diff --git a/docs/app/app.vue b/docs/app/app.vue
index 0c9f7d660e..b47859180b 100644
--- a/docs/app/app.vue
+++ b/docs/app/app.vue
@@ -12,7 +12,6 @@ const { data: files } = useLazyAsyncData('search', () => queryCollectionSearchSe
 })
 
 const links = useLinks()
-const searchLinks = useSearchLinks()
 const color = computed(() => colorMode.value === 'dark' ? (colors as any)[appConfig.ui.colors.neutral][900] : 'white')
 const radius = computed(() => `:root { --ui-radius: ${appConfig.theme.radius}rem; }`)
 const blackAsPrimary = computed(() => appConfig.theme.blackAsPrimary ? `:root { --ui-primary: black; } .dark { --ui-primary: white; }` : ':root {}')
@@ -42,7 +41,6 @@ useServerSeoMeta({
 
 useFaviconFromTheme()
 
-const { frameworks, modules } = useSharedData()
 const { mappedNavigation, filteredNavigation } = useContentNavigation(navigation)
 
 provide('navigation', mappedNavigation)
@@ -65,23 +63,7 @@ provide('navigation', mappedNavigation)
     <template v-if="!route.path.startsWith('/examples')">
       <Footer />
 
-      <ClientOnly>
-        <LazyUContentSearch
-          :links="searchLinks"
-          :files="files"
-          :groups="[{
-            id: 'framework',
-            label: 'Framework',
-            items: frameworks
-          }, {
-            id: 'module',
-            label: 'Module',
-            items: modules
-          }]"
-          :navigation="filteredNavigation"
-          :fuse="{ resultLimit: 100 }"
-        />
-      </ClientOnly>
+      <Search :files="files" :navigation="filteredNavigation" />
     </template>
   </UApp>
 </template>
diff --git a/docs/app/components/Search.client.vue b/docs/app/components/Search.client.vue
new file mode 100644
index 0000000000..8a2b9e3251
--- /dev/null
+++ b/docs/app/components/Search.client.vue
@@ -0,0 +1,199 @@
+<script setup lang="ts">
+import type { DefineComponent } from 'vue'
+import type { ContentNavigationItem } from '@nuxt/content'
+import { useChat } from '@ai-sdk/vue'
+import ProseStreamPre from './prose/PreStream.vue'
+
+const components = {
+  pre: ProseStreamPre as unknown as DefineComponent
+}
+
+interface ContentSearchFile {
+  id: string
+  title: string
+  titles: string[]
+  level: number
+  content: string
+}
+
+defineProps<{
+  files?: ContentSearchFile[]
+  navigation?: ContentNavigationItem[]
+}>()
+
+const { frameworks, modules } = useSharedData()
+const { messages, input, handleSubmit, status, error, reload, setMessages } = useChat({
+  maxSteps: 2
+})
+
+const ai = ref(false)
+const searchTerm = ref('')
+
+const links = computed(() => [{
+  label: 'Ask AI',
+  icon: 'i-lucide-bot',
+  onSelect: (e: any) => {
+    e.preventDefault()
+
+    ai.value = true
+  }
+}, {
+  label: 'Docs',
+  icon: 'i-lucide-square-play',
+  to: '/getting-started'
+}, {
+  label: 'Components',
+  icon: 'i-lucide-square-code',
+  to: '/components'
+}, {
+  icon: 'i-lucide-sparkles',
+  label: 'Pro > Features',
+  description: 'A collection of premium Vue components.',
+  to: '/pro'
+}, {
+  icon: 'i-lucide-credit-card',
+  label: 'Pro > Pricing',
+  description: 'Free in development, buy when ready to launch.',
+  to: '/pro/pricing'
+}, {
+  icon: 'i-lucide-panels-top-left',
+  label: 'Pro > Templates',
+  description: 'Official templates made with Nuxt UI Pro.',
+  to: '/pro/templates'
+}, {
+  icon: 'i-lucide-circle-check',
+  label: 'Pro > Activate',
+  description: 'Enable Nuxt UI Pro in your production projects.',
+  to: '/pro/activate'
+}, {
+  label: 'Figma',
+  icon: 'i-simple-icons-figma',
+  to: '/figma'
+}, {
+  icon: 'i-lucide-presentation',
+  label: 'Community > Showcase',
+  description: 'Check out some of the amazing projects built with Nuxt UI.',
+  to: '/showcase'
+}, {
+  label: 'Community > Contribution',
+  description: 'A comprehensive guide on contributing to Nuxt UI, including project structure, development workflow, and best practices.',
