rag-retrieval-debugger
CommunityDiagnose and fix hybrid retrieval in RAG.
AuthorGzmomo001
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Diagnose and fix issues in the hybrid retrieval pipeline (BM25 + embeddings + RRF) for antifraud RAG systems.
Core Features & Use Cases
- Diagnose and reproduce retrieval issues across BM25, embedding, and RRF fusion stages.
- Verify service health by testing the embedding service, BM25 queries, and vector search, then apply targeted fixes.
- Use case: when analyze endpoints return unexpected results or scores, follow the debugging workflow to isolate and resolve the problem.
Quick Start
Start a debugging session for a failing retrieval query and follow the workflow to diagnose and fix the hybrid search.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: rag-retrieval-debugger Download link: https://github.com/Gzmomo001/antichet_RAG/archive/main.zip#rag-retrieval-debugger Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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