Production RAG Pipeline

Hybrid retrieval (BM25 + Dense) → Reranking → LLM generation via Groq. Embedding: BAAI/bge-small-en-v1.5 | Reranker: cross-encoder/ms-marco-MiniLM-L-6-v2

Your Question

Hybrid α (0=BM25, 1=Dense)

0 1

Final Top-K Results

Use LLM (Groq)

Reformulate query (better retrieval)

Ask a question to get started.

Retrieved Sources