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Implementing pgVector as vector database on top of PostgreSQL, use it as retriever and pass it to LLM as RAG.
License: MIT License
llm_rag_pgvector's Introduction
- Implementing pgVector as vector database on top of PostgreSQL, use it as retriever and pass it to LLM as RAG.
- Docker: To pull pgvector, postgresql and pgadmin interface images from DockerHub and run it, setup vector database and serve as retriever.
- OpenAI account: To call the LLM api.
- Memory: 12GB and above.
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