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# content ## <ApiType type="Attribute" slug="assistant-content-chunk" symbolName="AssistantContentChunk" /> AssistantContentChunk **Type:** <TypeLink type={{"type_str": "TypeAlias", "description": null, "kind": "simple", "symbol_name": "TypeAlias", "doc_url": null}} /> Chunks of assistant content that may be streamed as generated by the LLM. ## <ApiType type="Attribute" slug="assistant-content-part" symbolName="AssistantContentPart" /> AssistantContentPart **Type:** <TypeLink type={{"type_str": "TypeAlias", "description": null, "kind": "simple", "symbol_name": "TypeAlias", "doc_url": null}} /> Content parts that can be included in an AssistantMessage. ## <ApiType type="Class" slug="audio" symbolName="Audio" /> Audio Audio content for a message. Audio can be included in messages for voice or sound-based interactions. <AttributesTable attributes={[ { "name": "type", "type_info": { "type_str": "Literal['audio']", "description": null, "kind": "generic", "base_type": { "type_str": "Literal", "description": null, "kind": "simple", "symbol_name": "Literal", "doc_url": null }, "parameters": [ { "type_str": "'audio'", "description": null, "kind": "simple", "symbol_name": "'audio'", "doc_url": null } ], "doc_url": null } }, { "name": "source", "type_info": { "type_str": "Base64AudioSource", "description": null, "kind": "simple", "symbol_name": "Base64AudioSource", "doc_url": null } } ]} /> ## <ApiType type="Function" slug="mirascope-llm-content-audio--audio-download" symbolName="download" /> download Download and encode an audio file from a URL. <ParametersTable parameters={[ { "name": "cls", "type_info": { "type_str": "Any", "description": null, "kind": "simple", "symbol_name": null, "doc_url": null } }, { "name": "url", "type_info": { "type_str": "str", "description": null, "kind": "simple", "symbol_name": "str", "doc_url": "https://docs.python.org/3/library/stdtypes.html#str" }, "description": "The URL of the audio file to download" }, { "name": "max_size", "type_info": { "type_str": "int", "description": null, "kind": "simple", "symbol_name": "int", "doc_url": "https://docs.python.org/3/library/functions.html#int" }, "default": "MAX_AUDIO_SIZE", "description": "Maximum allowed audio size in bytes (default: 25MB)" } ]} /> <ReturnTable returnType={{ "type_info": { "type_str": "Audio", "description": null, "kind": "simple", "symbol_name": "Audio", "doc_url": "/docs/api/llm/content#audio" }, "description": "An `Audio` with a `Base64AudioSource`" }} /> ## <ApiType type="Function" slug="mirascope-llm-content-audio--audio-download_async" symbolName="download_async" /> download_async Asynchronously download and encode an audio file from a URL. <ParametersTable parameters={[ { "name": "cls", "type_info": { "type_str": "Any", "description": null, "kind": "simple", "symbol_name": null, "doc_url": null } }, { "name": "url", "type_info": { "type_str": "str", "description": null, "kind": "simple", "symbol_name": "str", "doc_url": "https://docs.python.org/3/library/stdtypes.html#str" }, "description": "The URL of the audio file to download" }, { "name": "max_size", "type_info": { "type_str": "int", "description": null, "kind": "simple", "symbol_name": "int", "doc_url": "https://docs.python.org/3/library/functions.html#int" }, "default": "MAX_AUDIO_SIZE", "description": "Maximum allowed audio size in bytes (default: 25MB)" } ]} /> <ReturnTable returnType={{ "type_info": { "type_str": "Audio", "description": null, "kind": "simple", "symbol_name": "Audio", "doc_url": "/docs/api/llm/content#audio" }, "description": "An `Audio` with a `Base64AudioSource`" }} /> ## <ApiType type="Function" slug="mirascope-llm-content-audio--audio-from_file" symbolName="from_file" /> from_file Create an `Audio` from a file path. <ParametersTable parameters={[ { "name": "cls", "type_info": { "type_str": "Any", "description": null, "kind": "simple", "symbol_name": null, "doc_url": null } }, { "name": "file_path", "type_info": { "type_str": "str", "description": null, "kind": "simple", "symbol_name": "str", "doc_url": "https://docs.python.org/3/library/stdtypes.html#str" }, "description": "Path to the audio file" }, { "name": "max_size", "type_info": { "type_str": "int", "description": null, "kind": "simple", "symbol_name": "int", "doc_url": "https://docs.python.org/3/library/functions.html#int" }, "default": "MAX_AUDIO_SIZE", "description": "Maximum allowed audio size in bytes (default: 25MB)" } ]} /> <ReturnTable returnType={{ "type_info": { "type_str": "Audio", "description": null, "kind": "simple", "symbol_name": "Audio", "doc_url": "/docs/api/llm/content#audio" } }} /> ## <ApiType type="Function" slug="mirascope-llm-content-audio--audio-from_bytes" symbolName="from_bytes" /> from_bytes Create an `Audio` from raw bytes. <ParametersTable parameters={[ { "name": "cls", "type_info": { "type_str": "Any", "description": null, "kind": "simple", "symbol_name": null, "doc_url": null } }, { "name": "data", "type_info": { "type_str": "bytes", "description": null, "kind": "simple", "symbol_name": "bytes", "doc_url": "https://docs.python.org/3/library/stdtypes.html#bytes" }, "description": "Raw