diff --git a/website/docs/build-agents/agent.md b/website/docs/build-agents/agent.md
index 4a1dc6f..1e4569f 100644
--- a/website/docs/build-agents/agent.md
+++ b/website/docs/build-agents/agent.md
@@ -15,6 +15,14 @@ import TabItem from '@theme/TabItem';
 <!-- vale on -->
 This page provides information on the agent query and how you can configure it to fine tune your agent and provide it with context.
 
+
+
+<ZoomImage
+  src="/img/chat-query-ai.png" 
+  alt=""
+  caption=""
+/>
+
 #### System Instructions
 
 <dd>
@@ -177,3 +185,9 @@ Execution flow:
 3. The results—ticket metadata and user comments—are returned in the assistant’s response.
 
 </dd>
+
+## See also
+
+- [Function calling concepts](/build-agents/concepts/functions)
+- [Build your first agent](/getting-started/build-your-first-agent)
+- [Connect data overview](/connect-data/intro)
diff --git a/website/package-lock.json b/website/package-lock.json
index 42fedbb..86fb323 100644
--- a/website/package-lock.json
+++ b/website/package-lock.json
@@ -12,7 +12,6 @@
         "@algolia/autocomplete-plugin-query-suggestions": "^1.18.1",
         "@algolia/autocomplete-theme-classic": "^1.18.1",
         "@docsearch/js": "^3.9.0",
-        "@docsearch/react": "^3.9.0",
         "@docusaurus/core": "^3.6.3",
         "@docusaurus/plugin-client-redirects": "^3.6.3",
         "@docusaurus/preset-classic": "^3.6.3",
@@ -51,16 +50,6 @@
         "@algolia/autocomplete-shared": "1.18.1"
       }
     },
-    "node_modules/@algolia/autocomplete-core/node_modules/@algolia/autocomplete-shared": {
-      "version": "1.18.1",
-      "resolved": "https://registry.npmjs.org/@algolia/autocomplete-shared/-/autocomplete-shared-1.18.1.tgz",
-      "integrity": "sha512-vMKFYX5+SX+kIaJSMXOtj6zcMBhAWNyQJkfMrsuK38iJRTwemR23nzUE8qd3rHfWh6Iqgj89vDkf/CuOXDYllA==",
-      "license": "MIT",
-      "peerDependencies": {
-        "@algolia/client-search": ">= 4.9.1 < 6",
-        "algoliasearch": ">= 4.9.1 < 6"
-      }
-    },
     "node_modules/@algolia/autocomplete-js": {
       "version": "1.18.1",
       "resolved": "https://registry.npmjs.org/@algolia/autocomplete-js/-/autocomplete-js-1.18.1.tgz",
@@ -78,29 +67,6 @@
         "algoliasearch": ">= 4.9.1 < 6"
       }
     },
-    "node_modules/@algolia/autocomplete-js/node_modules/@algolia/autocomplete-preset-algolia": {
-      "version": "1.18.1",
-      "resolved": "https://registry.npmjs.org/@algolia/autocomplete-preset-algolia/-/autocomplete-preset-algolia-1.18.1.tgz",
-      "integrity": "sha512-ifZV6vfVE9IKNdIe2+JhaBfY78LtnWnYrOFaSxJ7F45ixumSsRw7jCDoHwRxemoceHZzDpaSykSJwcy3XkTswA==",
-      "license": "MIT",
-      "dependencies": {
-        "@algolia/autocomplete-shared": "1.18.1"
-      },
-      "peerDependencies": {
-        "@algolia/client-search": ">= 4.9.1 < 6",
-        "algoliasearch": ">= 4.9.1 < 6"
-      }
-    },
-    "node_modules/@algolia/autocomplete-js/node_modules/@algolia/autocomplete-shared": {
-      "version": "1.18.1",
-      "resolved": "https://registry.npmjs.org/@algolia/autocomplete-shared/-/autocomplete-shared-1.18.1.tgz",
-      "integrity": "sha512-vMKFYX5+SX+kIaJSMXOtj6zcMBhAWNyQJkfMrsuK38iJRTwemR23nzUE8qd3rHfWh6Iqgj89vDkf/CuOXDYllA==",
-      "license": "MIT",
-      "peerDependencies": {
-        "@algolia/client-search": ">= 4.9.1 < 6",
-        "algoliasearch": ">= 4.9.1 < 6"
-      }
-    },
     "node_modules/@algolia/autocomplete-plugin-algolia-insights": {
