AI TOOL
RAG Chunk Quality Scorer
Score RAG chunks for retrieval quality. Check size, query coverage, headings, entity preservation, ambiguity, and overlap before indexing.
Reviewed and refreshed on 2026-06-17.
Browser-side analysis
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Copyable report
AI
WHY THIS EXISTS
A practical niche tool, not a generic text box
Score RAG chunks for retrieval quality. Check size, query coverage, headings, entity preservation, ambiguity, and overlap before indexing. The output is intentionally broken into visible signals so a user can improve the input, rerun the check, and understand what changed.
- Runs on pasted text locally and shows the inspected chunk boundaries.
- Separates chunk quality from embedding-model or vector-database claims.
- Highlights ambiguous chunks before they enter a retrieval index.