Search & KnowledgeLetter C1 min read
In plain English
Splitting large documents into smaller pieces for efficient retrieval and RAG.
Full definition
Chunking breaks long content into segments that fit model context windows while preserving meaning. Good chunk boundaries improve search recall and answer precision.
AshnaAI vectorizes uploaded content automatically, applying chunking strategies suited for Q&A and agent knowledge bases.
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RAG done right: ingestion and chunking
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