       "version": "1.18.1",
       "resolved": "https://registry.npmjs.org/@algolia/autocomplete-plugin-algolia-insights/-/autocomplete-plugin-algolia-insights-1.18.1.tgz",
@@ -113,16 +79,6 @@
         "search-insights": ">= 1 < 3"
       }
     },
-    "node_modules/@algolia/autocomplete-plugin-algolia-insights/node_modules/@algolia/autocomplete-shared": {
-      "version": "1.18.1",
-      "resolved": "https://registry.npmjs.org/@algolia/autocomplete-shared/-/autocomplete-shared-1.18.1.tgz",
-      "integrity": "sha512-vMKFYX5+SX+kIaJSMXOtj6zcMBhAWNyQJkfMrsuK38iJRTwemR23nzUE8qd3rHfWh6Iqgj89vDkf/CuOXDYllA==",
-      "license": "MIT",
-      "peerDependencies": {
-        "@algolia/client-search": ">= 4.9.1 < 6",
-        "algoliasearch": ">= 4.9.1 < 6"
-      }
-    },
     "node_modules/@algolia/autocomplete-plugin-query-suggestions": {
       "version": "1.18.1",
       "resolved": "https://registry.npmjs.org/@algolia/autocomplete-plugin-query-suggestions/-/autocomplete-plugin-query-suggestions-1.18.1.tgz",
@@ -139,7 +95,7 @@
         "algoliasearch": ">= 4.5.1 < 6"
       }
     },
-    "node_modules/@algolia/autocomplete-plugin-query-suggestions/node_modules/@algolia/autocomplete-preset-algolia": {
+    "node_modules/@algolia/autocomplete-preset-algolia": {
       "version": "1.18.1",
       "resolved": "https://registry.npmjs.org/@algolia/autocomplete-preset-algolia/-/autocomplete-preset-algolia-1.18.1.tgz",
       "integrity": "sha512-ifZV6vfVE9IKNdIe2+JhaBfY78LtnWnYrOFaSxJ7F45ixumSsRw7jCDoHwRxemoceHZzDpaSykSJwcy3XkTswA==",
@@ -152,7 +108,7 @@
         "algoliasearch": ">= 4.9.1 < 6"
       }
     },
-    "node_modules/@algolia/autocomplete-plugin-query-suggestions/node_modules/@algolia/autocomplete-shared": {
+    "node_modules/@algolia/autocomplete-shared": {
       "version": "1.18.1",
       "resolved": "https://registry.npmjs.org/@algolia/autocomplete-shared/-/autocomplete-shared-1.18.1.tgz",
       "integrity": "sha512-vMKFYX5+SX+kIaJSMXOtj6zcMBhAWNyQJkfMrsuK38iJRTwemR23nzUE8qd3rHfWh6Iqgj89vDkf/CuOXDYllA==",
@@ -162,29 +118,6 @@
         "algoliasearch": ">= 4.9.1 < 6"
       }
     },
-    "node_modules/@algolia/autocomplete-preset-algolia": {
-      "version": "1.17.9",
-      "resolved": "https://registry.npmjs.org/@algolia/autocomplete-preset-algolia/-/autocomplete-preset-algolia-1.17.9.tgz",
-      "integrity": "sha512-Na1OuceSJeg8j7ZWn5ssMu/Ax3amtOwk76u4h5J4eK2Nx2KB5qt0Z4cOapCsxot9VcEN11ADV5aUSlQF4RhGjQ==",
-      "license": "MIT",
-      "dependencies": {
-        "@algolia/autocomplete-shared": "1.17.9"
-      },
-      "peerDependencies": {
-        "@algolia/client-search": ">= 4.9.1 < 6",
-        "algoliasearch": ">= 4.9.1 < 6"
-      }
-    },
-    "node_modules/@algolia/autocomplete-shared": {
-      "version": "1.17.9",
-      "resolved": "https://registry.npmjs.org/@algolia/autocomplete-shared/-/autocomplete-shared-1.17.9.tgz",
-      "integrity": "sha512-iDf05JDQ7I0b7JEA/9IektxN/80a2MZ1ToohfmNS3rfeuQnIKI3IJlIafD0xu4StbtQTghx9T3Maa97ytkXenQ==",
-      "license": "MIT",
-      "peerDependencies": {
-        "@algolia/client-search": ">= 4.9.1 < 6",
-        "algoliasearch": ">= 4.9.1 < 6"
-      }
-    },
     "node_modules/@algolia/autocomplete-theme-classic": {
       "version": "1.18.1",
       "resolved": "https://registry.npmjs.org/@algolia/autocomplete-theme-classic/-/autocomplete-theme-classic-1.18.1.tgz",
@@ -3350,6 +3283,29 @@
