most capable model

    "claude-4-opus-20250514"

    Our most capable model

    "claude-opus-4-1-20250805"

    Our most capable model

    "claude-3-opus-latest"

    Excels at writing and complex tasks

    "claude-3-opus-20240229"

    Excels at writing and complex tasks

    "claude-3-haiku-20240307"

    Our previous most fast and cost-effective

    UnionMember1 = str
    role: Literal["assistant"]

    Conversational role of the generated message.

    This will always be "assistant".

    Accepts one of the following:
    "assistant"
    stop_reason: Optional[BetaStopReason]

    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

    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.

    Accepts one of the following:
    "end_turn"
    "max_tokens"
    "stop_sequence"
    "tool_use"
    "pause_turn"
    "refusal"
    "model_context_window_exceeded"
    stop_sequence: Optional[str]

    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.

    type: Literal["message"]

    Object type.

    For Messages, this is always "message".

    Accepts one of the following:
    "message"
    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: Optional[BetaCacheCreation]

    Breakdown of cached tokens by TTL

    ephemeral_1h_input_tokens: int

    The number of input tokens used to create the 1 hour cache entry.

    minimum0
    ephemeral_5m_input_tokens: int

    The number of input tokens used to create the 5 minute cache entry.

    minimum0
    cache_creation_input_tokens: Optional[int]

    The number of input tokens used to create the cache entry.

    minimum0
    cache_read_input_tokens: Optional[int]

    The number of input tokens read from the cache.

    minimum0
    input_tokens: int

    The number of input tokens which were used.

    minimum0
    output_tokens: int

    The number of output tokens which were used.

    minimum0
    server_tool_use: Optional[BetaServerToolUsage]

    The number of server tool requests.

    web_fetch_requests: int

    The number of web fetch tool requests.

    minimum0
    web_search_requests: int

    The number of web search tool requests.

    minimum0
    service_tier: Optional[Literal["standard", "priority", "batch"]]

    If the request used the priority, standard, or batch tier.

    Accepts one of the following:
    "standard"
    "priority"
    "batch"
    type: Literal["message_start"]
    Accepts one of the following:
    "message_start"
    class BetaRawMessageStopEvent: …
    type: Literal["message_stop"]
    Accepts one of the following:
    "message_stop"
    BetaRawMessageStreamEvent = BetaRawMessageStreamEvent
    Accepts one of the following:
    class BetaRawMessageStartEvent: …
    message: BetaMessage
    id: str

    Unique object identifier.

    The format and length of IDs may change over time.

    container: Optional[BetaContainer]

    Information about the container used in the request (for the code execution tool)

    id: str

    Identifier for the container used in this request

    expires_at: datetime

    The time at which the container will expire.

    formatdate-time
    skills: Optional[List[BetaSkill]]

    Skills loaded in the container

    skill_id: str

    Skill ID

    maxLength64
    minLength1
    type: Literal["anthropic", "custom"]

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

    Accepts one of the following:
    "anthropic"
    "custom"
    version: str

    Skill version or 'latest' for most recent version

    maxLength64
    minLength1
    content: List[BetaContentBlock]

    Content generated by the model.

    This is an array of content blocks, each of which has a type that determines its shape.

    Example:

    [{"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:

    [
      {"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:

    [{"type": "text", "text": "B)"}]
    
    Accepts one of the following:
    class BetaTextBlock: …
    citations: Optional[List[BetaTextCitation]]

    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.

    Accepts one of the following:
    class BetaCitationCharLocation: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    end_char_index: int
    file_id: Optional[str]
    start_char_index: int
    minimum0
    type: Literal["char_location"]
    Accepts one of the following:
    "char_location"
    class BetaCitationPageLocation: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    end_page_number: int
    file_id: Optional[str]
    start_page_number: int
    minimum1
    type: Literal["page_location"]
    Accepts one of the following:
    "page_location"
    class BetaCitationContentBlockLocation: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    end_block_index: int
    file_id: Optional[str]
    start_block_index: int
    minimum0
    type: Literal["content_block_location"]
    Accepts one of the following:
    "content_block_location"
    class BetaCitationsWebSearchResultLocation: …
    cited_text: str
    encrypted_index: str
    title: Optional[str]
    maxLength512
    type: Literal["web_search_result_location"]
    Accepts one of the following:
    "web_search_result_location"
    url: str
    class BetaCitationSearchResultLocation: …
    cited_text: str
    end_block_index: int
    search_result_index: int
    minimum0
    source: str
    start_block_index: int
    minimum0
    title: Optional[str]
    type: Literal["search_result_location"]
    Accepts one of the following:
    "search_result_location"
    text: str
    maxLength5000000
    minLength0
    type: Literal["text"]
    Accepts one of the following:
    "text"
    class BetaThinkingBlock: …
    signature: str
    thinking: str
    type: Literal["thinking"]
    Accepts one of the following:
    "thinking"
    class BetaRedactedThinkingBlock: …
    data: str
    type: Literal["redacted_thinking"]
    Accepts one of the following:
    "redacted_thinking"
    class BetaToolUseBlock: …
    id: str
    input: Dict[str, object]
    name: str
    minLength1
    type: Literal["tool_use"]
    Accepts one of the following:
    "tool_use"
    class BetaServerToolUseBlock: …
    id: str
    input: Dict[str, object]
    name: Literal["web_search", "web_fetch", "code_execution", 2 more]
    Accepts one of the following:
    "web_search"
    "web_fetch"
    "code_execution"
    "bash_code_execution"
    "text_editor_code_execution"
    type: Literal["server_tool_use"]
    Accepts one of the following:
    "server_tool_use"
    class BetaWebSearchToolResultBlock: …
    content: BetaWebSearchToolResultBlockContent
    Accepts one of the following:
    class BetaWebSearchToolResultError: …
    error_code: BetaWebSearchToolResultErrorCode
    Accepts one of the following:
    "invalid_tool_input"
    "unavailable"
    "max_uses_exceeded"
    "too_many_requests"
    "query_too_long"
    type: Literal["web_search_tool_result_error"]
    Accepts one of the following:
    "web_search_tool_result_error"
    UnionMember1 = List[BetaWebSearchResultBlock]
    encrypted_content: str
    page_age: Optional[str]
    title: str
    type: Literal["web_search_result"]
    Accepts one of the following:
    "web_search_result"
    url: str
    tool_use_id: str
    type: Literal["web_search_tool_result"]
    Accepts one of the following:
    "web_search_tool_result"
    class BetaWebFetchToolResultBlock: …
    content: Content
    Accepts one of the following:
    class BetaWebFetchToolResultErrorBlock: …
    error_code: BetaWebFetchToolResultErrorCode
    Accepts one of the following:
    "invalid_tool_input"
    "url_too_long"
    "url_not_allowed"
    "url_not_accessible"
    "unsupported_content_type"
    "too_many_requests"
    "max_uses_exceeded"
    "unavailable"
    type: Literal["web_fetch_tool_result_error"]
    Accepts one of the following:
    "web_fetch_tool_result_error"
    class BetaWebFetchBlock: …
    content: BetaDocumentBlock
    citations: Optional[BetaCitationConfig]

    Citation configuration for the document

    enabled: bool
    source: Source
    Accepts one of the following:
    class BetaBase64PDFSource: …
    data: str
    formatbyte
    media_type: Literal["application/pdf"]
    Accepts one of the following:
    "application/pdf"
    type: Literal["base64"]
    Accepts one of the following:
    "base64"
    class BetaPlainTextSource: …
    data: str
    media_type: Literal["text/plain"]
    Accepts one of the following:
    "text/plain"
    type: Literal["text"]
    Accepts one of the following:
    "text"
    title: Optional[str]

    The title of the document

    type: Literal["document"]
    Accepts one of the following:
    "document"
    retrieved_at: Optional[str]

    ISO 8601 timestamp when the content was retrieved

    type: Literal["web_fetch_result"]
    Accepts one of the following:
    "web_fetch_result"
    url: str

    Fetched content URL

    tool_use_id: str
    type: Literal["web_fetch_tool_result"]
    Accepts one of the following:
    "web_fetch_tool_result"
    class BetaCodeExecutionToolResultBlock: …
    content: BetaCodeExecutionToolResultBlockContent
    Accepts one of the following:
    class BetaCodeExecutionToolResultError: …
    error_code: BetaCodeExecutionToolResultErrorCode
    Accepts one of the following:
    "invalid_tool_input"
    "unavailable"
    "too_many_requests"
    "execution_time_exceeded"
    type: Literal["code_execution_tool_result_error"]
    Accepts one of the following:
    "code_execution_tool_result_error"
    class BetaCodeExecutionResultBlock: …
    content: List[BetaCodeExecutionOutputBlock]
    file_id: str
    type: Literal["code_execution_output"]
    Accepts one of the following:
    "code_execution_output"
    return_code: int
    stderr: str
    stdout: str
    type: Literal["code_execution_result"]
    Accepts one of the following:
    "code_execution_result"
    tool_use_id: str
    type: Literal["code_execution_tool_result"]
    Accepts one of the following:
    "code_execution_tool_result"
    class BetaBashCodeExecutionToolResultBlock: …
    content: Content
    Accepts one of the following:
    class BetaBashCodeExecutionToolResultError: …
    error_code: Literal["invalid_tool_input", "unavailable", "too_many_requests", 2 more]
    Accepts one of the following:
    "invalid_tool_input"
    "unavailable"
    "too_many_requests"
    "execution_time_exceeded"
    "output_file_too_large"
    type: Literal["bash_code_execution_tool_result_error"]
    Accepts one of the following:
    "bash_code_execution_tool_result_error"
    class BetaBashCodeExecutionResultBlock: …
    content: List[BetaBashCodeExecutionOutputBlock]
    file_id: str
    type: Literal["bash_code_execution_output"]
    Accepts one of the following:
    "bash_code_execution_output"
    return_code: int
    stderr: str
    stdout: str
    type: Literal["bash_code_execution_result"]
    Accepts one of the following:
    "bash_code_execution_result"
    tool_use_id: str
    type: Literal["bash_code_execution_tool_result"]
    Accepts one of the following:
    "bash_code_execution_tool_result"
    class BetaTextEditorCodeExecutionToolResultBlock: …
    content: Content
    Accepts one of the following:
    class BetaTextEditorCodeExecutionToolResultError: …
    error_code: Literal["invalid_tool_input", "unavailable", "too_many_requests", 2 more]
    Accepts one of the following:
    "invalid_tool_input"
    "unavailable"
    "too_many_requests"
    "execution_time_exceeded"
    "file_not_found"
    error_message: Optional[str]
    type: Literal["text_editor_code_execution_tool_result_error"]
    Accepts one of the following:
    "text_editor_code_execution_tool_result_error"
    class BetaTextEditorCodeExecutionViewResultBlock: …
    content: str
    file_type: Literal["text", "image", "pdf"]
    Accepts one of the following:
    "text"
    "image"
    "pdf"
    num_lines: Optional[int]
    start_line: Optional[int]
    total_lines: Optional[int]
    type: Literal["text_editor_code_execution_view_result"]
    Accepts one of the following:
    "text_editor_code_execution_view_result"
    class BetaTextEditorCodeExecutionCreateResultBlock: …
    is_file_update: bool
    type: Literal["text_editor_code_execution_create_result"]
    Accepts one of the following:
    "text_editor_code_execution_create_result"
    class BetaTextEditorCodeExecutionStrReplaceResultBlock: …
    lines: Optional[List[str]]
    new_lines: Optional[int]
    new_start: Optional[int]
    old_lines: Optional[int]
    old_start: Optional[int]
    type: Literal["text_editor_code_execution_str_replace_result"]
    Accepts one of the following:
    "text_editor_code_execution_str_replace_result"
    tool_use_id: str
    type: Literal["text_editor_code_execution_tool_result"]
    Accepts one of the following:
    "text_editor_code_execution_tool_result"
    class BetaMCPToolUseBlock: …
    id: str
    input: Dict[str, object]
    name: str

    The name of the MCP tool

    server_name: str

    The name of the MCP server

    type: Literal["mcp_tool_use"]
    Accepts one of the following:
    "mcp_tool_use"
    class BetaMCPToolResultBlock: …
    content: Union[str, List[BetaTextBlock]]
    Accepts one of the following:
    ContentUnionMember0 = str
    ContentBetaMCPToolResultBlockContent = List[BetaTextBlock]
    citations: Optional[List[BetaTextCitation]]

    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.

    Accepts one of the following:
    class BetaCitationCharLocation: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    end_char_index: int
    file_id: Optional[str]
    start_char_index: int
    minimum0
    type: Literal["char_location"]
    Accepts one of the following:
    "char_location"
    class BetaCitationPageLocation: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    end_page_number: int
    file_id: Optional[str]
    start_page_number: int
    minimum1
    type: Literal["page_location"]
    Accepts one of the following:
    "page_location"
    class BetaCitationContentBlockLocation: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    end_block_index: int
    file_id: Optional[str]
    start_block_index: int
    minimum0
    type: Literal["content_block_location"]
    Accepts one of the following:
    "content_block_location"
    class BetaCitationsWebSearchResultLocation: …
    cited_text: str
    encrypted_index: str
    title: Optional[str]
    maxLength512
    type: Literal["web_search_result_location"]
    Accepts one of the following:
    "web_search_result_location"
    url: str
    class BetaCitationSearchResultLocation: …
    cited_text: str
    end_block_index: int
    search_result_index: int
    minimum0
    source: str
    start_block_index: int
    minimum0
    title: Optional[str]
    type: Literal["search_result_location"]
    Accepts one of the following:
    "search_result_location"
    text: str
    maxLength5000000
    minLength0
    type: Literal["text"]
    Accepts one of the following:
    "text"
    is_error: bool
    tool_use_id: str
    type: Literal["mcp_tool_result"]
    Accepts one of the following:
    "mcp_tool_result"
    class BetaContainerUploadBlock: …

    Response model for a file uploaded to the container.

    file_id: str
    type: Literal["container_upload"]
    Accepts one of the following:
    "container_upload"
    context_management: Optional[BetaContextManagementResponse]

    Context management response.

    Information about context management strategies applied during the request.

    applied_edits: List[AppliedEdit]

    List of context management edits that were applied.

    Accepts one of the following:
    class BetaClearToolUses20250919EditResponse: …
    cleared_input_tokens: int

    Number of input tokens cleared by this edit.

    minimum0
    cleared_tool_uses: int

    Number of tool uses that were cleared.

    minimum0
    type: Literal["clear_tool_uses_20250919"]

    The type of context management edit applied.

    Accepts one of the following:
    "clear_tool_uses_20250919"
    class BetaClearThinking20251015EditResponse: …
    cleared_input_tokens: int

    Number of input tokens cleared by this edit.

    minimum0
    cleared_thinking_turns: int

    Number of thinking turns that were cleared.

    minimum0
    type: Literal["clear_thinking_20251015"]

    The type of context management edit applied.

    Accepts one of the following:
    "clear_thinking_20251015"
    model: Model

    The model that will complete your prompt.

    See models for additional details and options.

    Accepts one of the following:
    UnionMember0 = Literal["claude-3-7-sonnet-latest", "claude-3-7-sonnet-20250219", "claude-3-5-haiku-latest", 15 more]

    The model that will complete your prompt.

    See models for additional details and options.

    • claude-3-7-sonnet-latest - Deprecated: Will reach end-of-life on February 19th, 2026. Please migrate to a newer model. Visit https://docs.anthropic.com/en/docs/resources/model-deprecations for more information.
    • claude-3-7-sonnet-20250219 - Deprecated: Will reach end-of-life on February 19th, 2026. Please migrate to a newer model. Visit https://docs.anthropic.com/en/docs/resources/model-deprecations for more information.
    • claude-3-5-haiku-latest - Fastest and most compact model for near-instant responsiveness
    • claude-3-5-haiku-20241022 - Our fastest model
    • claude-haiku-4-5 - Hybrid model, capable of near-instant responses and extended thinking
    • claude-haiku-4-5-20251001 - Hybrid model, capable of near-instant responses and extended thinking
    • claude-sonnet-4-20250514 - High-performance model with extended thinking
    • claude-sonnet-4-0 - High-performance model with extended thinking
    • claude-4-sonnet-20250514 - High-performance model with extended thinking
    • claude-sonnet-4-5 - Our best model for real-world agents and coding
    • claude-sonnet-4-5-20250929 - Our best model for real-world agents and coding
    • claude-opus-4-0 - Our most capable model
    • claude-opus-4-20250514 - Our most capable model
    • claude-4-opus-20250514 - Our most capable model
    • claude-opus-4-1-20250805 - Our most capable model
    • claude-3-opus-latest - Deprecated: Will reach end-of-life on January 5th, 2026. Please migrate to a newer model. Visit https://docs.anthropic.com/en/docs/resources/model-deprecations for more information.
    • claude-3-opus-20240229 - Deprecated: Will reach end-of-life on January 5th, 2026. Please migrate to a newer model. Visit https://docs.anthropic.com/en/docs/resources/model-deprecations for more information.
    • claude-3-haiku-20240307 - Our previous most fast and cost-effective
    Accepts one of the following:
    "claude-3-7-sonnet-latest"

    High-performance model with early extended thinking

    "claude-3-7-sonnet-20250219"

    High-performance model with early extended thinking

    "claude-3-5-haiku-latest"

    Fastest and most compact model for near-instant responsiveness

    "claude-3-5-haiku-20241022"

    Our fastest model

    "claude-haiku-4-5"

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

    "claude-haiku-4-5-20251001"

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

    "claude-sonnet-4-20250514"

    High-performance model with extended thinking

    "claude-sonnet-4-0"

    High-performance model with extended thinking

    "claude-4-sonnet-20250514"

    High-performance model with extended thinking

    "claude-sonnet-4-5"

    Our best model for real-world agents and coding

    "claude-sonnet-4-5-20250929"

    Our best model for real-world agents and coding

    "claude-opus-4-0"

    Our most capable model

    "claude-opus-4-20250514"

    Our most capable model

    "claude-4-opus-20250514"

    Our most capable model

    "claude-opus-4-1-20250805"

    Our most capable model

    "claude-3-opus-latest"

    Excels at writing and complex tasks

    "claude-3-opus-20240229"

    Excels at writing and complex tasks

    "claude-3-haiku-20240307"

    Our previous most fast and cost-effective

    UnionMember1 = str
    role: Literal["assistant"]

    Conversational role of the generated message.

    This will always be "assistant".

    Accepts one of the following:
    "assistant"
    stop_reason: Optional[BetaStopReason]

    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

    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.

    Accepts one of the following:
    "end_turn"
    "max_tokens"
    "stop_sequence"
    "tool_use"
    "pause_turn"
    "refusal"
    "model_context_window_exceeded"
    stop_sequence: Optional[str]

    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.

    type: Literal["message"]

    Object type.

    For Messages, this is always "message".

    Accepts one of the following:
    "message"
    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: Optional[BetaCacheCreation]

    Breakdown of cached tokens by TTL

    ephemeral_1h_input_tokens: int

    The number of input tokens used to create the 1 hour cache entry.

    minimum0
    ephemeral_5m_input_tokens: int

    The number of input tokens used to create the 5 minute cache entry.

    minimum0
    cache_creation_input_tokens: Optional[int]

    The number of input tokens used to create the cache entry.

    minimum0
    cache_read_input_tokens: Optional[int]

    The number of input tokens read from the cache.

    minimum0
    input_tokens: int

    The number of input tokens which were used.

    minimum0
    output_tokens: int

    The number of output tokens which were used.

    minimum0
    server_tool_use: Optional[BetaServerToolUsage]

    The number of server tool requests.

    web_fetch_requests: int

    The number of web fetch tool requests.

    minimum0
    web_search_requests: int

    The number of web search tool requests.

    minimum0
    service_tier: Optional[Literal["standard", "priority", "batch"]]

    If the request used the priority, standard, or batch tier.

    Accepts one of the following:
    "standard"
    "priority"
    "batch"
    type: Literal["message_start"]
    Accepts one of the following:
    "message_start"
    class BetaRawMessageDeltaEvent: …
    context_management: Optional[BetaContextManagementResponse]

    Information about context management strategies applied during the request

    applied_edits: List[AppliedEdit]

    List of context management edits that were applied.

