Skill comparison
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Strongest overall
Ragbase
Do a manual repository review before adding this to an agent workflow.
Fastest prototype
Ragbase
Best first install candidate based on install readiness and adoption.
Freshest repo
Ragbase
Most recent maintenance signal among this shortlist.
| Signal | Ragbase Completely local RAG. Chat with your PDF documents (with open LLM) and UI to that uses LangChain, Streamlit, Ollama (Llama 3.1), Qdrant and advanced methods like reranking and semantic chunking. |
|---|---|
| Quality | 47/100 Needs review |
| Decision verdict | 37/100 Needs manual review Do a manual repository review before adding this to an agent workflow. |
| Adoption | 128 stars 0 installs |
| Freshness | Jul 26, 2024 |
| Use-case fit | |
| Stack fit | |
| Platform hints | Python, RAG, Claude Code, LangChain |
| Warnings | Repository looks stale · No OpenAgentSkill engagement data yet |
| Best for | RAG and knowledge workflows · Claude Code teams · builders willing to evaluate younger projects |
| Not ideal for | teams that require actively maintained dependencies · production agents without a repository review |
| OpenAgentSkill engagement | 0 views 0 install copies |
| Install | $ npx skills add curiousily/ragbase |