React Native AI: Bringing On-Device LLMs With AI SDK

Date
Tuesday, September 2, 2025
Time
Location
Wrocław, Poland
Online

React Native AI: Bringing On-Device LLMs With AI SDK

Need offline AI in your mobile app? This talk recording demonstrates how to use the AI SDK to create a custom provider for on-device LLMs in React Native, ensuring privacy and functionality anywhere.

Date
02 September 2025
-
Time
Location
Wrocław, Poland
Online

React Native AI: Bringing On-Device LLMs With AI SDK

youtube-cover
Video Unavailable
Organizer
Organizer
Presented
AI Meetup
@
Speakers
Speakers
Featuring
Szymon Rybczak
Software Developer
@
Callstack
Featuring
Szymon Rybczak
Software Developer
@
Callstack

The AI SDK provides an elegant abstraction layer that simplifies building sophisticated AI applications across cloud and on-device environments. AI SDK allows providing custom providers; and in this talk, Szymon will demonstrate how we built a custom provider and brought on-device local offline LLMs to mobile apps.

Let’s discuss the creation of React Native AI, a custom AI SDK provider that enables local LLM execution directly in React Native apps. Szymon will also talk about the provider architecture of AI SDK and show how we leveraged it to integrate with MLC LLM Engine and Apple's foundation models to mobile devices.

What you'll discover:

  • AI SDK: Why we decided to rely on it when building React Native AI
  • AI SDK provider architecture: Understanding the core abstraction and how providers work
  • Building custom providers: Step-by-step implementation of on-device LLM providers
  • Seamless integration: How ⁠React Native AI into ⁠generateText() and ⁠streamText()
  • Apple Intelligence provider: Creating ⁠@react-native-ai/apple as an AI SDK-compatible provider
  • Provider flexibility: Switching between cloud and on-device models with identical APIs
  • Live demo: Szymon will showcase how the same AI SDK code works seamlessly across OpenAI's cloud models and local on-device LLMs, highlighting the power of AI SDK.

Register now
Integrating AI into your React Native workflow?

We help teams leverage AI to accelerate development and deliver smarter user experiences.

Let's chat
Link copied to clipboard!
//
Save my spot

React Native AI: Bringing On-Device LLMs With AI SDK

Need offline AI in your mobile app? This talk recording demonstrates how to use the AI SDK to create a custom provider for on-device LLMs in React Native, ensuring privacy and functionality anywhere.

//
Insights

Learn more about

AI

Here's everything we published recently on this topic.

Sort
//
AI

We can help you move
it forward!

At Callstack, we work with companies big and small, pushing React Native everyday.

React Native Development

Hire expert React Native engineers to build, scale, or improve your app, from day one to production.

React Native Performance Optimization

Improve React Native apps speed and efficiency through targeted performance enhancements.

Quality Assurance

Combine automated and manual testing with CI/CD integration to catch issues early and deliver reliable React Native releases.

Scalability Engineering

Design and validate React Native architectures that scale-supporting high traffic, modular teams, and long-term performance.

Code Sharing

Implement effective code-sharing strategies across all platforms to accelerate shipping and reduce code duplication.