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335 lines
10 KiB
335 lines
10 KiB
6 months ago
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// Copyright 2024 Google LLC
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//
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// Licensed under the Apache License, Version 2.0 (the "License");
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// you may not use this file except in compliance with the License.
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// You may obtain a copy of the License at
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//
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// http://www.apache.org/licenses/LICENSE-2.0
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//
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// Unless required by applicable law or agreed to in writing, software
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// distributed under the License is distributed on an "AS IS" BASIS,
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// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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// See the License for the specific language governing permissions and
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// limitations under the License.
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import 'dart:async';
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import 'package:flutter/material.dart';
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import 'package:google_generative_ai/google_generative_ai.dart';
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import 'widgets/api_key_widget.dart';
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import 'widgets/message_widget.dart';
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import 'widgets/text_field_decoration.dart';
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final themeColor = ValueNotifier<Color>(Colors.orangeAccent);
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final themeMode = ValueNotifier<ThemeMode>(ThemeMode.light);
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final textScaleFactor = ValueNotifier<double>(1);
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void main() {
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runApp(const GenerativeAISample(title: "Dynamic Theme"));
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}
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class GenerativeAISample extends StatefulWidget {
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const GenerativeAISample({super.key, required this.title});
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final String title;
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@override
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State<GenerativeAISample> createState() => _GenerativeAISampleState();
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}
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class _GenerativeAISampleState extends State<GenerativeAISample> {
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String? apiKey;
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ThemeData theme(Brightness brightness) {
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final colors = ColorScheme.fromSeed(
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brightness: brightness,
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seedColor: themeColor.value,
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);
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return ThemeData(
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brightness: brightness,
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colorScheme: colors,
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scaffoldBackgroundColor: colors.surface,
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);
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}
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@override
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Widget build(BuildContext context) {
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return AnimatedBuilder(
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animation: Listenable.merge([
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themeColor,
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themeMode,
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textScaleFactor,
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]),
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builder: (context, child) {
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return MaterialApp(
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debugShowCheckedModeBanner: false,
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title: 'Flutter + GenAI',
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theme: theme(Brightness.light),
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darkTheme: theme(Brightness.dark),
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themeMode: themeMode.value,
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builder: (context, child) {
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return MediaQuery(
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data: MediaQuery.of(context).copyWith(
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textScaler: TextScaler.linear(textScaleFactor.value)),
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child: child!,
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);
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},
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home: switch (apiKey) {
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final providedKey? => Example(
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title: widget.title,
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apiKey: providedKey,
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),
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_ => ApiKeyWidget(
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title: widget.title,
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onSubmitted: (key) {
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setState(() => apiKey = key);
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},
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),
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},
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);
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},
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);
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}
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}
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class Example extends StatefulWidget {
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const Example({
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super.key,
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required this.apiKey,
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required this.title,
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});
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final String apiKey, title;
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@override
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State<Example> createState() => _ExampleState();
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}
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class _ExampleState extends State<Example> {
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final loading = ValueNotifier(false);
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final menu = ValueNotifier('');
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final messages = ValueNotifier<List<(Sender, String)>>([]);
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final controller = TextEditingController();
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late final _history = <Content>[];
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late final model = GenerativeModel(
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model: 'gemini-pro',
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apiKey: widget.apiKey,
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requestOptions: const RequestOptions(apiVersion: 'v1beta'),
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tools: [
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Tool(
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functionDeclarations: <FunctionDeclaration>[
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FunctionDeclaration(
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'change_theme_color',
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'Change the current theme color',
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Schema(
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SchemaType.object,
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properties: {
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'hex': Schema(
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SchemaType.string,
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description: 'Must be 6 in length. FF00EE,000000,FFFFFF',
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),
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},
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),
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),
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FunctionDeclaration(
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'change_theme_mode',
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'Change the current theme mode',
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Schema(
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SchemaType.object,
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properties: {
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'mode': Schema(
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SchemaType.string,
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description:
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'Must be one of the following: light,dark,system',
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),
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},
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),
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),
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FunctionDeclaration(
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'change_text_scale_factor',
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'Change the current font scale, where 1 represents 14px and 2.0 = 48px',
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Schema(
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SchemaType.object,
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properties: {
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'scale': Schema(
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SchemaType.number,
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description: 'Valid font scale, defaults to 1.0',
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),
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},
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),
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),
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],
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),
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],
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);
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Future<void> sendMessage() async {
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final message = controller.text.trim();
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if (message.isEmpty) return;
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controller.clear();
