关于flutter:我用-Flutter-Gemini-写了一个水贴-APP

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我用 Flutter Gemini 写了一个水贴 APP

视频

https://youtu.be/sEpJWfNwbmk

https://www.bilibili.com/video/BV1gH4y177sy/

前言

原文 https://ducafecat.com/blog/flutter-gemini-ai-integration

本文通过 Flutter 插件 google_generative_ai 疾速的集成了 google ai gemini 来实现一个水贴的工具。

代码

https://github.com/ducafecat/flutter_develop_tips/tree/main/flutter_application_gemini

gemini 介绍

门户站

https://gemini.google.com/

开发站

https://ai.google.dev/

Google Cloud 免费

https://console.cloud.google.com

参考

https://medium.com/flutter/harness-the-gemini-api-in-your-dar…

https://ai.google.dev/tutorials/dart_quickstart?hl=zh-cn

https://ai.google.dev/models/gemini?hl=zh-cn

技术限度

限度国家 IP

限度模拟器运行，须要真机运行

筹备工作

获取 gemini api key

https://aistudio.google.com/app/apikey?hl=zh-cn

模型阐明

https://ai.google.dev/models/gemini?hl=zh-cn

测试无效

申请地址 url

https://generativelanguage.googleapis.com/v1beta/models/gemini-pro:generateContent?key=YOUR_API_KEY

参数 

{
    "contents": [
        {
            "parts": [
                {"text": "介绍下如何疾速学习 Flutter."}
            ]
        }
    ]
}

postman 测试

Flutter 开发步骤

增加 pub 包

pubspec.yaml

dependencies:
  flutter:
    sdk: flutter

  # The following adds the Cupertino Icons font to your application.
  # Use with the CupertinoIcons class for iOS style icons.
  cupertino_icons: ^1.0.2
  google_generative_ai: ^0.2.1
  dio: ^5.4.1
  flutter_markdown: ^0.6.20

插件包站：

https://flutter.ducafecat.com

https://pub.dev

筹备图片

pubspec.yaml

# The following section is specific to Flutter packages.
flutter:
  # The following line ensures that the Material Icons font is
  # included with your application, so that you can use the icons in
  # the material Icons class.
  uses-material-design: true

  # To add assets to your application, add an assets section, like this:
  assets:
    - assets/images/

筹备了 1.jpg 2.jpg , 一会让 gemini 辨认下图片内容。

配置 API Key

.vscode/launch.json

{
    // 应用 IntelliSense 理解相干属性。// 悬停以查看现有属性的形容。// 欲了解更多信息，请拜访: https://go.microsoft.com/fwlink/?linkid=830387
    "version": "0.2.0",
    "configurations": [
        {
            "name": "flutter_application_gemini",
            "request": "launch",
            "type": "dart",
            "flutterMode": "debug",
            "program": "lib/main.dart",
            "args": ["--dart-define=API_KEY=you key"]
        },
        {"name": "flutter_application_gemini (profile mode)",
            "request": "launch",
            "type": "dart",
            "flutterMode": "profile"
        },
        {"name": "flutter_application_gemini (release mode)",
            "request": "launch",
            "type": "dart",
            "flutterMode": "release"
        }
    ]
}

lib/main.dart

class MyApp extends StatelessWidget {const MyApp({super.key});

  static String apiKey = const String.fromEnvironment('API_KEY');
  ......

