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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
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    Get a Model
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    Models
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    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
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    Usage Report
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    Completions
    Create a Text Completion

    Support & configuration

    Rate limitsService tiersVersionsIP addressesSupported regionsOpenAI SDK compatibility
    Console
    Create a Message Batch
    messages.batches.create(BatchCreateParams**kwargs) -> MessageBatch
    post/v1/messages/batches

    Send a batch of Message creation requests.

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

    Learn more about the Message Batches API in our user guide

    ParametersExpand Collapse
    requests: Iterable[Request]

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

    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.

    maxLength64
    minLength1
    params: RequestParams

    Messages API creation parameters for the individual request.

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

    max_tokens: int

    The maximum number of tokens to generate before stopping.

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

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

    minimum1
    messages: Iterable[MessageParam]

    Input messages.

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

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

    If the final message uses the assistant role, the response content will continue immediately from the content in that message. This can be used to constrain part of the model's response.

    Example with a single user message:

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

    Example with multiple conversational turns:

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

    Example with a partially-filled response from Claude:

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

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

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

    See input examples.

    Note that if you want to include a system prompt, you can use the top-level system parameter — there is no "system" role for input messages in the Messages API.

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

    content: Union[str, List[Union[TextBlockParam, ImageBlockParam, DocumentBlockParam, 8 more]]]
    Accepts one of the following:
    ContentUnionMember0 = str
    ContentUnionMember1 = List[Union[TextBlockParam, ImageBlockParam, DocumentBlockParam, 8 more]]
    Accepts one of the following:
    class TextBlockParam: …
    text: str
    minLength1
    type: Literal["text"]
    Accepts one of the following:
    "text"
    cache_control: Optional[CacheControlEphemeral]

    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[TextCitationParam]]
    Accepts one of the following:
    class CitationCharLocationParam: …
    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 CitationPageLocationParam: …
    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 CitationContentBlockLocationParam: …
    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 CitationWebSearchResultLocationParam: …
    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 CitationSearchResultLocationParam: …
    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 ImageBlockParam: …
    source: Source
    Accepts one of the following:
    class Base64ImageSource: …
    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 URLImageSource: …
    type: Literal["url"]
    Accepts one of the following:
    "url"
    url: str
    type: Literal["image"]
    Accepts one of the following:
    "image"
    cache_control: Optional[CacheControlEphemeral]

    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 DocumentBlockParam: …
    source: Source
    Accepts one of the following:
    class Base64PDFSource: …
    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 PlainTextSource: …
    data: str
    media_type: Literal["text/plain"]
    Accepts one of the following:
    "text/plain"
    type: Literal["text"]
    Accepts one of the following:
    "text"
    class ContentBlockSource: …
    content: Union[str, List[ContentBlockSourceContent]]
    Accepts one of the following:
    ContentUnionMember0 = str
    ContentContentBlockSourceContent = List[ContentBlockSourceContent]
    Accepts one of the following:
    class TextBlockParam: …
    text: str
    minLength1
    type: Literal["text"]
    Accepts one of the following:
    "text"
    cache_control: Optional[CacheControlEphemeral]

    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[TextCitationParam]]
    Accepts one of the following:
    class CitationCharLocationParam: …
    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 CitationPageLocationParam: …
    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 CitationContentBlockLocationParam: …
    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 CitationWebSearchResultLocationParam: …
    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 CitationSearchResultLocationParam: …
    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 ImageBlockParam: …
    source: Source
    Accepts one of the following:
    class Base64ImageSource: …
    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 URLImageSource: …
    type: Literal["url"]
    Accepts one of the following:
    "url"
    url: str
    type: Literal["image"]
    Accepts one of the following:
    "image"
    cache_control: Optional[CacheControlEphemeral]

    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 URLPDFSource: …
    type: Literal["url"]
    Accepts one of the following:
    "url"
    url: str
    type: Literal["document"]
    Accepts one of the following:
    "document"
    cache_control: Optional[CacheControlEphemeral]

    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[CitationsConfigParam]
    enabled: Optional[bool]
    context: Optional[str]
    minLength1
    title: Optional[str]
    maxLength500
    minLength1
    class SearchResultBlockParam: …
    content: List[TextBlockParam]
    text: str
    minLength1
    type: Literal["text"]
    Accepts one of the following:
    "text"
    cache_control: Optional[CacheControlEphemeral]

    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[TextCitationParam]]
    Accepts one of the following:
    class CitationCharLocationParam: …
    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 CitationPageLocationParam: …
    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 CitationContentBlockLocationParam: …
    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 CitationWebSearchResultLocationParam: …
    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 CitationSearchResultLocationParam: …
    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[CacheControlEphemeral]

    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[CitationsConfigParam]
    enabled: Optional[bool]
    class ThinkingBlockParam: …
    signature: str
    thinking: str
    type: Literal["thinking"]
    Accepts one of the following:
    "thinking"
    class RedactedThinkingBlockParam: …
    data: str
    type: Literal["redacted_thinking"]
    Accepts one of the following:
    "redacted_thinking"
    class ToolUseBlockParam: …
    id: str
    input: Dict[str, object]
    name: str
    maxLength200
    minLength1
    type: Literal["tool_use"]
    Accepts one of the following:
    "tool_use"
    cache_control: Optional[CacheControlEphemeral]

