Suggestion: add WFGY Problem Map (RAG / LLM debugging checklist) as a complementary resource

[onestardao]

Hi ydata-profiling team,

first of all, thank you for building such a useful tool for fast exploratory data analysis and data quality checks.

I maintain an MIT-licensed project called WFGY Problem Map, which is a 16-question diagnostic checklist for RAG / LLM pipelines in production. While ydata-profiling focuses on data quality at the table level, WFGY focuses on what happens after those tables are turned into documents, chunks, and vector indices for LLMs.

Why I think this could be useful for your users:

• Many engineers now use ydata-profiling as a first step before pushing data into vector stores or LLM pipelines.
• Several of the 16 failure modes are about “silent breaks” between the nicely profiled dataset and the actual retrieval behavior of the LLM system.
• The checklist is framework-agnostic and can sit alongside existing EDA tools.

External references for WFGY Problem Map include:

• ToolUniverse (Harvard MIMS Lab)
• Multimodal RAG Survey (QCRI LLM Lab)
• Rankify (University of Innsbruck)

Suggestion:

If you think it is appropriate, would you consider adding a small “Further reading / external checklist” link in your documentation for users who are sending profiled data into RAG / LLM stacks?

“RAG / LLM debugging checklist: WFGY Problem Map (16 failure modes)”
https://github.com/onestardao/WFGY/blob/main/ProblemMap/README.md

Project home: https://github.com/onestardao/WFGY

Thank you for your time and for the great project.

Best,
PSBigBig