    Accepts one of the following:
    class BetaClearToolUses20250919EditResponse: …
    cleared_input_tokens: int

    Number of input tokens cleared by this edit.

    minimum0
    cleared_tool_uses: int

    Number of tool uses that were cleared.

    minimum0
    type: Literal["clear_tool_uses_20250919"]

    The type of context management edit applied.

    Accepts one of the following:
    "clear_tool_uses_20250919"
    class BetaClearThinking20251015EditResponse: …
    cleared_input_tokens: int

    Number of input tokens cleared by this edit.

    minimum0
    cleared_thinking_turns: int

    Number of thinking turns that were cleared.

    minimum0
    type: Literal["clear_thinking_20251015"]

    The type of context management edit applied.

    Accepts one of the following:
    "clear_thinking_20251015"
    delta: Delta
    container: Optional[BetaContainer]

    Information about the container used in the request (for the code execution tool)

    id: str

    Identifier for the container used in this request

    expires_at: datetime

    The time at which the container will expire.

    formatdate-time
    skills: Optional[List[BetaSkill]]

    Skills loaded in the container

    skill_id: str

    Skill ID

    maxLength64
    minLength1
    type: Literal["anthropic", "custom"]

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

    Accepts one of the following:
    "anthropic"
    "custom"
    version: str

    Skill version or 'latest' for most recent version

    maxLength64
    minLength1
    stop_reason: Optional[BetaStopReason]
    Accepts one of the following:
    "end_turn"
    "max_tokens"
    "stop_sequence"
    "tool_use"
    "pause_turn"
    "refusal"
    "model_context_window_exceeded"
    stop_sequence: Optional[str]
    type: Literal["message_delta"]
    Accepts one of the following:
    "message_delta"
    usage: BetaMessageDeltaUsage

    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_input_tokens: Optional[int]

    The cumulative number of input tokens used to create the cache entry.

    minimum0
    cache_read_input_tokens: Optional[int]

    The cumulative number of input tokens read from the cache.

    minimum0
    input_tokens: Optional[int]

    The cumulative number of input tokens which were used.

    minimum0
    output_tokens: int

    The cumulative number of output tokens which were used.

    server_tool_use: Optional[BetaServerToolUsage]

    The number of server tool requests.

    web_fetch_requests: int

    The number of web fetch tool requests.

    minimum0
    web_search_requests: int

    The number of web search tool requests.

    minimum0
    class BetaRawMessageStopEvent: …
    type: Literal["message_stop"]
    Accepts one of the following:
    "message_stop"
    class BetaRawContentBlockStartEvent: …
    content_block: ContentBlock

    Response model for a file uploaded to the container.

    Accepts one of the following:
    class BetaTextBlock: …
    citations: Optional[List[BetaTextCitation]]

    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.

    Accepts one of the following:
    class BetaCitationCharLocation: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    end_char_index: int
    file_id: Optional[str]
    start_char_index: int
    minimum0
    type: Literal["char_location"]
    Accepts one of the following:
    "char_location"
    class BetaCitationPageLocation: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    end_page_number: int
    file_id: Optional[str]
    start_page_number: int
    minimum1
    type: Literal["page_location"]
    Accepts one of the following:
    "page_location"
    class BetaCitationContentBlockLocation: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    end_block_index: int
    file_id: Optional[str]
    start_block_index: int
    minimum0
    type: Literal["content_block_location"]
    Accepts one of the following:
    "content_block_location"
    class BetaCitationsWebSearchResultLocation: …
    cited_text: str
    encrypted_index: str
    title: Optional[str]
    maxLength512
    type: Literal["web_search_result_location"]
    Accepts one of the following:
    "web_search_result_location"
    url: str
    class BetaCitationSearchResultLocation: …
    cited_text: str
    end_block_index: int
    search_result_index: int
    minimum0
    source: str
    start_block_index: int
    minimum0
    title: Optional[str]
    type: Literal["search_result_location"]
    Accepts one of the following:
    "search_result_location"
    text: str
    maxLength5000000
    minLength0
    type: Literal["text"]
    Accepts one of the following:
    "text"
    class BetaThinkingBlock: …
    signature: str
    thinking: str
    type: Literal["thinking"]
    Accepts one of the following:
    "thinking"
    class BetaRedactedThinkingBlock: …
    data: str
    type: Literal["redacted_thinking"]
    Accepts one of the following:
    "redacted_thinking"
    class BetaToolUseBlock: …
    id: str
    input: Dict[str, object]
    name: str
    minLength1
    type: Literal["tool_use"]
    Accepts one of the following:
    "tool_use"
    class BetaServerToolUseBlock: …
    id: str
    input: Dict[str, object]
    name: Literal["web_search", "web_fetch", "code_execution", 2 more]
    Accepts one of the following:
    "web_search"
    "web_fetch"
    "code_execution"
    "bash_code_execution"
    "text_editor_code_execution"
    type: Literal["server_tool_use"]
    Accepts one of the following:
    "server_tool_use"
    class BetaWebSearchToolResultBlock: …
    content: BetaWebSearchToolResultBlockContent
    Accepts one of the following:
    class BetaWebSearchToolResultError: …
    error_code: BetaWebSearchToolResultErrorCode
    Accepts one of the following:
    "invalid_tool_input"
    "unavailable"
    "max_uses_exceeded"
    "too_many_requests"
    "query_too_long"
    type: Literal["web_search_tool_result_error"]
    Accepts one of the following:
    "web_search_tool_result_error"
    UnionMember1 = List[BetaWebSearchResultBlock]
    encrypted_content: str
    page_age: Optional[str]
    title: str
    type: Literal["web_search_result"]
    Accepts one of the following:
    "web_search_result"
    url: str
    tool_use_id: str
    type: Literal["web_search_tool_result"]
    Accepts one of the following:
    "web_search_tool_result"
    class BetaWebFetchToolResultBlock: …
    content: Content
    Accepts one of the following:
    class BetaWebFetchToolResultErrorBlock: …
    error_code: BetaWebFetchToolResultErrorCode
    Accepts one of the following:
    "invalid_tool_input"
    "url_too_long"
    "url_not_allowed"
    "url_not_accessible"
    "unsupported_content_type"
    "too_many_requests"
    "max_uses_exceeded"
    "unavailable"
    type: Literal["web_fetch_tool_result_error"]
    Accepts one of the following:
    "web_fetch_tool_result_error"
    class BetaWebFetchBlock: …
    content: BetaDocumentBlock
    citations: Optional[BetaCitationConfig]

    Citation configuration for the document

    enabled: bool
    source: Source
    Accepts one of the following:
    class BetaBase64PDFSource: …
    data: str
    formatbyte
    media_type: Literal["application/pdf"]
    Accepts one of the following:
    "application/pdf"
    type: Literal["base64"]
    Accepts one of the following:
    "base64"
    class BetaPlainTextSource: …
    data: str
    media_type: Literal["text/plain"]
    Accepts one of the following:
    "text/plain"
    type: Literal["text"]
    Accepts one of the following:
    "text"
    title: Optional[str]

    The title of the document

    type: Literal["document"]
    Accepts one of the following:
    "document"
    retrieved_at: Optional[str]

    ISO 8601 timestamp when the content was retrieved

    type: Literal["web_fetch_result"]
    Accepts one of the following:
    "web_fetch_result"
    url: str

    Fetched content URL

    tool_use_id: str
    type: Literal["web_fetch_tool_result"]
    Accepts one of the following:
    "web_fetch_tool_result"
    class BetaCodeExecutionToolResultBlock: …
    content: BetaCodeExecutionToolResultBlockContent
    Accepts one of the following:
    class BetaCodeExecutionToolResultError: …
    error_code: BetaCodeExecutionToolResultErrorCode
    Accepts one of the following:
    "invalid_tool_input"
    "unavailable"
    "too_many_requests"
    "execution_time_exceeded"
    type: Literal["code_execution_tool_result_error"]
    Accepts one of the following:
    "code_execution_tool_result_error"
    class BetaCodeExecutionResultBlock: …
    content: List[BetaCodeExecutionOutputBlock]
    file_id: str
    type: Literal["code_execution_output"]
    Accepts one of the following:
    "code_execution_output"
    return_code: int
    stderr: str
    stdout: str
    type: Literal["code_execution_result"]
    Accepts one of the following:
    "code_execution_result"
    tool_use_id: str
    type: Literal["code_execution_tool_result"]
    Accepts one of the following:
    "code_execution_tool_result"
    class BetaBashCodeExecutionToolResultBlock: …
    content: Content
    Accepts one of the following:
    class BetaBashCodeExecutionToolResultError: …
    error_code: Literal["invalid_tool_input", "unavailable", "too_many_requests", 2 more]
    Accepts one of the following:
    "invalid_tool_input"
    "unavailable"
    "too_many_requests"
    "execution_time_exceeded"
    "output_file_too_large"
    type: Literal["bash_code_execution_tool_result_error"]
    Accepts one of the following:
    "bash_code_execution_tool_result_error"
    class BetaBashCodeExecutionResultBlock: …
    content: List[BetaBashCodeExecutionOutputBlock]
    file_id: str
    type: Literal["bash_code_execution_output"]
    Accepts one of the following:
    "bash_code_execution_output"
    return_code: int
    stderr: str
    stdout: str
    type: Literal["bash_code_execution_result"]
    Accepts one of the following:
    "bash_code_execution_result"
    tool_use_id: str
    type: Literal["bash_code_execution_tool_result"]
    Accepts one of the following:
    "bash_code_execution_tool_result"
    class BetaTextEditorCodeExecutionToolResultBlock: …
    content: Content
    Accepts one of the following:
    class BetaTextEditorCodeExecutionToolResultError: …
    error_code: Literal["invalid_tool_input", "unavailable", "too_many_requests", 2 more]
    Accepts one of the following:
    "invalid_tool_input"
    "unavailable"
    "too_many_requests"
    "execution_time_exceeded"
    "file_not_found"
    error_message: Optional[str]
    type: Literal["text_editor_code_execution_tool_result_error"]
    Accepts one of the following:
    "text_editor_code_execution_tool_result_error"
    class BetaTextEditorCodeExecutionViewResultBlock: …
    content: str
    file_type: Literal["text", "image", "pdf"]
    Accepts one of the following:
    "text"
    "image"
    "pdf"
    num_lines: Optional[int]
    start_line: Optional[int]
    total_lines: Optional[int]
    type: Literal["text_editor_code_execution_view_result"]
    Accepts one of the following:
    "text_editor_code_execution_view_result"
    class BetaTextEditorCodeExecutionCreateResultBlock: …
    is_file_update: bool
    type: Literal["text_editor_code_execution_create_result"]
    Accepts one of the following:
    "text_editor_code_execution_create_result"
    class BetaTextEditorCodeExecutionStrReplaceResultBlock: …
    lines: Optional[List[str]]
    new_lines: Optional[int]
    new_start: Optional[int]
    old_lines: Optional[int]
    old_start: Optional[int]
    type: Literal["text_editor_code_execution_str_replace_result"]
    Accepts one of the following:
    "text_editor_code_execution_str_replace_result"
    tool_use_id: str
    type: Literal["text_editor_code_execution_tool_result"]
    Accepts one of the following:
    "text_editor_code_execution_tool_result"
    class BetaMCPToolUseBlock: …
    id: str
    input: Dict[str, object]
    name: str

    The name of the MCP tool

    server_name: str

    The name of the MCP server

    type: Literal["mcp_tool_use"]
    Accepts one of the following:
    "mcp_tool_use"
    class BetaMCPToolResultBlock: …
    content: Union[str, List[BetaTextBlock]]
    Accepts one of the following:
    ContentUnionMember0 = str
    ContentBetaMCPToolResultBlockContent = List[BetaTextBlock]
    citations: Optional[List[BetaTextCitation]]

    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.

    Accepts one of the following:
    class BetaCitationCharLocation: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    end_char_index: int
    file_id: Optional[str]
    start_char_index: int
    minimum0
    type: Literal["char_location"]
    Accepts one of the following:
    "char_location"
    class BetaCitationPageLocation: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    end_page_number: int
    file_id: Optional[str]
    start_page_number: int
    minimum1
    type: Literal["page_location"]
    Accepts one of the following:
    "page_location"
    class BetaCitationContentBlockLocation: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    end_block_index: int
    file_id: Optional[str]
    start_block_index: int
    minimum0
    type: Literal["content_block_location"]
    Accepts one of the following:
    "content_block_location"
    class BetaCitationsWebSearchResultLocation: …
    cited_text: str
    encrypted_index: str
    title: Optional[str]
    maxLength512
    type: Literal["web_search_result_location"]
    Accepts one of the following:
    "web_search_result_location"
    url: str
    class BetaCitationSearchResultLocation: …
    cited_text: str
    end_block_index: int
    search_result_index: int
    minimum0
    source: str
    start_block_index: int
    minimum0
    title: Optional[str]
    type: Literal["search_result_location"]
    Accepts one of the following:
    "search_result_location"
    text: str
    maxLength5000000
    minLength0
    type: Literal["text"]
    Accepts one of the following:
    "text"
    is_error: bool
    tool_use_id: str
    type: Literal["mcp_tool_result"]
    Accepts one of the following:
    "mcp_tool_result"
    class BetaContainerUploadBlock: …

    Response model for a file uploaded to the container.

    file_id: str
    type: Literal["container_upload"]
    Accepts one of the following:
    "container_upload"
    index: int
    type: Literal["content_block_start"]
    Accepts one of the following:
    "content_block_start"
    class BetaRawContentBlockDeltaEvent: …
    delta: BetaRawContentBlockDelta
    Accepts one of the following:
    class BetaTextDelta: …
    text: str
    type: Literal["text_delta"]
    Accepts one of the following:
    "text_delta"
    class BetaInputJSONDelta: …
    partial_json: str
    type: Literal["input_json_delta"]
    Accepts one of the following:
    "input_json_delta"
    class BetaCitationsDelta: …
    citation: Citation
    Accepts one of the following:
    class BetaCitationCharLocation: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    end_char_index: int
    file_id: Optional[str]
    start_char_index: int
    minimum0
    type: Literal["char_location"]
    Accepts one of the following:
    "char_location"
    class BetaCitationPageLocation: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    end_page_number: int
    file_id: Optional[str]
    start_page_number: int
    minimum1
    type: Literal["page_location"]
    Accepts one of the following:
    "page_location"
    class BetaCitationContentBlockLocation: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    end_block_index: int
    file_id: Optional[str]
    start_block_index: int
    minimum0
    type: Literal["content_block_location"]
    Accepts one of the following:
    "content_block_location"
    class BetaCitationsWebSearchResultLocation: …
    cited_text: str
    encrypted_index: str
    title: Optional[str]
    maxLength512
    type: Literal["web_search_result_location"]
    Accepts one of the following:
    "web_search_result_location"
    url: str
    class BetaCitationSearchResultLocation: …
    cited_text: str
    end_block_index: int
    search_result_index: int
    minimum0
    source: str
    start_block_index: int
    minimum0
    title: Optional[str]
    type: Literal["search_result_location"]
    Accepts one of the following:
    "search_result_location"
    type: Literal["citations_delta"]
    Accepts one of the following:
    "citations_delta"
    class BetaThinkingDelta: …
    thinking: str
    type: Literal["thinking_delta"]
    Accepts one of the following:
    "thinking_delta"
    class BetaSignatureDelta: …
    signature: str
    type: Literal["signature_delta"]
    Accepts one of the following:
    "signature_delta"
    index: int
    type: Literal["content_block_delta"]
    Accepts one of the following:
    "content_block_delta"
    class BetaRawContentBlockStopEvent: …
    index: int
    type: Literal["content_block_stop"]
    Accepts one of the following:
    "content_block_stop"
    class BetaRedactedThinkingBlock: …
    data: str
    type: Literal["redacted_thinking"]
    Accepts one of the following:
    "redacted_thinking"
    class BetaRedactedThinkingBlockParam: …
    data: str
    type: Literal["redacted_thinking"]
    Accepts one of the following:
    "redacted_thinking"
    class BetaRequestDocumentBlock: …
    source: Source
    Accepts one of the following:
    class BetaBase64PDFSource: …
    data: str
    formatbyte
    media_type: Literal["application/pdf"]
    Accepts one of the following:
    "application/pdf"
    type: Literal["base64"]
    Accepts one of the following:
    "base64"
    class BetaPlainTextSource: …
    data: str
    media_type: Literal["text/plain"]
    Accepts one of the following:
    "text/plain"
    type: Literal["text"]
    Accepts one of the following:
    "text"
    class BetaContentBlockSource: …
    content: Union[str, List[BetaContentBlockSourceContent]]
    Accepts one of the following:
    ContentUnionMember0 = str
    ContentBetaContentBlockSourceContent = List[BetaContentBlockSourceContent]
    Accepts one of the following:
    class BetaTextBlockParam: …
    text: str
    minLength1
    type: Literal["text"]
    Accepts one of the following:
    "text"
    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    citations: Optional[List[BetaTextCitationParam]]
    Accepts one of the following:
    class BetaCitationCharLocationParam: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    maxLength255
    minLength1
    end_char_index: int
    start_char_index: int
    minimum0
    type: Literal["char_location"]
    Accepts one of the following:
    "char_location"
    class BetaCitationPageLocationParam: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    maxLength255
    minLength1
    end_page_number: int
    start_page_number: int
    minimum1
    type: Literal["page_location"]
    Accepts one of the following:
    "page_location"
    class BetaCitationContentBlockLocationParam: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    maxLength255
    minLength1
    end_block_index: int
    start_block_index: int
    minimum0
    type: Literal["content_block_location"]
    Accepts one of the following:
    "content_block_location"
    class BetaCitationWebSearchResultLocationParam: …
    cited_text: str
    encrypted_index: str
    title: Optional[str]
    maxLength512
    minLength1
    type: Literal["web_search_result_location"]
    Accepts one of the following:
    "web_search_result_location"
    url: str
    maxLength2048
    minLength1
    class BetaCitationSearchResultLocationParam: …
    cited_text: str
    end_block_index: int
    search_result_index: int
    minimum0
    source: str
    start_block_index: int
    minimum0
    title: Optional[str]
    type: Literal["search_result_location"]
    Accepts one of the following:
    "search_result_location"
    class BetaImageBlockParam: …
    source: Source
    Accepts one of the following:
    class BetaBase64ImageSource: …
    data: str
    formatbyte
    media_type: Literal["image/jpeg", "image/png", "image/gif", "image/webp"]
    Accepts one of the following:
    "image/jpeg"
    "image/png"
    "image/gif"
    "image/webp"
    type: Literal["base64"]
    Accepts one of the following:
    "base64"
    class BetaURLImageSource: …
    type: Literal["url"]
    Accepts one of the following:
    "url"
    url: str
    class BetaFileImageSource: …
    file_id: str
    type: Literal["file"]
    Accepts one of the following:
    "file"
    type: Literal["image"]
    Accepts one of the following:
    "image"
    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    type: Literal["content"]
    Accepts one of the following:
    "content"
    class BetaURLPDFSource: …
    type: Literal["url"]
    Accepts one of the following:
    "url"
    url: str
    class BetaFileDocumentSource: …
    file_id: str
    type: Literal["file"]
    Accepts one of the following:
    "file"
    type: Literal["document"]
    Accepts one of the following:
    "document"
    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    citations: Optional[BetaCitationsConfigParam]
    enabled: Optional[bool]
    context: Optional[str]
    minLength1
    title: Optional[str]
    maxLength500
    minLength1
    class BetaRequestMCPServerToolConfiguration: …
    allowed_tools: Optional[List[str]]
    enabled: Optional[bool]
    class BetaRequestMCPServerURLDefinition: …
    name: str
    type: Literal["url"]
    Accepts one of the following:
    "url"
    url: str
    authorization_token: Optional[str]
    tool_configuration: Optional[BetaRequestMCPServerToolConfiguration]
    allowed_tools: Optional[List[str]]
    enabled: Optional[bool]
    class BetaRequestMCPToolResultBlockParam: …
    tool_use_id: str
    type: Literal["mcp_tool_result"]
    Accepts one of the following:
    "mcp_tool_result"
    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    content: Optional[Union[str, List[BetaTextBlockParam], null]]
    Accepts one of the following:
    ContentUnionMember0 = str
    ContentBetaMCPToolResultBlockParamContent = List[BetaTextBlockParam]
    text: str
    minLength1
    type: Literal["text"]
    Accepts one of the following:
    "text"
    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    citations: Optional[List[BetaTextCitationParam]]
    Accepts one of the following:
    class BetaCitationCharLocationParam: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    maxLength255
    minLength1
    end_char_index: int
    start_char_index: int
    minimum0
    type: Literal["char_location"]
    Accepts one of the following:
    "char_location"
    class BetaCitationPageLocationParam: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    maxLength255
    minLength1
    end_page_number: int
    start_page_number: int
    minimum1
    type: Literal["page_location"]
    Accepts one of the following:
    "page_location"
    class BetaCitationContentBlockLocationParam: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    maxLength255
    minLength1
    end_block_index: int
    start_block_index: int
    minimum0
    type: Literal["content_block_location"]
    Accepts one of the following:
    "content_block_location"
    class BetaCitationWebSearchResultLocationParam: …
    cited_text: str
    encrypted_index: str
    title: Optional[str]
    maxLength512
    minLength1
    type: Literal["web_search_result_location"]
    Accepts one of the following:
    "web_search_result_location"
    url: str
    maxLength2048
    minLength1
    class BetaCitationSearchResultLocationParam: …
    cited_text: str
    end_block_index: int
    search_result_index: int
    minimum0
    source: str
    start_block_index: int
    minimum0
    title: Optional[str]
    type: Literal["search_result_location"]
    Accepts one of the following:
    "search_result_location"
    is_error: Optional[bool]
    class BetaSearchResultBlockParam: …
    content: List[BetaTextBlockParam]
    text: str
    minLength1
    type: Literal["text"]
    Accepts one of the following:
    "text"
    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    citations: Optional[List[BetaTextCitationParam]]
    Accepts one of the following:
    class BetaCitationCharLocationParam: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    maxLength255
    minLength1
    end_char_index: int
    start_char_index: int
    minimum0
    type: Literal["char_location"]
    Accepts one of the following:
    "char_location"
    class BetaCitationPageLocationParam: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    maxLength255
    minLength1
    end_page_number: int
    start_page_number: int
    minimum1
    type: Literal["page_location"]
    Accepts one of the following:
    "page_location"
    class BetaCitationContentBlockLocationParam: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    maxLength255
    minLength1
    end_block_index: int
    start_block_index: int
    minimum0
    type: Literal["content_block_location"]
    Accepts one of the following:
    "content_block_location"
    class BetaCitationWebSearchResultLocationParam: …
    cited_text: str
    encrypted_index: str
    title: Optional[str]
    maxLength512
    minLength1
    type: Literal["web_search_result_location"]
    Accepts one of the following:
    "web_search_result_location"
    url: str
    maxLength2048
    minLength1
    class BetaCitationSearchResultLocationParam: …
    cited_text: str
    end_block_index: int
    search_result_index: int
    minimum0
    source: str
    start_block_index: int
    minimum0
    title: Optional[str]
    type: Literal["search_result_location"]
    Accepts one of the following:
    "search_result_location"
    source: str
    title: str
    type: Literal["search_result"]
    Accepts one of the following:
    "search_result"
    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    citations: Optional[BetaCitationsConfigParam]
    enabled: Optional[bool]
    class BetaServerToolUsage: …
    web_fetch_requests: int

