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Infrastructure Beginner Also known as: Spezzettamento · Segmentazione

Chunking

The process of splitting a document into smaller pieces (chunks) before computing embeddings, to make them suitable for retrieval and the context window.

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In practice

Chunking quality often dictates RAG quality: chunks too small lose context, chunks too large dilute relevance. Common strategies: fixed size with overlap, recursive by separator, semantic by topic shift.

Related terms

RAG Embedding Context window

Seen in the wild

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