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simple_qa's Introduction

本地知识问答系统

配置

修改qa.conf下的配置项

部署

pip install -r requirements.txt

添加知识

python build.py --type pdf --url xxxx #可以是远程地址和本地文件路径
python build.py --type web --url http://xxxxxx #网页

启动前端

python chatshell.py

包含模块

  • parser.py 解析文档
  • splitter.py 文本分片
  • embedding*.py 词向量生成
  • store.py 知识的本地存储
  • prompt.py 提示词生成
  • llm*.py 回答生成的大语言模型
  • config.py 配置解析
  • build.py 本地知识维护
  • chatshell.py 网页版的前端
  • application.py 组织问答系统的各模块

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