# onestardao/wfgy

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1,489 stars · 125 forks · Jupyter Notebook · mit

## Links

- GitHub: https://github.com/onestardao/WFGY
- Homepage: https://github.com/onestardao/WFGY
- awesome-repositories: https://awesome-repositories.com/repository/onestardao-wfgy.md

## Topics

`ai-interpretability` `alignment` `embedding` `hallucination` `knowledge-graph` `llm` `open-source` `rag` `reasoning` `semantic-engine` `semantic-inference` `semantic-residue` `semantic-resonance` `semantic-tension` `symbolic-reasoning` `transformer` `txt-os` `wanfaguiyi`

## Tags

### Part of an Awesome List

- [AI Security Frameworks](https://awesome-repositories.com/f/awesome-lists/ai/ai-security-frameworks.md) — Diagnostic handbook for identifying and remediating AI failure modes.
- [Evaluation Frameworks](https://awesome-repositories.com/f/awesome-lists/ai/evaluation-frameworks.md) — Checklist for diagnosing RAG and LLM pipeline failures.
- [Explainable AI Libraries](https://awesome-repositories.com/f/awesome-lists/ai/explainable-ai-libraries.md) — Experimental tools for model explanation and analysis.
- [GraphRAG Frameworks](https://awesome-repositories.com/f/awesome-lists/ai/graphrag-frameworks.md) — Toolkit for identifying failure modes in retrieval and LLM pipelines.
- [RAG Frameworks and Toolkits](https://awesome-repositories.com/f/awesome-lists/ai/rag-frameworks-and-toolkits.md) — Structured troubleshooting guide for identifying RAG system failures.
- [Reliability and Debugging](https://awesome-repositories.com/f/awesome-lists/ai/reliability-and-debugging.md) — Open-source debugging infrastructure for RAG and AI agents. Includes 16-problem RAG failure map and TXT stress-test engine.
- [Testing and Quality](https://awesome-repositories.com/f/awesome-lists/ai/testing-and-quality.md) — Checklist for diagnosing RAG and LLM failure modes.
- [Quantitative Research Tools](https://awesome-repositories.com/f/awesome-lists/devtools/quantitative-research-tools.md) — Framework for stress testing LLM agents and RAG pipelines.