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MyEngineeringPath — Advanced RAG: Hybrid Search, Reranking & Knowledge Graphs (2026)

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2026-06-05

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  1. 2026-06-05 / SKILLSSemantic chunking: split documents where consecutive-sentence cosine similarity drops below a thresholdInstead of fixed-size windows, embed sentences and start a new chunk each time cosine similarity between consecutive sentences falls below a set threshold, so chunk boundaries fall on real topic shifts. This keeps semantically coherent context together and is a cheap preprocessing change that improves retrieval precision before any reranking is added.
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