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2 docs tagged with "chunking"

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Text Splitters

Embedding models and context windows both have limits, so a loaded Document almost always needs to be broken into smaller pieces — chunks — before it can be indexed. Splitting is where retrieval quality is won or lost; get it wrong and no amount of prompt tuning fixes it downstream.