在本项目中使用Haystack框架实现模拟健康档案私有知识库构建和检索全流程,通过一份代码实现了同时支持多种大模型(如OpenAI、阿里通义千问等)的RAG(检索增强生成)功能:(1)离线步骤:文档加载->文档切分->向量化->灌入向量数据库;在线步骤:获取用户问题->用户问题向量化->检索向量数据库->将检索结果和用户问题填入prompt模版->用最终的prompt调用LLM->由LLM生成回复
☆35Dec 21, 2024Updated last year
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