Comparing RAG filtering strategies, no filtering results in fast but incorrect output, post-filtering only results in high latency with lower recall, and pre-filtering combined with ANN results in balanced latency and high 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 (4)

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