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dify's rag patch module

Project description

Dify-RAG

高效模块化的 RAG 包,可以快速替换 Dify 中原有的默认模块,大幅提升 Dify 的 RAG 效果。作为通用的基础包,也可以用于其他开源 RAG 服务。

安装

pip install dify-rag

为了在 Dify 项目中使用,可以在 api/pyproject.toml 中添加 dify-rag 依赖,之后调用 poetry lock --no-update 更新依赖,即可在 Dify 项目中使用 Dify-RAG 包。

使用

目前实现的模块是直接可以插拔放入 Dify 项目中的,只需要在 Dify 项目中替换掉相关模块即可。下面以 html 解析为例:

api/core/rag/extractor/extract_processor.py 中将原先使用 Dify 内置的 HtmlExtractor 切换为 Dify-RAG 中的 HtmlExtractor 即可。

具体需要将原有的 from core.rag.extractor.html_extractor import HtmlExtractor 替换为 from dify_rag.extractor.html_extractor import HtmlExtractor 即可

其他模块的替换也是类似的,可以根据自己的需要自行替换增强。

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