ai-rag
Complete RAG and search engineering skill. Covers chunking strategies, hybrid retrieval (BM25 + vector), cross-encoder reranking, query rewriting, ranking pipelines, nDCG/MRR evaluation, and production search systems. Modern patterns for retrieval-augmented generation and semantic search.
Third-Party Agent Skill: Review the code before installing. Agent skills execute in your AI assistant's environment and can access your files. Learn more about security
Installation for Agentic Skill
View all platforms →skilz install vasilyu1983/AI-Agents-public/ai-ragskilz install vasilyu1983/AI-Agents-public/ai-rag --agent opencodeskilz install vasilyu1983/AI-Agents-public/ai-rag --agent codexskilz install vasilyu1983/AI-Agents-public/ai-rag --agent geminiFirst time? Install Skilz: pip install skilz
Works with 14 AI coding assistants
Cursor, Aider, Copilot, Windsurf, Qwen, Kimi, and more...
Extract and copy to ~/.claude/skills/ then restart Claude Desktop
git clone https://github.com/vasilyu1983/AI-Agents-publiccp -r AI-Agents-public/frameworks/claude-code-kit/framework/skills/ai-rag ~/.claude/skills/Need detailed installation help? Check our platform-specific guides:
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Agentic Skill Details
- Owner
- vasilyu1983 (GitHub)
- Repository
- AI-Agents-public
- Stars
- 21
- Forks
- 6
- Type
- Technical
- Meta-Domain
- data ai
- Primary Domain
- database
- Market Score
- 25
Browse Category
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