    The number of web fetch tool requests.

    minimum0
    web_search_requests: int

    The number of web search tool requests.

    minimum0
    class BetaServerToolUseBlock: …
    id: str
    input: Dict[str, object]
    name: Literal["web_search", "web_fetch", "code_execution", 2 more]
    Accepts one of the following:
    "web_search"
    "web_fetch"
    "code_execution"
    "bash_code_execution"
    "text_editor_code_execution"
    type: Literal["server_tool_use"]
    Accepts one of the following:
    "server_tool_use"
    class BetaServerToolUseBlockParam: …
    id: str
    input: Dict[str, object]
    name: Literal["web_search", "web_fetch", "code_execution", 2 more]
    Accepts one of the following:
    "web_search"
    "web_fetch"
    "code_execution"
    "bash_code_execution"
    "text_editor_code_execution"
    type: Literal["server_tool_use"]
    Accepts one of the following:
    "server_tool_use"
    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    class BetaSignatureDelta: …
    signature: str
    type: Literal["signature_delta"]
    Accepts one of the following:
    "signature_delta"
    class BetaSkill: …

    A skill that was loaded in a container (response model).

    skill_id: str

    Skill ID

    maxLength64
    minLength1
    type: Literal["anthropic", "custom"]

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

    Accepts one of the following:
    "anthropic"
    "custom"
    version: str

    Skill version or 'latest' for most recent version

    maxLength64
    minLength1
    class BetaSkillParams: …

    Specification for a skill to be loaded in a container (request model).

    skill_id: str

    Skill ID

    maxLength64
    minLength1
    type: Literal["anthropic", "custom"]

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

    Accepts one of the following:
    "anthropic"
    "custom"
    version: Optional[str]

    Skill version or 'latest' for most recent version

    maxLength64
    minLength1
    BetaStopReason = Literal["end_turn", "max_tokens", "stop_sequence", 4 more]
    Accepts one of the following:
    "end_turn"
    "max_tokens"
    "stop_sequence"
    "tool_use"
    "pause_turn"
    "refusal"
    "model_context_window_exceeded"
    class BetaTextBlock: …
    citations: Optional[List[BetaTextCitation]]

    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.

    Accepts one of the following:
    class BetaCitationCharLocation: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    end_char_index: int
    file_id: Optional[str]
    start_char_index: int
    minimum0
    type: Literal["char_location"]
    Accepts one of the following:
    "char_location"
    class BetaCitationPageLocation: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    end_page_number: int
    file_id: Optional[str]
    start_page_number: int
    minimum1
    type: Literal["page_location"]
    Accepts one of the following:
    "page_location"
    class BetaCitationContentBlockLocation: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    end_block_index: int
    file_id: Optional[str]
    start_block_index: int
    minimum0
    type: Literal["content_block_location"]
    Accepts one of the following:
    "content_block_location"
    class BetaCitationsWebSearchResultLocation: …
    cited_text: str
    encrypted_index: str
    title: Optional[str]
    maxLength512
    type: Literal["web_search_result_location"]
    Accepts one of the following:
    "web_search_result_location"
    url: str
    class BetaCitationSearchResultLocation: …
    cited_text: str
    end_block_index: int
    search_result_index: int
    minimum0
    source: str
    start_block_index: int
    minimum0
    title: Optional[str]
    type: Literal["search_result_location"]
    Accepts one of the following:
    "search_result_location"
    text: str
    maxLength5000000
    minLength0
    type: Literal["text"]
    Accepts one of the following:
    "text"
    class BetaTextBlockParam: …
    text: str
    minLength1
    type: Literal["text"]
    Accepts one of the following:
    "text"
    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    citations: Optional[List[BetaTextCitationParam]]
    Accepts one of the following:
    class BetaCitationCharLocationParam: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    maxLength255
    minLength1
    end_char_index: int
    start_char_index: int
    minimum0
    type: Literal["char_location"]
    Accepts one of the following:
    "char_location"
    class BetaCitationPageLocationParam: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    maxLength255
    minLength1
    end_page_number: int
    start_page_number: int
    minimum1
    type: Literal["page_location"]
    Accepts one of the following:
    "page_location"
    class BetaCitationContentBlockLocationParam: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    maxLength255
    minLength1
    end_block_index: int
    start_block_index: int
    minimum0
    type: Literal["content_block_location"]
    Accepts one of the following:
    "content_block_location"
    class BetaCitationWebSearchResultLocationParam: …
    cited_text: str
    encrypted_index: str
    title: Optional[str]
    maxLength512
    minLength1
    type: Literal["web_search_result_location"]
    Accepts one of the following:
    "web_search_result_location"
    url: str
    maxLength2048
    minLength1
    class BetaCitationSearchResultLocationParam: …
    cited_text: str
    end_block_index: int
    search_result_index: int
    minimum0
    source: str
    start_block_index: int
    minimum0
    title: Optional[str]
    type: Literal["search_result_location"]
    Accepts one of the following:
    "search_result_location"
    BetaTextCitation = BetaTextCitation
    Accepts one of the following:
    class BetaCitationCharLocation: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    end_char_index: int
    file_id: Optional[str]
    start_char_index: int
    minimum0
    type: Literal["char_location"]
    Accepts one of the following:
    "char_location"
    class BetaCitationPageLocation: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    end_page_number: int
    file_id: Optional[str]
    start_page_number: int
    minimum1
    type: Literal["page_location"]
    Accepts one of the following:
    "page_location"
    class BetaCitationContentBlockLocation: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    end_block_index: int
    file_id: Optional[str]
    start_block_index: int
    minimum0
    type: Literal["content_block_location"]
    Accepts one of the following:
    "content_block_location"
    class BetaCitationsWebSearchResultLocation: …
    cited_text: str
    encrypted_index: str
    title: Optional[str]
    maxLength512
    type: Literal["web_search_result_location"]
    Accepts one of the following:
    "web_search_result_location"
    url: str
    class BetaCitationSearchResultLocation: …
    cited_text: str
    end_block_index: int
    search_result_index: int
    minimum0
    source: str
    start_block_index: int
    minimum0
    title: Optional[str]
    type: Literal["search_result_location"]
    Accepts one of the following:
    "search_result_location"
    BetaTextCitationParam = BetaTextCitationParam
    Accepts one of the following:
    class BetaCitationCharLocationParam: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    maxLength255
    minLength1
    end_char_index: int
    start_char_index: int
    minimum0
    type: Literal["char_location"]
    Accepts one of the following:
    "char_location"
    class BetaCitationPageLocationParam: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    maxLength255
    minLength1
    end_page_number: int
    start_page_number: int
    minimum1
    type: Literal["page_location"]
    Accepts one of the following:
    "page_location"
    class BetaCitationContentBlockLocationParam: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    maxLength255
    minLength1
    end_block_index: int
    start_block_index: int
    minimum0
    type: Literal["content_block_location"]
    Accepts one of the following:
    "content_block_location"
    class BetaCitationWebSearchResultLocationParam: …
    cited_text: str
    encrypted_index: str
    title: Optional[str]
    maxLength512
    minLength1
    type: Literal["web_search_result_location"]
    Accepts one of the following:
    "web_search_result_location"
    url: str
    maxLength2048
    minLength1
    class BetaCitationSearchResultLocationParam: …
    cited_text: str
    end_block_index: int
    search_result_index: int
    minimum0
    source: str
    start_block_index: int
    minimum0
    title: Optional[str]
    type: Literal["search_result_location"]
    Accepts one of the following:
    "search_result_location"
    class BetaTextDelta: …
    text: str
    type: Literal["text_delta"]
    Accepts one of the following:
    "text_delta"
    class BetaTextEditorCodeExecutionCreateResultBlock: …
    is_file_update: bool
    type: Literal["text_editor_code_execution_create_result"]
    Accepts one of the following:
    "text_editor_code_execution_create_result"
    class BetaTextEditorCodeExecutionCreateResultBlockParam: …
    is_file_update: bool
    type: Literal["text_editor_code_execution_create_result"]
    Accepts one of the following:
    "text_editor_code_execution_create_result"
    class BetaTextEditorCodeExecutionStrReplaceResultBlock: …
    lines: Optional[List[str]]
    new_lines: Optional[int]
    new_start: Optional[int]
    old_lines: Optional[int]
    old_start: Optional[int]
    type: Literal["text_editor_code_execution_str_replace_result"]
    Accepts one of the following:
    "text_editor_code_execution_str_replace_result"
    class BetaTextEditorCodeExecutionStrReplaceResultBlockParam: …
    type: Literal["text_editor_code_execution_str_replace_result"]
    Accepts one of the following:
    "text_editor_code_execution_str_replace_result"
    lines: Optional[List[str]]
    new_lines: Optional[int]
    new_start: Optional[int]
    old_lines: Optional[int]
    old_start: Optional[int]
    class BetaTextEditorCodeExecutionToolResultBlock: …
    content: Content
    Accepts one of the following:
    class BetaTextEditorCodeExecutionToolResultError: …
    error_code: Literal["invalid_tool_input", "unavailable", "too_many_requests", 2 more]
    Accepts one of the following:
    "invalid_tool_input"
    "unavailable"
    "too_many_requests"
    "execution_time_exceeded"
    "file_not_found"
    error_message: Optional[str]
    type: Literal["text_editor_code_execution_tool_result_error"]
    Accepts one of the following:
    "text_editor_code_execution_tool_result_error"
    class BetaTextEditorCodeExecutionViewResultBlock: …
    content: str
    file_type: Literal["text", "image", "pdf"]
    Accepts one of the following:
    "text"
    "image"
    "pdf"
    num_lines: Optional[int]
    start_line: Optional[int]
    total_lines: Optional[int]
    type: Literal["text_editor_code_execution_view_result"]
    Accepts one of the following:
    "text_editor_code_execution_view_result"
    class BetaTextEditorCodeExecutionCreateResultBlock: …
    is_file_update: bool
    type: Literal["text_editor_code_execution_create_result"]
    Accepts one of the following:
    "text_editor_code_execution_create_result"
    class BetaTextEditorCodeExecutionStrReplaceResultBlock: …
    lines: Optional[List[str]]
    new_lines: Optional[int]
    new_start: Optional[int]
    old_lines: Optional[int]
    old_start: Optional[int]
    type: Literal["text_editor_code_execution_str_replace_result"]
    Accepts one of the following:
    "text_editor_code_execution_str_replace_result"
    tool_use_id: str
    type: Literal["text_editor_code_execution_tool_result"]
    Accepts one of the following:
    "text_editor_code_execution_tool_result"
    class BetaTextEditorCodeExecutionToolResultBlockParam: …
    content: Content
    Accepts one of the following:
    class BetaTextEditorCodeExecutionToolResultErrorParam: …
    error_code: Literal["invalid_tool_input", "unavailable", "too_many_requests", 2 more]
    Accepts one of the following:
    "invalid_tool_input"
    "unavailable"
    "too_many_requests"
    "execution_time_exceeded"
    "file_not_found"
    type: Literal["text_editor_code_execution_tool_result_error"]
    Accepts one of the following:
    "text_editor_code_execution_tool_result_error"
    error_message: Optional[str]
    class BetaTextEditorCodeExecutionViewResultBlockParam: …
    content: str
    file_type: Literal["text", "image", "pdf"]
    Accepts one of the following:
    "text"
    "image"
    "pdf"
    type: Literal["text_editor_code_execution_view_result"]
    Accepts one of the following:
    "text_editor_code_execution_view_result"
    num_lines: Optional[int]
    start_line: Optional[int]
    total_lines: Optional[int]
    class BetaTextEditorCodeExecutionCreateResultBlockParam: …
    is_file_update: bool
    type: Literal["text_editor_code_execution_create_result"]
    Accepts one of the following:
    "text_editor_code_execution_create_result"
    class BetaTextEditorCodeExecutionStrReplaceResultBlockParam: …
    type: Literal["text_editor_code_execution_str_replace_result"]
    Accepts one of the following:
    "text_editor_code_execution_str_replace_result"
    lines: Optional[List[str]]
    new_lines: Optional[int]
    new_start: Optional[int]
    old_lines: Optional[int]
    old_start: Optional[int]
    tool_use_id: str
    type: Literal["text_editor_code_execution_tool_result"]
    Accepts one of the following:
    "text_editor_code_execution_tool_result"
    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    class BetaTextEditorCodeExecutionToolResultError: …
    error_code: Literal["invalid_tool_input", "unavailable", "too_many_requests", 2 more]
    Accepts one of the following:
    "invalid_tool_input"
    "unavailable"
    "too_many_requests"
    "execution_time_exceeded"
    "file_not_found"
    error_message: Optional[str]
    type: Literal["text_editor_code_execution_tool_result_error"]
    Accepts one of the following:
    "text_editor_code_execution_tool_result_error"
    class BetaTextEditorCodeExecutionToolResultErrorParam: …
    error_code: Literal["invalid_tool_input", "unavailable", "too_many_requests", 2 more]
    Accepts one of the following:
    "invalid_tool_input"
    "unavailable"
    "too_many_requests"
    "execution_time_exceeded"
    "file_not_found"
    type: Literal["text_editor_code_execution_tool_result_error"]
    Accepts one of the following:
    "text_editor_code_execution_tool_result_error"
    error_message: Optional[str]
    class BetaTextEditorCodeExecutionViewResultBlock: …
    content: str
    file_type: Literal["text", "image", "pdf"]
    Accepts one of the following:
    "text"
    "image"
    "pdf"
    num_lines: Optional[int]
    start_line: Optional[int]
    total_lines: Optional[int]
    type: Literal["text_editor_code_execution_view_result"]
    Accepts one of the following:
    "text_editor_code_execution_view_result"
    class BetaTextEditorCodeExecutionViewResultBlockParam: …
    content: str
    file_type: Literal["text", "image", "pdf"]
    Accepts one of the following:
    "text"
    "image"
    "pdf"
    type: Literal["text_editor_code_execution_view_result"]
    Accepts one of the following:
    "text_editor_code_execution_view_result"
    num_lines: Optional[int]
    start_line: Optional[int]
    total_lines: Optional[int]
    class BetaThinkingBlock: …
    signature: str
    thinking: str
    type: Literal["thinking"]
    Accepts one of the following:
    "thinking"
    class BetaThinkingBlockParam: …
    signature: str
    thinking: str
    type: Literal["thinking"]
    Accepts one of the following:
    "thinking"
    class BetaThinkingConfigDisabled: …
    type: Literal["disabled"]
    Accepts one of the following:
    "disabled"
    class BetaThinkingConfigEnabled: …
    budget_tokens: int

    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
    type: Literal["enabled"]
    Accepts one of the following:
    "enabled"
    BetaThinkingConfigParam = BetaThinkingConfigParam

    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 BetaThinkingConfigEnabled: …
    budget_tokens: int

    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
    type: Literal["enabled"]
    Accepts one of the following:
    "enabled"
    class BetaThinkingConfigDisabled: …
    type: Literal["disabled"]
    Accepts one of the following:
    "disabled"
    class BetaThinkingDelta: …
    thinking: str
    type: Literal["thinking_delta"]
    Accepts one of the following:
    "thinking_delta"
    class BetaThinkingTurns: …
    type: Literal["thinking_turns"]
    Accepts one of the following:
    "thinking_turns"
    value: int
    minimum1
    class BetaTool: …
    input_schema: 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.

    type: Literal["object"]
    Accepts one of the following:
    "object"
    properties: Optional[Dict[str, object]]
    required: Optional[List[str]]
    name: str

    Name of the tool.

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

    maxLength128
    minLength1
    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    description: Optional[str]

    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.

    type: Optional[Literal["custom"]]
    Accepts one of the following:
    "custom"
    class BetaToolBash20241022: …
    name: Literal["bash"]

    Name of the tool.

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

    Accepts one of the following:
    "bash"
    type: Literal["bash_20241022"]
    Accepts one of the following:
    "bash_20241022"
    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    class BetaToolBash20250124: …
    name: Literal["bash"]

    Name of the tool.

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

    Accepts one of the following:
    "bash"
    type: Literal["bash_20250124"]
    Accepts one of the following:
    "bash_20250124"
    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    BetaToolChoice = 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.

    Accepts one of the following:
    class BetaToolChoiceAuto: …

    The model will automatically decide whether to use tools.

    type: Literal["auto"]
    Accepts one of the following:
    "auto"
    disable_parallel_tool_use: Optional[bool]

    Whether to disable parallel tool use.

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

    class BetaToolChoiceAny: …

    The model will use any available tools.

    type: Literal["any"]
    Accepts one of the following:
    "any"
    disable_parallel_tool_use: Optional[bool]

    Whether to disable parallel tool use.

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

    class BetaToolChoiceTool: …

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

    name: str

    The name of the tool to use.

    type: Literal["tool"]
    Accepts one of the following:
    "tool"
    disable_parallel_tool_use: Optional[bool]

    Whether to disable parallel tool use.