首页

lib/index.dart

题目 

  @override
  Widget build(BuildContext context) {
    return Scaffold(
      appBar: AppBar(title: const Text('Google Gemini AI 水贴'),
      ),
      body: _buildView(),);
  }

主视图 

  Widget _buildView() {
    return Container(padding: const EdgeInsets.all(10),
      child: GridView.extent(
        maxCrossAxisExtent: 150,
        mainAxisSpacing: 20,
        crossAxisSpacing: 20,
        children: <Widget>[
          // 1 内容生成
          _buildItem(
            "内容生成",
            onTap: () => Navigator.push(
              context,
              MaterialPageRoute(builder: (context) => const ContentPage()),
            ),
          ),

          // 2 散失内容生成
          _buildItem(
            "散失内容",
            onTap: () => Navigator.push(
              context,
              MaterialPageRoute(builder: (context) => const StreamPage()),
            ),
          ),

          // 3 图片辨认
          _buildItem(
            "图片辨认",
            onTap: () => Navigator.push(
              context,
              MaterialPageRoute(builder: (context) => const VersionPage()),
            ),
          ),
        ],
      ),
    );
  }

单元格 

  Widget _buildItem(String title, {Function()? onTap}) {
    return GestureDetector(
      onTap: onTap,
      child: Container(
        decoration: BoxDecoration(border: Border.all(color: Colors.grey),
        ),
        child: Center(
            child: Text(
          title,
          style: const TextStyle(fontSize: 18),
        )),
      ),
    );
  }

内容生成

lib/content.dart

题目、发送、复制 

  @override
  Widget build(BuildContext context) {
    return Scaffold(
      appBar: AppBar(title: const Text('内容生成'),
        actions: [
          // 复制
          IconButton(onPressed: () {Clipboard.setData(ClipboardData(text: _content));
            },
            icon: const Icon(Icons.copy),
          ),
          // 提交
          IconButton(onPressed: () async {var res = await _doContentGeneration(_textController.text);
              setState(() {_content = res ?? "";});
            },
            icon: const Icon(Icons.send),
          )
        ],
      ),
      body: _buildView(),);
  }

输入框 

  final TextEditingController _textController = TextEditingController(text: "你当初是论坛水贴王子，请介绍下油管 up 主猫哥 (ducafecat), 他讲 flutter 技术，而且光明巫术也很好。");
  @override
  void dispose() {_textController.dispose();
    super.dispose();}

ai 生成 

  /// ai 内容
  String _content = "";
  /// 生成文字内容
  Future<String?> _doContentGeneration(String value) async {
    // 生成模型
    final model = GenerativeModel(
      // 模型名称
      model: 'gemini-pro',
      // API 密钥
      apiKey: MyApp.apiKey,
      // 依据可能的无害性调整您看到回复的可能性。基于内容无害性的概率进行屏蔽。safetySettings: [SafetySetting(HarmCategory.harassment, HarmBlockThreshold.medium), // 骚扰
        SafetySetting(HarmCategory.hateSpeech, HarmBlockThreshold.medium), // 怨恨舆论
        SafetySetting(HarmCategory.sexuallyExplicit, HarmBlockThreshold.medium), // x 暗示
        SafetySetting(HarmCategory.dangerousContent, HarmBlockThreshold.medium), // 危险内容
      ],
    );

    // 发问词列表
    final content = [Content.text(value),
    ];

    // 申请返回
    final response = await model.generateContent(content);
    return response.text;
  }

主视图 

  Widget _buildView() {
    return Column(
      children: [
        // 输入框
        TextField(
          controller: _textController,
          maxLines: 3,
          decoration: const InputDecoration(labelText: '输出你的提醒词',),
        ),

        // 内容
        Expanded(child: Markdown(data: _content)),
      ],
    );
  }

散失内容

lib/stream.dart

流式文字内容 

  /// 生成文字内容
  Future<void> _doContentStream(String value) async {
    // 生成模型
    final model = GenerativeModel(
      // 模型名称
      model: 'gemini-pro',
      // API 密钥
      apiKey: MyApp.apiKey,
      // 依据可能的无害性调整您看到回复的可能性。基于内容无害性的概率进行屏蔽。safetySettings: [SafetySetting(HarmCategory.harassment, HarmBlockThreshold.medium), // 骚扰
        SafetySetting(HarmCategory.hateSpeech, HarmBlockThreshold.medium), // 怨恨舆论
        SafetySetting(HarmCategory.sexuallyExplicit, HarmBlockThreshold.medium), // x 暗示
        SafetySetting(HarmCategory.dangerousContent, HarmBlockThreshold.medium), // 危险内容
      ],
    );