    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 ToolResultBlockParam: …
    tool_use_id: str
    type: Literal["tool_result"]
    Accepts one of the following:
    "tool_result"
    cache_control: Optional[CacheControlEphemeral]

    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 TextBlockParam: …
    text: str
    minLength1
    type: Literal["text"]
    Accepts one of the following:
    "text"
    cache_control: Optional[CacheControlEphemeral]

    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[TextCitationParam]]
    Accepts one of the following:
    class CitationCharLocationParam: …
    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 CitationPageLocationParam: …
    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 CitationContentBlockLocationParam: …
    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 CitationWebSearchResultLocationParam: …
    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 CitationSearchResultLocationParam: …
    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 ImageBlockParam: …
    source: Source
    Accepts one of the following:
    class Base64ImageSource: …
    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 URLImageSource: …
    type: Literal["url"]
    Accepts one of the following:
    "url"
    url: str
    type: Literal["image"]
    Accepts one of the following:
    "image"
    cache_control: Optional[CacheControlEphemeral]

    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 SearchResultBlockParam: …
    content: List[TextBlockParam]
    text: str
    minLength1
    type: Literal["text"]
    Accepts one of the following:
    "text"
    cache_control: Optional[CacheControlEphemeral]

    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[TextCitationParam]]
    Accepts one of the following:
    class CitationCharLocationParam: …
    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 CitationPageLocationParam: …
    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 CitationContentBlockLocationParam: …
    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 CitationWebSearchResultLocationParam: …
    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 CitationSearchResultLocationParam: …
    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[CacheControlEphemeral]

    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[CitationsConfigParam]
    enabled: Optional[bool]
    class DocumentBlockParam: …
    source: Source
    Accepts one of the following:
    class Base64PDFSource: …
    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 PlainTextSource: …
    data: str
    media_type: Literal["text/plain"]
    Accepts one of the following:
    "text/plain"
    type: Literal["text"]
    Accepts one of the following:
    "text"
    class ContentBlockSource: …
    content: Union[str, List[ContentBlockSourceContent]]
    Accepts one of the following:
    ContentUnionMember0 = str
    ContentContentBlockSourceContent = List[ContentBlockSourceContent]
    Accepts one of the following:
    class TextBlockParam: …
    text: str
    minLength1
    type: Literal["text"]
    Accepts one of the following:
    "text"
    cache_control: Optional[CacheControlEphemeral]

    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[TextCitationParam]]
    Accepts one of the following:
    class CitationCharLocationParam: …
    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 CitationPageLocationParam: …
    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 CitationContentBlockLocationParam: …
    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 CitationWebSearchResultLocationParam: …
    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 CitationSearchResultLocationParam: …
    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 ImageBlockParam: …
    source: Source
    Accepts one of the following:
    class Base64ImageSource: …
    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 URLImageSource: …
    type: Literal["url"]
    Accepts one of the following:
    "url"
    url: str
    type: Literal["image"]
    Accepts one of the following:
    "image"
    cache_control: Optional[CacheControlEphemeral]

    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 URLPDFSource: …
    type: Literal["url"]
    Accepts one of the following:
    "url"
    url: str
    type: Literal["document"]
    Accepts one of the following:
    "document"
    cache_control: Optional[CacheControlEphemeral]

    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[CitationsConfigParam]
    enabled: Optional[bool]
    context: Optional[str]
    minLength1
    title: Optional[str]
    maxLength500
    minLength1
    is_error: Optional[bool]
    class ServerToolUseBlockParam: …
    id: str
    input: Dict[str, object]
    name: Literal["web_search"]
    Accepts one of the following:
    "web_search"
    type: Literal["server_tool_use"]
    Accepts one of the following:
    "server_tool_use"
    cache_control: Optional[CacheControlEphemeral]

    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 WebSearchToolResultBlockParam: …
    content: WebSearchToolResultBlockParamContent
    Accepts one of the following:
    WebSearchToolResultBlockItem = List[WebSearchResultBlockParam]
    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 WebSearchToolRequestError: …
    error_code: 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"
    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[CacheControlEphemeral]

    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"
    model: ModelParam

    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
    metadata: Optional[MetadataParam]

    An object describing metadata about the request.

    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
    service_tier: Optional[Literal["auto", "standard_only"]]

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

    Anthropic offers different levels of service for your API requests. See service-tiers for details.

    Accepts one of the following:
    "auto"
    "standard_only"
    stop_sequences: Optional[SequenceNotStr[str]]

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

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

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

    stream: Optional[bool]

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

    See streaming for details.

    system: Optional[Union[str, Iterable[TextBlockParam]]]

    System prompt.

    A system prompt is a way of providing context and instructions to Claude, such as specifying a particular goal or role. See our guide to system prompts.