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

    class BetaToolChoiceNone: …

    The model will not be allowed to use tools.

    type: Literal["none"]
    Accepts one of the following:
    "none"
    class BetaToolChoiceAny: …

    The model will use any available tools.

    type: Literal["any"]
    Accepts one of the following:
    "any"
    disable_parallel_tool_use: Optional[bool]

    Whether to disable parallel tool use.

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

    class BetaToolChoiceAuto: …

    The model will automatically decide whether to use tools.

    type: Literal["auto"]
    Accepts one of the following:
    "auto"
    disable_parallel_tool_use: Optional[bool]

    Whether to disable parallel tool use.

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

    class BetaToolChoiceNone: …

    The model will not be allowed to use tools.

    type: Literal["none"]
    Accepts one of the following:
    "none"
    class BetaToolChoiceTool: …

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

    name: str

    The name of the tool to use.

    type: Literal["tool"]
    Accepts one of the following:
    "tool"
    disable_parallel_tool_use: Optional[bool]

    Whether to disable parallel tool use.

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

    class BetaToolComputerUse20241022: …
    display_height_px: int

    The height of the display in pixels.

    minimum1
    display_width_px: int

    The width of the display in pixels.

    minimum1
    name: Literal["computer"]

    Name of the tool.

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

    Accepts one of the following:
    "computer"
    type: Literal["computer_20241022"]
    Accepts one of the following:
    "computer_20241022"
    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    display_number: Optional[int]

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

    minimum0
    class BetaToolComputerUse20250124: …
    display_height_px: int

    The height of the display in pixels.

    minimum1
    display_width_px: int

    The width of the display in pixels.

    minimum1
    name: Literal["computer"]

    Name of the tool.

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

    Accepts one of the following:
    "computer"
    type: Literal["computer_20250124"]
    Accepts one of the following:
    "computer_20250124"
    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    display_number: Optional[int]

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

    minimum0
    class BetaToolResultBlockParam: …
    tool_use_id: str
    type: Literal["tool_result"]
    Accepts one of the following:
    "tool_result"
    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    content: Optional[Union[str, List[Content], null]]
    Accepts one of the following:
    ContentUnionMember0 = str
    Content = List[Content]
    Accepts one of the following:
    class BetaTextBlockParam: …
    text: str
    minLength1
    type: Literal["text"]
    Accepts one of the following:
    "text"
    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    citations: Optional[List[BetaTextCitationParam]]
    Accepts one of the following:
    class BetaCitationCharLocationParam: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    maxLength255
    minLength1
    end_char_index: int
    start_char_index: int
    minimum0
    type: Literal["char_location"]
    Accepts one of the following:
    "char_location"
    class BetaCitationPageLocationParam: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    maxLength255
    minLength1
    end_page_number: int
    start_page_number: int
    minimum1
    type: Literal["page_location"]
    Accepts one of the following:
    "page_location"
    class BetaCitationContentBlockLocationParam: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    maxLength255
    minLength1
    end_block_index: int
    start_block_index: int
    minimum0
    type: Literal["content_block_location"]
    Accepts one of the following:
    "content_block_location"
    class BetaCitationWebSearchResultLocationParam: …
    cited_text: str
    encrypted_index: str
    title: Optional[str]
    maxLength512
    minLength1
    type: Literal["web_search_result_location"]
    Accepts one of the following:
    "web_search_result_location"
    url: str
    maxLength2048
    minLength1
    class BetaCitationSearchResultLocationParam: …
    cited_text: str
    end_block_index: int
    search_result_index: int
    minimum0
    source: str
    start_block_index: int
    minimum0
    title: Optional[str]
    type: Literal["search_result_location"]
    Accepts one of the following:
    "search_result_location"
    class BetaImageBlockParam: …
    source: Source
    Accepts one of the following:
    class BetaBase64ImageSource: …
    data: str
    formatbyte
    media_type: Literal["image/jpeg", "image/png", "image/gif", "image/webp"]
    Accepts one of the following:
    "image/jpeg"
    "image/png"
    "image/gif"
    "image/webp"
    type: Literal["base64"]
    Accepts one of the following:
    "base64"
    class BetaURLImageSource: …
    type: Literal["url"]
    Accepts one of the following:
    "url"
    url: str
    class BetaFileImageSource: …
    file_id: str
    type: Literal["file"]
    Accepts one of the following:
    "file"
    type: Literal["image"]
    Accepts one of the following:
    "image"
    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    class BetaSearchResultBlockParam: …
    content: List[BetaTextBlockParam]
    text: str
    minLength1
    type: Literal["text"]
    Accepts one of the following:
    "text"
    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    citations: Optional[List[BetaTextCitationParam]]
    Accepts one of the following:
    class BetaCitationCharLocationParam: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    maxLength255
    minLength1
    end_char_index: int
    start_char_index: int
    minimum0
    type: Literal["char_location"]
    Accepts one of the following:
    "char_location"
    class BetaCitationPageLocationParam: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    maxLength255
    minLength1
    end_page_number: int
    start_page_number: int
    minimum1
    type: Literal["page_location"]
    Accepts one of the following:
    "page_location"
    class BetaCitationContentBlockLocationParam: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    maxLength255
    minLength1
    end_block_index: int
    start_block_index: int
    minimum0
    type: Literal["content_block_location"]
    Accepts one of the following:
    "content_block_location"
    class BetaCitationWebSearchResultLocationParam: …
    cited_text: str
    encrypted_index: str
    title: Optional[str]
    maxLength512
    minLength1
    type: Literal["web_search_result_location"]
    Accepts one of the following:
    "web_search_result_location"
    url: str
    maxLength2048
    minLength1
    class BetaCitationSearchResultLocationParam: …
    cited_text: str
    end_block_index: int
    search_result_index: int
    minimum0
    source: str
    start_block_index: int
    minimum0
    title: Optional[str]
    type: Literal["search_result_location"]
    Accepts one of the following:
    "search_result_location"
    source: str
    title: str
    type: Literal["search_result"]
    Accepts one of the following:
    "search_result"
    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    citations: Optional[BetaCitationsConfigParam]
    enabled: Optional[bool]
    class BetaRequestDocumentBlock: …
    source: Source
    Accepts one of the following:
    class BetaBase64PDFSource: …
    data: str
    formatbyte
    media_type: Literal["application/pdf"]
    Accepts one of the following:
    "application/pdf"
    type: Literal["base64"]
    Accepts one of the following:
    "base64"
    class BetaPlainTextSource: …
    data: str
    media_type: Literal["text/plain"]
    Accepts one of the following:
    "text/plain"
    type: Literal["text"]
    Accepts one of the following:
    "text"
    class BetaContentBlockSource: …
    content: Union[str, List[BetaContentBlockSourceContent]]
    Accepts one of the following:
    ContentUnionMember0 = str
    ContentBetaContentBlockSourceContent = List[BetaContentBlockSourceContent]
    Accepts one of the following:
    class BetaTextBlockParam: …
    text: str
    minLength1
    type: Literal["text"]
    Accepts one of the following:
    "text"
    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    citations: Optional[List[BetaTextCitationParam]]
    Accepts one of the following:
    class BetaCitationCharLocationParam: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    maxLength255
    minLength1
    end_char_index: int
    start_char_index: int
    minimum0
    type: Literal["char_location"]
    Accepts one of the following:
    "char_location"
    class BetaCitationPageLocationParam: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    maxLength255
    minLength1
    end_page_number: int
    start_page_number: int
    minimum1
    type: Literal["page_location"]
    Accepts one of the following:
    "page_location"
    class BetaCitationContentBlockLocationParam: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    maxLength255
    minLength1
    end_block_index: int
    start_block_index: int
    minimum0
    type: Literal["content_block_location"]
    Accepts one of the following:
    "content_block_location"
    class BetaCitationWebSearchResultLocationParam: …
    cited_text: str
    encrypted_index: str
    title: Optional[str]
    maxLength512
    minLength1
    type: Literal["web_search_result_location"]
    Accepts one of the following:
    "web_search_result_location"
    url: str
    maxLength2048
    minLength1
    class BetaCitationSearchResultLocationParam: …
    cited_text: str
    end_block_index: int
    search_result_index: int
    minimum0
    source: str
    start_block_index: int
    minimum0
    title: Optional[str]
    type: Literal["search_result_location"]
    Accepts one of the following:
    "search_result_location"
    class BetaImageBlockParam: …
    source: Source
    Accepts one of the following:
    class BetaBase64ImageSource: …
    data: str
    formatbyte
    media_type: Literal["image/jpeg", "image/png", "image/gif", "image/webp"]
    Accepts one of the following:
    "image/jpeg"
    "image/png"
    "image/gif"
    "image/webp"
    type: Literal["base64"]
    Accepts one of the following:
    "base64"
    class BetaURLImageSource: …
    type: Literal["url"]
    Accepts one of the following:
    "url"
    url: str
    class BetaFileImageSource: …
    file_id: str
    type: Literal["file"]
    Accepts one of the following:
    "file"
    type: Literal["image"]
    Accepts one of the following:
    "image"
    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    type: Literal["content"]
    Accepts one of the following:
    "content"
    class BetaURLPDFSource: …
    type: Literal["url"]
    Accepts one of the following:
    "url"
    url: str
    class BetaFileDocumentSource: …
    file_id: str
    type: Literal["file"]
    Accepts one of the following:
    "file"
    type: Literal["document"]
    Accepts one of the following:
    "document"
    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    citations: Optional[BetaCitationsConfigParam]
    enabled: Optional[bool]
    context: Optional[str]
    minLength1
    title: Optional[str]
    maxLength500
    minLength1
    is_error: Optional[bool]
    class BetaToolTextEditor20241022: …
    name: Literal["str_replace_editor"]

    Name of the tool.

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

    Accepts one of the following:
    "str_replace_editor"
    type: Literal["text_editor_20241022"]
    Accepts one of the following:
    "text_editor_20241022"
    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    class BetaToolTextEditor20250124: …
    name: Literal["str_replace_editor"]

    Name of the tool.

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

    Accepts one of the following:
    "str_replace_editor"
    type: Literal["text_editor_20250124"]
    Accepts one of the following:
    "text_editor_20250124"
    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    class BetaToolTextEditor20250429: …
    name: Literal["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.

    Accepts one of the following:
    "str_replace_based_edit_tool"
    type: Literal["text_editor_20250429"]
    Accepts one of the following:
    "text_editor_20250429"
    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    class BetaToolTextEditor20250728: …
    name: Literal["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.

    Accepts one of the following:
    "str_replace_based_edit_tool"
    type: Literal["text_editor_20250728"]
    Accepts one of the following:
    "text_editor_20250728"
    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    max_characters: Optional[int]

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

    minimum1
    BetaToolUnion = BetaToolUnion
    Accepts one of the following:
    class BetaTool: …
    input_schema: 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.

    type: Literal["object"]
    Accepts one of the following:
    "object"
    properties: Optional[Dict[str, object]]
    required: Optional[List[str]]
    name: str

    Name of the tool.

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

    maxLength128
    minLength1
    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    description: Optional[str]

    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.

    type: Optional[Literal["custom"]]
    Accepts one of the following:
    "custom"
    class BetaToolBash20241022: …
    name: Literal["bash"]

    Name of the tool.

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

    Accepts one of the following:
    "bash"
    type: Literal["bash_20241022"]
    Accepts one of the following:
    "bash_20241022"
    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    class BetaToolBash20250124: …
    name: Literal["bash"]

    Name of the tool.

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

    Accepts one of the following:
    "bash"
    type: Literal["bash_20250124"]
    Accepts one of the following:
    "bash_20250124"
    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    class BetaCodeExecutionTool20250522: …
    name: Literal["code_execution"]

    Name of the tool.

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

    Accepts one of the following:
    "code_execution"
    type: Literal["code_execution_20250522"]
    Accepts one of the following:
    "code_execution_20250522"
    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    class BetaCodeExecutionTool20250825: …
    name: Literal["code_execution"]

    Name of the tool.

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

    Accepts one of the following:
    "code_execution"
    type: Literal["code_execution_20250825"]
    Accepts one of the following:
    "code_execution_20250825"
    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    class BetaToolComputerUse20241022: …
    display_height_px: int

    The height of the display in pixels.

    minimum1
    display_width_px: int

    The width of the display in pixels.

    minimum1
    name: Literal["computer"]

    Name of the tool.

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

    Accepts one of the following:
    "computer"
    type: Literal["computer_20241022"]
    Accepts one of the following:
    "computer_20241022"
    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    display_number: Optional[int]

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

    minimum0
    class BetaMemoryTool20250818: …
    name: Literal["memory"]

    Name of the tool.

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

    Accepts one of the following:
    "memory"
    type: Literal["memory_20250818"]
    Accepts one of the following:
    "memory_20250818"
    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    class BetaToolComputerUse20250124: …
    display_height_px: int

    The height of the display in pixels.

    minimum1
    display_width_px: int

    The width of the display in pixels.

    minimum1
    name: Literal["computer"]

    Name of the tool.

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

    Accepts one of the following:
    "computer"
    type: Literal["computer_20250124"]
    Accepts one of the following:
    "computer_20250124"
    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    display_number: Optional[int]

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

    minimum0
    class BetaToolTextEditor20241022: …
    name: Literal["str_replace_editor"]

    Name of the tool.

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

    Accepts one of the following:
    "str_replace_editor"
    type: Literal["text_editor_20241022"]
    Accepts one of the following:
    "text_editor_20241022"
    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    class BetaToolTextEditor20250124: …
    name: Literal["str_replace_editor"]

    Name of the tool.

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

    Accepts one of the following:
    "str_replace_editor"
    type: Literal["text_editor_20250124"]
    Accepts one of the following:
    "text_editor_20250124"
    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    class BetaToolTextEditor20250429: …
    name: Literal["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.

    Accepts one of the following:
    "str_replace_based_edit_tool"
    type: Literal["text_editor_20250429"]
    Accepts one of the following:
    "text_editor_20250429"
    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    class BetaToolTextEditor20250728: …
    name: Literal["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.

    Accepts one of the following:
    "str_replace_based_edit_tool"
    type: Literal["text_editor_20250728"]
    Accepts one of the following:
    "text_editor_20250728"
    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    max_characters: Optional[int]

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

    minimum1
    class BetaWebSearchTool20250305: …
    name: Literal["web_search"]

    Name of the tool.

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

    Accepts one of the following:
    "web_search"
    type: Literal["web_search_20250305"]
    Accepts one of the following:
    "web_search_20250305"
    allowed_domains: Optional[List[str]]

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

    blocked_domains: Optional[List[str]]

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

    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    max_uses: Optional[int]

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

    exclusiveMinimum0
    user_location: Optional[UserLocation]

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

    type: Literal["approximate"]
    Accepts one of the following:
    "approximate"
    city: Optional[str]

    The city of the user.

    maxLength255
    minLength1
    country: Optional[str]

    The two letter ISO country code of the user.

    maxLength2
    minLength2
    region: Optional[str]

    The region of the user.

    maxLength255
    minLength1
    timezone: Optional[str]

    The IANA timezone of the user.

    maxLength255
    minLength1
    class BetaWebFetchTool20250910: …
    name: Literal["web_fetch"]

    Name of the tool.

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

    Accepts one of the following:
    "web_fetch"
    type: Literal["web_fetch_20250910"]
    Accepts one of the following:
    "web_fetch_20250910"
    allowed_domains: Optional[List[str]]

    List of domains to allow fetching from

    blocked_domains: Optional[List[str]]

    List of domains to block fetching from

    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    citations: Optional[BetaCitationsConfigParam]

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

    enabled: Optional[bool]
    max_content_tokens: Optional[int]

    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.

    exclusiveMinimum0
    max_uses: Optional[int]

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

    exclusiveMinimum0
    class BetaToolUseBlock: …
    id: str
    input: Dict[str, object]
    name: str
    minLength1
    type: Literal["tool_use"]
    Accepts one of the following:
    "tool_use"
    class BetaToolUseBlockParam: …
    id: str
    input: Dict[str, object]
    name: str
    maxLength200
    minLength1
    type: Literal["tool_use"]
    Accepts one of the following:
    "tool_use"
    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    class BetaToolUsesKeep: …
    type: Literal["tool_uses"]
    Accepts one of the following:
    "tool_uses"
    value: int
    minimum0
    class BetaToolUsesTrigger: …
    type: Literal["tool_uses"]
    Accepts one of the following:
    "tool_uses"
    value: int
    minimum1
    class BetaURLImageSource: …
    type: Literal["url"]
    Accepts one of the following:
    "url"
    url: str
    class BetaURLPDFSource: …
    type: Literal["url"]
    Accepts one of the following:
    "url"
    url: str
    class BetaUsage: …
    cache_creation: Optional[BetaCacheCreation]

    Breakdown of cached tokens by TTL

    ephemeral_1h_input_tokens: int

    The number of input tokens used to create the 1 hour cache entry.

    minimum0
    ephemeral_5m_input_tokens: int

    The number of input tokens used to create the 5 minute cache entry.

    minimum0
    cache_creation_input_tokens: Optional[int]

    The number of input tokens used to create the cache entry.

    minimum0
    cache_read_input_tokens: Optional[int]

    The number of input tokens read from the cache.

    minimum0
    input_tokens: int

    The number of input tokens which were used.

    minimum0
    output_tokens: int

    The number of output tokens which were used.

    minimum0
    server_tool_use: Optional[BetaServerToolUsage]

    The number of server tool requests.

    web_fetch_requests: int

    The number of web fetch tool requests.

    minimum0
    web_search_requests: int

    The number of web search tool requests.

    minimum0
    service_tier: Optional[Literal["standard", "priority", "batch"]]

    If the request used the priority, standard, or batch tier.

    Accepts one of the following:
    "standard"
    "priority"
    "batch"
    class BetaWebFetchBlock: …
    content: BetaDocumentBlock
    citations: Optional[BetaCitationConfig]

    Citation configuration for the document

    enabled: bool
    source: Source
    Accepts one of the following:
    class BetaBase64PDFSource: …
    data: str
    formatbyte
    media_type: Literal["application/pdf"]
    Accepts one of the following:
    "application/pdf"
    type: Literal["base64"]
    Accepts one of the following:
    "base64"
    class BetaPlainTextSource: …
    data: str
    media_type: Literal["text/plain"]
    Accepts one of the following:
    "text/plain"
    type: Literal["text"]
    Accepts one of the following:
    "text"
    title: Optional[str]

    The title of the document

    type: Literal["document"]
    Accepts one of the following:
    "document"
    retrieved_at: Optional[str]

    ISO 8601 timestamp when the content was retrieved

    type: Literal["web_fetch_result"]
    Accepts one of the following:
    "web_fetch_result"
    url: str

    Fetched content URL

    class BetaWebFetchBlockParam: …
    content: BetaRequestDocumentBlock
    source: Source
    Accepts one of the following:
    class BetaBase64PDFSource: …
    data: str
    formatbyte
    media_type: Literal["application/pdf"]
    Accepts one of the following:
    "application/pdf"
    type: Literal["base64"]
    Accepts one of the following:
    "base64"
    class BetaPlainTextSource: …
    data: str
    media_type: Literal["text/plain"]
    Accepts one of the following:
    "text/plain"
    type: Literal["text"]
    Accepts one of the following:
    "text"
    class BetaContentBlockSource: …
    content: Union[str, List[BetaContentBlockSourceContent]]
    Accepts one of the following:
    ContentUnionMember0 = str
    ContentBetaContentBlockSourceContent = List[BetaContentBlockSourceContent]
    Accepts one of the following:
    class BetaTextBlockParam: …
    text: str
    minLength1
    type: Literal["text"]
    Accepts one of the following:
    "text"
    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    citations: Optional[List[BetaTextCitationParam]]
    Accepts one of the following:
    class BetaCitationCharLocationParam: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    maxLength255
    minLength1
    end_char_index: int
    start_char_index: int
    minimum0
    type: Literal["char_location"]
    Accepts one of the following:
    "char_location"
    class BetaCitationPageLocationParam: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    maxLength255
    minLength1
    end_page_number: int
    start_page_number: int
    minimum1
    type: Literal["page_location"]
    Accepts one of the following:
    "page_location"
    class BetaCitationContentBlockLocationParam: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    maxLength255
    minLength1
    end_block_index: int
    start_block_index: int
    minimum0
    type: Literal["content_block_location"]
    Accepts one of the following:
    "content_block_location"
    class BetaCitationWebSearchResultLocationParam: …
    cited_text: str
    encrypted_index: str
    title: Optional[str]
    maxLength512
    minLength1
    type: Literal["web_search_result_location"]
    Accepts one of the following:
    "web_search_result_location"
    url: str
    maxLength2048
    minLength1
    class BetaCitationSearchResultLocationParam: …
    cited_text: str
    end_block_index: int
    search_result_index: int
    minimum0
    source: str
    start_block_index: int
    minimum0
    title: Optional[str]
    type: Literal["search_result_location"]
    Accepts one of the following:
    "search_result_location"
    class BetaImageBlockParam: …
    source: Source
    Accepts one of the following:
    class BetaBase64ImageSource: …
    data: str
    formatbyte
    media_type: Literal["image/jpeg", "image/png", "image/gif", "image/webp"]
    Accepts one of the following:
    "image/jpeg"
    "image/png"
    "image/gif"
    "image/webp"
    type: Literal["base64"]
    Accepts one of the following:
    "base64"
    class BetaURLImageSource: …
    type: Literal["url"]
    Accepts one of the following:
    "url"
    url: str
    class BetaFileImageSource: …
    file_id: str
    type: Literal["file"]
    Accepts one of the following:
    "file"
    type: Literal["image"]
    Accepts one of the following:
    "image"
    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    type: Literal["content"]
    Accepts one of the following:
    "content"
    class BetaURLPDFSource: …
    type: Literal["url"]
    Accepts one of the following:
    "url"
    url: str
    class BetaFileDocumentSource: …
    file_id: str
    type: Literal["file"]
    Accepts one of the following:
    "file"
    type: Literal["document"]
    Accepts one of the following:
    "document"
    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    citations: Optional[BetaCitationsConfigParam]
    enabled: Optional[bool]
    context: Optional[str]
    minLength1
    title: Optional[str]
    maxLength500
    minLength1
    type: Literal["web_fetch_result"]
    Accepts one of the following:
    "web_fetch_result"
    url: str

    Fetched content URL

    retrieved_at: Optional[str]

    ISO 8601 timestamp when the content was retrieved

    class BetaWebFetchTool20250910: …
    name: Literal["web_fetch"]

    Name of the tool.

