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05.2026
RAGKNO
Production-grade RAG with semantic reranking, hybrid retrieval, and multi-source ingestion.
FastAPIFAISSGoogle Generative AIPython
RAGKNO is a production-grade RAG system built for real documents, real users, and real latency constraints.
Features
- Hybrid retrieval with semantic reranking
- Multi-source ingestion: Google Drive, PDF, URL
- Persistent multi-session memory
- Source-cited answers
Why I built it
Most RAG demos stop at "upload a PDF." I wanted something you could actually ship.