Cloudflare AI Search
Use AI Search for managed content indexing and retrieval, with optional answer generation. Start with How AI Search works.
Choose the right product
- Managed search or RAG over your content: AI Search.
- Custom embeddings and vector-index management: Vectorize.
- Model inference without a managed retrieval pipeline: Workers AI.
For freshness requirements, read Syncing for your data source before choosing an architecture. Use the current limits and pricing instead of assuming a fixed indexing interval or account limit.
Find the right documentation
Read the linked page before implementing; these references route to the maintained documentation instead of copying API examples or configuration.
| Task | Start here |
|---|---|
| Build a new Worker integration | Workers binding quick start |
| Choose an API or maintain an existing integration | API routes |
| Connect data, configure indexing, or manage environments | Configuration routes |
| Choose retrieval, generation, or tenant isolation patterns | Pattern routes |
| Diagnose indexing, authentication, filters, or limits | Troubleshooting routes |
Existing env.AI.autorag() integrations can continue to work. Use the migration guide when upgrading; migration is not required just to maintain an existing integration.