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KnowledgeWithChatGLM

介绍

KnowledgeWithChatGLM是一个基于向量索引库Milvus和ChatGLM-6B实现的知识库问答应用

运行环境

  • 该项目默认基于GPU启动运行，需要安装nvidia驱动和cuda驱动
  • python 3.8+
  • milvus

检查pytorch是否支持GPU

import torch

print(torch.cuda.is_available())

使用方式

  1. pip install -r requirements.txt
  2. 部署milvus服务: docker-compose up -d
  3. 初始化向量索引库，将文档预处理并转为向量建立索引: python document_preprocess.py
  4. 启动服务: python web_demo.py

如果对本项目源码有更多的好奇，可以参考以下文章chatglm实现基于知识库问答的应用

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