Tag: segments

RAG Optimization: Solving the Out-of-Context Chunk Problem

vandriichuk RAG Optimization Solving the Out of Context Chunk e7911f54 c4a1 418b b14e 4f6e15255c01 3 RAG Optimization: Solving the Out-of-Context Chunk Problem

Many of the problems developers face with Retrieval-Augmented Generation (RAG) boil down to this: Individual chunks don’t contain sufficient context to be properly used by the retrieval system or the Language Model (LLM). This leads to the inability to answer seemingly simple questions and, more worryingly, hallucinations.

(more…)

September 8, 2024 Add Comment