+  icon: 'i-lucide-git-pull-request-arrow',
+  to: '/getting-started/contribution'
+}, {
+  label: 'Community > Roadmap',
+  description: 'Track our development progress in real-time.',
+  icon: 'i-lucide-map',
+  to: '/roadmap'
+}, {
+  label: 'Community > Devtools',
+  description: 'Integrate Nuxt UI with Nuxt Devtools with Compodium.',
+  icon: 'i-lucide-code',
+  to: 'https://github.com/romhml/compodium',
+  target: '_blank'
+}, {
+  label: 'Community > Team',
+  description: 'Meet the team behind Nuxt UI.',
+  icon: 'i-lucide-users',
+  to: '/team'
+}, {
+  label: 'Releases',
+  icon: 'i-lucide-rocket',
+  to: 'https://github.com/nuxt/ui/releases',
+  target: '_blank'
+}])
+
+const groups = computed(() => [{
+  id: 'ai',
+  label: 'AI',
+  ignoreFilter: true,
+  items: [{
+    label: searchTerm.value ? `Ask Nuxt AI for “${searchTerm.value}”` : 'Ask Nuxt AI',
+    icon: 'i-lucide-bot',
+    onSelect: (e: any) => {
+      e.preventDefault()
+
+      ai.value = true
+
+      if (searchTerm.value) {
+        setMessages([{
+          id: '1',
+          role: 'user',
+          content: searchTerm.value
+        }])
+
+        reload()
+      }
+    }
+  }]
+}, {
+  id: 'framework',
+  label: 'Framework',
+  items: frameworks.value
+}, {
+  id: 'module',
+  label: 'Module',
+  items: modules.value
+}])
+
+function onClose(e: Event) {
+  console.log('onClose')
+  e.preventDefault()
+
+  ai.value = false
+}
+</script>
+
+<template>
+  <LazyUContentSearch
+    v-model:search-term="searchTerm"
+    :links="links"
+    :files="files"
+    :groups="groups"
+    :navigation="navigation"
+    :fuse="{ resultLimit: 100 }"
+  >
+    <template v-if="ai" #content>
+      <UChatPalette>
+        <UChatMessages
+          :messages="messages"
+          :status="status"
+          :user="{ side: 'left', variant: 'naked', icon: 'i-lucide-user' }"
+          :assistant="{ icon: 'i-lucide-bot' }"
+        >
+          <template #content="{ message }">
+            <MDCCached
+              v-if="message.toolInvocations?.[0]?.state === 'result'"
+              :value="message.toolInvocations?.[0]?.result"
+              :cache-key="message.id"
+              unwrap="p"
+              :components="components"
+              :parser-options="{ highlight: false }"
+            />
+            <MDCCached
+              v-else-if="message.content.length > 0"
+              :value="message.content"
+              :cache-key="message.id"
+              unwrap="p"
+              :components="components"
+              :parser-options="{ highlight: false }"
+            />
+            <span v-else class="italic font-light">
+              Searching documentation...
+            </span>
+          </template>
+        </UChatMessages>
+
+        <template #prompt>
+          <UChatPrompt
+            v-model="input"
+            icon="i-lucide-search"
+            variant="naked"
+            :error="error"
+            @submit="handleSubmit"
+            @close="onClose"
+          />
+        </template>
+      </UChatPalette>
+    </template>
+  </LazyUContentSearch>
+</template>
diff --git a/docs/app/components/prose/PreStream.vue b/docs/app/components/prose/PreStream.vue
new file mode 100644
index 0000000000..63b224e06e
--- /dev/null
+++ b/docs/app/components/prose/PreStream.vue
@@ -0,0 +1,44 @@
+<script setup lang="ts">
+import { ShikiCachedRenderer } from 'shiki-stream/vue'
+
+const colorMode = useColorMode()
+const highlighter = await useHighlighter()
+const props = defineProps<{
+  code: string
+  language: string
+  class?: string
+  meta?: string
+}>()
+const trimmedCode = computed(() => {
+  return props.code.trim().replace(/`+$/, '')
+})
+const lang = computed(() => {
+  switch (props.language) {
+    case 'vue':
+      return 'vue'
+    case 'javascript':
+      return 'js'
+    case 'typescript':
+      return 'ts'
+    case 'css':
