Android App Developers Can Now Use On-Device Artificial Intelligence with Kotlin
gemini
| Source: Mastodon | Original article
New book release: "On-Device GenAI with Android Kotlin" now available.
A new book titled "On-Device GenAI with Android Kotlin" has been released on Leanpub, focusing on mastering Gemini Nano, AICore, and local LLM deployment using MediaPipe and custom TFLite models. This release is significant as it provides developers with a comprehensive guide to integrating on-device GenAI capabilities into their Android apps using Kotlin.
As we reported earlier, on-device GenAI has been gaining traction, with Google's ML Kit providing APIs for summarization, proofreading, rewriting, and image descriptions. The book's author, Edgar Milvus, leverages these APIs, along with AICore and Gemini Nano, to demonstrate how to perform generative AI tasks locally on Android devices, enhancing user privacy and app functionality.
Developers can expect to learn about building native user interfaces with Jetpack Compose, managing application components with Hilt, and utilizing Google ML Kit's GenAI models and inference capabilities. With this book, Android developers can now explore the possibilities of on-device GenAI and create more sophisticated, privacy-focused apps. We will be watching how this technology evolves and its potential impact on the Android development community.
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