diff --git a/ADOPTERS.md b/ADOPTERS.md new file mode 100644 index 00000000..2f7617f7 --- /dev/null +++ b/ADOPTERS.md @@ -0,0 +1,86 @@ + + +# ADOPTERS + +Short public adoption summary for WFGY. + +This page highlights the **strongest current public examples** of where WFGY has already been integrated, adapted, cited, or wrapped in the open ecosystem. + +It is **not** a customer list, **not** an enterprise logo page, and **not** a claim that every listed project uses the full WFGY ecosystem. + +At the current stage, the clearest public adoption is concentrated around the **WFGY ProblemMap / 16-problem failure checklist** line. + +For the full and continuously maintained recognition log, see: + +- [WFGY Recognition Map](https://github.com/onestardao/WFGY/blob/main/recognition/README.md) + +## Strongest current public adoption examples + +These are the strongest public examples because they involve one or more of the following: + +- merged documentation integrations +- direct tool wrapping +- official troubleshooting references +- research-facing citation or adaptation +- structured reuse of the WFGY ProblemMap + +| Project | Stars | Segment | What is publicly visible | Proof | +| --- | --- | --- | --- | --- | +| [RAGFlow](https://github.com/infiniflow/ragflow) | [![GitHub Repo stars](https://img.shields.io/github/stars/infiniflow/ragflow?style=social)](https://github.com/infiniflow/ragflow) | Mainstream RAG engine | RAG troubleshooting material adapted from the WFGY 16-problem failure map for structured pipeline diagnostics. | [PR #13204](https://github.com/infiniflow/ragflow/pull/13204) | +| [LlamaIndex](https://github.com/run-llama/llama_index) | [![GitHub Repo stars](https://img.shields.io/github/stars/run-llama/llama_index?style=social)](https://github.com/run-llama/llama_index) | Mainstream RAG infra | Official troubleshooting docs integrate the WFGY 16-problem checklist as a structured failure reference. | [PR #20760](https://github.com/run-llama/llama_index/pull/20760) | +| [FlashRAG](https://github.com/RUC-NLPIR/FlashRAG) | [![GitHub Repo stars](https://img.shields.io/github/stars/RUC-NLPIR/FlashRAG?style=social)](https://github.com/RUC-NLPIR/FlashRAG) | Academic lab / RAG research toolkit | Documentation adapts the WFGY ProblemMap as a structured RAG failure checklist for reproducible debugging. | [PR #224](https://github.com/RUC-NLPIR/FlashRAG/pull/224) | +| [ToolUniverse (Harvard MIMS Lab)](https://github.com/mims-harvard/ToolUniverse) | [![GitHub Repo stars](https://img.shields.io/github/stars/mims-harvard/ToolUniverse?style=social)](https://github.com/mims-harvard/ToolUniverse) | Academic lab / tools | Includes a `WFGY_triage_llm_rag_failure` tool that wraps the 16-mode map for incident triage. | [PR #75](https://github.com/mims-harvard/ToolUniverse/pull/75) | +| [LightAgent](https://github.com/wanxingai/LightAgent) | [![GitHub Repo stars](https://img.shields.io/github/stars/wanxingai/LightAgent?style=social)](https://github.com/wanxingai/LightAgent) | Agent framework | Documentation includes a multi-agent troubleshooting section built around WFGY-style failure mapping. | [PR #24](https://github.com/wanxingai/LightAgent/pull/24#event-23265428525) | +| [Rankify (Univ. of Innsbruck)](https://github.com/DataScienceUIBK/Rankify) | [![GitHub Repo stars](https://img.shields.io/github/stars/DataScienceUIBK/Rankify?style=social)](https://github.com/DataScienceUIBK/Rankify) | Academic lab / system | Uses the 16 failure patterns in RAG and re-ranking troubleshooting docs. | [PR #76](https://github.com/DataScienceUIBK/Rankify/pull/76) | +| [Multimodal RAG Survey (QCRI LLM Lab)](https://github.com/llm-lab-org/Multimodal-RAG-Survey) | [![GitHub Repo stars](https://img.shields.io/github/stars/llm-lab-org/Multimodal-RAG-Survey?style=social)](https://github.com/llm-lab-org/Multimodal-RAG-Survey) | Academic lab / survey | Publicly cites WFGY as a practical diagnostic resource for multimodal RAG. | [PR #4](https://github.com/llm-lab-org/Multimodal-RAG-Survey/pull/4) | + +## What this page means + +The safest reading is: + +- WFGY already has real public ecosystem traction +- the strongest traction today is around the **ProblemMap** line +- WFGY is most visible as a **diagnostic and debugging layer** for RAG and agent systems +- this is stronger than a purely theoretical project, but should **not** be exaggerated into full enterprise-adoption claims + +## What this page does not claim + +This page does not claim that: + +- every listed project is a paid customer +- every listed project uses the full WFGY ecosystem +- every listed project has deployed WFGY in production +- every public reference implies endorsement of all WFGY directions + +This page is intentionally narrow: it shows the strongest public adoption evidence first. + +## Need the full list? + +For the full, continuously maintained ecosystem record, including broader curated lists, discussions, and weaker-but-still-useful public mentions, go to: + +- [WFGY Recognition Map](https://github.com/onestardao/WFGY/blob/main/recognition/README.md) + +## Related pages + +- [WFGY main repository](https://github.com/onestardao/WFGY) +- [WFGY Recognition Map](https://github.com/onestardao/WFGY/blob/main/recognition/README.md) +- [RAG 16 Problem Map](https://github.com/onestardao/WFGY/blob/main/ProblemMap/README.md) +- [Global Debug Card](https://github.com/onestardao/WFGY/blob/main/ProblemMap/wfgy-rag-16-problem-map-global-debug-card.md) +- [Work with WFGY](https://github.com/onestardao/WFGY/blob/main/WORK_WITH_WFGY.md)