    // 发问词列表
    final content = [Content.text(value),
    ];

    // 清空
    setState(() {_content = "";});
    // 散失接管
    model.generateContentStream(content).listen((event) {setState(() {_content += event.text ?? "";});
    });
  }

图片辨认

lib/vision.dart

build

  @override
  Widget build(BuildContext context) {
    return Scaffold(
      appBar: AppBar(title: const Text('图片辨认'),
        actions: [
          // 复制
          IconButton(onPressed: () {Clipboard.setData(ClipboardData(text: _content));
            },
            icon: const Icon(Icons.copy),
          ),
          // 提交
          IconButton(onPressed: () async {var res = await _doVisionGeneration(_textController.text);
              setState(() {_content = res ?? "";});
            },
            icon: const Icon(Icons.send),
          )
        ],
      ),
      body: _buildView(),);
  }

主视图 

  Widget _buildView() {
    return Column(
      children: [
        // 输入框
        TextField(
          controller: _textController,
          // maxLines: 2,
          decoration: const InputDecoration(labelText: '输出你的提醒词',),
        ),

        // 图片列表
        SizedBox(
          height: 160,
          child: _buildImagesList(),),

        // 内容
        Expanded(child: Markdown(data: _content)),
      ],
    );
  }

输入框 

  final TextEditingController _textController =
      TextEditingController(text: "这两张图片是对于什么内容?");
  @override
  void dispose() {_textController.dispose();
    super.dispose();}

图片列表 

  /// 图片列表
  Widget _buildImagesList() {
    return Container(padding: const EdgeInsets.all(10),
      child: GridView.extent(
        maxCrossAxisExtent: 150,
        mainAxisSpacing: 20,
        crossAxisSpacing: 20,
        children: <Widget>[Image.asset("assets/images/1.jpg"),
          Image.asset("assets/images/2.jpg"),
        ],
      ),
    );
  }

图片辨认 

  /// ai 内容
  String _content = "";
  /// 读取图片
  Future<Uint8List> loadImage(String path) async {final ByteData data = await rootBundle.load(path);
    return data.buffer.asUint8List();}
  /// 图片辨认
  Future<String?> _doVisionGeneration(String value) async {
    // 生成模型
    final model = GenerativeModel(
      // 模型名称
      model: 'gemini-pro-vision',
      // API 密钥
      apiKey: MyApp.apiKey,
      // 依据可能的无害性调整您看到回复的可能性。基于内容无害性的概率进行屏蔽。safetySettings: [SafetySetting(HarmCategory.harassment, HarmBlockThreshold.medium), // 骚扰
        SafetySetting(HarmCategory.hateSpeech, HarmBlockThreshold.medium), // 怨恨舆论
        SafetySetting(HarmCategory.sexuallyExplicit, HarmBlockThreshold.medium), // x 暗示
        SafetySetting(HarmCategory.dangerousContent, HarmBlockThreshold.medium), // 危险内容
      ],
    );

    // 发问词列表
    final (firstImage, secondImage) = await (loadImage('assets/images/1.jpg'),
      loadImage('assets/images/2.jpg'),
      // File('assets/images/1.jpg').readAsBytes(),
      // File('assets/images/1.jpg').readAsBytes()).wait;
    final prompt = TextPart(value);
    final imageParts = [DataPart('image/jpeg', firstImage),
      DataPart('image/jpeg', secondImage),
    ];
    final response = await model.generateContent([Content.multi([prompt, ...imageParts])
    ]);

    // 申请返回
    return response.text;
  }

代码

https://github.com/ducafecat/flutter_develop_tips/tree/main/flutter_application_gemini

小结

感激浏览本文

如果有什么倡议，请在评论中让我晓得。我很乐意改良。

© 猫哥
ducafecat.com

end

正文完
flutter
发表至： flutter
2024-02-28
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