    Accepts one of the following:
    RequestParamsSystemUnionMember0 = str
    RequestParamsSystemUnionMember1 = Iterable[TextBlockParam]
    text: str
    minLength1
    type: Literal["text"]
    Accepts one of the following:
    "text"
    cache_control: Optional[CacheControlEphemeral]

    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[TextCitationParam]]
    Accepts one of the following:
    class CitationCharLocationParam: …
    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 CitationPageLocationParam: …
    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 CitationContentBlockLocationParam: …
    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 CitationWebSearchResultLocationParam: …
    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 CitationSearchResultLocationParam: …
    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"
    temperature: Optional[float]

    Amount of randomness injected into the response.

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

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

    maximum1
    minimum0
    thinking: Optional[ThinkingConfigParam]

    Configuration for enabling Claude's extended thinking.

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

    See extended thinking for details.

    Accepts one of the following:
    class ThinkingConfigEnabled: …
    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 ThinkingConfigDisabled: …
    type: Literal["disabled"]
    Accepts one of the following:
    "disabled"
    tool_choice: Optional[ToolChoiceParam]

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

    Accepts one of the following:
    class ToolChoiceAuto: …

    The model will automatically decide whether to use tools.

    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 ToolChoiceAny: …

    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 ToolChoiceTool: …

    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 ToolChoiceNone: …

    The model will not be allowed to use tools.

    type: Literal["none"]
    Accepts one of the following:
    "none"
    tools: Optional[Iterable[ToolUnionParam]]

    Definitions of tools that the model may use.

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

    There are two types of tools: client tools and server tools. The behavior described below applies to client tools. For server tools, see their individual documentation as each has its own behavior (e.g., the web search tool).

    Each tool definition includes:

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

    For example, if you defined tools as:

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

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

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

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

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

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

    See our guide for more details.

    Accepts one of the following:
    class Tool: …
    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[CacheControlEphemeral]

    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 ToolBash20250124: …
    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[CacheControlEphemeral]

    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 ToolTextEditor20250124: …
    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[CacheControlEphemeral]

    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 ToolTextEditor20250429: …
    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[CacheControlEphemeral]

    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 ToolTextEditor20250728: …
    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[CacheControlEphemeral]

    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 WebSearchTool20250305: …
    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[CacheControlEphemeral]

    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
    top_k: Optional[int]

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

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

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

    minimum0
    top_p: Optional[float]

    Use nucleus sampling.

    In nucleus sampling, we compute the cumulative distribution over all the options for each subsequent token in decreasing probability order and cut it off once it reaches a particular probability specified by top_p. You should either alter temperature or top_p, but not both.

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

    maximum1
    minimum0
    ReturnsExpand Collapse
    class MessageBatch: …
    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: MessageBatchRequestCounts

    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"
    Create a Message Batch
    Python
    from anthropic import Anthropic
    
    client = Anthropic(
        api_key="my-anthropic-api-key",
    )
    message_batch = client.messages.batches.create(
        requests=[{
            "custom_id": "my-custom-id-1",
            "params": {
                "max_tokens": 1024,
                "messages": [{
                    "content": "Hello, world",
                    "role": "user",
                }],
                "model": "claude-sonnet-4-5-20250929",
            },
        }],
    )
    print(message_batch.id)
    {
      "id": "msgbatch_013Zva2CMHLNnXjNJJKqJ2EF",
      "archived_at": "2024-08-20T18:37:24.100435Z",
      "cancel_initiated_at": "2024-08-20T18:37:24.100435Z",
      "created_at": "2024-08-20T18:37:24.100435Z",
      "ended_at": "2024-08-20T18:37:24.100435Z",
      "expires_at": "2024-08-20T18:37:24.100435Z",
      "processing_status": "in_progress",
      "request_counts": {
        "canceled": 10,
        "errored": 30,
        "expired": 10,
        "processing": 100,
        "succeeded": 50
      },
      "results_url": "https://api.anthropic.com/v1/messages/batches/msgbatch_013Zva2CMHLNnXjNJJKqJ2EF/results",
      "type": "message_batch"
    }
    Returns Examples
    {
      "id": "msgbatch_013Zva2CMHLNnXjNJJKqJ2EF",
      "archived_at": "2024-08-20T18:37:24.100435Z",
      "cancel_initiated_at": "2024-08-20T18:37:24.100435Z",
      "created_at": "2024-08-20T18:37:24.100435Z",
      "ended_at": "2024-08-20T18:37:24.100435Z",
      "expires_at": "2024-08-20T18:37:24.100435Z",
      "processing_status": "in_progress",
      "request_counts": {
        "canceled": 10,
        "errored": 30,
        "expired": 10,
        "processing": 100,
        "succeeded": 50
      },
      "results_url": "https://api.anthropic.com/v1/messages/batches/msgbatch_013Zva2CMHLNnXjNJJKqJ2EF/results",
      "type": "message_batch"
    }
    © 2025 ANTHROPIC PBC

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    Products

    • Claude
    • 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