audio bytes" }, { "name": "max_size", "type_info": { "type_str": "int", "description": null, "kind": "simple", "symbol_name": "int", "doc_url": "https://docs.python.org/3/library/functions.html#int" }, "default": "MAX_AUDIO_SIZE", "description": "Maximum allowed audio size in bytes (default: 25MB)" } ]} /> <ReturnTable returnType={{ "type_info": { "type_str": "Audio", "description": null, "kind": "simple", "symbol_name": "Audio", "doc_url": "/docs/api/llm/content#audio" } }} /> ## <ApiType type="Class" slug="base64-audio-source" symbolName="Base64AudioSource" /> Base64AudioSource Audio data represented as a base64 encoded string. <AttributesTable attributes={[ { "name": "type", "type_info": { "type_str": "Literal['base64_audio_source']", "description": null, "kind": "generic", "base_type": { "type_str": "Literal", "description": null, "kind": "simple", "symbol_name": "Literal", "doc_url": null }, "parameters": [ { "type_str": "'base64_audio_source'", "description": null, "kind": "simple", "symbol_name": "'base64_audio_source'", "doc_url": null } ], "doc_url": null } }, { "name": "data", "type_info": { "type_str": "str", "description": null, "kind": "simple", "symbol_name": "str", "doc_url": null }, "description": "The audio data, as a base64 encoded string." }, { "name": "mime_type", "type_info": { "type_str": "AudioMimeType", "description": null, "kind": "simple", "symbol_name": "AudioMimeType", "doc_url": null }, "description": "The mime type of the audio (e.g. audio/mp3)." } ]} /> ## <ApiType type="Class" slug="base64-document-source" symbolName="Base64DocumentSource" /> Base64DocumentSource Document data represented as a base64 encoded string. <AttributesTable attributes={[ { "name": "type", "type_info": { "type_str": "Literal['base64_document_source']", "description": null, "kind": "generic", "base_type": { "type_str": "Literal", "description": null, "kind": "simple", "symbol_name": "Literal", "doc_url": null }, "parameters": [ { "type_str": "'base64_document_source'", "description": null, "kind": "simple", "symbol_name": "'base64_document_source'", "doc_url": null } ], "doc_url": null } }, { "name": "data", "type_info": { "type_str": "str", "description": null, "kind": "simple", "symbol_name": "str", "doc_url": null }, "description": "The document data, as a base64 encoded string." }, { "name": "media_type", "type_info": { "type_str": "DocumentBase64MimeType", "description": null, "kind": "simple", "symbol_name": "DocumentBase64MimeType", "doc_url": null }, "description": "The media type of the document (e.g. application/pdf)." } ]} /> ## <ApiType type="Class" slug="base64-image-source" symbolName="Base64ImageSource" /> Base64ImageSource Image data represented as a base64 encoded string. <AttributesTable attributes={[ { "name": "type", "type_info": { "type_str": "Literal['base64_image_source']", "description": null, "kind": "generic", "base_type": { "type_str": "Literal", "description": null, "kind": "simple", "symbol_name": "Literal", "doc_url": null }, "parameters": [ { "type_str": "'base64_image_source'", "description": null, "kind": "simple", "symbol_name": "'base64_image_source'", "doc_url": null } ], "doc_url": null } }, { "name": "data", "type_info": { "type_str": "str", "description": null, "kind": "simple", "symbol_name": "str", "doc_url": null }, "description": "The image data, as a base64 encoded string." }, { "name": "mime_type", "type_info": { "type_str": "ImageMimeType", "description": null, "kind": "simple", "symbol_name": "ImageMimeType", "doc_url": null }, "description": "The mime type of the image (e.g. image/png)." } ]} /> ## <ApiType type="Attribute" slug="content-part" symbolName="ContentPart" /> ContentPart **Type:** <TypeLink type={{"type_str": "TypeAlias", "description": null, "kind": "simple", "symbol_name": "TypeAlias", "doc_url": null}} /> Content parts that may be included in a Message. ## <ApiType type="Class" slug="document" symbolName="Document" /> Document Document content for a message. Documents (like PDFs) can be included for the model to analyze or reference. <AttributesTable attributes={[ { "name": "type", "type_info": { "type_str": "Literal['document']", "description": null, "kind": "generic", "base_type": { "type_str": "Literal", "description": null, "kind": "simple", "symbol_name": "Literal", "doc_url": null }, "parameters": [ { "type_str": "'document'", "description": null, "kind": "simple", "symbol_name": "'document'", "doc_url": null } ], "doc_url": null } }, { "name": "source", "type_info": { "type_str": "Base64DocumentSource | TextDocumentSource | URLDocumentSource", "description": null, "kind": "union", "base_type": { "type_str": "Union", "description": null, "kind": "simple", "symbol_name": "Union", "doc_url": null }, "parameters": [ { "type_str": "Base64DocumentSource", "description": null, "kind": "simple", "symbol_name": "Base64DocumentSource", "doc_url": null }, { "type_str": "TextDocumentSource", "description": null, "kind": "simple", "symbol_name": "TextDocumentSource", "doc_url": null }, { "type_str": "URLDocumentSource", "description": null, "kind": "simple", "symbol_name": "URLDocumentSource", "doc_url": null } ], "doc_url": null } } ]} /> ## <ApiType type="Function" slug="mirascope-llm-content-document--document-from_url" symbolName="from_url" /> from_url Create a `Document` from a URL. <ParametersTable parameters={[ { "name": "cls", "type_info": { "type_str": "Any", "description": null, "kind": "simple", "symbol_name": null, "doc_url": null } }, { "name": "url", "type_info": { "type_str": "str", "description": null, "kind": "simple", "symbol_name": "str", "doc_url": "https://docs.python.org/3/library/stdtypes.html#str" } }, { "name": "download", "type_info": { "type_str": "bool", "description": null, "kind": "simple", "symbol_name": "bool", "doc_url": "https://docs.python.org/3/library/functions.html#bool" }, "default": "False" } ]} /> <ReturnTable returnType={{ "type_info": { "type_str": "Document", "description": null, "kind": "simple", "symbol_name": "Document", "doc_url": "/docs/api/llm/content#document" } }} /> ## <ApiType type="Function" slug="mirascope-llm-content-document--document-from_file" symbolName="from_file" /> from_file Create a `Document` from a file path. <ParametersTable parameters={[ { "name": "cls", "type_info": { "type_str": "Any", "description": null, "kind": "simple", "symbol_name": null, "doc_url": null } }, { "name": "file_path", "type_info": { "type_str": "str", "description": null, "kind": "simple", "symbol_name": "str", "doc_url": "https://docs.python.org/3/library/stdtypes.html#str" } }, { "name": "mime_type", "type_info": { "type_str": "DocumentTextMimeType | DocumentBase64MimeType | None", "description": null, "kind": "union", "base_type": { "type_str": "Union", "description": null, "kind": "simple", "symbol_name": "Union", "doc_url": "https://docs.python.org/3/library/typing.html#typing.Union" }, "parameters": [ { "type_str": "DocumentTextMimeType", "description": null, "kind": "simple", "symbol_name": "DocumentTextMimeType", "doc_url": null }, { "type_str": "DocumentBase64MimeType", "description": null, "kind": "simple", "symbol_name": "DocumentBase64MimeType", "doc_url": null }, { "type_str": "None", "description": null, "kind": "simple", "symbol_name": "None", "doc_url": "https://docs.python.org/3/library/constants.html#None" } ], "doc_url": null } } ]} /> <ReturnTable returnType={{ "type_info": { "type_str": "Document", "description": null, "kind": "simple", "symbol_name": "Document", "doc_url": "/docs/api/llm/content#document" } }} /> ## <ApiType type="Function" slug="mirascope-llm-content-document--document-from_bytes" symbolName="from_bytes" /> from_bytes Create a `Document` from raw bytes. <ParametersTable parameters={[ { "name": "cls", "type_info": { "type_str": "Any", "description": null, "kind": "simple", "symbol_name": null, "doc_url": null } }, { "name": "data", "type_info": { "type_str": "bytes", "description": null, "kind": "simple", "symbol_name": "bytes", "doc_url": "https://docs.python.org/3/library/stdtypes.html#bytes" } }, { "name": "mime_type", "type_info": { "type_str": "DocumentTextMimeType | DocumentBase64MimeType | None", "description": null, "kind": "union", "base_type": { "type_str": "Union", "description": null, "kind": "simple", "symbol_name": "Union", "doc_url": "https://docs.python.org/3/library/typing.html#typing.Union" }, "parameters": [ { "type_str": "DocumentTextMimeType", "description": null, "kind": "simple", "symbol_name": "DocumentTextMimeType", "doc_url": null }, { "type_str": "DocumentBase64MimeType", "description": null, "kind": "simple", "symbol_name": "DocumentBase64MimeType", "doc_url": null }, { "type_str": "None", "description": null, "kind": "simple", "symbol_name": "None", "doc_url": "https://docs.python.org/3/library/constants.html#None" } ], "doc_url": null } } ]} /> <ReturnTable returnType={{ "type_info": { "type_str": "Document", "description": null, "kind": "simple", "symbol_name": "Document", "doc_url": "/docs/api/llm/content#document" } }} /> ## <ApiType type="Class" slug="image" symbolName="Image" /> Image Image content for a message. Images can be included in messages to provide visual context. This can be used for both input (e.g., user uploading an image) and output (e.g., model generating an image). <AttributesTable attributes={[ { "name": "type", "type_info": { "type_str": "Literal['image']", "description": null, "kind": "generic", "base_type": { "type_str": "Literal", "description": null, "kind": "simple", "symbol_name": "Literal", "doc_url": null }, "parameters": [ { "type_str": "'image'", "description": null, "kind": "simple", "symbol_name": "'image'", "doc_url": null } ], "doc_url": null } }, { "name": "source", "type_info": { "type_str": "Base64ImageSource | URLImageSource", "description": null, "kind": "union", "base_type": { "type_str": "Union", "description": null, "kind": "simple", "symbol_name": "Union", "doc_url": null }, "parameters": [ { "type_str": "Base64ImageSource", "description": null, "kind": "simple", "symbol_name": "Base64ImageSource", "doc_url": null }, { "type_str": "URLImageSource", "description": null, "kind": "simple", "symbol_name": "URLImageSource", "doc_url": null } ], "doc_url": null } } ]} /> ## <ApiType type="Function" slug="mirascope-llm-content-image--image-from_url" symbolName="from_url" /> from_url Create an `Image` reference from a URL, without downloading it. <ParametersTable parameters={[ { "name": "cls", "type_info": { "type_str": "Any", "description": null, "kind": "simple", "symbol_name": null, "doc_url": null } }, { "name": "url", "type_info": { "type_str": "str", "description": null, "kind": "simple", "symbol_name": "str", "doc_url": "https://docs.python.org/3/library/stdtypes.html#str" }, "description": "The URL of the image" } ]} /> <ReturnTable returnType={{ "type_info": { "type_str": "Image", "description": null, "kind": "simple", "symbol_name": "Image", "doc_url": "/docs/api/llm/content#image" }, "description": "An `Image` with a `URLImageSource`" }} /> ## <ApiType type="Function" slug="mirascope-llm-content-image--image-download" symbolName="download" /> download Download and encode an image from a URL. <ParametersTable parameters={[ { "name": "cls", "type_info": { "type_str": "Any", "description": null, "kind": "simple", "symbol_name": null, "doc_url": null } }, { "name": "url", "type_info": { "type_str": "str", "description": null, "kind": "simple", "symbol_name": "str", "doc_url": "https://docs.python.org/3/library/stdtypes.html#str" }, "description": "The URL of the image to download" }, { "name": "max_size", "type_info": { "type_str": "int", "description": null, "kind": "simple", "symbol_name": "int", "doc_url": "https://docs.python.org/3/library/functions.html#int" }, "default": "MAX_IMAGE_SIZE", "description": "Maximum allowed image size in bytes (default: 20MB)" } ]} /> <ReturnTable returnType={{ "type_info": { "type_str": "Image", "description": null, "kind": "simple", "symbol_name": "Image", "doc_url": "/docs/api/llm/content#image" }, "description": "An `Image` with a `Base64ImageSource`" }} /> ## <ApiType type="Function" slug="mirascope-llm-content-image--image-download_async" symbolName="download_async" /> download_async Asynchronously download and encode an image from a URL. <ParametersTable parameters={[ { "name": "cls", "type_info": { "type_str": "Any", "description": null, "kind": "simple", "symbol_name": null, "doc_url": null } }, { "name": "url", "type_info": { "type_str": "str", "description": null, "kind": "simple", "symbol_name": "str", "doc_url": "https://docs.python.org/3/library/stdtypes.html#str" }, "description": "The URL of the image to download" }, { "name": "max_size", "type_info": { "type_str": "int", "description": null, "kind": "simple", "symbol_name": "int", "doc_url": "https://docs.python.org/3/library/functions.html#int" }, "default": "MAX_IMAGE_SIZE", "description": "Maximum allowed image size in bytes (default: 20MB)" } ]} /> <ReturnTable returnType={{ "type_info": { "type_str": "Image", "description": null, "kind": "simple", "symbol_name": "Image", "doc_url": "/docs/api/llm/content#image" }, "description": "An `Image` with a `Base64ImageSource`" }} /> ## <ApiType type="Function" slug="mirascope-llm-content-image--image-from_file" symbolName="from_file" /> from_file Create an `Image` from a file path. <ParametersTable parameters={[ { "name": "cls", "type_info": { "type_str": "Any", "description": null, "kind": "simple", "symbol_name": null, "doc_url": null } }, { "name": "file_path", "type_info": { "type_str": "str", "description": null, "kind": "simple", "symbol_name": "str", "doc_url": "https://docs.python.org/3/library/stdtypes.html#str" }, "description": "Path to the image file" }, { "name": "max_size", "type_info": { "type_str": "int", "description": null, "kind": "simple", "symbol_name": "int", "doc_url": "https://docs.python.org/3/library/functions.html#int" }, "default": "MAX_IMAGE_SIZE", "description": "Maximum allowed image size in bytes (default: 20MB)" } ]} /> <ReturnTable returnType={{ "type_info": { "type_str": "Image", "description": null, "kind": "simple", "symbol_name": "Image", "doc_url": "/docs/api/llm/content#image" } }} /> ## <ApiType type="Function" slug="mirascope-llm-content-image--image-from_bytes" symbolName="from_bytes" /> from_bytes Create an `Image` from raw bytes. <ParametersTable parameters={[ { "name": "cls", "type_info": { "type_str": "Any", "description": null, "kind": "simple", "symbol_name": null, "doc_url": null } }, { "name": "data", "type_info": { "type_str": "bytes", "description": null, "kind": "simple", "symbol_name": "bytes", "doc_url": "https://docs.python.org/3/library/stdtypes.html#bytes" }, "description": "Raw image bytes" }, { "name": "max_size", "type_info": { "type_str": "int", "description": null, "kind": "simple", "symbol_name": "int", "doc_url": "https://docs.python.org/3/library/functions.html#int" }, "default": "MAX_IMAGE_SIZE", "description": "Maximum allowed image size in bytes (default: 20MB)" } ]} /> <ReturnTable returnType={{ "type_info": { "type_str": "Image", "description": null, "kind": "simple", "symbol_name": "Image", "doc_url": "/docs/api/llm/content#image" } }} /> ## <ApiType type="Attribute" slug="image-mime-type" symbolName="ImageMimeType" /> ImageMimeType **Type:** <TypeLink type={{"type_str": "Literal['image/png', 