Chunking
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How to Chunk Text for RAG: Methods, Code, and Metrics
Chunk text for RAG by splitting on headings, capping chunks with the embedding model's tokenizer, and scoring recall at a fixed token budget.
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RAG Retrieval Debugging: Why Results Come Back Wrong
A stage-by-stage checklist for RAG retrieval failures: isolate the fault to extraction, chunking, embedding, filtering or ranking before changing anything.
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RAG Chunking Strategy: Picking Chunk Size and Overlap
Explains how to choose RAG chunk size and overlap, split on document structure, add retrieval metadata and measure recall before tuning.