         "search-insights": ">= 1 < 3"
       }
     },
+    "node_modules/@docsearch/react/node_modules/@algolia/autocomplete-preset-algolia": {
+      "version": "1.17.9",
+      "resolved": "https://registry.npmjs.org/@algolia/autocomplete-preset-algolia/-/autocomplete-preset-algolia-1.17.9.tgz",
+      "integrity": "sha512-Na1OuceSJeg8j7ZWn5ssMu/Ax3amtOwk76u4h5J4eK2Nx2KB5qt0Z4cOapCsxot9VcEN11ADV5aUSlQF4RhGjQ==",
+      "license": "MIT",
+      "dependencies": {
+        "@algolia/autocomplete-shared": "1.17.9"
+      },
+      "peerDependencies": {
+        "@algolia/client-search": ">= 4.9.1 < 6",
+        "algoliasearch": ">= 4.9.1 < 6"
+      }
+    },
+    "node_modules/@docsearch/react/node_modules/@algolia/autocomplete-shared": {
+      "version": "1.17.9",
+      "resolved": "https://registry.npmjs.org/@algolia/autocomplete-shared/-/autocomplete-shared-1.17.9.tgz",
+      "integrity": "sha512-iDf05JDQ7I0b7JEA/9IektxN/80a2MZ1ToohfmNS3rfeuQnIKI3IJlIafD0xu4StbtQTghx9T3Maa97ytkXenQ==",
+      "license": "MIT",
+      "peerDependencies": {
+        "@algolia/client-search": ">= 4.9.1 < 6",
+        "algoliasearch": ">= 4.9.1 < 6"
+      }
+    },
     "node_modules/@docusaurus/babel": {
       "version": "3.7.0",
       "resolved": "https://registry.npmjs.org/@docusaurus/babel/-/babel-3.7.0.tgz",
@@ -4399,9 +4355,9 @@
       }
     },
     "node_modules/@polka/url": {
-      "version": "1.0.0-next.28",
-      "resolved": "https://registry.npmjs.org/@polka/url/-/url-1.0.0-next.28.tgz",
-      "integrity": "sha512-8LduaNlMZGwdZ6qWrKlfa+2M4gahzFkprZiAt2TF8uS0qQgBizKXpXURqvTJ4WtmupWxaLqjRb2UCTe72mu+Aw==",
+      "version": "1.0.0-next.29",
+      "resolved": "https://registry.npmjs.org/@polka/url/-/url-1.0.0-next.29.tgz",
+      "integrity": "sha512-wwQAWhWSuHaag8c4q/KN/vCoeOJYshAIvMQwD4GpSb3OiZklFfvAgmj0VCBBImRpuF/aFgIRzllXlVX93Jevww==",
       "license": "MIT"
     },
     "node_modules/@sideway/address": {
@@ -9266,9 +9222,9 @@
       }
     },
     "node_modules/caniuse-lite": {
-      "version": "1.0.30001712",
-      "resolved": "https://registry.npmjs.org/caniuse-lite/-/caniuse-lite-1.0.30001712.tgz",
-      "integrity": "sha512-MBqPpGYYdQ7/hfKiet9SCI+nmN5/hp4ZzveOJubl5DTAMa5oggjAuoi0Z4onBpKPFI2ePGnQuQIzF3VxDjDJig==",
+      "version": "1.0.30001713",
+      "resolved": "https://registry.npmjs.org/caniuse-lite/-/caniuse-lite-1.0.30001713.tgz",
+      "integrity": "sha512-wCIWIg+A4Xr7NfhTuHdX+/FKh3+Op3LBbSp2N5Pfx6T/LhdQy3GTyoTg48BReaW/MyMNZAkTadsBtai3ldWK0Q==",
       "funding": [
         {
           "type": "opencollective",
@@ -11407,9 +11363,9 @@
       "license": "MIT"
     },
     "node_modules/electron-to-chromium": {
-      "version": "1.5.133",
-      "resolved": "https://registry.npmjs.org/electron-to-chromium/-/electron-to-chromium-1.5.133.tgz",
-      "integrity": "sha512-mrR+g6Y1at0GKDlPlMMwLAkI6c47q3d7U/vKS3rGTa3V4xStu18oT4UCPg5ErcAhUqk7swSjXSPUGstOYd2qBw==",
+      "version": "1.5.135",
+      "resolved": "https://registry.npmjs.org/electron-to-chromium/-/electron-to-chromium-1.5.135.tgz",
+      "integrity": "sha512-8gXUdEmvb+WCaYUhA0Svr08uSeRjM2w3x5uHOc1QbaEVzJXB8rgm5eptieXzyKoVEtinLvW6MtTcurA65PeS1Q==",
       "license": "ISC"
     },
     "node_modules/emoji-regex": {
@@ -13454,9 +13410,9 @@
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-      "resolved": "https://registry.npmjs.org/http-parser-js/-/http-parser-js-0.5.9.tgz",