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

    Accepts one of the following:
    "web_fetch"
    type: Literal["web_fetch_20250910"]
    Accepts one of the following:
    "web_fetch_20250910"
    allowed_domains: Optional[List[str]]

    List of domains to allow fetching from

    blocked_domains: Optional[List[str]]

    List of domains to block fetching from

    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    citations: Optional[BetaCitationsConfigParam]

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

    enabled: Optional[bool]
    max_content_tokens: Optional[int]

    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.

    exclusiveMinimum0
    max_uses: Optional[int]

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

    exclusiveMinimum0
    class BetaWebFetchToolResultBlock: …
    content: Content
    Accepts one of the following:
    class BetaWebFetchToolResultErrorBlock: …
    error_code: BetaWebFetchToolResultErrorCode
    Accepts one of the following:
    "invalid_tool_input"
    "url_too_long"
    "url_not_allowed"
    "url_not_accessible"
    "unsupported_content_type"
    "too_many_requests"
    "max_uses_exceeded"
    "unavailable"
    type: Literal["web_fetch_tool_result_error"]
    Accepts one of the following:
    "web_fetch_tool_result_error"
    class BetaWebFetchBlock: …
    content: BetaDocumentBlock
    citations: Optional[BetaCitationConfig]

    Citation configuration for the document

    enabled: bool
    source: Source
    Accepts one of the following:
    class BetaBase64PDFSource: …
    data: str
    formatbyte
    media_type: Literal["application/pdf"]
    Accepts one of the following:
    "application/pdf"
    type: Literal["base64"]
    Accepts one of the following:
    "base64"
    class BetaPlainTextSource: …
    data: str
    media_type: Literal["text/plain"]
    Accepts one of the following:
    "text/plain"
    type: Literal["text"]
    Accepts one of the following:
    "text"
    title: Optional[str]

    The title of the document

    type: Literal["document"]
    Accepts one of the following:
    "document"
    retrieved_at: Optional[str]

    ISO 8601 timestamp when the content was retrieved

    type: Literal["web_fetch_result"]
    Accepts one of the following:
    "web_fetch_result"
    url: str

    Fetched content URL

    tool_use_id: str
    type: Literal["web_fetch_tool_result"]
    Accepts one of the following:
    "web_fetch_tool_result"
    class BetaWebFetchToolResultBlockParam: …
    content: Content
    Accepts one of the following:
    class BetaWebFetchToolResultErrorBlockParam: …
    error_code: BetaWebFetchToolResultErrorCode
    Accepts one of the following:
    "invalid_tool_input"
    "url_too_long"
    "url_not_allowed"
    "url_not_accessible"
    "unsupported_content_type"
    "too_many_requests"
    "max_uses_exceeded"
    "unavailable"
    type: Literal["web_fetch_tool_result_error"]
    Accepts one of the following:
    "web_fetch_tool_result_error"
    class BetaWebFetchBlockParam: …
    content: BetaRequestDocumentBlock
    source: Source
    Accepts one of the following:
    class BetaBase64PDFSource: …
    data: str
    formatbyte
    media_type: Literal["application/pdf"]
    Accepts one of the following:
    "application/pdf"
    type: Literal["base64"]
    Accepts one of the following:
    "base64"
    class BetaPlainTextSource: …
    data: str
    media_type: Literal["text/plain"]
    Accepts one of the following:
    "text/plain"
    type: Literal["text"]
    Accepts one of the following:
    "text"
    class BetaContentBlockSource: …
    content: Union[str, List[BetaContentBlockSourceContent]]
    Accepts one of the following:
    ContentUnionMember0 = str
    ContentBetaContentBlockSourceContent = List[BetaContentBlockSourceContent]
    Accepts one of the following:
    class BetaTextBlockParam: …
    text: str
    minLength1
    type: Literal["text"]
    Accepts one of the following:
    "text"
    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    citations: Optional[List[BetaTextCitationParam]]
    Accepts one of the following:
    class BetaCitationCharLocationParam: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    maxLength255
    minLength1
    end_char_index: int
    start_char_index: int
    minimum0
    type: Literal["char_location"]
    Accepts one of the following:
    "char_location"
    class BetaCitationPageLocationParam: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    maxLength255
    minLength1
    end_page_number: int
    start_page_number: int
    minimum1
    type: Literal["page_location"]
    Accepts one of the following:
    "page_location"
    class BetaCitationContentBlockLocationParam: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    maxLength255
    minLength1
    end_block_index: int
    start_block_index: int
    minimum0
    type: Literal["content_block_location"]
    Accepts one of the following:
    "content_block_location"
    class BetaCitationWebSearchResultLocationParam: …
    cited_text: str
    encrypted_index: str
    title: Optional[str]
    maxLength512
    minLength1
    type: Literal["web_search_result_location"]
    Accepts one of the following:
    "web_search_result_location"
    url: str
    maxLength2048
    minLength1
    class BetaCitationSearchResultLocationParam: …
    cited_text: str
    end_block_index: int
    search_result_index: int
    minimum0
    source: str
    start_block_index: int
    minimum0
    title: Optional[str]
    type: Literal["search_result_location"]
    Accepts one of the following:
    "search_result_location"
    class BetaImageBlockParam: …
    source: Source
    Accepts one of the following:
    class BetaBase64ImageSource: …
    data: str
    formatbyte
    media_type: Literal["image/jpeg", "image/png", "image/gif", "image/webp"]
    Accepts one of the following:
    "image/jpeg"
    "image/png"
    "image/gif"
    "image/webp"
    type: Literal["base64"]
    Accepts one of the following:
    "base64"
    class BetaURLImageSource: …
    type: Literal["url"]
    Accepts one of the following:
    "url"
    url: str
    class BetaFileImageSource: …
    file_id: str
    type: Literal["file"]
    Accepts one of the following:
    "file"
    type: Literal["image"]
    Accepts one of the following:
    "image"
    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    type: Literal["content"]
    Accepts one of the following:
    "content"
    class BetaURLPDFSource: …
    type: Literal["url"]
    Accepts one of the following:
    "url"
    url: str
    class BetaFileDocumentSource: …
    file_id: str
    type: Literal["file"]
    Accepts one of the following:
    "file"
    type: Literal["document"]
    Accepts one of the following:
    "document"
    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    citations: Optional[BetaCitationsConfigParam]
    enabled: Optional[bool]
    context: Optional[str]
    minLength1
    title: Optional[str]
    maxLength500
    minLength1
    type: Literal["web_fetch_result"]
    Accepts one of the following:
    "web_fetch_result"
    url: str

    Fetched content URL

    retrieved_at: Optional[str]

    ISO 8601 timestamp when the content was retrieved

    tool_use_id: str
    type: Literal["web_fetch_tool_result"]
    Accepts one of the following:
    "web_fetch_tool_result"
    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    class BetaWebFetchToolResultErrorBlock: …
    error_code: BetaWebFetchToolResultErrorCode
    Accepts one of the following:
    "invalid_tool_input"
    "url_too_long"
    "url_not_allowed"
    "url_not_accessible"
    "unsupported_content_type"
    "too_many_requests"
    "max_uses_exceeded"
    "unavailable"
    type: Literal["web_fetch_tool_result_error"]
    Accepts one of the following:
    "web_fetch_tool_result_error"
    class BetaWebFetchToolResultErrorBlockParam: …
    error_code: BetaWebFetchToolResultErrorCode
    Accepts one of the following:
    "invalid_tool_input"
    "url_too_long"
    "url_not_allowed"
    "url_not_accessible"
    "unsupported_content_type"
    "too_many_requests"
    "max_uses_exceeded"
    "unavailable"
    type: Literal["web_fetch_tool_result_error"]
    Accepts one of the following:
    "web_fetch_tool_result_error"
    BetaWebFetchToolResultErrorCode = Literal["invalid_tool_input", "url_too_long", "url_not_allowed", 5 more]
    Accepts one of the following:
    "invalid_tool_input"
    "url_too_long"
    "url_not_allowed"
    "url_not_accessible"
    "unsupported_content_type"
    "too_many_requests"
    "max_uses_exceeded"
    "unavailable"
    class BetaWebSearchResultBlock: …
    encrypted_content: str
    page_age: Optional[str]
    title: str
    type: Literal["web_search_result"]
    Accepts one of the following:
    "web_search_result"
    url: str
    class BetaWebSearchResultBlockParam: …
    encrypted_content: str
    title: str
    type: Literal["web_search_result"]
    Accepts one of the following:
    "web_search_result"
    url: str
    page_age: Optional[str]
    class BetaWebSearchTool20250305: …
    name: Literal["web_search"]

    Name of the tool.

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

    Accepts one of the following:
    "web_search"
    type: Literal["web_search_20250305"]
    Accepts one of the following:
    "web_search_20250305"
    allowed_domains: Optional[List[str]]

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

    blocked_domains: Optional[List[str]]

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

    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    max_uses: Optional[int]

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

    exclusiveMinimum0
    user_location: Optional[UserLocation]

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

    type: Literal["approximate"]
    Accepts one of the following:
    "approximate"
    city: Optional[str]

    The city of the user.

    maxLength255
    minLength1
    country: Optional[str]

    The two letter ISO country code of the user.

    maxLength2
    minLength2
    region: Optional[str]

    The region of the user.

    maxLength255
    minLength1
    timezone: Optional[str]

    The IANA timezone of the user.

    maxLength255
    minLength1
    class BetaWebSearchToolRequestError: …
    error_code: BetaWebSearchToolResultErrorCode
    Accepts one of the following:
    "invalid_tool_input"
    "unavailable"
    "max_uses_exceeded"
    "too_many_requests"
    "query_too_long"
    type: Literal["web_search_tool_result_error"]
    Accepts one of the following:
    "web_search_tool_result_error"
    class BetaWebSearchToolResultBlock: …
    content: BetaWebSearchToolResultBlockContent
    Accepts one of the following:
    class BetaWebSearchToolResultError: …
    error_code: BetaWebSearchToolResultErrorCode
    Accepts one of the following:
    "invalid_tool_input"
    "unavailable"
    "max_uses_exceeded"
    "too_many_requests"
    "query_too_long"
    type: Literal["web_search_tool_result_error"]
    Accepts one of the following:
    "web_search_tool_result_error"
    UnionMember1 = List[BetaWebSearchResultBlock]
    encrypted_content: str
    page_age: Optional[str]
    title: str
    type: Literal["web_search_result"]
    Accepts one of the following:
    "web_search_result"
    url: str
    tool_use_id: str
    type: Literal["web_search_tool_result"]
    Accepts one of the following:
    "web_search_tool_result"
    BetaWebSearchToolResultBlockContent = BetaWebSearchToolResultBlockContent
    Accepts one of the following:
    class BetaWebSearchToolResultError: …
    error_code: BetaWebSearchToolResultErrorCode
    Accepts one of the following:
    "invalid_tool_input"
    "unavailable"
    "max_uses_exceeded"
    "too_many_requests"
    "query_too_long"
    type: Literal["web_search_tool_result_error"]
    Accepts one of the following:
    "web_search_tool_result_error"
    UnionMember1 = List[BetaWebSearchResultBlock]
    encrypted_content: str
    page_age: Optional[str]
    title: str
    type: Literal["web_search_result"]
    Accepts one of the following:
    "web_search_result"
    url: str
    class BetaWebSearchToolResultBlockParam: …
    content: BetaWebSearchToolResultBlockParamContent
    Accepts one of the following:
    ResultBlock = List[BetaWebSearchResultBlockParam]
    encrypted_content: str
    title: str
    type: Literal["web_search_result"]
    Accepts one of the following:
    "web_search_result"
    url: str
    page_age: Optional[str]
    class BetaWebSearchToolRequestError: …
    error_code: BetaWebSearchToolResultErrorCode
    Accepts one of the following:
    "invalid_tool_input"
    "unavailable"
    "max_uses_exceeded"
    "too_many_requests"
    "query_too_long"
    type: Literal["web_search_tool_result_error"]
    Accepts one of the following:
    "web_search_tool_result_error"
    tool_use_id: str
    type: Literal["web_search_tool_result"]
    Accepts one of the following:
    "web_search_tool_result"
    cache_control: Optional[BetaCacheControlEphemeral]

    Create a cache control breakpoint at this content block.

    type: Literal["ephemeral"]
    Accepts one of the following:
    "ephemeral"
    ttl: Optional[Literal["5m", "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.

    Accepts one of the following:
    "5m"
    "1h"
    BetaWebSearchToolResultBlockParamContent = BetaWebSearchToolResultBlockParamContent
    Accepts one of the following:
    ResultBlock = List[BetaWebSearchResultBlockParam]
    encrypted_content: str
    title: str
    type: Literal["web_search_result"]
    Accepts one of the following:
    "web_search_result"
    url: str
    page_age: Optional[str]
    class BetaWebSearchToolRequestError: …
    error_code: BetaWebSearchToolResultErrorCode
    Accepts one of the following:
    "invalid_tool_input"
    "unavailable"
    "max_uses_exceeded"
    "too_many_requests"
    "query_too_long"
    type: Literal["web_search_tool_result_error"]
    Accepts one of the following:
    "web_search_tool_result_error"
    class BetaWebSearchToolResultError: …
    error_code: BetaWebSearchToolResultErrorCode
    Accepts one of the following:
    "invalid_tool_input"
    "unavailable"
    "max_uses_exceeded"
    "too_many_requests"
    "query_too_long"
    type: Literal["web_search_tool_result_error"]
    Accepts one of the following:
    "web_search_tool_result_error"
    BetaWebSearchToolResultErrorCode = Literal["invalid_tool_input", "unavailable", "max_uses_exceeded", 2 more]
    Accepts one of the following:
    "invalid_tool_input"
    "unavailable"
    "max_uses_exceeded"
    "too_many_requests"
    "query_too_long"

    BetaMessagesBatches

    Cancel a Message Batch
    beta.messages.batches.cancel(strmessage_batch_id, BatchCancelParams**kwargs) -> BetaMessageBatch
    post/v1/messages/batches/{message_batch_id}/cancel?beta=true
    Create a Message Batch
    beta.messages.batches.create(BatchCreateParams**kwargs) -> BetaMessageBatch
    post/v1/messages/batches?beta=true
    Delete a Message Batch
    beta.messages.batches.delete(strmessage_batch_id, BatchDeleteParams**kwargs) -> BetaDeletedMessageBatch
    delete/v1/messages/batches/{message_batch_id}?beta=true
    List Message Batches
    beta.messages.batches.list(BatchListParams**kwargs) -> SyncPage[BetaMessageBatch]
    get/v1/messages/batches?beta=true
    Retrieve Message Batch results
    beta.messages.batches.results(strmessage_batch_id, BatchResultsParams**kwargs) -> BetaMessageBatchIndividualResponse
    get/v1/messages/batches/{message_batch_id}/results?beta=true
    Retrieve a Message Batch
    beta.messages.batches.retrieve(strmessage_batch_id, BatchRetrieveParams**kwargs) -> BetaMessageBatch
    get/v1/messages/batches/{message_batch_id}?beta=true
    ModelsExpand Collapse
    class BetaDeletedMessageBatch: …
    id: str

    ID of the Message Batch.

    type: Literal["message_batch_deleted"]

    Deleted object type.

    For Message Batches, this is always "message_batch_deleted".

    Accepts one of the following:
    "message_batch_deleted"
    class BetaMessageBatch: …
    id: str

    Unique object identifier.

    The format and length of IDs may change over time.

    archived_at: Optional[datetime]

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

    formatdate-time
    cancel_initiated_at: Optional[datetime]

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

    formatdate-time
    created_at: datetime

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

    formatdate-time
    ended_at: Optional[datetime]

    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
    expires_at: datetime

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

    formatdate-time
    processing_status: Literal["in_progress", "canceling", "ended"]

    Processing status of the Message Batch.

    Accepts one of the following:
    "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: int

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

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

    errored: int

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

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

    expired: int

    Number of requests in the Message Batch that have expired.

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

    processing: int

    Number of requests in the Message Batch that are processing.

    succeeded: int

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

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

    results_url: Optional[str]

    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.

    type: Literal["message_batch"]

    Object type.

    For Message Batches, this is always "message_batch".

    Accepts one of the following:
    "message_batch"
    class BetaMessageBatchCanceledResult: …
    type: Literal["canceled"]
    Accepts one of the following:
    "canceled"
    class BetaMessageBatchErroredResult: …
    error: BetaErrorResponse
    error: BetaError
    Accepts one of the following:
    class BetaInvalidRequestError: …
    message: str
    type: Literal["invalid_request_error"]
    Accepts one of the following:
    "invalid_request_error"
    class BetaAuthenticationError: …
    message: str
    type: Literal["authentication_error"]
    Accepts one of the following:
    "authentication_error"
    class BetaBillingError: …
    message: str
    type: Literal["billing_error"]
    Accepts one of the following:
    "billing_error"
    class BetaPermissionError: …
    message: str
    type: Literal["permission_error"]
    Accepts one of the following:
    "permission_error"
    class BetaNotFoundError: …
    message: str
    type: Literal["not_found_error"]
    Accepts one of the following:
    "not_found_error"
    class BetaRateLimitError: …
    message: str
    type: Literal["rate_limit_error"]
    Accepts one of the following:
    "rate_limit_error"
    class BetaGatewayTimeoutError: …
    message: str
    type: Literal["timeout_error"]
    Accepts one of the following:
    "timeout_error"
    class BetaAPIError: …
    message: str
    type: Literal["api_error"]
    Accepts one of the following:
    "api_error"
    class BetaOverloadedError: …
    message: str
    type: Literal["overloaded_error"]
    Accepts one of the following:
    "overloaded_error"
    request_id: Optional[str]
    type: Literal["error"]
    Accepts one of the following:
    "error"
    type: Literal["errored"]
    Accepts one of the following:
    "errored"
    class BetaMessageBatchExpiredResult: …
    type: Literal["expired"]
    Accepts one of the following:
    "expired"
    class BetaMessageBatchIndividualResponse: …

    This is a single line in the response .jsonl file and does not represent the response as a whole.

    custom_id: str

    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.

