aub_ai 1.0.1 
aub_ai: ^1.0.1 copied to clipboard
brutalcoding.comAubAI allows you to supercharge apps with on-device AI capabilities. Offline AI is the next frontier in cross-platform app development, and AubAI makes it easy to add it to your app.
import 'dart:io';
import 'package:aub_ai/aub_ai.dart';
import 'package:aub_ai/prompt_template.dart';
import 'package:file_picker/file_picker.dart';
import 'package:flutter/material.dart';
void main() {
runApp(const MyApp());
}
class MyApp extends StatefulWidget {
const MyApp({super.key});
@override
State<MyApp> createState() => _MyAppState();
}
enum TalkAsyncState {
idle,
thinking,
talking,
}
class _MyAppState extends State<MyApp> {
/// This text controller is used combined with the PromptTemplate to send
/// the prompt to the AI.
final TextEditingController textControllerUserPrompt =
TextEditingController();
/// This text is used to show the response from the AI in the UI.
String responseFromAi = '';
TalkAsyncState talkAsyncState = TalkAsyncState.idle;
File? file;
// Define ChatML as the default prompt template
PromptTemplate promptTemplate = PromptTemplate.chatML().copyWith(
contextSize: 2048,
);
/// Each PromptTemplate comes with a default prompt.
/// While this prompt is not required, it can be used to get started.
/// Good practice is to show the user the default prompt to give them an idea.
late final String _promptTemplateDefaultPrompt;
@override
void initState() {
super.initState();
_promptTemplateDefaultPrompt = promptTemplate.prompt;
}
@override
Widget build(BuildContext context) {
return MaterialApp(
debugShowCheckedModeBanner: false,
theme: ThemeData(
primarySwatch: Colors.red,
useMaterial3: true,
),
home: Scaffold(
appBar: AppBar(
actions: [
IconButton(
onPressed: talkAsyncState == TalkAsyncState.idle
? () {
setState(
() {
file = null;
textControllerUserPrompt.clear();
responseFromAi = '';
promptTemplate = promptTemplate.copyWith(
prompt: '',
);
talkAsyncState = TalkAsyncState.idle;
},
);
}
: null,
icon: const Icon(Icons.clear),
tooltip: 'Reset',
),
],
),
body: Center(
child: Container(
constraints: const BoxConstraints(
maxWidth: 960,
),
child: SingleChildScrollView(
child: Column(
mainAxisAlignment: MainAxisAlignment.spaceAround,
children: [
const CircleAvatar(
minRadius: 64,
maxRadius: 128,
backgroundImage: AssetImage(
'assets/appicon_avatar.png',
),
),
const SizedBox(height: 16),
const Text(
'Daniel Breedeveld',
style: TextStyle(
fontSize: 12,
fontWeight: FontWeight.bold,
),
),
const SizedBox(height: 16),
const Text(
'Ask me anything!',
style: TextStyle(
fontSize: 24,
fontWeight: FontWeight.bold,
),
),
const SizedBox(height: 16),
if (file == null)
// Ask user to select a file
Column(
children: [
const Padding(
padding: EdgeInsets.all(8.0),
child: Text(
'In order to start, please select a model file from your device',
textAlign: TextAlign.center,
style: TextStyle(
fontSize: 16,
fontWeight: FontWeight.bold,
),
),
),
// Description of what this file is about.
// This is the file that contains the knowledge of the AI.