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+      "version": "0.5.10",
+      "resolved": "https://registry.npmjs.org/http-parser-js/-/http-parser-js-0.5.10.tgz",
+      "integrity": "sha512-Pysuw9XpUq5dVc/2SMHpuTY01RFl8fttgcyunjL7eEMhGM3cI4eOmiCycJDVCo/7O7ClfQD3SaI6ftDzqOXYMA==",
       "license": "MIT"
     },
     "node_modules/http-proxy": {
@@ -13474,9 +13430,9 @@
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     "node_modules/http-proxy-middleware": {
-      "version": "2.0.7",
-      "resolved": "https://registry.npmjs.org/http-proxy-middleware/-/http-proxy-middleware-2.0.7.tgz",
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+      "version": "2.0.8",
+      "resolved": "https://registry.npmjs.org/http-proxy-middleware/-/http-proxy-middleware-2.0.8.tgz",
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       "license": "MIT",
       "dependencies": {
         "@types/http-proxy": "^1.17.8",
@@ -14294,9 +14250,9 @@
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-      "version": "0.16.21",
-      "resolved": "https://registry.npmjs.org/katex/-/katex-0.16.21.tgz",
-      "integrity": "sha512-XvqR7FgOHtWupfMiigNzmh+MgUVmDGU2kXZm899ZkPfcuoPuFxyHmXsgATDpFZDAXCI8tvinaVcDo8PIIJSo4A==",
+      "version": "0.16.22",
+      "resolved": "https://registry.npmjs.org/katex/-/katex-0.16.22.tgz",
+      "integrity": "sha512-XCHRdUw4lf3SKBaJe4EvgqIuWwkPSo9XoeO8GjQW94Bp7TWv9hNhzZjZ+OH9yf1UmLygb7DIT5GSFQiyt16zYg==",
       "funding": [
         "https://opencollective.com/katex",
         "https://github.com/sponsors/katex"
@@ -22334,9 +22290,9 @@
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-      "version": "1.6.0",
-      "resolved": "https://registry.npmjs.org/ufo/-/ufo-1.6.0.tgz",
-      "integrity": "sha512-AkgU2cV/+Xb4Uz6cic0kMZbtM42nbltnGvTVOt/8gMCbO2/z64nE47TOygh7HjgFPkUkVRBEyNFqpqi3zo+BJA==",
+      "version": "1.6.1",
+      "resolved": "https://registry.npmjs.org/ufo/-/ufo-1.6.1.tgz",
+      "integrity": "sha512-9a4/uxlTWJ4+a5i0ooc1rU7C7YOw3wT+UGqdeNNHWnOF9qcMBgLRS+4IYUqbczewFx4mLEig6gawh7X6mFlEkA==",
       "license": "MIT"
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     "node_modules/undici-types": {
@@ -23093,9 +23049,9 @@
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-      "version": "5.99.0",
-      "resolved": "https://registry.npmjs.org/webpack/-/webpack-5.99.0.tgz",
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+      "version": "5.99.5",
+      "resolved": "https://registry.npmjs.org/webpack/-/webpack-5.99.5.tgz",
+      "integrity": "sha512-q+vHBa6H9qwBLUlHL4Y7L0L1/LlyBKZtS9FHNCQmtayxjI5RKC9yD8gpvLeqGv5lCQp1Re04yi0MF40pf30Pvg==",
       "license": "MIT",
       "dependencies": {
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diff --git a/website/package.json b/website/package.json
index 82e667e..bdabc8e 100644
--- a/website/package.json
+++ b/website/package.json
@@ -18,7 +18,6 @@
     "@algolia/autocomplete-plugin-query-suggestions": "^1.18.1",
     "@algolia/autocomplete-theme-classic": "^1.18.1",
     "@docsearch/js": "^3.9.0",
-    "@docsearch/react": "^3.9.0",
     "@docusaurus/core": "^3.6.3",
     "@docusaurus/plugin-client-redirects": "^3.6.3",
     "@docusaurus/preset-classic": "^3.6.3",
diff --git a/website/static/img/chat-query-ai.png b/website/static/img/chat-query-ai.png
new file mode 100644
index 0000000..944c0da
Binary files /dev/null and b/website/static/img/chat-query-ai.png differ