+      return 'css'
+    default:
+      return props.language
+  }
+})
+const key = computed(() => {
+  return `${lang.value}-${colorMode.value}`
+})
+</script>
+
+<template>
+  <ProsePre v-bind="props">
+    <ShikiCachedRenderer
+      :key="key"
+      :highlighter="highlighter"
+      :code="trimmedCode"
+      :lang="lang"
+      :theme="colorMode.value === 'dark' ? 'material-theme-palenight' : 'material-theme-lighter'"
+    />
+  </ProsePre>
+</template>
diff --git a/docs/app/composables/useHighlighter.ts b/docs/app/composables/useHighlighter.ts
new file mode 100644
index 0000000000..dd66e5f324
--- /dev/null
+++ b/docs/app/composables/useHighlighter.ts
@@ -0,0 +1,21 @@
+import { createHighlighter, type HighlighterGeneric } from 'shiki'
+import { createJavaScriptRegexEngine } from 'shiki/engine-javascript.mjs'
+
+let highlighter: HighlighterGeneric<any, any> | null = null
+
+let promise: Promise<HighlighterGeneric<any, any>> | null = null
+
+export const useHighlighter = async () => {
+  if (!promise) {
+    promise = createHighlighter({
+      langs: ['vue', 'js', 'ts', 'css', 'html', 'json', 'yaml', 'markdown', 'bash'],
+      themes: ['material-theme-palenight', 'material-theme-lighter'],
+      engine: createJavaScriptRegexEngine()
+    })
+  }
+  if (!highlighter) {
+    highlighter = await promise
+  }
+
+  return highlighter
+}
diff --git a/docs/app/composables/useSearchLinks.ts b/docs/app/composables/useSearchLinks.ts
deleted file mode 100644
index 995046dad2..0000000000
--- a/docs/app/composables/useSearchLinks.ts
+++ /dev/null
@@ -1,66 +0,0 @@
-export function useSearchLinks() {
-  return [{
-    label: 'Docs',
-    icon: 'i-lucide-square-play',
-    to: '/getting-started'
-  }, {
-    label: 'Components',
-    icon: 'i-lucide-square-code',
-    to: '/components'
-  }, {
-    icon: 'i-lucide-sparkles',
-    label: 'Pro > Features',
-    description: 'A collection of premium Vue components.',
-    to: '/pro'
-  }, {
-    icon: 'i-lucide-credit-card',
-    label: 'Pro > Pricing',
-    description: 'Free in development, buy when ready to launch.',
-    to: '/pro/pricing'
-  }, {
-    icon: 'i-lucide-panels-top-left',
-    label: 'Pro > Templates',
-    description: 'Official templates made with Nuxt UI Pro.',
-    to: '/pro/templates'
-  }, {
-    icon: 'i-lucide-circle-check',
-    label: 'Pro > Activate',
-    description: 'Enable Nuxt UI Pro in your production projects.',
-    to: '/pro/activate'
-  }, {
-    label: 'Figma',
-    icon: 'i-simple-icons-figma',
-    to: '/figma'
-  }, {
-    icon: 'i-lucide-presentation',
-    label: 'Community > Showcase',
-    description: 'Check out some of the amazing projects built with Nuxt UI.',
-    to: '/showcase'
-  }, {
-    label: 'Community > Contribution',
-    description: 'A comprehensive guide on contributing to Nuxt UI, including project structure, development workflow, and best practices.',
-    icon: 'i-lucide-git-pull-request-arrow',
-    to: '/getting-started/contribution'
-  }, {
-    label: 'Community > Roadmap',
-    description: 'Track our development progress in real-time.',
-    icon: 'i-lucide-map',
-    to: '/roadmap'
-  }, {
-    label: 'Community > Devtools',
-    description: 'Integrate Nuxt UI with Nuxt Devtools with Compodium.',
-    icon: 'i-lucide-code',
-    to: 'https://github.com/romhml/compodium',
-    target: '_blank'
-  }, {
-    label: 'Community > Team',
-    description: 'Meet the team behind Nuxt UI.',
-    icon: 'i-lucide-users',
-    to: '/team'
-  }, {
-    label: 'Releases',
-    icon: 'i-lucide-rocket',
-    to: 'https://github.com/nuxt/ui/releases',
-    target: '_blank'
-  }]
-}
diff --git a/docs/app/error.vue b/docs/app/error.vue
index e57f4a6a0c..1f49514e2a 100644
--- a/docs/app/error.vue
+++ b/docs/app/error.vue
@@ -15,7 +15,6 @@ const { data: files } = useLazyAsyncData('search', () => queryCollectionSearchSe
 })
 
