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Add WFGY ProblemMap to Tools section#1117

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Add WFGY ProblemMap to Tools section#1117
onestardao wants to merge 1 commit intojosephmisiti:masterfrom
onestardao:master

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@onestardao
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Hi, and thanks for maintaining awesome-machine-learning – this list has been a reference point for many ML and LLM practitioners for years.

I maintain an MIT-licensed open-source project called WFGY (~1.5k GitHub stars).
One of its main components is a 16-problem “ProblemMap” for RAG / LLM pipelines, which catalogs common failure modes across:

  • data ingestion and chunking
  • embeddings and vector stores
  • retrievers and ranking
  • LLM routing and tool calls
  • evaluation gaps and guardrails

Proposed addition

The goal is to give ML / LLM engineers a practical checklist when their RAG or agentic systems behave erratically, so they can map symptoms to concrete failure modes and fix them systematically.

If you prefer a different section name or wording for the description, I am happy to adjust.

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