# AI Search

Create fully managed RAG pipelines for your AI applications

> Use [AI Search llms-full.txt](https://developers.cloudflare.com/ai-search/llms-full.txt) for the complete AI Search documentation in a single file. That file is intended for offline indexing, bulk vectorization, or large-context models.
>
> For other Cloudflare products, see the [Cloudflare documentation directory](https://developers.cloudflare.com/llms.txt).

## AI Search documentation pages

- [REST API](https://developers.cloudflare.com/ai-search/ai-search-api/index.md)
- [Overview](https://developers.cloudflare.com/ai-search/index.md): Build scalable, fully-managed RAG applications with Cloudflare AI Search. Create retrieval-augmented generation pipelines to deliver accurate, context-aware AI without managing infrastructure.
- [MCP server](https://developers.cloudflare.com/ai-search/mcp-server/index.md)
- [How AI Search works](https://developers.cloudflare.com/ai-search/concepts/how-ai-search-works/index.md)
- [Concepts](https://developers.cloudflare.com/ai-search/concepts/index.md)
- [API](https://developers.cloudflare.com/ai-search/get-started/api/index.md): Create AI Search instances programmatically using the REST API.
- [What is RAG](https://developers.cloudflare.com/ai-search/concepts/what-is-rag/index.md)
- [Get started](https://developers.cloudflare.com/ai-search/get-started/index.md): Create fully-managed, retrieval-augmented generation pipelines with Cloudflare AI Search.
- [Dashboard](https://developers.cloudflare.com/ai-search/get-started/dashboard/index.md): Create and configure AI Search using the Cloudflare dashboard.
- [Similarity cache](https://developers.cloudflare.com/ai-search/configuration/cache/index.md)
- [Chunking](https://developers.cloudflare.com/ai-search/configuration/chunking/index.md)
- [Configuration](https://developers.cloudflare.com/ai-search/configuration/index.md)
- [Indexing](https://developers.cloudflare.com/ai-search/configuration/indexing/index.md)
- [Metadata](https://developers.cloudflare.com/ai-search/configuration/metadata/index.md)
- [Path filtering](https://developers.cloudflare.com/ai-search/configuration/path-filtering/index.md)
- [Query rewriting](https://developers.cloudflare.com/ai-search/configuration/query-rewriting/index.md)
- [Reranking](https://developers.cloudflare.com/ai-search/configuration/reranking/index.md)
- [Retrieval configuration](https://developers.cloudflare.com/ai-search/configuration/retrieval-configuration/index.md)
- [Service API token](https://developers.cloudflare.com/ai-search/configuration/service-api-token/index.md)
- [System prompt](https://developers.cloudflare.com/ai-search/configuration/system-prompt/index.md)
- [Bring your own generation model](https://developers.cloudflare.com/ai-search/how-to/bring-your-own-generation-model/index.md)
- [How to](https://developers.cloudflare.com/ai-search/how-to/index.md)
- [Create multitenancy](https://developers.cloudflare.com/ai-search/how-to/multitenancy/index.md)
- [NLWeb](https://developers.cloudflare.com/ai-search/how-to/nlweb/index.md)
- [Create a simple search engine](https://developers.cloudflare.com/ai-search/how-to/simple-search-engine/index.md)
- [Platform](https://developers.cloudflare.com/ai-search/platform/index.md)
- [Release note](https://developers.cloudflare.com/ai-search/platform/release-note/index.md): Review recent changes to Cloudflare AI Search.
- [Limits & pricing](https://developers.cloudflare.com/ai-search/platform/limits-pricing/index.md)
- [Search API](https://developers.cloudflare.com/ai-search/usage/index.md)
- [REST API](https://developers.cloudflare.com/ai-search/usage/rest-api/index.md)
- [Workers Binding](https://developers.cloudflare.com/ai-search/usage/workers-binding/index.md)
- [Data source](https://developers.cloudflare.com/ai-search/configuration/data-source/index.md)
- [R2](https://developers.cloudflare.com/ai-search/configuration/data-source/r2/index.md)
- [Website](https://developers.cloudflare.com/ai-search/configuration/data-source/website/index.md)
- [Models](https://developers.cloudflare.com/ai-search/configuration/models/index.md)
- [Supported models](https://developers.cloudflare.com/ai-search/configuration/models/supported-models/index.md)