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Smart Reply Firebase

Smart Reply is an ML Kit provided by the Firebase that generates relevant replies to messages. Firebase Smart Reply can be used in various where a quick reply is required. To generate smart replies, you have to pass the Conversation list of recent messages. If the smart reply API message is in English, and when the text doesn’t have any sensitive subject matter, the Smart reply API generates up to three replies, which you can suggest it the user.

 

 

Let’s start implementing

 

 

 

 

 

 

First, we have to create a list of FirebaseTextMessage object to generate smart replies that which we have to pass it on the conversation to the model for generating smart replies.

when the user sends a message:

When the user receives a message

Here, a unique user id is a string that helps to identify the sender in that conversation. When the conversation list of FirebaseTextMessage is passed to the smart reply method after it gets succeeds, a SmartReplySuggestionResult object is passed to the success handler. This object contains a list of up to 3 suggested replies, which you can present to your user.

 

As there are advantages of using this smart reply API to get suggestions for a quick response but it also has some limitations like, Currently, the API only works in English. and the Firebase Smart Reply API will not provide a response if there are any sensitive topics.

 

Here is the final result:

 

 

 

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That’s it from my side for today, thanks for reading it until now. If you want to read more about the firebase ML kit, check out the official developer documentation below: https://firebase.google.com/docs/ml-kit

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