Key Outcome
14% reduction in non-factual citations compared to naive RAG baseline.
Built a retrieval-augmented generation pipeline for internal knowledge bases. Key innovations: hybrid search (semantic + keyword), citation verification layer, and safety guardrails aligned with Constitutional AI principles.
#RAG
#LangChain
#Qdrant
#AI Safety