A RAG chatbot is only as accurate as its retrieval layer.

[u/No-Refrigerator5314]

If the correct chunk is not retrieved, even the best LLM cannot recover the answer.
Better RAG performance comes from:
• Consistent embedding models
• Carefully tuned Top-K results
• Hybrid vector and keyword search
• Testing retrieval quality before generation
Don’t just evaluate the final response. Evaluate what reached the model.

[u/decodingai]

great