RAG that cites its sources
AI Engineer
AWS BedrockTitan EmbeddingspgvectorReciprocal Rank Fusion
Retrieval-augmented generation only earns trust when it shows its work. Hybrid search, reciprocal rank fusion, a rerank pass, and numbered citations — so the model's answer points back at the source instead of asking you to take it on faith.
Outcomes
- Hybrid vector + keyword retrieval merged with RRF, then reranked
- Numbered citations so users can trust — and check — the answer
- Content-hash-gated re-embedding fanned out over background jobs