Factor out integration code from example to library, so that client apps can use it and it is test covered here.

.gitignore

@@ -66,3 +66,4 @@ app.*.map.json
 
 # This package's specific logs.
 **/*.log.*
+**/*.log

examples/custom_backend/assets/data/saved-response-1.json

@@ -5,102 +5,74 @@
         "parts": [
           {
             "functionCall": {
-              "name": "surfaceUpdate",
+              "name": "uiGenerationTool",
               "args": {
                 "components": [
                   {
-                    "id": "root",
-                    "component": {
-                      "Column": {
-                        "children": {
-                          "explicitList": [
-                            "login_heading",
-                            "username_field",
-                            "password_field",
-                            "login_button"
-                          ]
-                        }
-                      }
-                    }
-                  },
-                  {
-                    "id": "login_heading",
                     "component": {
                       "Heading": {
-                        "level": "1",
-                        "text": {
-                          "literalString": "Login"
-                        }
-                      }
-                    }
-                  },
-                  {
-                    "component": {
-                      "TextField": {
-                        "label": {
-                          "literalString": "Username"
-                        },
+                        "level": "3",
                         "text": {
-                          "path": "username"
+                          "literalString": "Here are some of the things I can help you with:"
                         }
                       }
                     },
-                    "id": "username_field"
+                    "id": "heading_1"
                   },
                   {
-                    "id": "password_field",
+                    "id": "multiple_choice_1",
                     "component": {
-                      "TextField": {
-                        "textFieldType": "obscured",
-                        "label": {
-                          "literalString": "Password"
-                        },
-                        "text": {
-                          "path": "password"
-                        }
-                      }
-                    }
-                  },
-                  {
-                    "component": {
-                      "Button": {
-                        "child": "login_button_text",
-                        "action": {
-                          "name": "login",
-                          "context": [
-                            {
-                              "key": "username",
-                              "value": {
-                                "path": "username"
-                              }
+                      "MultipleChoice": {
+                        "options": [
+                          {
+                            "label": {
+                              "literalString": "Show a cat fact"
                             },
-                            {
-                              "key": "password",
-                              "value": {
-                                "path": "password"
-                              }
+                            "value": "Show a cat fact"
+                          },
+                          {
+                            "label": {
+                              "literalString": "Show a dog fact"
+                            },
+                            "value": "Show a dog fact"
+                          },
+                          {
+                            "value": "Help me generate UI",
+                            "label": {
+                              "literalString": "Help me generate UI"
                             }
-                          ]
+                          },
+                          {
+                            "label": {
+                              "literalString": "Answer a question"
+                            },
+                            "value": "Answer a question"
+                          }
+                        ],
+                        "selections": {
+                          "path": "selection"
                         }
                       }
-                    },
-                    "id": "login_button"
+                    }
                   },
                   {
                     "component": {
-                      "Text": {
-                        "text": {
-                          "literalString": "Login"
+                      "Column": {
+                        "children": {
+                          "explicitList": [
+                            "heading_1",
+                            "multiple_choice_1"
+                          ]
                         }
                       }
                     },
-                    "id": "login_button_text"
+                    "id": "root"
                   }
                 ],
-                "surfaceId": "custom_backend_surface"
+                "surfaceId": "assisting_options"
               }
             },
-            "thoughtSignature": 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"
+            "thoughtSignature": "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"
           }
         ],
         "role": "model"
@@ -111,17 +83,17 @@
     }
   ],
   "usageMetadata": {
-    "promptTokenCount": 4333,
-    "candidatesTokenCount": 265,
-    "totalTokenCount": 5613,
+    "promptTokenCount": 4568,
+    "candidatesTokenCount": 213,
+    "totalTokenCount": 5480,
     "promptTokensDetails": [
       {
         "modality": "TEXT",
-        "tokenCount": 4333
+        "tokenCount": 4568
       }
     ],
-    "thoughtsTokenCount": 1015
+    "thoughtsTokenCount": 699
   },
   "modelVersion": "gemini-2.5-pro",
-  "responseId": "xP32aI22C_nn1e8P_JHn0Qs"
-}
+  "responseId": "_Yr5aIIDyZ6q2w_q5Iv4Aw"
+}