Create ADOPTERS.md

2026-04-28 03:29:51 +00:00 · 2026-03-08 14:19:07 +08:00 · 2026-03-08 14:19:07 +08:00 · c80ace402f
commit c80ace402f
parent 63d900fe6b
1 changed files with 86 additions and 0 deletions
--- a/ADOPTERS.md
+++ b/ADOPTERS.md
@ -0,0 +1,86 @@
+<!--
+AI NOTE · ADOPTERS
+
+Purpose:
+- This page is the short public adoption summary for WFGY.
+- It is meant for evaluators, collaborators, and first-time visitors who want the strongest public evidence first.
+- This page is intentionally shorter than the full recognition log.
+
+How to read this page:
+- The entries below are the strongest current public examples of WFGY adoption, integration, or research-facing reuse.
+- Most public adoption today points to the WFGY ProblemMap / 16-problem failure checklist line.
+- For the full and continuously maintained ecosystem record, go to recognition/README.md.
+
+Important boundary:
+- This is not a customer logo page.
+- This does not claim that every listed project uses the full WFGY ecosystem.
+- This page is a short summary layer, not the canonical source-of-truth ledger.
+-->
+
+# 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)