Chat-with-pdf-rag Alternatives

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My RAG pipeline couldn't find the CEO — here's how I fixed it with hybrid retrieval
1 project | dev.to | 3 Jun 2026

v2 (hybrid retrieval): github.com/santanu2908/chat-with-pdf-rag
I built a RAG pipeline from scratch — no LangChain, just FastAPI + FAISS
1 project | dev.to | 30 May 2026

I created a fictional 5-page company document and threw 19 questions at the pipeline. Questions ranged from simple lookups to multi-hop reasoning to negative tests (questions the document can't answer).

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santanu2908/chat-with-pdf-rag is an open source project licensed under MIT License which is an OSI approved license.

The primary programming language of chat-with-pdf-rag is Python.