    Accepts one of the following:
    class BetaMessageBatchSucceededResult: …
    message: BetaMessage
    id: str

    Unique object identifier.

    The format and length of IDs may change over time.

    container: Optional[BetaContainer]

    Information about the container used in the request (for the code execution tool)

    id: str

    Identifier for the container used in this request

    expires_at: datetime

    The time at which the container will expire.

    formatdate-time
    skills: Optional[List[BetaSkill]]

    Skills loaded in the container

    skill_id: str

    Skill ID

    maxLength64
    minLength1
    type: Literal["anthropic", "custom"]

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

    Accepts one of the following:
    "anthropic"
    "custom"
    version: str

    Skill version or 'latest' for most recent version

    maxLength64
    minLength1
    content: List[BetaContentBlock]

    Content generated by the model.

    This is an array of content blocks, each of which has a type that determines its shape.

    Example:

    [{"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:

    [
      {"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:

    [{"type": "text", "text": "B)"}]
    
    Accepts one of the following:
    class BetaTextBlock: …
    citations: Optional[List[BetaTextCitation]]

    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.

    Accepts one of the following:
    class BetaCitationCharLocation: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    end_char_index: int
    file_id: Optional[str]
    start_char_index: int
    minimum0
    type: Literal["char_location"]
    Accepts one of the following:
    "char_location"
    class BetaCitationPageLocation: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    end_page_number: int
    file_id: Optional[str]
    start_page_number: int
    minimum1
    type: Literal["page_location"]
    Accepts one of the following:
    "page_location"
    class BetaCitationContentBlockLocation: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    end_block_index: int
    file_id: Optional[str]
    start_block_index: int
    minimum0
    type: Literal["content_block_location"]
    Accepts one of the following:
    "content_block_location"
    class BetaCitationsWebSearchResultLocation: …
    cited_text: str
    encrypted_index: str
    title: Optional[str]
    maxLength512
    type: Literal["web_search_result_location"]
    Accepts one of the following:
    "web_search_result_location"
    url: str
    class BetaCitationSearchResultLocation: …
    cited_text: str
    end_block_index: int
    search_result_index: int
    minimum0
    source: str
    start_block_index: int
    minimum0
    title: Optional[str]
    type: Literal["search_result_location"]
    Accepts one of the following:
    "search_result_location"
    text: str
    maxLength5000000
    minLength0
    type: Literal["text"]
    Accepts one of the following:
    "text"
    class BetaThinkingBlock: …
    signature: str
    thinking: str
    type: Literal["thinking"]
    Accepts one of the following:
    "thinking"
    class BetaRedactedThinkingBlock: …
    data: str
    type: Literal["redacted_thinking"]
    Accepts one of the following:
    "redacted_thinking"
    class BetaToolUseBlock: …
    id: str
    input: Dict[str, object]
    name: str
    minLength1
    type: Literal["tool_use"]
    Accepts one of the following:
    "tool_use"
    class BetaServerToolUseBlock: …
    id: str
    input: Dict[str, object]
    name: Literal["web_search", "web_fetch", "code_execution", 2 more]
    Accepts one of the following:
    "web_search"
    "web_fetch"
    "code_execution"
    "bash_code_execution"
    "text_editor_code_execution"
    type: Literal["server_tool_use"]
    Accepts one of the following:
    "server_tool_use"
    class BetaWebSearchToolResultBlock: …
    content: BetaWebSearchToolResultBlockContent
    Accepts one of the following:
    class BetaWebSearchToolResultError: …
    error_code: BetaWebSearchToolResultErrorCode
    Accepts one of the following:
    "invalid_tool_input"
    "unavailable"
    "max_uses_exceeded"
    "too_many_requests"
    "query_too_long"
    type: Literal["web_search_tool_result_error"]
    Accepts one of the following:
    "web_search_tool_result_error"
    UnionMember1 = List[BetaWebSearchResultBlock]
    encrypted_content: str
    page_age: Optional[str]
    title: str
    type: Literal["web_search_result"]
    Accepts one of the following:
    "web_search_result"
    url: str
    tool_use_id: str
    type: Literal["web_search_tool_result"]
    Accepts one of the following:
    "web_search_tool_result"
    class BetaWebFetchToolResultBlock: …
    content: Content
    Accepts one of the following:
    class BetaWebFetchToolResultErrorBlock: …
    error_code: BetaWebFetchToolResultErrorCode
    Accepts one of the following:
    "invalid_tool_input"
    "url_too_long"
    "url_not_allowed"
    "url_not_accessible"
    "unsupported_content_type"
    "too_many_requests"
    "max_uses_exceeded"
    "unavailable"
    type: Literal["web_fetch_tool_result_error"]
    Accepts one of the following:
    "web_fetch_tool_result_error"
    class BetaWebFetchBlock: …
    content: BetaDocumentBlock
    citations: Optional[BetaCitationConfig]

    Citation configuration for the document

    enabled: bool
    source: Source
    Accepts one of the following:
    class BetaBase64PDFSource: …
    data: str
    formatbyte
    media_type: Literal["application/pdf"]
    Accepts one of the following:
    "application/pdf"
    type: Literal["base64"]
    Accepts one of the following:
    "base64"
    class BetaPlainTextSource: …
    data: str
    media_type: Literal["text/plain"]
    Accepts one of the following:
    "text/plain"
    type: Literal["text"]
    Accepts one of the following:
    "text"
    title: Optional[str]

    The title of the document

    type: Literal["document"]
    Accepts one of the following:
    "document"
    retrieved_at: Optional[str]

    ISO 8601 timestamp when the content was retrieved

    type: Literal["web_fetch_result"]
    Accepts one of the following:
    "web_fetch_result"
    url: str

    Fetched content URL

    tool_use_id: str
    type: Literal["web_fetch_tool_result"]
    Accepts one of the following:
    "web_fetch_tool_result"
    class BetaCodeExecutionToolResultBlock: …
    content: BetaCodeExecutionToolResultBlockContent
    Accepts one of the following:
    class BetaCodeExecutionToolResultError: …
    error_code: BetaCodeExecutionToolResultErrorCode
    Accepts one of the following:
    "invalid_tool_input"
    "unavailable"
    "too_many_requests"
    "execution_time_exceeded"
    type: Literal["code_execution_tool_result_error"]
    Accepts one of the following:
    "code_execution_tool_result_error"
    class BetaCodeExecutionResultBlock: …
    content: List[BetaCodeExecutionOutputBlock]
    file_id: str
    type: Literal["code_execution_output"]
    Accepts one of the following:
    "code_execution_output"
    return_code: int
    stderr: str
    stdout: str
    type: Literal["code_execution_result"]
    Accepts one of the following:
    "code_execution_result"
    tool_use_id: str
    type: Literal["code_execution_tool_result"]
    Accepts one of the following:
    "code_execution_tool_result"
    class BetaBashCodeExecutionToolResultBlock: …
    content: Content
    Accepts one of the following:
    class BetaBashCodeExecutionToolResultError: …
    error_code: Literal["invalid_tool_input", "unavailable", "too_many_requests", 2 more]
    Accepts one of the following:
    "invalid_tool_input"
    "unavailable"
    "too_many_requests"
    "execution_time_exceeded"
    "output_file_too_large"
    type: Literal["bash_code_execution_tool_result_error"]
    Accepts one of the following:
    "bash_code_execution_tool_result_error"
    class BetaBashCodeExecutionResultBlock: …
    content: List[BetaBashCodeExecutionOutputBlock]
    file_id: str
    type: Literal["bash_code_execution_output"]
    Accepts one of the following:
    "bash_code_execution_output"
    return_code: int
    stderr: str
    stdout: str
    type: Literal["bash_code_execution_result"]
    Accepts one of the following:
    "bash_code_execution_result"
    tool_use_id: str
    type: Literal["bash_code_execution_tool_result"]
    Accepts one of the following:
    "bash_code_execution_tool_result"
    class BetaTextEditorCodeExecutionToolResultBlock: …
    content: Content
    Accepts one of the following:
    class BetaTextEditorCodeExecutionToolResultError: …
    error_code: Literal["invalid_tool_input", "unavailable", "too_many_requests", 2 more]
    Accepts one of the following:
    "invalid_tool_input"
    "unavailable"
    "too_many_requests"
    "execution_time_exceeded"
    "file_not_found"
    error_message: Optional[str]
    type: Literal["text_editor_code_execution_tool_result_error"]
    Accepts one of the following:
    "text_editor_code_execution_tool_result_error"
    class BetaTextEditorCodeExecutionViewResultBlock: …
    content: str
    file_type: Literal["text", "image", "pdf"]
    Accepts one of the following:
    "text"
    "image"
    "pdf"
    num_lines: Optional[int]
    start_line: Optional[int]
    total_lines: Optional[int]
    type: Literal["text_editor_code_execution_view_result"]
    Accepts one of the following:
    "text_editor_code_execution_view_result"
    class BetaTextEditorCodeExecutionCreateResultBlock: …
    is_file_update: bool
    type: Literal["text_editor_code_execution_create_result"]
    Accepts one of the following:
    "text_editor_code_execution_create_result"
    class BetaTextEditorCodeExecutionStrReplaceResultBlock: …
    lines: Optional[List[str]]
    new_lines: Optional[int]
    new_start: Optional[int]
    old_lines: Optional[int]
    old_start: Optional[int]
    type: Literal["text_editor_code_execution_str_replace_result"]
    Accepts one of the following:
    "text_editor_code_execution_str_replace_result"
    tool_use_id: str
    type: Literal["text_editor_code_execution_tool_result"]
    Accepts one of the following:
    "text_editor_code_execution_tool_result"
    class BetaMCPToolUseBlock: …
    id: str
    input: Dict[str, object]
    name: str

    The name of the MCP tool

    server_name: str

    The name of the MCP server

    type: Literal["mcp_tool_use"]
    Accepts one of the following:
    "mcp_tool_use"
    class BetaMCPToolResultBlock: …
    content: Union[str, List[BetaTextBlock]]
    Accepts one of the following:
    ContentUnionMember0 = str
    ContentBetaMCPToolResultBlockContent = List[BetaTextBlock]
    citations: Optional[List[BetaTextCitation]]

    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.

    Accepts one of the following:
    class BetaCitationCharLocation: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    end_char_index: int
    file_id: Optional[str]
    start_char_index: int
    minimum0
    type: Literal["char_location"]
    Accepts one of the following:
    "char_location"
    class BetaCitationPageLocation: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    end_page_number: int
    file_id: Optional[str]
    start_page_number: int
    minimum1
    type: Literal["page_location"]
    Accepts one of the following:
    "page_location"
    class BetaCitationContentBlockLocation: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    end_block_index: int
    file_id: Optional[str]
    start_block_index: int
    minimum0
    type: Literal["content_block_location"]
    Accepts one of the following:
    "content_block_location"
    class BetaCitationsWebSearchResultLocation: …
    cited_text: str
    encrypted_index: str
    title: Optional[str]
    maxLength512
    type: Literal["web_search_result_location"]
    Accepts one of the following:
    "web_search_result_location"
    url: str
    class BetaCitationSearchResultLocation: …
    cited_text: str
    end_block_index: int
    search_result_index: int
    minimum0
    source: str
    start_block_index: int
    minimum0
    title: Optional[str]
    type: Literal["search_result_location"]
    Accepts one of the following:
    "search_result_location"
    text: str
    maxLength5000000
    minLength0
    type: Literal["text"]
    Accepts one of the following:
    "text"
    is_error: bool
    tool_use_id: str
    type: Literal["mcp_tool_result"]
    Accepts one of the following:
    "mcp_tool_result"
    class BetaContainerUploadBlock: …

    Response model for a file uploaded to the container.

    file_id: str
    type: Literal["container_upload"]
    Accepts one of the following:
    "container_upload"
    context_management: Optional[BetaContextManagementResponse]

    Context management response.

    Information about context management strategies applied during the request.

    applied_edits: List[AppliedEdit]

    List of context management edits that were applied.

    Accepts one of the following:
    class BetaClearToolUses20250919EditResponse: …
    cleared_input_tokens: int

    Number of input tokens cleared by this edit.

    minimum0
    cleared_tool_uses: int

    Number of tool uses that were cleared.

    minimum0
    type: Literal["clear_tool_uses_20250919"]

    The type of context management edit applied.

    Accepts one of the following:
    "clear_tool_uses_20250919"
    class BetaClearThinking20251015EditResponse: …
    cleared_input_tokens: int

    Number of input tokens cleared by this edit.

    minimum0
    cleared_thinking_turns: int

    Number of thinking turns that were cleared.

    minimum0
    type: Literal["clear_thinking_20251015"]

    The type of context management edit applied.

    Accepts one of the following:
    "clear_thinking_20251015"
    model: Model

    The model that will complete your prompt.

    See models for additional details and options.

    Accepts one of the following:
    UnionMember0 = Literal["claude-3-7-sonnet-latest", "claude-3-7-sonnet-20250219", "claude-3-5-haiku-latest", 15 more]

    The model that will complete your prompt.

    See models for additional details and options.

    • claude-3-7-sonnet-latest - Deprecated: Will reach end-of-life on February 19th, 2026. Please migrate to a newer model. Visit https://docs.anthropic.com/en/docs/resources/model-deprecations for more information.
    • claude-3-7-sonnet-20250219 - Deprecated: Will reach end-of-life on February 19th, 2026. Please migrate to a newer model. Visit https://docs.anthropic.com/en/docs/resources/model-deprecations for more information.
    • claude-3-5-haiku-latest - Fastest and most compact model for near-instant responsiveness
    • claude-3-5-haiku-20241022 - Our fastest model
    • claude-haiku-4-5 - Hybrid model, capable of near-instant responses and extended thinking
    • claude-haiku-4-5-20251001 - Hybrid model, capable of near-instant responses and extended thinking
    • claude-sonnet-4-20250514 - High-performance model with extended thinking
    • claude-sonnet-4-0 - High-performance model with extended thinking
    • claude-4-sonnet-20250514 - High-performance model with extended thinking
    • claude-sonnet-4-5 - Our best model for real-world agents and coding
    • claude-sonnet-4-5-20250929 - Our best model for real-world agents and coding
    • claude-opus-4-0 - Our most capable model
    • claude-opus-4-20250514 - Our most capable model
    • claude-4-opus-20250514 - Our most capable model
    • claude-opus-4-1-20250805 - Our most capable model
    • claude-3-opus-latest - Deprecated: Will reach end-of-life on January 5th, 2026. Please migrate to a newer model. Visit https://docs.anthropic.com/en/docs/resources/model-deprecations for more information.
    • claude-3-opus-20240229 - Deprecated: Will reach end-of-life on January 5th, 2026. Please migrate to a newer model. Visit https://docs.anthropic.com/en/docs/resources/model-deprecations for more information.
    • claude-3-haiku-20240307 - Our previous most fast and cost-effective
    Accepts one of the following:
    "claude-3-7-sonnet-latest"

    High-performance model with early extended thinking

    "claude-3-7-sonnet-20250219"

    High-performance model with early extended thinking

    "claude-3-5-haiku-latest"

    Fastest and most compact model for near-instant responsiveness

    "claude-3-5-haiku-20241022"

    Our fastest model

    "claude-haiku-4-5"

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

    "claude-haiku-4-5-20251001"

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

    "claude-sonnet-4-20250514"

    High-performance model with extended thinking

    "claude-sonnet-4-0"

    High-performance model with extended thinking

    "claude-4-sonnet-20250514"

    High-performance model with extended thinking

    "claude-sonnet-4-5"

    Our best model for real-world agents and coding

    "claude-sonnet-4-5-20250929"

    Our best model for real-world agents and coding

    "claude-opus-4-0"

    Our most capable model

    "claude-opus-4-20250514"

    Our most capable model

    "claude-4-opus-20250514"

    Our most capable model

    "claude-opus-4-1-20250805"

    Our most capable model

    "claude-3-opus-latest"

    Excels at writing and complex tasks

    "claude-3-opus-20240229"

    Excels at writing and complex tasks

    "claude-3-haiku-20240307"

    Our previous most fast and cost-effective

    UnionMember1 = str
    role: Literal["assistant"]

    Conversational role of the generated message.

    This will always be "assistant".

    Accepts one of the following:
    "assistant"
    stop_reason: Optional[BetaStopReason]

    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

    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.

    Accepts one of the following:
    "end_turn"
    "max_tokens"
    "stop_sequence"
    "tool_use"
    "pause_turn"
    "refusal"
    "model_context_window_exceeded"
    stop_sequence: Optional[str]

    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.

    type: Literal["message"]

    Object type.

    For Messages, this is always "message".

    Accepts one of the following:
    "message"
    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: Optional[BetaCacheCreation]

    Breakdown of cached tokens by TTL

    ephemeral_1h_input_tokens: int

    The number of input tokens used to create the 1 hour cache entry.

    minimum0
    ephemeral_5m_input_tokens: int

    The number of input tokens used to create the 5 minute cache entry.

    minimum0
    cache_creation_input_tokens: Optional[int]

    The number of input tokens used to create the cache entry.

    minimum0
    cache_read_input_tokens: Optional[int]

    The number of input tokens read from the cache.

    minimum0
    input_tokens: int

    The number of input tokens which were used.

    minimum0
    output_tokens: int

    The number of output tokens which were used.

    minimum0
    server_tool_use: Optional[BetaServerToolUsage]

    The number of server tool requests.

    web_fetch_requests: int

    The number of web fetch tool requests.

    minimum0
    web_search_requests: int

    The number of web search tool requests.

    minimum0
    service_tier: Optional[Literal["standard", "priority", "batch"]]

    If the request used the priority, standard, or batch tier.

    Accepts one of the following:
    "standard"
    "priority"
    "batch"
    type: Literal["succeeded"]
    Accepts one of the following:
    "succeeded"
    class BetaMessageBatchErroredResult: …
    error: BetaErrorResponse
    error: BetaError
    Accepts one of the following:
    class BetaInvalidRequestError: …
    message: str
    type: Literal["invalid_request_error"]
    Accepts one of the following:
    "invalid_request_error"
    class BetaAuthenticationError: …
    message: str
    type: Literal["authentication_error"]
    Accepts one of the following:
    "authentication_error"
    class BetaBillingError: …
    message: str
    type: Literal["billing_error"]
    Accepts one of the following:
    "billing_error"
    class BetaPermissionError: …
    message: str
    type: Literal["permission_error"]
    Accepts one of the following:
    "permission_error"
    class BetaNotFoundError: …
    message: str
    type: Literal["not_found_error"]
    Accepts one of the following:
    "not_found_error"
    class BetaRateLimitError: …
    message: str
    type: Literal["rate_limit_error"]
    Accepts one of the following:
    "rate_limit_error"
    class BetaGatewayTimeoutError: …
    message: str
    type: Literal["timeout_error"]
    Accepts one of the following:
    "timeout_error"
    class BetaAPIError: …
    message: str
    type: Literal["api_error"]
    Accepts one of the following:
    "api_error"
    class BetaOverloadedError: …
    message: str
    type: Literal["overloaded_error"]
    Accepts one of the following:
    "overloaded_error"
    request_id: Optional[str]
    type: Literal["error"]
    Accepts one of the following:
    "error"
    type: Literal["errored"]
    Accepts one of the following:
    "errored"
    class BetaMessageBatchCanceledResult: …
    type: Literal["canceled"]
    Accepts one of the following:
    "canceled"
    class BetaMessageBatchExpiredResult: …
    type: Literal["expired"]
    Accepts one of the following:
    "expired"
    class BetaMessageBatchRequestCounts: …
    canceled: int

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

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

    errored: int

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

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

    expired: int

    Number of requests in the Message Batch that have expired.

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

    processing: int

    Number of requests in the Message Batch that are processing.

    succeeded: int

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

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

    BetaMessageBatchResult = 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.

    Accepts one of the following:
    class BetaMessageBatchSucceededResult: …
    message: BetaMessage
    id: str

    Unique object identifier.

