# Building an AI-Powered Team Knowledge Base with Cloudflare AutoRAG and Next.js

DevFeed: [Building an AI-Powered Team Knowledge Base with Cloudflare AutoRAG and Next.js](<https://devfeed.tech/articles/ragnarok-creating-an-ai-powered-knowledge-base-for-your-team-is-easier-cheaper-than-you-might-think-23706.md>)

Original publisher: [Read original article](<https://engineering.theblueground.com/ragnarok-creating-an-ai-powered-knowledge-base-for-your-team-is-easier-cheaper-than-you-might-think/>)

Author: Pavlos Petros Tournaris

Published: 2025-04-28T16:02:54Z

Content type: tutorial

Language: en

Sources: [Blueground Engineering blog](<https://devfeed.tech/sources/blueground-engineering-blog.md>)

Topics: [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [Cloudflare](<https://devfeed.tech/topics/cloudflare.md>), [Next.js](<https://devfeed.tech/topics/next-js.md>), [API](<https://devfeed.tech/topics/api.md>), [Front end](<https://devfeed.tech/topics/frontend.md>), [knowledge-management](<https://devfeed.tech/topics/knowledge-management.md>), [Code](<https://devfeed.tech/topics/code.md>), [coding](<https://devfeed.tech/topics/coding.md>), [Streaming](<https://devfeed.tech/topics/streaming.md>), [ui](<https://devfeed.tech/topics/ui.md>), [Markdown](<https://devfeed.tech/topics/markdown.md>), [Vibe coding](<https://devfeed.tech/topics/vibe-coding.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [api](<https://devfeed.tech/tags/api.md>), [article](<https://devfeed.tech/tags/article.md>), [cloudflare](<https://devfeed.tech/tags/cloudflare.md>), [code](<https://devfeed.tech/tags/code.md>), [coding](<https://devfeed.tech/tags/coding.md>), [frontend](<https://devfeed.tech/tags/frontend.md>), [knowledge-management](<https://devfeed.tech/tags/knowledge-management.md>), [markdown](<https://devfeed.tech/tags/markdown.md>), [next-js](<https://devfeed.tech/tags/next-js.md>), [streaming](<https://devfeed.tech/tags/streaming.md>), [ui](<https://devfeed.tech/tags/ui.md>), [vibe-coding](<https://devfeed.tech/tags/vibe-coding.md>)

## AI overview

The article describes how Blueground's Platform team built an AI-powered internal knowledge base using Cloudflare AutoRAG, Next.js, and targeted in-house development. It integrates Terraform documentation and content from Outline, with streaming, context-aware responses and a responsive frontend.

## Source excerpt

Introduction Building an AI-powered knowledge base for your teams is faster, easier, and more cost-effective than you might expect. You don't need to engage expensive knowledge base vendors or invest in heavy bespoke solutions--instead, with emerging tools like Cloudflare's AutoRAG, Next.js,