检索增强生成(RAG)知识库
一个复杂的知识管理系统,结合文档存储和AI驱动的检索与生成能力
ai完成日期: 2024-01
项目详情
This RAG Knowledge Base system transforms how organizations manage and access their internal knowledge. By combining vector search technology with large language models, the platform enables natural language queries against company documentation, policies, and procedures. The system intelligently retrieves the most relevant information and generates comprehensive, contextually appropriate responses, significantly improving knowledge worker productivity and ensuring consistent access to accurate information.
客户
LegalTech Innovations
使用的技术
Next.jsFastAPIOpenAI EmbeddingsPineconeLangChainPostgreSQL
主要功能
- 具有自动分块和嵌入的文档处理管道
- 由向量数据库技术支持的语义搜索
- 带源引用的AI辅助响应生成
- 收集用户反馈以持续改进
- 与现有文档管理系统集成
- 基于角色的敏感信息访问控制