'image/jpeg', 'image/webp', 'image/gif', 'image/heic', 'image/heif']", "description": null, "kind": "generic", "base_type": {"type_str": "Literal", "description": null, "kind": "simple", "symbol_name": "Literal", "doc_url": null}, "parameters": [{"type_str": "'image/png'", "description": null, "kind": "simple", "symbol_name": "'image/png'", "doc_url": null}, {"type_str": "'image/jpeg'", "description": null, "kind": "simple", "symbol_name": "'image/jpeg'", "doc_url": null}, {"type_str": "'image/webp'", "description": null, "kind": "simple", "symbol_name": "'image/webp'", "doc_url": null}, {"type_str": "'image/gif'", "description": null, "kind": "simple", "symbol_name": "'image/gif'", "doc_url": null}, {"type_str": "'image/heic'", "description": null, "kind": "simple", "symbol_name": "'image/heic'", "doc_url": null}, {"type_str": "'image/heif'", "description": null, "kind": "simple", "symbol_name": "'image/heif'", "doc_url": null}], "doc_url": null}} /> ## <ApiType type="Class" slug="text" symbolName="Text" /> Text Text content for a message. <AttributesTable attributes={[ { "name": "type", "type_info": { "type_str": "Literal['text']", "description": null, "kind": "generic", "base_type": { "type_str": "Literal", "description": null, "kind": "simple", "symbol_name": "Literal", "doc_url": null }, "parameters": [ { "type_str": "'text'", "description": null, "kind": "simple", "symbol_name": "'text'", "doc_url": null } ], "doc_url": null } }, { "name": "text", "type_info": { "type_str": "str", "description": null, "kind": "simple", "symbol_name": "str", "doc_url": null }, "description": "The text content." } ]} /> ## <ApiType type="Class" slug="text-chunk" symbolName="TextChunk" /> TextChunk Represents an incremental text chunk in a stream. <AttributesTable attributes={[ { "name": "type", "type_info": { "type_str": "Literal['text_chunk']", "description": null, "kind": "generic", "base_type": { "type_str": "Literal", "description": null, "kind": "simple", "symbol_name": "Literal", "doc_url": null }, "parameters": [ { "type_str": "'text_chunk'", "description": null, "kind": "simple", "symbol_name": "'text_chunk'", "doc_url": null } ], "doc_url": null } }, { "name": "content_type", "type_info": { "type_str": "Literal['text']", "description": null, "kind": "generic", "base_type": { "type_str": "Literal", "description": null, "kind": "simple", "symbol_name": "Literal", "doc_url": null }, "parameters": [ { "type_str": "'text'", "description": null, "kind": "simple", "symbol_name": "'text'", "doc_url": null } ], "doc_url": null }, "description": "The type of content reconstructed by this chunk." }, { "name": "delta", "type_info": { "type_str": "str", "description": null, "kind": "simple", "symbol_name": "str", "doc_url": null }, "description": "The incremental text added in this chunk." } ]} /> ## <ApiType type="Class" slug="text-document-source" symbolName="TextDocumentSource" /> TextDocumentSource Plain text document data. <AttributesTable attributes={[ { "name": "type", "type_info": { "type_str": "Literal['text_document_source']", "description": null, "kind": "generic", "base_type": { "type_str": "Literal", "description": null, "kind": "simple", "symbol_name": "Literal", "doc_url": null }, "parameters": [ { "type_str": "'text_document_source'", "description": null, "kind": "simple", "symbol_name": "'text_document_source'", "doc_url": null } ], "doc_url": null } }, { "name": "data", "type_info": { "type_str": "str", "description": null, "kind": "simple", "symbol_name": "str", "doc_url": null }, "description": "The document data, as plain text." }, { "name": "media_type", "type_info": { "type_str": "DocumentTextMimeType", "description": null, "kind": "simple", "symbol_name": "DocumentTextMimeType", "doc_url": null }, "description": "The media type of the document (e.g. text/plain, text/csv)." } ]} /> ## <ApiType type="Class" slug="text-end-chunk" symbolName="TextEndChunk" /> TextEndChunk Represents the end of a text chunk stream. <AttributesTable attributes={[ { "name": "type", "type_info": { "type_str": "Literal['text_end_chunk']", "description": null, "kind": "generic", "base_type": { "type_str": "Literal", "description": null, "kind": "simple", "symbol_name": "Literal", "doc_url": null }, "parameters": [ { "type_str": "'text_end_chunk'", "description": null, "kind": "simple", "symbol_name": "'text_end_chunk'", "doc_url": null } ], "doc_url": null } }, { "name": "content_type", "type_info": { "type_str": "Literal['text']", "description": null, "kind": "generic", "base_type": { "type_str": "Literal", "description": null, "kind": "simple", "symbol_name": "Literal", "doc_url": null }, "parameters": [ { "type_str": "'text'", "description": null, "kind": "simple", "symbol_name": "'text'", "doc_url": null } ], "doc_url": null }, "description": "The type of content reconstructed by this chunk." } ]} /> ## <ApiType type="Class" slug="text-start-chunk" symbolName="TextStartChunk" /> TextStartChunk Represents the start of a text chunk stream. <AttributesTable attributes={[ { "name": "type", "type_info": { "type_str": "Literal['text_start_chunk']", "description": null, "kind": "generic", "base_type": { "type_str": "Literal", "description": null, "kind": "simple", "symbol_name": "Literal", "doc_url": null }, "parameters": [ { "type_str": "'text_start_chunk'", "description": null, "kind": "simple", "symbol_name": "'text_start_chunk'", "doc_url": null } ], "doc_url": null } }, { "name": "content_type", "type_info": { "type_str": "Literal['text']", "description": null, "kind": "generic", "base_type": { "type_str": "Literal", "description": null, "kind": "simple", "symbol_name": "Literal", "doc_url": null }, "parameters": [ { "type_str": "'text'", "description": null, "kind": "simple", "symbol_name": "'text'", "doc_url": null } ], "doc_url": null }, "description": "The type of content reconstructed by this chunk." } ]} /> ## <ApiType type="Class" slug="thought" symbolName="Thought" /> Thought Thinking content for a message. Represents the thinking or thought process of the assistant. These generally are summaries of the model's reasoning process, rather than the direct reasoning tokens, although this behavior is model and provider specific. <AttributesTable attributes={[ { "name": "type", "type_info": { "type_str": "Literal['thought']", "description": null, "kind": "generic", "base_type": { "type_str": "Literal", "description": null, "kind": "simple", "symbol_name": "Literal", "doc_url": null }, "parameters": [ { "type_str": "'thought'", "description": null, "kind": "simple", "symbol_name": "'thought'", "doc_url": null } ], "doc_url": null } }, { "name": "thought", "type_info": { "type_str": "str", "description": null, "kind": "simple", "symbol_name": "str", "doc_url": null }, "description": "The thoughts or reasoning of the assistant." } ]} /> ## <ApiType type="Class" slug="thought-chunk" symbolName="ThoughtChunk" /> ThoughtChunk Represents an incremental thought chunk in a stream. <AttributesTable attributes={[ { "name": "type", "type_info": { "type_str": "Literal['thought_chunk']", "description": null, "kind": "generic", "base_type": { "type_str": "Literal", "description": null, "kind": "simple", "symbol_name": "Literal", "doc_url": null }, "parameters": [ { "type_str": "'thought_chunk'", "description": null, "kind": "simple", "symbol_name": "'thought_chunk'", "doc_url": null } ], "doc_url": null } }, { "name": "content_type", "type_info": { "type_str": "Literal['thought']", "description": null, "kind": "generic", "base_type": { "type_str": "Literal", "description": null, "kind": "simple", "symbol_name": "Literal", "doc_url": null }, "parameters": [ { "type_str": "'thought'", "description": null, "kind": "simple", "symbol_name": "'thought'", "doc_url": null } ], "doc_url": null }, "description": "The type of content reconstructed by this chunk." }, { "name": "delta", "type_info": { "type_str": "str", "description": null, "kind": "simple", "symbol_name": "str", "doc_url": null }, "description": "The incremental thoughts added in this chunk." } ]} /> ## <ApiType type="Class" slug="thought-end-chunk" symbolName="ThoughtEndChunk" /> ThoughtEndChunk Represents the end of a thought chunk stream. <AttributesTable attributes={[ { "name": "type", "type_info": { "type_str": "Literal['thought_end_chunk']", "description": null, "kind": "generic", "base_type": { "type_str": "Literal", "description": null, "kind": "simple", "symbol_name": "Literal", "doc_url": null }, "parameters": [ { "type_str": "'thought_end_chunk'", "description": null, "kind": "simple", "symbol_name": "'thought_end_chunk'", "doc_url": null } ], "doc_url": null } }, { "name": "content_type", "type_info": { "type_str": "Literal['thought']", "description": null, "kind": "generic", "base_type": { "type_str": "Literal", "description": null, "kind": "simple", "symbol_name": "Literal", "doc_url": null }, "parameters": [ { "type_str": "'thought'", "description": null, "kind": "simple", "symbol_name": "'thought'", "doc_url": null } ], "doc_url": null }, "description": "The type of content reconstructed by this chunk." } ]} /> ## <ApiType type="Class" slug="thought-start-chunk" symbolName="ThoughtStartChunk" /> ThoughtStartChunk Represents the start of a thought chunk stream. <AttributesTable attributes={[ { "name": "type", "type_info": { "type_str": "Literal['thought_start_chunk']", "description": null, "kind": "generic", "base_type": { "type_str": "Literal", "description": null, "kind": "simple", "symbol_name": "Literal", "doc_url": null }, "parameters": [ { "type_str": "'thought_start_chunk'", "description": null, "kind": "simple", "symbol_name": "'thought_start_chunk'", "doc_url": null } ], "doc_url": null } }, { "name": "content_type", "type_info": { "type_str": "Literal['thought']", "description": null, "kind": "generic", "base_type": { "type_str": "Literal", "description": null, "kind": "simple", "symbol_name": "Literal", "doc_url": null }, "parameters": [ { "type_str": "'thought'", "description": null, "kind": "simple", "symbol_name": "'thought'", "doc_url": null } ], "doc_url": null }, "description": "The type of content reconstructed by this chunk." } ]} /> ## <ApiType type="Class" slug="tool-call" symbolName="ToolCall" /> ToolCall Tool call content for a message. Represents