Dialogflow Flutter example
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import 'package:meta/meta.dart'; | |
import 'package:googleapis_auth/auth_io.dart' as auth; | |
import "package:googleapis/dialogflow/v2.dart"; | |
import 'package:uuid/uuid.dart'; | |
import 'package:flutter/services.dart' show rootBundle; | |
import 'dart:convert'; | |
class Dialogflow { | |
final String serviceAccountPath; | |
auth.ServiceAccountCredentials credentials; | |
auth.AuthClient sessionClient; | |
DialogflowApi df; | |
String projectId; | |
/// Create a Dialogflow instance | |
/// | |
/// ``` | |
/// var df = Dialogflow(serviceAccountPath: "assets/credentials.json"); | |
/// var sessionPath = await df.getSession(); | |
/// var request = Dialogflow.getRequestTextInput(query, "en-US"); | |
/// var response = await df.detectIntent(request, sessionPath); | |
/// | |
/// print(response.queryResult.fulfillmentText); | |
/// ``` | |
Dialogflow({ @required this.serviceAccountPath}); | |
Future<String> getSession() async { | |
const scopes = ["https://www.googleapis.com/auth/cloud-platform"]; | |
// Load the service account the specified path (see pubspec.yaml) | |
String jsonCredentials = await _getJsonCredentials(this.serviceAccountPath); | |
// Set the projectId | |
Map jsonData = json.decode(jsonCredentials); | |
this.projectId = jsonData['project_id']; | |
try{ | |
// Get the credentials from the service account json file | |
this.credentials = auth.ServiceAccountCredentials.fromJson(jsonCredentials); | |
// Create an authentication client | |
auth.AuthClient client = await auth.clientViaServiceAccount(this.credentials, scopes); | |
// Set the Dialogflow API instance | |
this.df = DialogflowApi(client); | |
} catch (e) { | |
print(e); | |
} | |
// Return the full Session path | |
return this._getSessionPath(); | |
} | |
// Build a Dialogflow Text request | |
static GoogleCloudDialogflowV2DetectIntentRequest getRequestTextInput(String msg, String lang){ | |
// Create a text input | |
final inputText = GoogleCloudDialogflowV2TextInput() | |
..text = msg | |
..languageCode = lang; | |
// Assign the inputText to the queryInput | |
final queryInput = GoogleCloudDialogflowV2QueryInput() | |
..text = inputText; | |
// Get the rest of the request | |
GoogleCloudDialogflowV2DetectIntentRequest request = _getRequest(queryInput); | |
return request; | |
} | |
// Build a Dialogflow Audio request | |
static detectAudioStream(String msg){ | |
//TODO | |
} | |
Future<GoogleCloudDialogflowV2DetectIntentResponse> detectIntent(GoogleCloudDialogflowV2DetectIntentRequest request, String sessionPath) async { | |
// Get a session URL for detectIntent call | |
var session = "$sessionPath:detectIntent"; | |
final response = await this.df.projects.agent.sessions.detectIntent(request, session); | |
return response; | |
} | |
String _getSessionPath() { | |
// Get a session path with a unique session id | |
var sessionId = new Uuid().v4(); | |
return "projects/${this.projectId}/agent/sessions/$sessionId"; | |
} | |
Future<String> _getJsonCredentials(String path) async { | |
var response; | |
try{ | |
// Read the credentials from the JSON file as a String | |
response = await rootBundle.loadString(path); | |
} catch (e) { | |
print(e); | |
} | |
return response; | |
} | |
static GoogleCloudDialogflowV2DetectIntentRequest _getRequest(GoogleCloudDialogflowV2QueryInput queryInput) { | |
// Build the request | |
final request = new GoogleCloudDialogflowV2DetectIntentRequest() | |
..queryInput = queryInput; | |
return request; | |
} | |
} |
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import 'package:flutter/material.dart'; | |
import 'package:flutter_dialogflow_agent/dialogflow_v2.dart'; | |
import 'flutter_sound_recorder.dart'; | |
void main() => runApp(new MyApp()); | |
class MyApp extends StatelessWidget { | |
@override | |
Widget build(BuildContext context) { | |
return new MaterialApp( | |
title: 'Flutter Dialogflow Agent', | |
theme: new ThemeData( | |
primarySwatch: Colors.deepOrange, | |
), | |
debugShowCheckedModeBanner: false, | |
home: new HomePageDialogflow(), | |
); | |
} | |
} | |
class HomePageDialogflow extends StatefulWidget { | |
HomePageDialogflow({Key key, this.title}) : super(key: key); | |
final String title; | |
@override | |
_HomePageDialogflow createState() => new _HomePageDialogflow(); | |
} | |
class _HomePageDialogflow extends State<HomePageDialogflow> { | |
int _selectedIndex = 0; | |
final List<ChatMessage> _messages = <ChatMessage>[]; | |
final TextEditingController _textController = new TextEditingController(); | |
