---
description: AutoRAG lets you create fully-managed, retrieval-augmented generation (RAG) pipelines that continuously updates and scales on Cloudflare.
title: Create fully-managed RAG pipelines for your AI applications with AutoRAG
image: https://developers.cloudflare.com/changelog/post/2025-04-07-autorag-open-beta/og.png?v=ea520cf7226a1cf5
---

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April 7, 2025

## Create fully-managed RAG pipelines for your AI applications with AutoRAG

[AI Search](https://developers.cloudflare.com/ai-search/) [Vectorize](https://developers.cloudflare.com/vectorize/)

Copy as Markdown| [View as Markdown](https://developers.cloudflare.com/changelog/post/2025-04-07-autorag-open-beta/index.md)| [Agent setup](https://developers.cloudflare.com/agent-setup/)

[AutoRAG](https://developers.cloudflare.com/ai-search/) is now in open beta, making it easy for you to build fully-managed retrieval-augmented generation (RAG) pipelines without managing infrastructure. Just upload your docs to [R2](https://developers.cloudflare.com/r2/get-started/), and AutoRAG handles the rest: embeddings, indexing, retrieval, and response generation via API.

With AutoRAG, you can:

- **Customize your pipeline:** Choose from [Workers AI](https://developers.cloudflare.com/workers-ai) models, configure chunking strategies, edit system prompts, and more.
- **Instant setup:** AutoRAG provisions everything you need from [Vectorize](https://developers.cloudflare.com/vectorize), [AI gateway](https://developers.cloudflare.com/ai-gateway), to pipeline logic for you, so you can go from zero to a working RAG pipeline in seconds.
- **Keep your index fresh:** AutoRAG continuously syncs your index with your data source to ensure responses stay accurate and up to date.
- **Ask questions:** Query your data and receive grounded responses via a [Workers binding](https://developers.cloudflare.com/ai-search/api/search/workers-binding/) or [API](https://developers.cloudflare.com/ai-search/api/search/rest-api/).

Whether you're building internal tools, AI-powered search, or a support assistant, AutoRAG gets you from idea to deployment in minutes.

Get started in the [Cloudflare dashboard ↗︎](https://dash.cloudflare.com/?to=/:account/ai/autorag) or check out the [guide](https://developers.cloudflare.com/ai-search/get-started/) for instructions on how to build your RAG pipeline today.

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