Open Internet by MindsNet

Overcoming RAG System Failure Modes

The author encountered several challenges while building a RAG system, including issues with chunking, stale index, hybrid search, and LLM hallucinations. These problems led to confidently wrong answers and poor system performance. The author had to identify and address these issues to improve the system's accuracy and reliability.

Computing & Technology, Computer Science, Artificial Intelligence