# 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.

- Skill: `agentskillexchange/serve-production-agentic-rag-through-r2r` (Agent Skill)
- Install (CLI): `npx skillmds@latest add agentskillexchange/serve-production-agentic-rag-through-r2r`
- Raw SKILL.md: https://api.skillmd.com/api/skills/agentskillexchange/serve-production-agentic-rag-through-r2r/raw
- Safety review: pending (external: skill-scanner PASS, skillspector PASS)
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: AI & ML
- Author: agentskillexchange (https://skillmd.com/u/agentskillexchange)
- Updated: 2026-09-08
- Page: https://skillmd.com/skills/agentskillexchange/serve-production-agentic-rag-through-r2r

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# 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/)