Skipping metadata filtering in RAG systems causes the system to consume over 70% of the context window on irrelevant chunks, retrieve stale data, increase latency, and lower recall.

Authors

• Person: Sumit Umbardand Organization: LinkedIn
  RAG Hallucinations: Retrieval Success ≠ Generation Accuracy

Sources

• RAG Hallucinations: Retrieval Success ≠ Generation Accuracy www.linkedin.com Sumit Umbardand · LinkedIn via serper

Referenced by nodes (3)

• Retrieval-Augmented Generation (RAG) concept
• recall concept
• latency concept