    The format and length of IDs may change over time.

    container: Optional[BetaContainer]

    Information about the container used in the request (for the code execution tool)

    id: str

    Identifier for the container used in this request

    expires_at: datetime

    The time at which the container will expire.

    formatdate-time
    skills: Optional[List[BetaSkill]]

    Skills loaded in the container

    skill_id: str

    Skill ID

    maxLength64
    minLength1
    type: Literal["anthropic", "custom"]

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

    Accepts one of the following:
    "anthropic"
    "custom"
    version: str

    Skill version or 'latest' for most recent version

    maxLength64
    minLength1
    content: List[BetaContentBlock]

    Content generated by the model.

    This is an array of content blocks, each of which has a type that determines its shape.

    Example:

    [{"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:

    [
      {"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:

    [{"type": "text", "text": "B)"}]
    
    Accepts one of the following:
    class BetaTextBlock: …
    citations: Optional[List[BetaTextCitation]]

    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.

    Accepts one of the following:
    class BetaCitationCharLocation: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    end_char_index: int
    file_id: Optional[str]
    start_char_index: int
    minimum0
    type: Literal["char_location"]
    Accepts one of the following:
    "char_location"
    class BetaCitationPageLocation: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    end_page_number: int
    file_id: Optional[str]
    start_page_number: int
    minimum1
    type: Literal["page_location"]
    Accepts one of the following:
    "page_location"
    class BetaCitationContentBlockLocation: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    end_block_index: int
    file_id: Optional[str]
    start_block_index: int
    minimum0
    type: Literal["content_block_location"]
    Accepts one of the following:
    "content_block_location"
    class BetaCitationsWebSearchResultLocation: …
    cited_text: str
    encrypted_index: str
    title: Optional[str]
    maxLength512
    type: Literal["web_search_result_location"]
    Accepts one of the following:
    "web_search_result_location"
    url: str
    class BetaCitationSearchResultLocation: …
    cited_text: str
    end_block_index: int
    search_result_index: int
    minimum0
    source: str
    start_block_index: int
    minimum0
    title: Optional[str]
    type: Literal["search_result_location"]
    Accepts one of the following:
    "search_result_location"
    text: str
    maxLength5000000
    minLength0
    type: Literal["text"]
    Accepts one of the following:
    "text"
    class BetaThinkingBlock: …
    signature: str
    thinking: str
    type: Literal["thinking"]
    Accepts one of the following:
    "thinking"
    class BetaRedactedThinkingBlock: …
    data: str
    type: Literal["redacted_thinking"]
    Accepts one of the following:
    "redacted_thinking"
    class BetaToolUseBlock: …
    id: str
    input: Dict[str, object]
    name: str
    minLength1
    type: Literal["tool_use"]
    Accepts one of the following:
    "tool_use"
    class BetaServerToolUseBlock: …
    id: str
    input: Dict[str, object]
    name: Literal["web_search", "web_fetch", "code_execution", 2 more]
    Accepts one of the following:
    "web_search"
    "web_fetch"
    "code_execution"
    "bash_code_execution"
    "text_editor_code_execution"
    type: Literal["server_tool_use"]
    Accepts one of the following:
    "server_tool_use"
    class BetaWebSearchToolResultBlock: …
    content: BetaWebSearchToolResultBlockContent
    Accepts one of the following:
    class BetaWebSearchToolResultError: …
    error_code: BetaWebSearchToolResultErrorCode
    Accepts one of the following:
    "invalid_tool_input"
    "unavailable"
    "max_uses_exceeded"
    "too_many_requests"
    "query_too_long"
    type: Literal["web_search_tool_result_error"]
    Accepts one of the following:
    "web_search_tool_result_error"
    UnionMember1 = List[BetaWebSearchResultBlock]
    encrypted_content: str
    page_age: Optional[str]
    title: str
    type: Literal["web_search_result"]
    Accepts one of the following:
    "web_search_result"
    url: str
    tool_use_id: str
    type: Literal["web_search_tool_result"]
    Accepts one of the following:
    "web_search_tool_result"
    class BetaWebFetchToolResultBlock: …
    content: Content
    Accepts one of the following:
    class BetaWebFetchToolResultErrorBlock: …
    error_code: BetaWebFetchToolResultErrorCode
    Accepts one of the following:
    "invalid_tool_input"
    "url_too_long"
    "url_not_allowed"
    "url_not_accessible"
    "unsupported_content_type"
    "too_many_requests"
    "max_uses_exceeded"
    "unavailable"
    type: Literal["web_fetch_tool_result_error"]
    Accepts one of the following:
    "web_fetch_tool_result_error"
    class BetaWebFetchBlock: …
    content: BetaDocumentBlock
    citations: Optional[BetaCitationConfig]

    Citation configuration for the document

    enabled: bool
    source: Source
    Accepts one of the following:
    class BetaBase64PDFSource: …
    data: str
    formatbyte
    media_type: Literal["application/pdf"]
    Accepts one of the following:
    "application/pdf"
    type: Literal["base64"]
    Accepts one of the following:
    "base64"
    class BetaPlainTextSource: …
    data: str
    media_type: Literal["text/plain"]
    Accepts one of the following:
    "text/plain"
    type: Literal["text"]
    Accepts one of the following:
    "text"
    title: Optional[str]

    The title of the document

    type: Literal["document"]
    Accepts one of the following:
    "document"
    retrieved_at: Optional[str]

    ISO 8601 timestamp when the content was retrieved

    type: Literal["web_fetch_result"]
    Accepts one of the following:
    "web_fetch_result"
    url: str

    Fetched content URL

    tool_use_id: str
    type: Literal["web_fetch_tool_result"]
    Accepts one of the following:
    "web_fetch_tool_result"
    class BetaCodeExecutionToolResultBlock: …
    content: BetaCodeExecutionToolResultBlockContent
    Accepts one of the following:
    class BetaCodeExecutionToolResultError: …
    error_code: BetaCodeExecutionToolResultErrorCode
    Accepts one of the following:
    "invalid_tool_input"
    "unavailable"
    "too_many_requests"
    "execution_time_exceeded"
    type: Literal["code_execution_tool_result_error"]
    Accepts one of the following:
    "code_execution_tool_result_error"
    class BetaCodeExecutionResultBlock: …
    content: List[BetaCodeExecutionOutputBlock]
    file_id: str
    type: Literal["code_execution_output"]
    Accepts one of the following:
    "code_execution_output"
    return_code: int
    stderr: str
    stdout: str
    type: Literal["code_execution_result"]
    Accepts one of the following:
    "code_execution_result"
    tool_use_id: str
    type: Literal["code_execution_tool_result"]
    Accepts one of the following:
    "code_execution_tool_result"
    class BetaBashCodeExecutionToolResultBlock: …
    content: Content
    Accepts one of the following:
    class BetaBashCodeExecutionToolResultError: …
    error_code: Literal["invalid_tool_input", "unavailable", "too_many_requests", 2 more]
    Accepts one of the following:
    "invalid_tool_input"
    "unavailable"
    "too_many_requests"
    "execution_time_exceeded"
    "output_file_too_large"
    type: Literal["bash_code_execution_tool_result_error"]
    Accepts one of the following:
    "bash_code_execution_tool_result_error"
    class BetaBashCodeExecutionResultBlock: …
    content: List[BetaBashCodeExecutionOutputBlock]
    file_id: str
    type: Literal["bash_code_execution_output"]
    Accepts one of the following:
    "bash_code_execution_output"
    return_code: int
    stderr: str
    stdout: str
    type: Literal["bash_code_execution_result"]
    Accepts one of the following:
    "bash_code_execution_result"
    tool_use_id: str
    type: Literal["bash_code_execution_tool_result"]
    Accepts one of the following:
    "bash_code_execution_tool_result"
    class BetaTextEditorCodeExecutionToolResultBlock: …
    content: Content
    Accepts one of the following:
    class BetaTextEditorCodeExecutionToolResultError: …
    error_code: Literal["invalid_tool_input", "unavailable", "too_many_requests", 2 more]
    Accepts one of the following:
    "invalid_tool_input"
    "unavailable"
    "too_many_requests"
    "execution_time_exceeded"
    "file_not_found"
    error_message: Optional[str]
    type: Literal["text_editor_code_execution_tool_result_error"]
    Accepts one of the following:
    "text_editor_code_execution_tool_result_error"
    class BetaTextEditorCodeExecutionViewResultBlock: …
    content: str
    file_type: Literal["text", "image", "pdf"]
    Accepts one of the following:
    "text"
    "image"
    "pdf"
    num_lines: Optional[int]
    start_line: Optional[int]
    total_lines: Optional[int]
    type: Literal["text_editor_code_execution_view_result"]
    Accepts one of the following:
    "text_editor_code_execution_view_result"
    class BetaTextEditorCodeExecutionCreateResultBlock: …
    is_file_update: bool
    type: Literal["text_editor_code_execution_create_result"]
    Accepts one of the following:
    "text_editor_code_execution_create_result"
    class BetaTextEditorCodeExecutionStrReplaceResultBlock: …
    lines: Optional[List[str]]
    new_lines: Optional[int]
    new_start: Optional[int]
    old_lines: Optional[int]
    old_start: Optional[int]
    type: Literal["text_editor_code_execution_str_replace_result"]
    Accepts one of the following:
    "text_editor_code_execution_str_replace_result"
    tool_use_id: str
    type: Literal["text_editor_code_execution_tool_result"]
    Accepts one of the following:
    "text_editor_code_execution_tool_result"
    class BetaMCPToolUseBlock: …
    id: str
    input: Dict[str, object]
    name: str

    The name of the MCP tool

    server_name: str

    The name of the MCP server

    type: Literal["mcp_tool_use"]
    Accepts one of the following:
    "mcp_tool_use"
    class BetaMCPToolResultBlock: …
    content: Union[str, List[BetaTextBlock]]
    Accepts one of the following:
    ContentUnionMember0 = str
    ContentBetaMCPToolResultBlockContent = List[BetaTextBlock]
    citations: Optional[List[BetaTextCitation]]

    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.

    Accepts one of the following:
    class BetaCitationCharLocation: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    end_char_index: int
    file_id: Optional[str]
    start_char_index: int
    minimum0
    type: Literal["char_location"]
    Accepts one of the following:
    "char_location"
    class BetaCitationPageLocation: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    end_page_number: int
    file_id: Optional[str]
    start_page_number: int
    minimum1
    type: Literal["page_location"]
    Accepts one of the following:
    "page_location"
    class BetaCitationContentBlockLocation: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    end_block_index: int
    file_id: Optional[str]
    start_block_index: int
    minimum0
    type: Literal["content_block_location"]
    Accepts one of the following:
    "content_block_location"
    class BetaCitationsWebSearchResultLocation: …
    cited_text: str
    encrypted_index: str
    title: Optional[str]
    maxLength512
    type: Literal["web_search_result_location"]
    Accepts one of the following:
    "web_search_result_location"
    url: str
    class BetaCitationSearchResultLocation: …
    cited_text: str
    end_block_index: int
    search_result_index: int
    minimum0
    source: str
    start_block_index: int
    minimum0
    title: Optional[str]
    type: Literal["search_result_location"]
    Accepts one of the following:
    "search_result_location"
    text: str
    maxLength5000000
    minLength0
    type: Literal["text"]
    Accepts one of the following:
    "text"
    is_error: bool
    tool_use_id: str
    type: Literal["mcp_tool_result"]
    Accepts one of the following:
    "mcp_tool_result"
    class BetaContainerUploadBlock: …

    Response model for a file uploaded to the container.

    file_id: str
    type: Literal["container_upload"]
    Accepts one of the following:
    "container_upload"
    context_management: Optional[BetaContextManagementResponse]

    Context management response.

    Information about context management strategies applied during the request.

    applied_edits: List[AppliedEdit]

    List of context management edits that were applied.

    Accepts one of the following:
    class BetaClearToolUses20250919EditResponse: …
    cleared_input_tokens: int

    Number of input tokens cleared by this edit.

    minimum0
    cleared_tool_uses: int

    Number of tool uses that were cleared.

    minimum0
    type: Literal["clear_tool_uses_20250919"]

    The type of context management edit applied.

    Accepts one of the following:
    "clear_tool_uses_20250919"
    class BetaClearThinking20251015EditResponse: …
    cleared_input_tokens: int

    Number of input tokens cleared by this edit.

    minimum0
    cleared_thinking_turns: int

    Number of thinking turns that were cleared.

    minimum0
    type: Literal["clear_thinking_20251015"]

    The type of context management edit applied.

    Accepts one of the following:
    "clear_thinking_20251015"
    model: Model

    The model that will complete your prompt.

    See models for additional details and options.

    Accepts one of the following:
    UnionMember0 = Literal["claude-3-7-sonnet-latest", "claude-3-7-sonnet-20250219", "claude-3-5-haiku-latest", 15 more]

    The model that will complete your prompt.

    See models for additional details and options.

    • claude-3-7-sonnet-latest - Deprecated: Will reach end-of-life on February 19th, 2026. Please migrate to a newer model. Visit https://docs.anthropic.com/en/docs/resources/model-deprecations for more information.
    • claude-3-7-sonnet-20250219 - Deprecated: Will reach end-of-life on February 19th, 2026. Please migrate to a newer model. Visit https://docs.anthropic.com/en/docs/resources/model-deprecations for more information.
    • claude-3-5-haiku-latest - Fastest and most compact model for near-instant responsiveness
    • claude-3-5-haiku-20241022 - Our fastest model
    • claude-haiku-4-5 - Hybrid model, capable of near-instant responses and extended thinking
    • claude-haiku-4-5-20251001 - Hybrid model, capable of near-instant responses and extended thinking
    • claude-sonnet-4-20250514 - High-performance model with extended thinking
    • claude-sonnet-4-0 - High-performance model with extended thinking
    • claude-4-sonnet-20250514 - High-performance model with extended thinking
    • claude-sonnet-4-5 - Our best model for real-world agents and coding
    • claude-sonnet-4-5-20250929 - Our best model for real-world agents and coding
    • claude-opus-4-0 - Our most capable model
    • claude-opus-4-20250514 - Our most capable model
    • claude-4-opus-20250514 - Our most capable model
    • claude-opus-4-1-20250805 - Our most capable model
    • claude-3-opus-latest - Deprecated: Will reach end-of-life on January 5th, 2026. Please migrate to a newer model. Visit https://docs.anthropic.com/en/docs/resources/model-deprecations for more information.
    • claude-3-opus-20240229 - Deprecated: Will reach end-of-life on January 5th, 2026. Please migrate to a newer model. Visit https://docs.anthropic.com/en/docs/resources/model-deprecations for more information.
    • claude-3-haiku-20240307 - Our previous most fast and cost-effective
    Accepts one of the following:
    "claude-3-7-sonnet-latest"

    High-performance model with early extended thinking

    "claude-3-7-sonnet-20250219"

    High-performance model with early extended thinking

    "claude-3-5-haiku-latest"

    Fastest and most compact model for near-instant responsiveness

    "claude-3-5-haiku-20241022"

    Our fastest model

    "claude-haiku-4-5"

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

    "claude-haiku-4-5-20251001"

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

    "claude-sonnet-4-20250514"

    High-performance model with extended thinking

    "claude-sonnet-4-0"

    High-performance model with extended thinking

    "claude-4-sonnet-20250514"

    High-performance model with extended thinking

    "claude-sonnet-4-5"

    Our best model for real-world agents and coding

    "claude-sonnet-4-5-20250929"

    Our best model for real-world agents and coding

    "claude-opus-4-0"

    Our most capable model

    "claude-opus-4-20250514"

    Our most capable model

    "claude-4-opus-20250514"

    Our most capable model

    "claude-opus-4-1-20250805"

    Our most capable model

    "claude-3-opus-latest"

    Excels at writing and complex tasks

    "claude-3-opus-20240229"

    Excels at writing and complex tasks

    "claude-3-haiku-20240307"

    Our previous most fast and cost-effective

    UnionMember1 = str
    role: Literal["assistant"]

    Conversational role of the generated message.

    This will always be "assistant".

    Accepts one of the following:
    "assistant"
    stop_reason: Optional[BetaStopReason]

    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

    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.

    Accepts one of the following:
    "end_turn"
    "max_tokens"
    "stop_sequence"
    "tool_use"
    "pause_turn"
    "refusal"
    "model_context_window_exceeded"
    stop_sequence: Optional[str]

    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.

    type: Literal["message"]

    Object type.

    For Messages, this is always "message".

    Accepts one of the following:
    "message"
    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: Optional[BetaCacheCreation]

    Breakdown of cached tokens by TTL

    ephemeral_1h_input_tokens: int

    The number of input tokens used to create the 1 hour cache entry.

    minimum0
    ephemeral_5m_input_tokens: int

    The number of input tokens used to create the 5 minute cache entry.

    minimum0
    cache_creation_input_tokens: Optional[int]

    The number of input tokens used to create the cache entry.

    minimum0
    cache_read_input_tokens: Optional[int]

    The number of input tokens read from the cache.

    minimum0
    input_tokens: int

    The number of input tokens which were used.

    minimum0
    output_tokens: int

    The number of output tokens which were used.

    minimum0
    server_tool_use: Optional[BetaServerToolUsage]

    The number of server tool requests.

    web_fetch_requests: int

    The number of web fetch tool requests.

    minimum0
    web_search_requests: int

    The number of web search tool requests.

    minimum0
    service_tier: Optional[Literal["standard", "priority", "batch"]]

    If the request used the priority, standard, or batch tier.

    Accepts one of the following:
    "standard"
    "priority"
    "batch"
    type: Literal["succeeded"]
    Accepts one of the following:
    "succeeded"
    class BetaMessageBatchErroredResult: …
    error: BetaErrorResponse
    error: BetaError
    Accepts one of the following:
    class BetaInvalidRequestError: …
    message: str
    type: Literal["invalid_request_error"]
    Accepts one of the following:
    "invalid_request_error"
    class BetaAuthenticationError: …
    message: str
    type: Literal["authentication_error"]
    Accepts one of the following:
    "authentication_error"
    class BetaBillingError: …
    message: str
    type: Literal["billing_error"]
    Accepts one of the following:
    "billing_error"
    class BetaPermissionError: …
    message: str
    type: Literal["permission_error"]
    Accepts one of the following:
    "permission_error"
    class BetaNotFoundError: …
    message: str
    type: Literal["not_found_error"]
    Accepts one of the following:
    "not_found_error"
    class BetaRateLimitError: …
    message: str
    type: Literal["rate_limit_error"]
    Accepts one of the following:
    "rate_limit_error"
    class BetaGatewayTimeoutError: …
    message: str
    type: Literal["timeout_error"]
    Accepts one of the following:
    "timeout_error"
    class BetaAPIError: …
    message: str
    type: Literal["api_error"]
    Accepts one of the following:
    "api_error"
    class BetaOverloadedError: …
    message: str
    type: Literal["overloaded_error"]
    Accepts one of the following:
    "overloaded_error"
    request_id: Optional[str]
    type: Literal["error"]
    Accepts one of the following:
    "error"
    type: Literal["errored"]
    Accepts one of the following:
    "errored"
    class BetaMessageBatchCanceledResult: …
    type: Literal["canceled"]
    Accepts one of the following:
    "canceled"
    class BetaMessageBatchExpiredResult: …
    type: Literal["expired"]
    Accepts one of the following:
    "expired"
    class BetaMessageBatchSucceededResult: …
    message: BetaMessage
    id: str

    Unique object identifier.

    The format and length of IDs may change over time.

    container: Optional[BetaContainer]

    Information about the container used in the request (for the code execution tool)

    id: str

    Identifier for the container used in this request

    expires_at: datetime

    The time at which the container will expire.

    formatdate-time
    skills: Optional[List[BetaSkill]]

    Skills loaded in the container

    skill_id: str

    Skill ID

    maxLength64
    minLength1
    type: Literal["anthropic", "custom"]

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

    Accepts one of the following:
    "anthropic"
    "custom"
    version: str

    Skill version or 'latest' for most recent version

    maxLength64
    minLength1
    content: List[BetaContentBlock]

    Content generated by the model.

    This is an array of content blocks, each of which has a type that determines its shape.

    Example:

    [{"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:

    [
      {"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:

    [{"type": "text", "text": "B)"}]
    
    Accepts one of the following:
    class BetaTextBlock: …
    citations: Optional[List[BetaTextCitation]]

    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.

