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Description
Hi, I’d like to suggest a small practical companion resource that may be useful for users working with LinearRAG in real-world retrieval workflows.
I previously contributed a related WFGY ProblemMap reference in the GraphRAG ecosystem, including a submission to Awesome-GraphRAG, and I think a more implementation-oriented repo like LinearRAG may also benefit from a compact troubleshooting reference.
The resource is the WFGY RAG 16 Problem Map, a framework-agnostic checklist for diagnosing common downstream failure patterns in RAG and agent-style pipelines:
- retrieval misses
- stale or mismatched context
- chunking and embedding mismatch
- citation instability
- answer inconsistency
- multi-step reasoning drift
- tool and routing confusion in retrieval-heavy flows
Reference:
https://github.com/onestardao/WFGY/blob/main/ProblemMap/README.md
This checklist has already been referenced or integrated by several public RAG / LLM ecosystem projects, including:
- RAGFlow
- LlamaIndex
- ToolUniverse (Harvard MIMS Lab)
- Rankify
- Multimodal RAG Survey (QCRI LLM Lab)
I think it could work well here as a small supplemental troubleshooting page, or even just a concise “further reading” note, for users who want a structured way to debug what goes wrong after the base pipeline is already running.
If this seems appropriate, I’d be happy to open a small repo-style PR with minimal wording and scope, aligned to your documentation style.
Thanks for considering it.