 const links = useLinks()
-const searchLinks = useSearchLinks()
 const color = computed(() => colorMode.value === 'dark' ? (colors as any)[appConfig.ui.colors.neutral][900] : 'white')
 const radius = computed(() => `:root { --ui-radius: ${appConfig.theme.radius}rem; }`)
 const blackAsPrimary = computed(() => appConfig.theme.blackAsPrimary ? `:root { --ui-primary: black; } .dark { --ui-primary: white; }` : ':root {}')
@@ -49,7 +48,6 @@ useServerSeoMeta({
 
 useFaviconFromTheme()
 
-const { frameworks, modules } = useSharedData()
 const { mappedNavigation, filteredNavigation } = useContentNavigation(navigation)
 
 provide('navigation', mappedNavigation)
@@ -67,22 +65,6 @@ provide('navigation', mappedNavigation)
 
     <Footer />
 
-    <ClientOnly>
-      <LazyUContentSearch
-        :links="searchLinks"
-        :files="files"
-        :groups="[{
-          id: 'framework',
-          label: 'Framework',
-          items: frameworks
-        }, {
-          id: 'module',
-          label: 'Module',
-          items: modules
-        }]"
-        :navigation="filteredNavigation"
-        :fuse="{ resultLimit: 100 }"
-      />
-    </ClientOnly>
+    <Search :files="files" :navigation="filteredNavigation" />
   </UApp>
 </template>
diff --git a/docs/package.json b/docs/package.json
index db5869d440..ec60c57cc2 100644
--- a/docs/package.json
+++ b/docs/package.json
@@ -27,6 +27,7 @@
     "nuxt-llms": "^0.1.2",
     "nuxt-og-image": "^5.1.3",
     "prettier": "^3.5.3",
+    "shiki-stream": "^0.1.2",
     "shiki-transformer-color-highlight": "^1.0.0",
     "sortablejs": "^1.15.6",
     "superstruct": "^2.0.2",
diff --git a/docs/server/api/chat.ts b/docs/server/api/chat.ts
index 0f3ddedfb3..d7ef67b3a5 100644
--- a/docs/server/api/chat.ts
+++ b/docs/server/api/chat.ts
@@ -1,5 +1,6 @@
-import { streamText } from 'ai'
+import { streamText, tool } from 'ai'
 import { createWorkersAI } from 'workers-ai-provider'
+import { z } from 'zod'
 
