dh JSSKJr SSKJrJrJr SSKJrJr "SS\5r g))Path)AnyListUnion)UnstructuredFileLoadervalidate_unstructured_versioncZ^\rSrSrSrS S\\\4S\S\4U4Sjjjr S\ 4Sjr S r U=r $) UnstructuredMarkdownLoader a3Load `Markdown` files using `Unstructured`. You can run the loader in one of two modes: "single" and "elements". If you use "single" mode, the document will be returned as a single langchain Document object. If you use "elements" mode, the unstructured library will split the document into elements such as Title and NarrativeText. You can pass in additional unstructured kwargs after mode to apply different unstructured settings. Setup: Install ``langchain-community``. .. code-block:: bash pip install -U langchain-community Instantiate: .. code-block:: python from langchain_community.document_loaders import UnstructuredMarkdownLoader loader = UnstructuredMarkdownLoader( "./example_data/example.md", mode="elements", strategy="fast", ) Lazy load: .. code-block:: python docs = [] docs_lazy = loader.lazy_load() # async variant: # docs_lazy = await loader.alazy_load() for doc in docs_lazy: docs.append(doc) print(docs[0].page_content[:100]) print(docs[0].metadata) .. code-block:: python Sample Markdown Document {'source': './example_data/example.md', 'category_depth': 0, 'last_modified': '2024-08-14T15:04:18', 'languages': ['eng'], 'filetype': 'text/markdown', 'file_directory': './example_data', 'filename': 'example.md', 'category': 'Title', 'element_id': '3d0b313864598e704aa26c728ecb61e5'} Async load: .. code-block:: python docs = await loader.aload() print(docs[0].page_content[:100]) print(docs[0].metadata) .. code-block:: python Sample Markdown Document {'source': './example_data/example.md', 'category_depth': 0, 'last_modified': '2024-08-14T15:04:18', 'languages': ['eng'], 'filetype': 'text/markdown', 'file_directory': './example_data', 'filename': 'example.md', 'category': 'Title', 'element_id': '3d0b313864598e704aa26c728ecb61e5'} References ---------- https://unstructured-io.github.io/unstructured/core/partition.html#partition-md file_pathmodeunstructured_kwargsc V>[U5n[S5 [TU] "SXS.UD6 g)z Args: file_path: The path to the Markdown file to load. mode: The mode to use when loading the file. Can be one of "single", "multi", or "all". Default is "single". **unstructured_kwargs: Any kwargs to pass to the unstructured. z0.4.16)r r N)strrsuper__init__)selfr r r __class__s e/var/www/html/shao/venv/lib/python3.13/site-packages/langchain_community/document_loaders/markdown.pyr#UnstructuredMarkdownLoader.__init__Ks, N %h/ O9O;NOreturncJSSKJn U"SSUR0URD6$)Nr) partition_mdfilenamer)unstructured.partition.mdrr r)rrs r _get_elements(UnstructuredMarkdownLoader._get_elements]s":PT^^Pt7O7OPPrr)single)__name__ __module__ __qualname____firstlineno____doc__rrrrrrr__static_attributes__ __classcell__)rs@rr r sV>FPd#PP # PP$QtQQrr N) pathlibrtypingrrr1langchain_community.document_loaders.unstructuredrrr rrrr+s$## VQ!7VQr