Add wrangler ai search usage docs

package.json

@@ -45,7 +45,7 @@
 		"@astrojs/starlight-docsearch": "0.7.0",
 		"@astrojs/starlight-tailwind": "5.0.0",
 		"@cloudflare/vitest-pool-workers": "0.10.7",
-		"@cloudflare/workers-types": "4.20260317.1",
+		"@cloudflare/workers-types": "4.20260331.1",
 		"@expressive-code/plugin-collapsible-sections": "0.41.3",
 		"@expressive-code/plugin-line-numbers": "0.41.3",
 		"@floating-ui/react": "0.27.16",
@@ -140,7 +140,7 @@
 		"unist-util-visit": "5.0.0",
 		"vite-tsconfig-paths": "5.1.4",
 		"vitest": "3.2.4",
-		"wrangler": "4.75.0"
+		"wrangler": "4.79.0"
 	},
 	"engines": {
 		"npm": "11.9.0",

src/content/changelog/ai-search/2026-04-01-ai-search-wrangler-commands.mdx

@@ -0,0 +1,37 @@
+---
+title: Create, manage, search AI Search instances with Wrangler CLI
+description: Use the wrangler ai-search command namespace to manage AI Search instances from the CLI.
+products:
+  - ai-search
+date: 2026-04-01
+---
+
+[AI Search](/ai-search/) supports a `wrangler ai-search` command namespace. Use it to manage instances from the command line.
+
+The following commands are available:
+
+| Command                     | Description                                      |
+| --------------------------- | ------------------------------------------------ |
+| `wrangler ai-search create` | Create a new instance with an interactive wizard |
+| `wrangler ai-search list`   | List all instances in your account               |
+| `wrangler ai-search get`    | Get details of a specific instance               |
+| `wrangler ai-search update` | Update the configuration of an instance          |
+| `wrangler ai-search delete` | Delete an instance                               |
+| `wrangler ai-search search` | Run a search query against an instance           |
+| `wrangler ai-search stats`  | Get usage statistics for an instance             |
+
+The `create` command guides you through setup, choosing a name, source type (`r2` or `web`), and data source. You can also pass all options as flags for non-interactive use:
+
+```sh
+wrangler ai-search create my-instance --type r2 --source my-bucket
+```
+
+Use `wrangler ai-search search` to query an instance directly from the CLI:
+
+```sh
+wrangler ai-search search my-instance --query "how do I configure caching?"
+```
+
+All commands support `--json` for structured output that scripts and AI agents can parse directly.
+
+For full usage details, refer to the [Wrangler commands documentation](/ai-search/wrangler-commands/).

src/content/docs/ai-search/wrangler-commands.mdx

@@ -0,0 +1,11 @@
+---
+pcx_content_type: reference
+title: Wrangler commands
+sidebar:
+  order: 5
+description: Manage AI Search instances from the command line using Wrangler.
+---
+
+import { Render } from "~/components";
+
+<Render file="wrangler-commands/ai-search" product="workers" />

src/content/partials/workers/wrangler-commands/ai-search.mdx

@@ -0,0 +1,7 @@
+---
+{}
+---
+
+import { WranglerNamespace } from "~/components";
+
+<WranglerNamespace namespace="ai-search" />

src/content/release-notes/ai-search.yaml

@@ -3,6 +3,10 @@ link: "/ai-search/platform/release-note/"
 productName: AI Search
 productLink: "/ai-search/"
 entries:
+  - publish_date: "2026-04-01"
+    title: Wrangler CLI support for AI Search
+    description: |-
+      Manage AI Search instances from the command line with the `wrangler ai-search` command namespace. Create, list, update, delete, search, and get usage statistics for instances without leaving your terminal. All commands support `--json` for structured output that scripts and AI agents can parse directly. Refer to [Wrangler commands](/ai-search/wrangler-commands/) for full usage details.
   - publish_date: "2026-03-23"
     title: Custom metadata filtering
     description: |-