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WFGY

WFGY is heading toward WFGY 5.0 Polaris Protocol, a major open-source release for AI reasoning, RAG, agents, and real-world workflows. Includes Problem Map, Global Debug Card, WFGY 4.0, and the CFV Easter Egg.

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retrieval-augmented-generationhallucinationreasoningevaluationdebuggingllmknowledge-graphinformation-retrievalalignmentJupyter Notebookai-agentsgraphragrag

WFGY is an open-source repository (onestardao/WFGY) written in Jupyter Notebook, described as moving toward a WFGY 5.0 Polaris Protocol release covering AI reasoning, RAG, agents, and real-world workflows. Its recorded contents include a Problem Map, a Global Debug Card, WFGY 4.0, and a CFV Easter Egg; what these components do beyond their names is not documented in the available material.

Reach for it when you want to inspect a reasoning/RAG-focused project whose debugging and evaluation framing (Problem Map, Global Debug Card) matches your interests, reading the repo itself to learn the details.

Use it to

  • Explore the Problem Map and Global Debug Card contents
  • Review WFGY 4.0 notebooks in Jupyter
  • Track progress toward the 5.0 Polaris Protocol release
  • Study its approach to hallucination and retrieval topics

For Developers and researchers working on RAG, agents, and LLM reasoning

Role
rag
Language
Jupyter Notebook
Licence
custom (licence file present)
Forks
165
Open issues
10
Last push
2026-09-15
Latest release
WFGY-1.0.0 · 2025-06-12
topicsragllmreasoningdebugginghallucinationai-agents