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

Callstack Engineers via YouTube

Overview

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Explore how to implement on-device large language models in React Native applications using the AI SDK's provider architecture in this 19-minute conference talk from AI Meetup Wrocław 2025. Learn about the AI SDK's elegant abstraction layer that simplifies building sophisticated AI applications across cloud and on-device environments, and discover how to create custom providers for local LLM execution. Understand the motivation behind choosing AI SDK as the foundation for React Native AI, a custom provider that enables offline LLM functionality directly in mobile apps. Examine the step-by-step implementation process for building custom on-device LLM providers and see how to leverage MLC LLM Engine and Apple's foundation models for mobile integration. Discover how to seamlessly integrate React Native AI with generateText() and streamText() functions, and explore the creation of the @react-native-ai/apple provider as an AI SDK-compatible solution. Witness the flexibility of switching between cloud and on-device models using identical APIs, and observe a live demonstration showcasing how the same AI SDK code works across OpenAI's cloud models and local on-device LLMs, highlighting the power and versatility of the AI SDK architecture.

Syllabus

React Native AI: Bringing On-Device LLMs With AI SDK by Szymon Rybczak | AI Meetup Wrocław, 2025

Taught by

Callstack Engineers

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