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addMessage(Sender.user, message);
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loading.value = true;
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try {
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final prompt = StringBuffer();
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prompt.writeln(message);
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final response = await callWithActions([Content.text(prompt.toString())]);
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if (response.text != null) {
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addMessage(Sender.system, response.text!);
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} else {
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addMessage(Sender.system, 'Something went wrong, please try again.');
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}
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} catch (e) {
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addMessage(Sender.system, 'Error sending message: $e');
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} finally {
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loading.value = false;
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}
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}
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Future<GenerateContentResponse> callWithActions(
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Iterable<Content> prompt,
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) async {
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final response = await model.generateContent(
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_history.followedBy(prompt),
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);
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if (response.candidates.isNotEmpty) {
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_history.addAll(prompt);
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_history.add(response.candidates.first.content);
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}
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final actions = <FunctionResponse>[];
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for (final fn in response.functionCalls) {
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final args = fn.args;
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switch (fn.name) {
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case 'change_theme_color':
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final hex = args['hex'] as String;
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if (hex.length != 6) {
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actions.add(FunctionResponse(fn.name, {
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'type': 'Error',
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'message': 'hex must be exactly 6 characters',
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}));
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} else {
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themeColor.value = Color(int.parse('0xFF$hex'));
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actions.add(FunctionResponse(fn.name, {
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'type': 'Success',
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'message': 'theme color updated',
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}));
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}
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break;
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case 'change_theme_mode':
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final mode = args['mode'] as String;
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themeMode.value = switch (mode) {
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'system' => ThemeMode.system,
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'light' => ThemeMode.light,
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'dark' => ThemeMode.dark,
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(_) => ThemeMode.system,
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};
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actions.add(FunctionResponse(fn.name, {
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'type': 'Success',
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'message': 'theme mode updated',
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}));
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break;
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case 'change_text_scale_factor':
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final value = args['scale'] as num;
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textScaleFactor.value = value.toDouble();
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actions.add(FunctionResponse(fn.name, {
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'type': 'Success',
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'message': 'font scale updated',
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}));
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break;
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default:
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}
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}
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if (actions.isNotEmpty) {
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return await callWithActions([
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...prompt,
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if (response.functionCalls.isNotEmpty)
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Content.model(response.functionCalls),
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for (final res in actions)
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Content.functionResponse(res.name, res.response),
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]);
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}
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return response;
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}
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void addMessage(Sender sender, String value, {bool clear = false}) {
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if (clear) {
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_history.clear();
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messages.value = [];
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}
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messages.value = messages.value.toList()..add((sender, value));
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}
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@override
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Widget build(BuildContext context) {
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return AnimatedBuilder(
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animation: messages,
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builder: (context, child) {
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final reversed = messages.value.reversed;
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return Scaffold(
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appBar: AppBar(
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title: Text(widget.title),
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),
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body: messages.value.isEmpty
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? const Center(
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child: Padding(
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padding: EdgeInsets.all(32.0),
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child: Text('Start changing the theme! Try typing '
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'in requests like "Make the colors darker" or "Make the '
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'font larger" and see what happens.'),
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),
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)
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: ListView.builder(
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padding: const EdgeInsets.all(8),
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reverse: true,
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itemCount: reversed.length,
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itemBuilder: (context, index) {
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final (sender, message) = reversed.elementAt(index);
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return MessageWidget(
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isFromUser: sender == Sender.user,
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text: message,
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);
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},
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),
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bottomNavigationBar: BottomAppBar(
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padding: const EdgeInsets.all(8),
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child: Row(
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children: [
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Expanded(
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child: TextField(
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controller: controller,
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decoration: textFieldDecoration(
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context,
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'Change the theme color, font scale factor or brightness',
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),
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onEditingComplete: sendMessage,
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onSubmitted: (value) => sendMessage(),
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),
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),
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const SizedBox(width: 8),
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AnimatedBuilder(
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animation: loading,
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builder: (context, _) {
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if (loading.value) {
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return const CircularProgressIndicator();
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}
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return IconButton(
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onPressed: sendMessage,
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icon: const Icon(Icons.send),
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tooltip: 'Send a message',
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);
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},
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),
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],
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),
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),
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);
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},
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);
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}
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}
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enum Sender {
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user,
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system,
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}
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