---
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/)