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autorag changelog
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title: Create fully-managed RAG pipelines for your AI applications with AutoRAG
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description: AutoRAG lets you create fully-managed, retrieval-augmented generation (RAG) pipelines that continuously updates and scales on Cloudflare.
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date: 2025-04-07T6:00:00Z
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---
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[AutoRAG](/autorag) is now in open beta, making it easy for you to build fully-managed retrieval-augmented generation (RAG) pipelines without managing infrasturcture. Just upload your docs to [R2](/r2/get-started/), and AutoRAG handles the rest: embeddings, indexing, retrieval, and response generation via API.
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![AutoRAG open beta demo](~/assets/images/changelog/autorag/autorag-open-beta.gif)
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With AutoRAG, you can:
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- **Customize your pipeline:** Choose from [Workers AI](/workers-ai) models, configure chunking strategies, edit system prompts, and more.
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- **Instant setup:** AutoRAG provisions everything you need from [Vectorize](/vectorize), [AI gateway](/ai-gateway), to pipeline logic for you, so you can go from zero to a working RAG pipeline in seconds.
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- **Keep your index fresh:** AutoRAG continuously syncs your index with your data source to ensure responses stay accurate and up to date.
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- **Ask questions:** Query your data and receive grounded responses via a [Workers binding](/autorag/usage/workers-binding/) or [API](/autorag/usage/rest-api/).
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Whether you're building internal tools, AI-powered search, or a support assistant, AutoRAG gets you from idea to deployment in minutes.
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Get started in the [Cloudflare dashboard](https://dash.cloudflare.com/?to=/:account/ai/autorag) or check out the [guide](/autorag/get-started/) for instructions on how to build your RAG pipeline today.

src/content/docs/autorag/index.mdx

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<Plan type="all" />
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AutoRAG lets you create fully-managed, retrieval-augmented generation (RAG) pipelines, powered by Cloudflare. With AutoRAG, you can integrate context-aware AI into your applications without managing infrastructure.
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AutoRAG lets you create fully-managed, retrieval-augmented generation (RAG) pipelines that continuously updates and scales on Cloudflare. With AutoRAG, you can integrate context-aware AI into your applications without managing infrastructure.
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You can use AutoRAG to build:
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