How to (2)

Last updated Jul 8, 2026 These guides walk through common AI Search use cases, from no-code setups to full agent applications. Use the difficulty column to find the right place to start.

Guide Difficulty What you build
Add search to your website Beginner Add a search bar, chat bubble, and search modal to a site with the prebuilt UI snippets.
Connect your AI Search to an MCP client Beginner Expose your indexed content as a search tool for any MCP client or AI assistant, with no code.
Create a simple search engine Beginner Query an instance from a Worker using the search binding.
Multitenancy Intermediate Keep each tenant's data separate with a per-tenant instance or a shared instance and metadata filtering.
Search multiple sources at once Intermediate Search a shared knowledge base and a tenant-specific one together in a single query.
Fetch and index single web pages Intermediate Use Browser Run to fetch a page's rendered HTML, index it, and search it from one Worker.
Bring your own generation model Intermediate Use AI Search for retrieval and an external model, such as OpenAI, for generation.
Show source citations in responses Intermediate Return AI-generated answers with citations to the source documents that informed them.
Human-in-the-loop knowledge base updates Advanced Build an agent that proposes new documents and pauses for human approval, with rollback.

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description: Create an AI Search instance that indexes your website, then add a search bar, chat bubble, and search modal to your React site with the UI snippet components. title: Add search to your website image: https://developers.cloudflare.com/ai-search/how-to/add-search-to-your-website/og.png?v=14764cbfbe4d2898


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