 export default defineEventHandler(async (event) => {
   const { messages } = await readBody(event)
@@ -12,11 +13,30 @@ export default defineEventHandler(async (event) => {
       }
     : undefined
   const workersAI = createWorkersAI({ binding: hubAI(), gateway })
+  const autorag = hubAutoRAG('ui3')
 
   return streamText({
-    model: workersAI('@cf/meta/llama-3.2-3b-instruct'),
-    maxTokens: 10000,
-    system: 'You are a helpful assistant that can answer questions and help.',
-    messages
+    model: workersAI('@cf/meta/llama-3.3-70b-instruct-fp8-fast'),
+    messages,
+    system: `You are a helpful assistant for Nuxt UI. Check your knowledge base before answering any questions.
+    Only respond to questions using information from tool calls.
+    if no relevant information is found in the tool calls, respond, "Sorry, I don't know."
+    Format your markdown response using the following rules:
+    - Use the vue lang for code blocks syntax highlighting.
+    - Don't use markdown headings.
+    `,
+    tools: {
+      searchDocumentation: tool({
+        description: `search the documentation for information to answer questions.`,
+        parameters: z.object({
+          question: z.string().describe('the users question')
+        }),
+        execute: async ({ question }) => {
+          return (await autorag.aiSearch({
+            query: question
+          })).response
+        }
+      })
+    }
   }).toDataStreamResponse()
 })
diff --git a/pnpm-lock.yaml b/pnpm-lock.yaml
index ab1b4357f3..f4b24b7cef 100644
--- a/pnpm-lock.yaml
+++ b/pnpm-lock.yaml
@@ -296,6 +296,9 @@ importers:
       prettier:
         specifier: ^3.5.3
         version: 3.5.3
+      shiki-stream:
+        specifier: ^0.1.2
+        version: 0.1.2(react@19.1.0)(vue@3.5.14(typescript@5.8.3))
       shiki-transformer-color-highlight:
         specifier: ^1.0.0
         version: 1.0.0
@@ -6464,6 +6467,17 @@ packages:
     resolution: {integrity: sha512-AzqKpGKjrj7EM6rKVQEPpB288oCfnrEIuyoT9cyF4nmGa7V8Zk6f7RRqYisX8X9m+Q7bd632aZW4ky7EhbQztA==}
     engines: {node: '>= 0.4'}
 
+  shiki-stream@0.1.2:
+    resolution: {integrity: sha512-VtzJT2Sn2vwFoJEhKv71/M6Cl7e/m6p0vIVDgJsYKUpV7E+0zayJsuVuU2ltiSEeWUrqncHSPx8i/xKrRqK6Mw==}
+    peerDependencies:
+      react: ^19.0.0
+      vue: ^3.2.0
+    peerDependenciesMeta:
+      react:
+        optional: true
+      vue:
+        optional: true
+
   shiki-transformer-color-highlight@1.0.0:
     resolution: {integrity: sha512-WwoXcbSQF4Hcfu/F4V7jvZxqmix4f8KNYNlYiNwz0w9RcABqhdNQOLeRRw3VNV2LBYdNcNR0qd9HVnlV+D+uzg==}
 
@@ -15118,6 +15132,13 @@ snapshots:
 
   shell-quote@1.8.2: {}
 
+  shiki-stream@0.1.2(react@19.1.0)(vue@3.5.14(typescript@5.8.3)):
+    dependencies:
+      '@shikijs/core': 3.4.0
+    optionalDependencies:
+      react: 19.1.0
+      vue: 3.5.14(typescript@5.8.3)
+
   shiki-transformer-color-highlight@1.0.0:
     dependencies:
       '@shikijs/core': 3.4.0