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The easy way to use ML Kit for generating smart replies in Flutter.

ML Smart Reply #

The easy way to use ML Kit for generating smart replies in Flutter.

With ML Kit's Smart Reply, you can automatically generate relevant replies to messages. Smart Reply helps your users respond to messages quickly, and makes it easier to reply to messages on devices with limited input capabilities.

Getting Started #

Add dependency to your flutter project:

$ flutter pub add learning_smart_reply

or

dependencies:
  learning_smart_reply: ^0.0.2

Then run flutter pub get.

Usage #

import 'package:learning_smart_reply/learning_smart_reply.dart';

Generating Smart Replies #

We can generate smart replies by feeding chat message history to SmartReplyGenerator.

SmartReplyGenerator smartReply = SmartReplyGenerator();

Uuid uuid = Uuid();
String userId = uuid.v4();
int now = DateTime.now().millisecondsSinceEpoch;

List<Message> history = [
  Message('Hi', user: userId, timestamp: now - (60*60*1000)),
  Message('How are you?', timestamp: now - (20*60*1000)),
  Message('I am fine. Thanks.', user: userId, timestamp: now - (10*60*1000)),
];

List result = await _smartReply.generateReplies(history);

print('Result:');
print(result);

Dispose #

smartReply.dispose();

Example Project #

You can learn more from example project here.

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The easy way to use ML Kit for generating smart replies in Flutter.

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License

Icon for licenses.MIT (LICENSE)

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flutter

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