    Accepts one of the following:
    class BetaCitationCharLocation: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    end_char_index: int
    file_id: Optional[str]
    start_char_index: int
    minimum0
    type: Literal["char_location"]
    Accepts one of the following:
    "char_location"
    class BetaCitationPageLocation: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    end_page_number: int
    file_id: Optional[str]
    start_page_number: int
    minimum1
    type: Literal["page_location"]
    Accepts one of the following:
    "page_location"
    class BetaCitationContentBlockLocation: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    end_block_index: int
    file_id: Optional[str]
    start_block_index: int
    minimum0
    type: Literal["content_block_location"]
    Accepts one of the following:
    "content_block_location"
    class BetaCitationsWebSearchResultLocation: …
    cited_text: str
    encrypted_index: str
    title: Optional[str]
    maxLength512
    type: Literal["web_search_result_location"]
    Accepts one of the following:
    "web_search_result_location"
    url: str
    class BetaCitationSearchResultLocation: …
    cited_text: str
    end_block_index: int
    search_result_index: int
    minimum0
    source: str
    start_block_index: int
    minimum0
    title: Optional[str]
    type: Literal["search_result_location"]
    Accepts one of the following:
    "search_result_location"
    text: str
    maxLength5000000
    minLength0
    type: Literal["text"]
    Accepts one of the following:
    "text"
    class BetaThinkingBlock: …
    signature: str
    thinking: str
    type: Literal["thinking"]
    Accepts one of the following:
    "thinking"
    class BetaRedactedThinkingBlock: …
    data: str
    type: Literal["redacted_thinking"]
    Accepts one of the following:
    "redacted_thinking"
    class BetaToolUseBlock: …
    id: str
    input: Dict[str, object]
    name: str
    minLength1
    type: Literal["tool_use"]
    Accepts one of the following:
    "tool_use"
    class BetaServerToolUseBlock: …
    id: str
    input: Dict[str, object]
    name: Literal["web_search", "web_fetch", "code_execution", 2 more]
    Accepts one of the following:
    "web_search"
    "web_fetch"
    "code_execution"
    "bash_code_execution"
    "text_editor_code_execution"
    type: Literal["server_tool_use"]
    Accepts one of the following:
    "server_tool_use"
    class BetaWebSearchToolResultBlock: …
    content: BetaWebSearchToolResultBlockContent
    Accepts one of the following:
    class BetaWebSearchToolResultError: …
    error_code: BetaWebSearchToolResultErrorCode
    Accepts one of the following:
    "invalid_tool_input"
    "unavailable"
    "max_uses_exceeded"
    "too_many_requests"
    "query_too_long"
    type: Literal["web_search_tool_result_error"]
    Accepts one of the following:
    "web_search_tool_result_error"
    UnionMember1 = List[BetaWebSearchResultBlock]
    encrypted_content: str
    page_age: Optional[str]
    title: str
    type: Literal["web_search_result"]
    Accepts one of the following:
    "web_search_result"
    url: str
    tool_use_id: str
    type: Literal["web_search_tool_result"]
    Accepts one of the following:
    "web_search_tool_result"
    class BetaWebFetchToolResultBlock: …
    content: Content
    Accepts one of the following:
    class BetaWebFetchToolResultErrorBlock: …
    error_code: BetaWebFetchToolResultErrorCode
    Accepts one of the following:
    "invalid_tool_input"
    "url_too_long"
    "url_not_allowed"
    "url_not_accessible"
    "unsupported_content_type"
    "too_many_requests"
    "max_uses_exceeded"
    "unavailable"
    type: Literal["web_fetch_tool_result_error"]
    Accepts one of the following:
    "web_fetch_tool_result_error"
    class BetaWebFetchBlock: …
    content: BetaDocumentBlock
    citations: Optional[BetaCitationConfig]

    Citation configuration for the document

    enabled: bool
    source: Source
    Accepts one of the following:
    class BetaBase64PDFSource: …
    data: str
    formatbyte
    media_type: Literal["application/pdf"]
    Accepts one of the following:
    "application/pdf"
    type: Literal["base64"]
    Accepts one of the following:
    "base64"
    class BetaPlainTextSource: …
    data: str
    media_type: Literal["text/plain"]
    Accepts one of the following:
    "text/plain"
    type: Literal["text"]
    Accepts one of the following:
    "text"
    title: Optional[str]

    The title of the document

    type: Literal["document"]
    Accepts one of the following:
    "document"
    retrieved_at: Optional[str]

    ISO 8601 timestamp when the content was retrieved

    type: Literal["web_fetch_result"]
    Accepts one of the following:
    "web_fetch_result"
    url: str

    Fetched content URL

    tool_use_id: str
    type: Literal["web_fetch_tool_result"]
    Accepts one of the following:
    "web_fetch_tool_result"
    class BetaCodeExecutionToolResultBlock: …
    content: BetaCodeExecutionToolResultBlockContent
    Accepts one of the following:
    class BetaCodeExecutionToolResultError: …
    error_code: BetaCodeExecutionToolResultErrorCode
    Accepts one of the following:
    "invalid_tool_input"
    "unavailable"
    "too_many_requests"
    "execution_time_exceeded"
    type: Literal["code_execution_tool_result_error"]
    Accepts one of the following:
    "code_execution_tool_result_error"
    class BetaCodeExecutionResultBlock: …
    content: List[BetaCodeExecutionOutputBlock]
    file_id: str
    type: Literal["code_execution_output"]
    Accepts one of the following:
    "code_execution_output"
    return_code: int
    stderr: str
    stdout: str
    type: Literal["code_execution_result"]
    Accepts one of the following:
    "code_execution_result"
    tool_use_id: str
    type: Literal["code_execution_tool_result"]
    Accepts one of the following:
    "code_execution_tool_result"
    class BetaBashCodeExecutionToolResultBlock: …
    content: Content
    Accepts one of the following:
    class BetaBashCodeExecutionToolResultError: …
    error_code: Literal["invalid_tool_input", "unavailable", "too_many_requests", 2 more]
    Accepts one of the following:
    "invalid_tool_input"
    "unavailable"
    "too_many_requests"
    "execution_time_exceeded"
    "output_file_too_large"
    type: Literal["bash_code_execution_tool_result_error"]
    Accepts one of the following:
    "bash_code_execution_tool_result_error"
    class BetaBashCodeExecutionResultBlock: …
    content: List[BetaBashCodeExecutionOutputBlock]
    file_id: str
    type: Literal["bash_code_execution_output"]
    Accepts one of the following:
    "bash_code_execution_output"
    return_code: int
    stderr: str
    stdout: str
    type: Literal["bash_code_execution_result"]
    Accepts one of the following:
    "bash_code_execution_result"
    tool_use_id: str
    type: Literal["bash_code_execution_tool_result"]
    Accepts one of the following:
    "bash_code_execution_tool_result"
    class BetaTextEditorCodeExecutionToolResultBlock: …
    content: Content
    Accepts one of the following:
    class BetaTextEditorCodeExecutionToolResultError: …
    error_code: Literal["invalid_tool_input", "unavailable", "too_many_requests", 2 more]
    Accepts one of the following:
    "invalid_tool_input"
    "unavailable"
    "too_many_requests"
    "execution_time_exceeded"
    "file_not_found"
    error_message: Optional[str]
    type: Literal["text_editor_code_execution_tool_result_error"]
    Accepts one of the following:
    "text_editor_code_execution_tool_result_error"
    class BetaTextEditorCodeExecutionViewResultBlock: …
    content: str
    file_type: Literal["text", "image", "pdf"]
    Accepts one of the following:
    "text"
    "image"
    "pdf"
    num_lines: Optional[int]
    start_line: Optional[int]
    total_lines: Optional[int]
    type: Literal["text_editor_code_execution_view_result"]
    Accepts one of the following:
    "text_editor_code_execution_view_result"
    class BetaTextEditorCodeExecutionCreateResultBlock: …
    is_file_update: bool
    type: Literal["text_editor_code_execution_create_result"]
    Accepts one of the following:
    "text_editor_code_execution_create_result"
    class BetaTextEditorCodeExecutionStrReplaceResultBlock: …
    lines: Optional[List[str]]
    new_lines: Optional[int]
    new_start: Optional[int]
    old_lines: Optional[int]
    old_start: Optional[int]
    type: Literal["text_editor_code_execution_str_replace_result"]
    Accepts one of the following:
    "text_editor_code_execution_str_replace_result"
    tool_use_id: str
    type: Literal["text_editor_code_execution_tool_result"]
    Accepts one of the following:
    "text_editor_code_execution_tool_result"
    class BetaMCPToolUseBlock: …
    id: str
    input: Dict[str, object]
    name: str

    The name of the MCP tool

    server_name: str

    The name of the MCP server

    type: Literal["mcp_tool_use"]
    Accepts one of the following:
    "mcp_tool_use"
    class BetaMCPToolResultBlock: …
    content: Union[str, List[BetaTextBlock]]
    Accepts one of the following:
    ContentUnionMember0 = str
    ContentBetaMCPToolResultBlockContent = List[BetaTextBlock]
    citations: Optional[List[BetaTextCitation]]

    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.

    Accepts one of the following:
    class BetaCitationCharLocation: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    end_char_index: int
    file_id: Optional[str]
    start_char_index: int
    minimum0
    type: Literal["char_location"]
    Accepts one of the following:
    "char_location"
    class BetaCitationPageLocation: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    end_page_number: int
    file_id: Optional[str]
    start_page_number: int
    minimum1
    type: Literal["page_location"]
    Accepts one of the following:
    "page_location"
    class BetaCitationContentBlockLocation: …
    cited_text: str
    document_index: int
    minimum0
    document_title: Optional[str]
    end_block_index: int
    file_id: Optional[str]
    start_block_index: int
    minimum0
    type: Literal["content_block_location"]
    Accepts one of the following:
    "content_block_location"
    class BetaCitationsWebSearchResultLocation: …
    cited_text: str
    encrypted_index: str
    title: Optional[str]
    maxLength512
    type: Literal["web_search_result_location"]
    Accepts one of the following:
    "web_search_result_location"
    url: str
    class BetaCitationSearchResultLocation: …
    cited_text: str
    end_block_index: int
    search_result_index: int
    minimum0
    source: str
    start_block_index: int
    minimum0
    title: Optional[str]
    type: Literal["search_result_location"]
    Accepts one of the following:
    "search_result_location"
    text: str
    maxLength5000000
    minLength0
    type: Literal["text"]
    Accepts one of the following:
    "text"
    is_error: bool
    tool_use_id: str
    type: Literal["mcp_tool_result"]
    Accepts one of the following:
    "mcp_tool_result"
    class BetaContainerUploadBlock: …

    Response model for a file uploaded to the container.

    file_id: str
    type: Literal["container_upload"]
    Accepts one of the following:
    "container_upload"
    context_management: Optional[BetaContextManagementResponse]

    Context management response.

    Information about context management strategies applied during the request.

    applied_edits: List[AppliedEdit]

    List of context management edits that were applied.

    Accepts one of the following:
    class BetaClearToolUses20250919EditResponse: …
    cleared_input_tokens: int

    Number of input tokens cleared by this edit.

    minimum0
    cleared_tool_uses: int

    Number of tool uses that were cleared.

    minimum0
    type: Literal["clear_tool_uses_20250919"]

    The type of context management edit applied.

    Accepts one of the following:
    "clear_tool_uses_20250919"
    class BetaClearThinking20251015EditResponse: …
    cleared_input_tokens: int

    Number of input tokens cleared by this edit.

    minimum0
    cleared_thinking_turns: int

    Number of thinking turns that were cleared.

    minimum0
    type: Literal["clear_thinking_20251015"]

    The type of context management edit applied.

    Accepts one of the following:
    "clear_thinking_20251015"
    model: Model

    The model that will complete your prompt.

    See models for additional details and options.

    Accepts one of the following:
    UnionMember0 = Literal["claude-3-7-sonnet-latest", "claude-3-7-sonnet-20250219", "claude-3-5-haiku-latest", 15 more]

    The model that will complete your prompt.

    See models for additional details and options.

    • claude-3-7-sonnet-latest - Deprecated: Will reach end-of-life on February 19th, 2026. Please migrate to a newer model. Visit https://docs.anthropic.com/en/docs/resources/model-deprecations for more information.
    • claude-3-7-sonnet-20250219 - Deprecated: Will reach end-of-life on February 19th, 2026. Please migrate to a newer model. Visit https://docs.anthropic.com/en/docs/resources/model-deprecations for more information.
    • claude-3-5-haiku-latest - Fastest and most compact model for near-instant responsiveness
    • claude-3-5-haiku-20241022 - Our fastest model
    • claude-haiku-4-5 - Hybrid model, capable of near-instant responses and extended thinking
    • claude-haiku-4-5-20251001 - Hybrid model, capable of near-instant responses and extended thinking
    • claude-sonnet-4-20250514 - High-performance model with extended thinking
    • claude-sonnet-4-0 - High-performance model with extended thinking
    • claude-4-sonnet-20250514 - High-performance model with extended thinking
    • claude-sonnet-4-5 - Our best model for real-world agents and coding
    • claude-sonnet-4-5-20250929 - Our best model for real-world agents and coding
    • claude-opus-4-0 - Our most capable model
    • claude-opus-4-20250514 - Our most capable model
    • claude-4-opus-20250514 - Our most capable model
    • claude-opus-4-1-20250805 - Our most capable model
    • claude-3-opus-latest - Deprecated: Will reach end-of-life on January 5th, 2026. Please migrate to a newer model. Visit https://docs.anthropic.com/en/docs/resources/model-deprecations for more information.
    • claude-3-opus-20240229 - Deprecated: Will reach end-of-life on January 5th, 2026. Please migrate to a newer model. Visit https://docs.anthropic.com/en/docs/resources/model-deprecations for more information.
    • claude-3-haiku-20240307 - Our previous most fast and cost-effective
    Accepts one of the following:
    "claude-3-7-sonnet-latest"

    High-performance model with early extended thinking

    "claude-3-7-sonnet-20250219"

    High-performance model with early extended thinking

    "claude-3-5-haiku-latest"

    Fastest and most compact model for near-instant responsiveness

    "claude-3-5-haiku-20241022"

    Our fastest model

    "claude-haiku-4-5"

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

    "claude-haiku-4-5-20251001"

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

    "claude-sonnet-4-20250514"

    High-performance model with extended thinking

    "claude-sonnet-4-0"

    High-performance model with extended thinking

    "claude-4-sonnet-20250514"

    High-performance model with extended thinking

    "claude-sonnet-4-5"

    Our best model for real-world agents and coding

    "claude-sonnet-4-5-20250929"

    Our best model for real-world agents and coding

    "claude-opus-4-0"

    Our most capable model

    "claude-opus-4-20250514"

    Our most capable model

    "claude-4-opus-20250514"

    Our most capable model

    "claude-opus-4-1-20250805"

    Our most capable model

    "claude-3-opus-latest"

    Excels at writing and complex tasks

    "claude-3-opus-20240229"

    Excels at writing and complex tasks

    "claude-3-haiku-20240307"

    Our previous most fast and cost-effective

    UnionMember1 = str
    role: Literal["assistant"]

    Conversational role of the generated message.

    This will always be "assistant".

    Accepts one of the following:
    "assistant"
    stop_reason: Optional[BetaStopReason]

    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

    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.

    Accepts one of the following:
    "end_turn"
    "max_tokens"
    "stop_sequence"
    "tool_use"
    "pause_turn"
    "refusal"
    "model_context_window_exceeded"
    stop_sequence: Optional[str]

    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.

    type: Literal["message"]

    Object type.

    For Messages, this is always "message".

    Accepts one of the following:
    "message"
    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: Optional[BetaCacheCreation]

    Breakdown of cached tokens by TTL

    ephemeral_1h_input_tokens: int

    The number of input tokens used to create the 1 hour cache entry.

    minimum0
    ephemeral_5m_input_tokens: int

    The number of input tokens used to create the 5 minute cache entry.

    minimum0
    cache_creation_input_tokens: Optional[int]

    The number of input tokens used to create the cache entry.

    minimum0
    cache_read_input_tokens: Optional[int]

    The number of input tokens read from the cache.

    minimum0
    input_tokens: int

    The number of input tokens which were used.

    minimum0
    output_tokens: int

    The number of output tokens which were used.

    minimum0
    server_tool_use: Optional[BetaServerToolUsage]

    The number of server tool requests.

    web_fetch_requests: int

    The number of web fetch tool requests.

    minimum0
    web_search_requests: int

    The number of web search tool requests.

    minimum0
    service_tier: Optional[Literal["standard", "priority", "batch"]]

    If the request used the priority, standard, or batch tier.

    Accepts one of the following:
    "standard"
    "priority"
    "batch"
    type: Literal["succeeded"]
    Accepts one of the following:
    "succeeded"

    BetaModels

    List Models
    beta.models.list(ModelListParams**kwargs) -> SyncPage[BetaModelInfo]
    get/v1/models?beta=true
    Get a Model
    beta.models.retrieve(strmodel_id, ModelRetrieveParams**kwargs) -> BetaModelInfo
    get/v1/models/{model_id}?beta=true
    ModelsExpand Collapse
    class BetaModelInfo: …
    id: str

    Unique model identifier.

    created_at: datetime

    RFC 3339 datetime string representing the time at which the model was released. May be set to an epoch value if the release date is unknown.

    formatdate-time
    display_name: str

    A human-readable name for the model.

    type: Literal["model"]

    Object type.

    For Models, this is always "model".

    Accepts one of the following:
    "model"

    BetaSkills

    Create Skill
    beta.skills.create(SkillCreateParams**kwargs) -> SkillCreateResponse
    post/v1/skills?beta=true
    Delete Skill
    beta.skills.delete(strskill_id, SkillDeleteParams**kwargs) -> SkillDeleteResponse
    delete/v1/skills/{skill_id}?beta=true
    List Skills
    beta.skills.list(SkillListParams**kwargs) -> SyncPageCursor[SkillListResponse]
    get/v1/skills?beta=true
    Get Skill
    beta.skills.retrieve(strskill_id, SkillRetrieveParams**kwargs) -> SkillRetrieveResponse
    get/v1/skills/{skill_id}?beta=true

    BetaSkillsVersions

    Create Skill Version
    beta.skills.versions.create(strskill_id, VersionCreateParams**kwargs) -> VersionCreateResponse
    post/v1/skills/{skill_id}/versions?beta=true
    Delete Skill Version
    beta.skills.versions.delete(strversion, VersionDeleteParams**kwargs) -> VersionDeleteResponse
    delete/v1/skills/{skill_id}/versions/{version}?beta=true
    List Skill Versions
    beta.skills.versions.list(strskill_id, VersionListParams**kwargs) -> SyncPageCursor[VersionListResponse]
    get/v1/skills/{skill_id}/versions?beta=true
    Get Skill Version
    beta.skills.versions.retrieve(strversion, VersionRetrieveParams**kwargs) -> VersionRetrieveResponse
    get/v1/skills/{skill_id}/versions/{version}?beta=true
    © 2025 ANTHROPIC PBC

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    Products

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    • Claude Code
    • Max plan
    • Team plan
    • Enterprise plan
    • Download app
    • Pricing
    • Log in

    Features

    • Claude and Slack
    • Claude in Excel

    Models

    • Opus
    • Sonnet
    • Haiku

    Solutions

    • AI agents
    • Code modernization
    • Coding
    • Customer support
    • Education
    • Financial services
    • Government
    • Life sciences

    Claude Developer Platform

    • Overview
    • Developer docs
    • Pricing
    • Amazon Bedrock
    • Google Cloud’s Vertex AI
    • Console login

    Learn

    • Blog
    • Catalog
    • Courses
    • Use cases
    • Connectors
    • Customer stories
    • Engineering at Anthropic
    • Events
    • Powered by Claude
    • Service partners
    • Startups program

    Company

    • Anthropic
    • Careers
    • Economic Futures
    • Research
    • News
    • Responsible Scaling Policy
    • Security and compliance
    • Transparency

    Help and security

    • Availability
    • Status
    • Support center

    Terms and policies

    • Privacy policy
    • Responsible disclosure policy
    • Terms of service: Commercial
    • Terms of service: Consumer
    • Usage policy
    © 2025 ANTHROPIC PBC