Introducing AutoRAG: fully managed Retrieval-Augmented Generation on Cloudflare

Today we’re excited to announce AutoRAG in open beta, a fully managed Retrieval-Augmented Generation (RAG) pipeline powered by Cloudflare, designed to simplify how developers integrate context-aware AI into their applications. RAG is a method that improves the accuracy of AI responses by retrieving information from your own data, and providing it to the large language model (LLM) to generate more grounded responses.

Building a RAG pipeline is a patchwork of moving parts. You have to stitch together multiple tools and services — your data storage, a vector database, an embedding model, LLMs, and custom indexing, retrieval, and generation logic — all just to get started. Maintaining it is even harder. As your data changes, you have to manually reindex and regenerate embeddings to keep the system relevant and performant. What should be a simple “ask a question, get a smart answer” experience becomes a brittle pipeline of glue code, fragile integrations, and constant upkeep.

AutoRAG removes that complexity. With just a few clicks, it delivers a fully-managed RAG pipeline end-to-end: from ingesting your data and automatically chunking and embedding it, to storing vectors in Cloudflare’s Vectorize database, performing semantic retrieval, and generating high-quality responses using Workers AI. AutoRAG continuously monitors Continue reading

Race ahead with Cloudflare Pages build caching

Today, we are thrilled to release a beta of Cloudflare Pages support for build caching! With build caching, we are offering a supercharged Pages experience by helping you cache parts of your project to save time on subsequent builds.

For developers, time is not just money – it’s innovation and progress. When every second counts in crunch time before a new launch, the “need for speed” becomes critical. With Cloudflare Pages’ built-in continuous integration and continuous deployment (CI/CD), developers count on us to drive fast. We’ve already taken great strides in making sure we’re enabling quick development iterations for our users by making solid improvements on the stability and efficiency of our build infrastructure. But we always knew there was more to our build story.

Quick pit stops

Build times can feel like a developer's equivalent of a time-out, a forced pause in the creative process—the inevitable pit stop in a high-speed formula race.

Long build times not only breaks the flow of individual developers, but it can also create a ripple effect across the team. It can slow down iterations and push back deployments. In the fast-paced world of CI/CD, these delays can drastically impact productivity and the delivery Continue reading