Exploring On-Device Generative AI: ML Kit Meets Gemini Nano 4 for Multimodal Inference

product #on-device ai 📝 Blog|Analyzed: Apr 22, 2026 09:29•

Published: Apr 22, 2026 09:25

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1 min read

Analysis

This article provides a fantastic hands-on look at the exciting future of mobile Generative AI by utilizing Google's Gemini Nano 4. Developers can now easily build highly responsive applications that run Multimodal Inference directly on Android devices, drastically reducing Latency and preserving user privacy. The seamless integration with ML Kit's Prompt API opens up incredible new opportunities for creating smart, context-aware mobile apps.

Key Takeaways

•Google announced Gemini Nano 4 on April 2, 2026, bringing powerful new capabilities to mobile devices.
•The ML Kit Generative AI API now supports model selection, including the Gemini Nano 4 Developer Preview.
•Developers can perform Multimodal Inference on supported AICore devices like Pixel 9/10 and Samsung Galaxy S25/S26 using both text and images.

Reference / Citation

"By combining an image and a prompt, we created a request. For the response format, you can choose between streaming or non-streaming."

Q

Qiita LLMApr 22, 2026 09:25

* Cited for critical analysis under Article 32.

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Source: Qiita LLM