langchain/libs/community/langchain_community/document_compressors
Ayo Ayibiowu ac1d7d9de8
community[feat]: Adds LLMLingua as a document compressor (#17711)
**Description**: This PR adds support for using the [LLMLingua project
](https://github.com/microsoft/LLMLingua) especially the LongLLMLingua
(Enhancing Large Language Model Inference via Prompt Compression) as a
document compressor / transformer.

The LLMLingua project is an interesting project that can greatly improve
RAG system by compressing prompts and contexts while keeping their
semantic relevance.

**Issue**: https://github.com/microsoft/LLMLingua/issues/31
**Dependencies**: [llmlingua](https://pypi.org/project/llmlingua/)

@baskaryan

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Co-authored-by: Ayodeji Ayibiowu <ayodeji.ayibiowu@getinge.com>
Co-authored-by: Harrison Chase <hw.chase.17@gmail.com>
2024-02-27 19:23:56 -08:00
..
__init__.py community[feat]: Adds LLMLingua as a document compressor (#17711) 2024-02-27 19:23:56 -08:00
llmlingua_filter.py community[feat]: Adds LLMLingua as a document compressor (#17711) 2024-02-27 19:23:56 -08:00