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Ask questions about your documents with hallucination-resistant, self-correcting RAG pipeline
Hybrid Retrieval
Self-Correction
Source Grounding
Cross-Encoder
Pipeline Trace
1
Query Received
Waiting for a question…
2
Hybrid Retrieval
ChromaDB + BM25 + RRF fusion
3
Cross-Encoder Rerank
Score & filter top passages
4
LLM Generation
LLaMA 3.3 70B via Groq
5
Hallucination Check
Validate against source docs
6
Response Delivery
Final validated answer
Press Enter to send · Streaming mode available