ConardLi/rag-skill
Emerging#2 in Open sourcelow confidence
Agent skill that answers questions over local PDF, Excel and Markdown files using layered directory indexes and grep instead of embeddings.Why it ranks #2
No written reasoning for this entry yet — its position comes from aggregated source rankings alone.
Strengths and limitations
No strengths or limitations recorded yet.
Pricing
No pricing has been recorded for this entry.
Signals
Observations, not reasons. These say something resonated; they never say it is good.- GitHub (stars) #5
- GitHub (created in the last year) #2
What the ranking used
The aggregate inputs behind this position, as they were read.Quick facts
More in this area
The rest of the Open source column.- 1LangChainThe de-facto framework for building RAG and knowledge-base apps — chains, agents, and connectors to every model and vector store. The category's recognized leader (~142k stars).
- 2DifyOpen-source LLM app platform with a built-in knowledge base, document ingestion, and RAG pipeline behind a full UI; the highest-starred option here (~150k stars).
- 3RAGFlowDedicated open-source RAG engine with deep document parsing, knowledge-base management, and a zero-code web UI (~86k stars).
- 4AnythingLLMAll-in-one desktop/self-hosted app that turns your documents into a private chat knowledge base out of the box (~64k stars).
- 5LlamaIndexThe data framework for indexing and querying your private content; the reference toolkit for document-QA knowledge bases (~51k stars).
- 6QuivrOpinionated RAG 'second brain' you can plug into your apps to store and query your documents (~39k stars).