Widget _buildTextComposer() { | |
return new IconTheme( | |
data: new IconThemeData(color: Theme.of(context).accentColor), | |
child: new Container( | |
margin: const EdgeInsets.symmetric(horizontal: 8.0), | |
child: new Row( | |
children: <Widget>[ | |
new Flexible( | |
child: new TextField( | |
controller: _textController, | |
onSubmitted: _handleSubmitted, | |
decoration: | |
new InputDecoration.collapsed(hintText: "Send a message"), | |
), | |
), | |
new Container( | |
margin: new EdgeInsets.symmetric(horizontal: 4.0), | |
child: new IconButton( | |
icon: new Icon(Icons.send), | |
onPressed: () => _handleSubmitted(_textController.text)), | |
), | |
], | |
), | |
), | |
); | |
} | |
void response(query) async { | |
_textController.clear(); | |
var df = Dialogflow(serviceAccountPath: "assets/credentials.json"); | |
var sessionPath = await df.getSession(); | |
var request = Dialogflow.getRequestTextInput(query, "en-US"); | |
var response = await df.detectIntent(request, sessionPath); | |
ChatMessage message = new ChatMessage( | |
text: response.queryResult.fulfillmentText, | |
name: "Bot", | |
type: false, | |
); | |
setState(() { | |
_messages.insert(0, message); | |
}); | |
} | |
void _handleSubmitted(String text) { | |
_textController.clear(); | |
ChatMessage message = new ChatMessage( | |
text: text, | |
name: "You", | |
type: true, | |
); | |
setState(() { | |
_messages.insert(0, message); | |
}); | |
response(text); | |
} | |
void _onNavItemTapped(int index) { | |
setState(() { | |
_selectedIndex = index; | |
}); | |
} | |
@override | |
Widget build(BuildContext context) { | |
List<Widget> _widgetOptions = <Widget>[ | |
Column(children: <Widget>[ | |
new Flexible( | |
child: new ListView.builder( | |
padding: new EdgeInsets.all(8.0), | |
reverse: true, | |
itemBuilder: (_, int index) => _messages[index], | |
itemCount: _messages.length, | |
)), | |
new Divider(height: 1.0), | |
new Container( | |
decoration: new BoxDecoration(color: Theme.of(context).cardColor), | |
child: _buildTextComposer(), | |
), | |
]), | |
AudioRecognize() | |
]; | |
return new Scaffold( | |
appBar: new AppBar( | |
centerTitle: true, | |
title: new Text("Flutter Dialogflow Agent"), | |
), | |
body: Center( | |
child: _widgetOptions.elementAt(_selectedIndex), | |
), | |
bottomNavigationBar: BottomNavigationBar( | |
items: const <BottomNavigationBarItem>[ | |
BottomNavigationBarItem( | |
icon: Icon(Icons.code), | |
label: 'Chatbot', | |
), | |
BottomNavigationBarItem( | |
icon: Icon(Icons.mic), | |
label: 'Speech', | |
), | |
], | |
currentIndex: _selectedIndex, | |
selectedItemColor: Colors.amber[800], | |
onTap: _onNavItemTapped, | |
), | |
); | |
} | |
} | |
class ChatMessage extends StatelessWidget { | |
ChatMessage({this.text, this.name, this.type}); | |
final String text; | |
final String name; | |
final bool type; | |
List<Widget> otherMessage(context) { | |
return <Widget>[ | |
new Container( | |
margin: const EdgeInsets.only(right: 16.0), | |
child: new CircleAvatar(child: new Text('B')), | |
), | |
new Expanded( | |
child: new Column( | |
crossAxisAlignment: CrossAxisAlignment.start, | |
children: <Widget>[ | |
new Text(this.name, | |
style: new TextStyle(fontWeight: FontWeight.bold)), | |
new Container( | |
margin: const EdgeInsets.only(top: 5.0), | |
child: new Text(text), | |
), | |
], | |
), | |
), | |
]; | |
} | |
List<Widget> myMessage(context) { | |
return <Widget>[ | |
new Expanded( | |
child: new Column( | |
crossAxisAlignment: CrossAxisAlignment.end, | |
children: <Widget>[ | |
new Text(this.name, style: Theme.of(context).textTheme.subtitle1), | |
new Container( | |
margin: const EdgeInsets.only(top: 5.0), | |
child: new Text(text), | |
), | |
], | |
), | |
), | |
new Container( | |
margin: const EdgeInsets.only(left: 16.0), | |
child: new CircleAvatar( | |
child: new Text( | |
this.name[0], | |
style: new TextStyle(fontWeight: FontWeight.bold), | |
)), | |
), | |
]; | |
} | |
@override | |
Widget build(BuildContext context) { | |
return new Container( | |
margin: const EdgeInsets.symmetric(vertical: 10.0), | |
child: new Row( | |
crossAxisAlignment: CrossAxisAlignment.start, | |
children: this.type ? myMessage(context) : otherMessage(context), | |
), | |
); | |
} | |
} |
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# ... | |
dependencies: | |
uuid: 2.2.2 | |
googleapis: ^1.0.0 | |
googleapis_auth: any | |
flutter: | |
sdk: flutter | |
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 | |
assets: | |
- assets/credentials.json | |
#... |
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