OpenAgentSkill Registry Manifest
Skill: Ragbase
Slug: curiousily-ragbase
Category: rag-knowledge
Description: 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.

Agent fit:
- Decision: 37/100 Needs manual review
- Primary fit: RAG and knowledge
- Role: Needs validation

Supply profile:
- Track: Research and knowledge work
- Scenario: RAG and knowledge
- Applicable agents: Claude Code, LangChain, CLI, Codex, Cursor
- Maintenance: 2y since push
- Risk: Needs review

Trust:
- Trust score: 74/100 Strong shortlist
- Audit: 66/100 Needs review

Attribution:
- Status: Community indexed
- Source: GitHub star discovery
- Creator: curiousily
- Claim URL: https://www.openagentskill.com/skills/curiousily-ragbase#claim-this-skill

Install:
npx skills add curiousily/ragbase

URLs:
- Web: https://www.openagentskill.com/skills/curiousily-ragbase
- API: https://www.openagentskill.com/api/agent/skills/curiousily-ragbase
- Install API: https://www.openagentskill.com/api/skills/curiousily-ragbase/install
- Repository: https://github.com/curiousily/ragbase