content
Class info¶
Classes¶
Name | Children | Inherits |
---|---|---|
AudioBase64Content llmling_agent.models.content Audio from base64 data. |
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AudioContent llmling_agent.models.content Base for audio content. |
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AudioURLContent llmling_agent.models.content Audio from URL. |
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BaseContent llmling_agent.models.content Base class for special content types (non-text). |
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BaseImageContent llmling_agent.models.content Base for image content. |
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BasePDFContent llmling_agent.models.content Base for PDF document content. |
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ImageBase64Content llmling_agent.models.content Image from base64 data. |
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ImageURLContent llmling_agent.models.content Image from URL. |
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PDFBase64Content llmling_agent.models.content PDF from base64 data. |
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PDFURLContent llmling_agent.models.content PDF from URL. |
||
VideoContent llmling_agent.models.content Base for video content. |
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VideoURLContent llmling_agent.models.content Video from URL. |
🛈 DocStrings¶
Content types for messages.
AudioBase64Content
¶
Bases: AudioContent
Audio from base64 data.
Source code in src/llmling_agent/models/content.py
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|
type
class-attribute
instance-attribute
¶
type: Literal['audio_base64'] = Field('audio_base64', init=False)
Base64-encoded audio.
from_bytes
classmethod
¶
Create from raw bytes.
Source code in src/llmling_agent/models/content.py
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from_path
classmethod
¶
from_path(path: StrPath) -> Self
Create from file path with auto format detection.
Source code in src/llmling_agent/models/content.py
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|
to_openai_format
¶
Convert to OpenAI API format for audio models.
Source code in src/llmling_agent/models/content.py
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AudioContent
¶
Bases: BaseContent
Base for audio content.
Source code in src/llmling_agent/models/content.py
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AudioURLContent
¶
Bases: AudioContent
Audio from URL.
Source code in src/llmling_agent/models/content.py
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|
type
class-attribute
instance-attribute
¶
type: Literal['audio_url'] = Field('audio_url', init=False)
URL-based audio.
to_openai_format
¶
Convert to OpenAI API format for audio models.
Source code in src/llmling_agent/models/content.py
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BaseContent
¶
Bases: Schema
Base class for special content types (non-text).
Source code in src/llmling_agent/models/content.py
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BaseImageContent
¶
Bases: BaseContent
Base for image content.
Source code in src/llmling_agent/models/content.py
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detail
class-attribute
instance-attribute
¶
detail: DetailLevel | None = None
Detail level for image processing by vision models. - high: Maximum resolution (up to 2048x2048) - low: Lower resolution (512x512) - auto: Let model decide based on content
from_path
async
classmethod
¶
from_path(
path: StrPath, *, detail: DetailLevel | None = None, description: str | None = None
) -> ImageURLContent | ImageBase64Content
Create image content from any path.
Automatically chooses between URL and base64 based on path type. Downloads and converts remote content if needed.
Parameters:
Name | Type | Description | Default |
---|---|---|---|
path
|
StrPath
|
Local path or URL to image |
required |
detail
|
DetailLevel | None
|
Optional detail level for processing |
None
|
description
|
str | None
|
Optional description of the image |
None
|
Source code in src/llmling_agent/models/content.py
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BasePDFContent
¶
Bases: BaseContent
Base for PDF document content.
Source code in src/llmling_agent/models/content.py
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detail
class-attribute
instance-attribute
¶
detail: DetailLevel | None = None
Detail level for document processing by models.
from_path
async
classmethod
¶
from_path(
path: StrPath, *, detail: DetailLevel | None = None, description: str | None = None
) -> PDFURLContent | PDFBase64Content
Create PDF content from any path.
Parameters:
Name | Type | Description | Default |
---|---|---|---|
path
|
StrPath
|
Local path or URL to PDF |
required |
detail
|
DetailLevel | None
|
Optional detail level for processing |
None
|
description
|
str | None
|
Optional description of the document |
None
|
Source code in src/llmling_agent/models/content.py
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|
ImageBase64Content
¶
Bases: BaseImageContent
Image from base64 data.
Source code in src/llmling_agent/models/content.py
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mime_type
class-attribute
instance-attribute
¶
mime_type: str = 'image/jpeg'
MIME type of the image.
type
class-attribute
instance-attribute
¶
type: Literal['image_base64'] = Field('image_base64', init=False)
Base64-encoded image.
from_bytes
classmethod
¶
from_bytes(
data: bytes, *, detail: DetailLevel | None = None, description: str | None = None
) -> ImageBase64Content
Create image content from raw bytes.
Parameters:
Name | Type | Description | Default |
---|---|---|---|
data
|
bytes
|
Raw image bytes |
required |
detail
|
DetailLevel | None
|
Optional detail level for processing |
None
|
description
|
str | None
|
Optional description of the image |
None
|
Source code in src/llmling_agent/models/content.py
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from_pil_image
classmethod
¶
from_pil_image(image: Image) -> ImageBase64Content
Create content from PIL Image.
Source code in src/llmling_agent/models/content.py
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to_openai_format
¶
Convert to OpenAI API format for vision models.
Source code in src/llmling_agent/models/content.py
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|
ImageURLContent
¶
Bases: BaseImageContent
Image from URL.
Source code in src/llmling_agent/models/content.py
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|
type
class-attribute
instance-attribute
¶
type: Literal['image_url'] = Field('image_url', init=False)
URL-based image.
to_openai_format
¶
Convert to OpenAI API format for vision models.
Source code in src/llmling_agent/models/content.py
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|
PDFBase64Content
¶
Bases: BasePDFContent
PDF from base64 data.
Source code in src/llmling_agent/models/content.py
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|
type
class-attribute
instance-attribute
¶
type: Literal['pdf_base64'] = Field('pdf_base64', init=False)
Base64-data based PDF.
from_bytes
classmethod
¶
from_bytes(
data: bytes, *, detail: DetailLevel | None = None, description: str | None = None
) -> Self
Create PDF content from raw bytes.
Source code in src/llmling_agent/models/content.py
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|
to_openai_format
¶
Convert to OpenAI API format for PDF handling.
Source code in src/llmling_agent/models/content.py
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|
PDFURLContent
¶
Bases: BasePDFContent
PDF from URL.
Source code in src/llmling_agent/models/content.py
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|
type
class-attribute
instance-attribute
¶
type: Literal['pdf_url'] = Field('pdf_url', init=False)
URL-based PDF.
to_openai_format
¶
Convert to OpenAI API format for PDF handling.
Source code in src/llmling_agent/models/content.py
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|
VideoContent
¶
Bases: BaseContent
Base for video content.
Source code in src/llmling_agent/models/content.py
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|
VideoURLContent
¶
Bases: VideoContent
Video from URL.
Source code in src/llmling_agent/models/content.py
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|
type
class-attribute
instance-attribute
¶
type: Literal['video_url'] = Field('video_url', init=False)
URL-based video.
to_openai_format
¶
Convert to OpenAI API format for video models.
Source code in src/llmling_agent/models/content.py
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|