W
🔄 Updated Mar 2026
Overview
Structured 16-problem checklist for diagnosing common RAG and LLM failure modes.
Problem It Solves
Diagnosing common RAG and LLM failure modes
Target Audience: AI developers, researchers, and engineers working with RAG and LLMs
Inputs
Outputs
- • Diagnostic insights
Example Workflow
- 1 Identify problem category
- 2 Check relevant sub-problems
- 3 Apply fixes
Tools & Technologies
Alternatives
FAQs
- Is this agent open-source?
- True
- Can this agent be self-hosted?
- False
- What skill level is required?
- Intermediate
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WFGY Problem Map