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RAG Chunking Strategies: 5 Experiments and What Actually Worked

Semantic chunking with overlap outperformed fixed-size chunks by 23% on retrieval accuracy, but the gains vanish for queries requiring multi-hop reasoning.

12 min read
#RAG#LLM#embeddings

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Growing Knowledge

Validated with experiments. This assessment reflects my current understanding and may be updated as I learn more.