// Text widget:
const Text(
'This file is what contains the knowledge of the AI',
textAlign: TextAlign.center,
style: TextStyle(
fontSize: 12,
fontWeight: FontWeight.bold,
),
),
// Button to select a file
Padding(
padding: const EdgeInsets.all(8.0),
child: ElevatedButton(
onPressed: () async {
FilePickerResult? result =
await FilePicker.platform.pickFiles();
if (result == null) {
return;
}
final tmpFile = File(result.files.single.path!);
setState(() {
file = tmpFile;
});
},
child: const Text('Pick a file'),
),
),
],
),
Column(
children: [
Padding(
padding: const EdgeInsets.symmetric(
horizontal: 16,
vertical: 8,
),
child: Row(
mainAxisSize: MainAxisSize.min,
children: [
Expanded(
child: TextField(
controller: textControllerUserPrompt,
onSubmitted: (_) => _sendPromptToAi(),
enabled: file != null &&
talkAsyncState == TalkAsyncState.idle,
decoration: InputDecoration(
border: const OutlineInputBorder(),
labelText:
'Example: "$_promptTemplateDefaultPrompt"',
),
),
),
Flexible(
child: Padding(
padding: const EdgeInsets.all(8.0),
child: Stack(
children: [
Tooltip(
// When the AI is busy, the tooltip will
// show the reason why the button is disabled
waitDuration: const Duration(seconds: 1),
message: talkAsyncState ==
TalkAsyncState.thinking ||
talkAsyncState ==
TalkAsyncState.talking
? 'The AI is busy, please wait'
: 'Send this prompt to the AI in order to get a response',
child: ElevatedButton.icon(
style: ElevatedButton.styleFrom(
shape: const RoundedRectangleBorder(
borderRadius: BorderRadius.all(
Radius.circular(8),
),
),
minimumSize: const Size(0, 64),
),
onPressed: file != null &&
talkAsyncState ==
TalkAsyncState.idle
? () => _sendPromptToAi()
: null,
icon: const Icon(Icons.send),
label: const Text('Send'),
),
),
// Show a progress indicator when the AI is thinking
if (talkAsyncState ==
TalkAsyncState.thinking ||
talkAsyncState ==
TalkAsyncState.talking)
const Positioned.fill(
child: Align(
alignment: Alignment.bottomCenter,
child: Padding(
padding: EdgeInsets.symmetric(
horizontal: 4,
),
child: LinearProgressIndicator(
borderRadius: BorderRadius.all(
Radius.circular(16),
),
),
),
),
),
],
),
),
),
],
),
),
],
),
Center(
child: Container(
padding: const EdgeInsets.all(8),
child: Column(
mainAxisAlignment: MainAxisAlignment.center,
children: [
Center(
child: Column(
children: [
// Show output from AI in a TextField
if (talkAsyncState == TalkAsyncState.talking ||
responseFromAi.isNotEmpty) ...[
Padding(
padding: const EdgeInsets.all(8.0),
child: TextField(
controller: TextEditingController(
text: responseFromAi,
),
maxLines: 20,
readOnly: true,
decoration: const InputDecoration(
border: OutlineInputBorder(),
),
),
),
],
if (talkAsyncState == TalkAsyncState.thinking &&
responseFromAi.isEmpty)
Center(
child: Column(
mainAxisAlignment: MainAxisAlignment.center,
mainAxisSize: MainAxisSize.max,
children: [
// Prompt that was sent to the AI
Text(
'"${promptTemplate.prompt}"',
textAlign: TextAlign.center,
style: const TextStyle(
fontSize: 16,
fontWeight: FontWeight.bold,
),
),
const SizedBox(height: 32),
const Text(
"Thinking...",
textAlign: TextAlign.center,
style: TextStyle(
fontSize: 12,
fontWeight: FontWeight.bold,
),
),
const SizedBox(height: 32),
const CircularProgressIndicator
.adaptive(),
],
),
),
],
)),
],
),
),
),
],
),
),
),
),
),
);
}
void _sendPromptToAi() async {
if (file == null || textControllerUserPrompt.text.isEmpty) {
return;
}
// Set the prompt to the text in the text field
promptTemplate = PromptTemplate.chatML().copyWith(
prompt: textControllerUserPrompt.text.trim(),
);
// Clear the response from the AI
setState(() {
talkAsyncState = TalkAsyncState.thinking;
// Clear the text field
textControllerUserPrompt.clear();
});
// Debug print the prompt
debugPrint('Prompt: ${promptTemplate.prompt}');
await talkAsync(
filePathToModel: file!.path,
promptTemplate: promptTemplate,
onTokenGenerated: (String token) {
if (talkAsyncState == TalkAsyncState.thinking) {
// Change the state to talking when the first token is generated
setState(() {
talkAsyncState = TalkAsyncState.talking;
responseFromAi = '';
});
}
// Add the token to the response from the AI
setState(() {
responseFromAi += token;
});
},
);
// Change the state back to idle when the AI is done talking
setState(() {
talkAsyncState = TalkAsyncState.idle;
});
}
}Metadata
19
likes
0
pub points
68%
popularity
Publisher
Metadata
AubAI allows you to supercharge apps with on-device AI capabilities. Offline AI is the next frontier in cross-platform app development, and AubAI makes it easy to add it to your app.
Homepage
Repository (GitHub)
View/report issues
Topics
#ai #flutter #cross-platform #nlp #llms
Funding
Consider supporting this project:
github.com
buymeacoffee.com
License
unknown (license)
Dependencies
ffi, flutter, freezed_annotation, json_annotation, plugin_platform_interface
