langchain.document_loaders.image_captions.ImageCaptionLoader¶

class langchain.document_loaders.image_captions.ImageCaptionLoader(path_images: Union[str, List[str]], blip_processor: str = 'Salesforce/blip-image-captioning-base', blip_model: str = 'Salesforce/blip-image-captioning-base')[source]¶

Bases: BaseLoader

Loads the captions of an image

Initialize with a list of image paths

Parameters

  • path_images – A list of image paths.

  • blip_processor – The name of the pre-trained BLIP processor.

  • blip_model – The name of the pre-trained BLIP model.

Methods

__init__(path_images[, blip_processor, ...])

Initialize with a list of image paths

lazy_load()

A lazy loader for Documents.

load()

Load from a list of image files

load_and_split([text_splitter])

Load Documents and split into chunks.
lazy_load() → Iterator[Document]¶

A lazy loader for Documents.

load() → List[Document][source]¶

Load from a list of image files

load_and_split(text_splitter: Optional[TextSplitter] = None) → List[Document]¶

Load Documents and split into chunks. Chunks are returned as Documents.

Parameters

text_splitter – TextSplitter instance to use for splitting documents. Defaults to RecursiveCharacterTextSplitter.

Returns

List of Documents.

Examples using ImageCaptionLoader¶