a request from the assistant to call a tool. This is part of an assistant message's content. <AttributesTable attributes={[ { "name": "type", "type_info": { "type_str": "Literal['tool_call']", "description": null, "kind": "generic", "base_type": { "type_str": "Literal", "description": null, "kind": "simple", "symbol_name": "Literal", "doc_url": null }, "parameters": [ { "type_str": "'tool_call'", "description": null, "kind": "simple", "symbol_name": "'tool_call'", "doc_url": null } ], "doc_url": null } }, { "name": "id", "type_info": { "type_str": "str", "description": null, "kind": "simple", "symbol_name": "str", "doc_url": null }, "description": "A unique identifier for this tool call." }, { "name": "name", "type_info": { "type_str": "str", "description": null, "kind": "simple", "symbol_name": "str", "doc_url": null }, "description": "The name of the tool to call." }, { "name": "args", "type_info": { "type_str": "str", "description": null, "kind": "simple", "symbol_name": "str", "doc_url": null }, "description": "The arguments to pass to the tool, stored as stringified json." } ]} /> ## <ApiType type="Class" slug="tool-call-chunk" symbolName="ToolCallChunk" /> ToolCallChunk Represents an incremental tool call chunk in a stream. <AttributesTable attributes={[ { "name": "type", "type_info": { "type_str": "Literal['tool_call_chunk']", "description": null, "kind": "generic", "base_type": { "type_str": "Literal", "description": null, "kind": "simple", "symbol_name": "Literal", "doc_url": null }, "parameters": [ { "type_str": "'tool_call_chunk'", "description": null, "kind": "simple", "symbol_name": "'tool_call_chunk'", "doc_url": null } ], "doc_url": null } }, { "name": "content_type", "type_info": { "type_str": "Literal['tool_call']", "description": null, "kind": "generic", "base_type": { "type_str": "Literal", "description": null, "kind": "simple", "symbol_name": "Literal", "doc_url": null }, "parameters": [ { "type_str": "'tool_call'", "description": null, "kind": "simple", "symbol_name": "'tool_call'", "doc_url": null } ], "doc_url": null }, "description": "The type of content reconstructed by this chunk." }, { "name": "id", "type_info": { "type_str": "str", "description": null, "kind": "simple", "symbol_name": "str", "doc_url": null }, "description": "A unique identifier for this tool call." }, { "name": "delta", "type_info": { "type_str": "str", "description": null, "kind": "simple", "symbol_name": "str", "doc_url": null }, "description": "The incremental json args added in this chunk." } ]} /> ## <ApiType type="Class" slug="tool-call-end-chunk" symbolName="ToolCallEndChunk" /> ToolCallEndChunk Represents the end of a tool call chunk stream. <AttributesTable attributes={[ { "name": "type", "type_info": { "type_str": "Literal['tool_call_end_chunk']", "description": null, "kind": "generic", "base_type": { "type_str": "Literal", "description": null, "kind": "simple", "symbol_name": "Literal", "doc_url": null }, "parameters": [ { "type_str": "'tool_call_end_chunk'", "description": null, "kind": "simple", "symbol_name": "'tool_call_end_chunk'", "doc_url": null } ], "doc_url": null } }, { "name": "content_type", "type_info": { "type_str": "Literal['tool_call']", "description": null, "kind": "generic", "base_type": { "type_str": "Literal", "description": null, "kind": "simple", "symbol_name": "Literal", "doc_url": null }, "parameters": [ { "type_str": "'tool_call'", "description": null, "kind": "simple", "symbol_name": "'tool_call'", "doc_url": null } ], "doc_url": null }, "description": "The type of content reconstructed by this chunk." }, { "name": "id", "type_info": { "type_str": "str", "description": null, "kind": "simple", "symbol_name": "str", "doc_url": null }, "description": "A unique identifier for this tool call." } ]} /> ## <ApiType type="Class" slug="tool-call-start-chunk" symbolName="ToolCallStartChunk" /> ToolCallStartChunk Represents the start of a tool call chunk stream. <AttributesTable attributes={[ { "name": "type", "type_info": { "type_str": "Literal['tool_call_start_chunk']", "description": null, "kind": "generic", "base_type": { "type_str": "Literal", "description": null, "kind": "simple", "symbol_name": "Literal", "doc_url": null }, "parameters": [ { "type_str": "'tool_call_start_chunk'", "description": null, "kind": "simple", "symbol_name": "'tool_call_start_chunk'", "doc_url": null } ], "doc_url": null } }, { "name": "content_type", "type_info": { "type_str": "Literal['tool_call']", "description": null, "kind": "generic", "base_type": { "type_str": "Literal", "description": null, "kind": "simple", "symbol_name": "Literal", "doc_url": null }, "parameters": [ { "type_str": "'tool_call'", "description": null, "kind": "simple", "symbol_name": "'tool_call'", "doc_url": null } ], "doc_url": null }, "description": "The type of content reconstructed by this chunk." }, { "name": "id", "type_info": { "type_str": "str", "description": null, "kind": "simple", "symbol_name": "str", "doc_url": null }, "description": "A unique identifier for this tool call." }, { "name": "name", "type_info": { "type_str": "str", "description": null, "kind": "simple", "symbol_name": "str", "doc_url": null }, "description": "The name of the tool to call." } ]} /> ## <ApiType type="Class" slug="tool-output" symbolName="ToolOutput" /> ToolOutput Tool output content for a message. Represents the output from a tool call. This is part of a user message's content, typically following a tool call from the assistant. **Bases:** <TypeLink type={{"type_str": "Generic[JsonableCovariantT]", "description": null, "kind": "generic", "base_type": {"type_str": "Generic", "description": null, "kind": "simple", "symbol_name": "Generic", "doc_url": "https://docs.python.org/3/library/typing.html#typing.Generic"}, "parameters": [{"type_str": "JsonableCovariantT", "description": null, "kind": "simple", "symbol_name": "JsonableCovariantT", "doc_url": "/docs/api/llm/types#jsonable-covariant-t"}], "doc_url": null}} /> <AttributesTable attributes={[ { "name": "type", "type_info": { "type_str": "Literal['tool_output']", "description": null, "kind": "generic", "base_type": { "type_str": "Literal", "description": null, "kind": "simple", "symbol_name": "Literal", "doc_url": null }, "parameters": [ { "type_str": "'tool_output'", "description": null, "kind": "simple", "symbol_name": "'tool_output'", "doc_url": null } ], "doc_url": null } }, { "name": "id", "type_info": { "type_str": "str", "description": null, "kind": "simple", "symbol_name": "str", "doc_url": null }, "description": "The ID of the tool call that this output is for." }, { "name": "name", "type_info": { "type_str": "str", "description": null, "kind": "simple", "symbol_name": "str", "doc_url": null }, "description": "The name of the tool that created this output." }, { "name": "result", "type_info": { "type_str": "JsonableCovariantT | str", "description": null, "kind": "union", "base_type": { "type_str": "Union", "description": null, "kind": "simple", "symbol_name": "Union", "doc_url": null }, "parameters": [ { "type_str": "JsonableCovariantT", "description": null, "kind": "simple", "symbol_name": "JsonableCovariantT", "doc_url": null }, { "type_str": "str", "description": null, "kind": "simple", "symbol_name": "str", "doc_url": null } ], "doc_url": null }, "description": "The result of calling the tool.\n\nIf the tool executed successfully, this will be the tool output.\nIf the tool errored, this will be the error message, as a string.\n\nIn either case, the result should be passed back to the LLM (so it can\neither process the output, or re-try with awareness of the error.)" }, { "name": "error", "type_info": { "type_str": "ToolError | None", "description": null, "kind": "union", "base_type": { "type_str": "Union", "description": null, "kind": "simple", "symbol_name": "Union", "doc_url": null }, "parameters": [ { "type_str": "ToolError", "description": null, "kind": "simple", "symbol_name": "ToolError", "doc_url": null }, { "type_str": "None", "description": null, "kind": "simple", "symbol_name": "None", "doc_url": null } ], "doc_url": null }, "description": "The error from calling the tool, if any." }, { "name": "output", "type_info": { "type_str": "JsonableCovariantT", "description": null, "kind": "simple", "symbol_name": "JsonableCovariantT", "doc_url": null } } ]} /> ## <ApiType type="Class" slug="u-r-l-document-source" symbolName="URLDocumentSource" /> URLDocumentSource Document data referenced via external URL. <AttributesTable attributes={[ { "name": "type", "type_info": { "type_str": "Literal['url_document_source']", "description": null, "kind": "generic", "base_type": { "type_str": "Literal", "description": null, "kind": "simple", "symbol_name": "Literal", "doc_url": null }, "parameters": [ { "type_str": "'url_document_source'", "description": null, "kind": "simple", "symbol_name": "'url_document_source'", "doc_url": null } ], "doc_url": null } }, { "name": "url", "type_info": { "type_str": "str", "description": null, "kind": "simple", "symbol_name": "str", "doc_url": null }, "description": "The url of the document (e.g. https://example.com/paper.pdf)." } ]} /> ## <ApiType type="Class" slug="u-r-l-image-source" symbolName="URLImageSource" /> URLImageSource Image data referenced via external URL. <AttributesTable attributes={[ { "name": "type", "type_info": { "type_str": "Literal['url_image_source']", "description": null, "kind": "generic", "base_type": { "type_str": "Literal", "description": null, "kind": "simple", "symbol_name": "Literal", "doc_url": null }, "parameters": [ { "type_str": "'url_image_source'", "description": null, "kind": "simple", "symbol_name": "'url_image_source'", "doc_url": null } ], "doc_url": null } }, { "name": "url", "type_info": { "type_str": "str", "description": null, "kind": "simple", "symbol_name": "str", "doc_url": null }, "description": "The url of the image (e.g. https://example.com/sazed.png)." } ]} /> ## <ApiType type="Attribute" slug="user-content-part" symbolName="UserContentPart" /> UserContentPart **Type:** <TypeLink type={{"type_str": "TypeAlias", "description": null, "kind": "simple", "symbol_name": "TypeAlias", "doc_url": null}} /> Content parts that can be included in a UserMessage.

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