ai-rag-pipeline
ai-rag-pipeline is an agent skill published by 101-skills, listed under deploy & operate. It lives in the inference-sh/skills repository, which has 781 GitHub stars; we last read it on 2026-09-16.
Build RAG (Retrieval Augmented Generation) pipelines with web search and LLMs. Tools: Tavily Search, Exa Search, Exa Answer, Claude, GPT-4, Gemini via OpenRouter. Capabilities: research, fact-checking, grounded responses, knowledge retrieval. Use for: AI agents, research assistants, fact-checkers, knowledge bases. Triggers: rag, retrieval augmented generation, grounded ai, search and answer, research agent, fact checking, knowledge retrieval, ai research, search + llm, web grounded, perplexity alternative, ai with sources, citation, research pipeline
Install
skills is a generic installer for any repository of Claude agent skills -- it reads inference-sh/skills’s own structure rather than assuming one, the same way this page reads the skill’s own SKILL.md rather than assuming a format.
npx skills add inference-sh/skills
What it connects to
Unverified means a mention in the skill’s own description, not a citation. A wrong claim here costs nothing to correct and nothing to trust yet.
Maintenance
Build RAG (Retrieval Augmented Generation) pipelines with web search and LLMs. Tools: Tavily Search, Exa Search, Exa Answer, Claude, GPT-4, Gemini via OpenRouter. Capabilities: research, fact-checking, grounded responses, knowledge retrieval. Use for: AI agents, research assistants, fact-checkers, knowledge bases. Triggers: rag, retrieval augmented generation, grounded ai, search and answer, research agent, fact checking, knowledge retrieval, ai research, search + llm, web grounded, perplexity alternative, ai with sources, citation, research pipeline
ai-rag-pipeline compared with similar skills
| Skill | Publisher | What it does | Repo stars | Last update |
|---|---|---|---|---|
| ai-rag-pipeline (this page) | 101-skills | Build RAG (Retrieval Augmented Generation) pipelines with web search and LLMs. Tools: Tavily Search, Exa Sear… | 781 | 2026-10-15 |
| internal-comms | anthropic | A set of resources to help me write all kinds of internal communications, using the formats that my company l… | 183,845 | 2026-10-09 |
| xlsx | anthropic | Use this skill any time a spreadsheet file is the primary input or output. This means any task where the user… | 183,845 | 2026-10-09 |
| ci-cd-and-automation | addyosmani | Automates CI/CD pipeline setup. Use when setting up or modifying build and deployment pipelines. Use when you… | 110,611 | 2026-10-13 |
| observability-and-instrumentation | addyosmani | Instruments code so production behavior is visible and diagnosable. Use when adding logging, metrics, tracing… | 110,611 | 2026-10-13 |
| agent-platform-endpoint-management | Manages Agent Platform serving endpoints. Use when you need to create, list, describe, update, or delete serv… | 21,580 | 2026-10-25 | |
| agent-platform-model-registry | Agent Platform Model Registry Management. Use when you need to upload, list, describe, update, or delete mach… | 21,580 | 2026-10-25 |
Skills from the same repository first, then others for this job by repository stars. Figures are from each repository when we last read it.
Common questions about ai-rag-pipeline
- What does ai-rag-pipeline do?
- Build RAG (Retrieval Augmented Generation) pipelines with web search and LLMs. Tools: Tavily Search, Exa Search, Exa Answer, Claude, GPT-4, Gemini via OpenRouter. Capabilities: research, fact-checking, grounded responses, knowledge retrieval. Use for: AI agents, research assistants, fact-checkers, knowledge bases. Triggers: rag, retrieval augmented generation, grounded ai, search and answer, research agent, fact checking, knowledge retrieval, ai research, search + llm, web grounded, perplexity alternative, ai with sources, citation, research pipeline
- How do I install ai-rag-pipeline?
- Run npx skills add inference-sh/skills. The skills installer reads the repository’s own structure, so it works for any repository of agent skills.
- Who publishes ai-rag-pipeline?
- 101-skills.
- Is ai-rag-pipeline maintained, and what licence does it use?
- Its repository has 781 GitHub stars and its state in our directory is listed. Its last commit we recorded was on 2026-10-15. We did not find a declared licence, so check the repository before you rely on it.
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- internal-commsby anthropic
- xlsxby anthropic