mostly there

Author: aninibread

src/content/docs/autorag/configuration/similarity-cache.mdx renamed to src/content/docs/autorag/configuration/cache.mdx

@@ -7,7 +7,7 @@ sidebar:
 
 AutoRAG uses models at multiple steps of the RAG pipeline. You can configure which models are used, or let AutoRAG automatically select defaults optimized for general use.
 
-## Where models are used
+## Models used
 
 AutoRAG leverages Workers AI models in the following stages:
 

src/content/docs/autorag/configuration/models.mdx

@@ -16,12 +16,18 @@ import {
 	Plan,
 	RelatedProduct,
 	LinkButton,
+	Feature,
 } from "~/components";
 
 <Plan type="all" />
 
 AutoRAG allows developers to create fully-managed retrieval-augmented generation (RAG) pipelines powered by Cloudflare allowing developers to integrate context-aware AI into their applications without managing infrastructure.
 
+You can use AutoRAG to build:
+
+- **Chatbots:** Improve chatbot accuracy by providing relevant up-to-date information.
+- **Enterprise Knowledge Search:** Enhance knowledge bases and wikis with intelligent search.
+
 <div>
 	<LinkButton href="/autorag/get-started">Get started</LinkButton>
 	<LinkButton target="_blank" variant="secondary" icon="external" href="">
@@ -33,6 +39,24 @@ AutoRAG allows developers to create fully-managed retrieval-augmented generation
 
 ## Features
 
+<Feature header="Automated indexing" href="/autorag/configuration/indexing" cta="View indexing">
+
+Automatically and continuously index your data source, keeping your content fresh without manual reprocessing.
+
+</Feature>
+
+<Feature header="Binding" href="/autorag/use-autorag/workers-binding/" cta="Add to Worker">
+
+Call your AutoRAG instance for search or AI search directly from a Cloudflare Worker using the native binding integration.
+
+</Feature>
+
+<Feature header="Similarity caching" href="/autorag/configuration/cache" cta="Use caching">
+
+Cache repeated queries and results to improve latency and reduce compute on repeated requests.
+
+</Feature>
+
 ---
 
 ## Related products

src/content/docs/autorag/index.mdx

@@ -0,0 +1,18 @@
+---
+pcx_content_type: Release note
+title: Release note
+release_notes_file_name:
+  - autorag
+sidebar:
+  order: 8
+head: []
+description: Review recent changes to Cloudflare AutoRAG.
+---
+
+import { ProductReleaseNotes } from "~/components";
+
+This release notes section covers regular updates and minor fixes. For major feature releases or significant updates, see the [changelog](/changelog).
+
+{/* <!-- Actual content lives in /src/content/release-notes/autorag.yaml. Update the file there for new entries to appear here. For more details, refer to https://developers.cloudflare.com/style-guide/documentation-content-strategy/content-types/changelog/#yaml-file --> */}
+
+<ProductReleaseNotes />

src/content/docs/autorag/platform/release-note.mdx

@@ -0,0 +1,11 @@
+---
+link: "/autorag/platform/release-note/"
+productName: AutoRAG
+productLink: "/autorag/"
+productArea: Developer platform
+productAreaLink: /workers/platform/changelog/platform/
+entries:
+  - publish_date: "2025-04-07"
+    title: AutoRAG is now in open beta!
+    description: |-
+      AutoRAG allows developers to create fully-managed retrieval-augmented generation (RAG) pipelines powered by Cloudflare allowing developers to integrate context-aware AI into their applications without managing infrastructure.