how I can integrate AI in my app?
Generated on 9/6/2024
1 search
To integrate AI into your app on Apple platforms, you can leverage several built-in machine learning frameworks and tools provided by Apple. Here are some key points and resources from the WWDC sessions:
-
Machine Learning Frameworks: Apple offers a variety of frameworks for integrating AI capabilities into your app. These include APIs for natural language processing, sound analysis, speech understanding, and vision intelligence. The Vision framework, for example, provides capabilities like text extraction, face detection, and body pose recognition. This year, a new Swift API for Vision has been introduced, making it easier to integrate these features into your app.
-
Create ML: You can use Create ML to train models with your own data. This is particularly useful if you have unique datasets, such as images, that you want to use to improve classification and object detection.
-
Running Models on Device: You can import and run AI models on the device, including large language models or diffusion models developed elsewhere. This allows you to take advantage of AI-accelerated hardware on Apple devices.
-
App Intents and Siri Integration: By using app intents, you can expose your app's capabilities to Siri and Apple Intelligence. This allows users to interact with your app through Siri, using natural language commands. The app intents framework has been enhanced to support more actions and deeper integration with Siri.
-
Generative Tools: Apple has introduced new generative tools like Genmoji and Image Playground, which allow users to create and embed images with minimal code. These tools run locally on the device, ensuring privacy and efficiency.
For more detailed information, you can refer to the following sessions:
- Platforms State of the Union (15:45) - Discusses machine learning frameworks and AI integration.
- Explore machine learning on Apple platforms (03:54) - Covers ML-powered APIs and the Vision framework.
- Bring your app to Siri (01:49) - Explains how to integrate your app with Siri using app intents.
These resources will help you understand how to effectively integrate AI into your app using Apple's latest technologies.
Platforms State of the Union
Discover the newest advancements on Apple platforms.
Explore machine learning on Apple platforms
Get started with an overview of machine learning frameworks on Apple platforms. Whether you’re implementing your first ML model, or an ML expert, we’ll offer guidance to help you select the right framework for your app’s needs.
Bring your app to Siri
Learn how to use App Intents to expose your app’s functionality to Siri. Understand which intents are already available for your use, and how to create custom intents to integrate actions from your app into the system. We’ll also cover what metadata to provide, making your entities searchable via Spotlight, annotating onscreen references, and much more.