Ingest documents, expose hybrid retrieval and agentic RAG APIs, and give agents a production retrieval service with citations and reviewable document operations.
Installs into .claude/skills of the current project.
Are you the author of Serve Production Agentic Rag Through R2r?
Add the live security badge to your README. It updates with every re-scan.
[](https://www.skillsdirectory.com/skills/agentskillexchange-serve-production-agentic-rag-through-r2r)
---
name: "Serve production agentic RAG through R2R"
slug: "serve-production-agentic-rag-through-r2r"
description: "Ingest documents, expose hybrid retrieval and agentic RAG APIs, and give agents a production retrieval service with citations and reviewable document operations."
github_stars: 7884
verification: "listed"
source: "https://github.com/SciPhi-AI/R2R"
author: "SciPhi-AI"
publisher_type: "organization"
category: "Research & Scraping"
framework: "Multi-Framework"
tool_ecosystem:
github_repo: "SciPhi-AI/R2R"
github_stars: 7884
npm_package: "r2r-js"
npm_weekly_downloads: 3541
---
# Serve production agentic RAG through R2R
Ingest documents, expose hybrid retrieval and agentic RAG APIs, and give agents a production retrieval service with citations and reviewable document operations.
## Prerequisites
Python or Docker, R2R server, API keys for the selected model provider, optional JavaScript SDK
## Installation
No source-backed install or usage instructions could be extracted automatically. Review the upstream project before running this skill in a sensitive workflow.
- Source: https://github.com/SciPhi-AI/R2R
## Documentation
- https://r2r-docs.sciphi.ai/
## Source
- [Agent Skill Exchange](https://agentskillexchange.com/skills/serve-production-agentic-rag-through-r2r/)
