Amplify Framework Update – Quickly Add Machine Learning Capabilities to Your Web and Mobile Apps
At AWS, we want to put machine learning in the hands of every developer. For example, we have pre-trained AI services for areas such as computer vision and language that you can use without any expertise in machine learning. Today we are making another step in that direction with the addition of a new Predictions category to the Amplify Framework . In this way, you can add and configure AI/ML use cases for your web or mobile application with few lines of code!
AWS Amplify consists of a development framework and developer services that make super easy to build mobile and web applications on AWS. The open-source Amplify Framework provides an opinionated set of libraries, user interface (UI) components, and a command line interface (CLI) to build a cloud backend and integrate it with your web or mobile apps. Amplify leverages a core set of AWS services organized into categories, including storage, authentication & authorization, APIs (GraphQL and REST), analytics, push notifications, chat bots, and AR/VR.
Using the Amplify Framework CLI, you can interactively initialize your project with amplify init . Then, you can go through your storage (amplify add storage ) and user authentication & authorization (amplify add auth ) options.
Now, you can also use amplify add predictions to configure your app to:
Identify text, entities, and labels in images using Amazon Rekognition , or identify text in scanned documents to get the contents of fields in forms and information stored in tables using Amazon Textract .
Convert text into a different language using Amazon Translate , text to speech using Amazon Polly , and speech to text using Amazon Transcribe .
Interpret text to find the dominant language, the entities, the key phrases, the sentiment, or the syntax of unstructured text using Amazon Comprehend .
You can select to have each of the above actions available only to authenticated users of your app, or also for guest , unauthenticated users. Based on your inputs, Amplify configures the necessary permissions using AWS Identity and Access Management (IAM) roles and Amazon Cognito .
You can start building you next web or mobile app using Amplify today by following the get-started tutorial here and give us your feedback in the Amplify Framework Github repository .
There are lots of other options and features available in the Predictions category of the Amplify Framework. Please see this walkthrough on the AWS Mobile Blog for an in-depth example of building a machine-learning powered app.
It has never been easier to add machine learning functionalities to a web or mobile app, please let me know what you’re going to build next.