Learn to implement tool use and function calling in MLX Swift for iOS/macOS apps. Enable LLMs to access real-time data, interact with WeatherKit, and handle external systems. Comprehensive guide with code examples for Swift developers implementing AI capabilities....
An iOS developer explores Replit's new AI agent that promises to turn ideas into apps without coding. While testing an IF app concept, they encounter functionality issues. Despite being optimistic about AI's future in app development, they conclude the tool isn't yet ready for general users....
Learn how to convert Hugging Face models to MLX format for optimized performance on Apple devices. This step-by-step guide covers setting up Python, installing MLX-LM, logging into Hugging Face, & converting models with quantization for iOS apps. Perfect for developers new to Python and MLX!...
Discover how winning the WWDC 2019 scholarship transformed one student's life through determination and coding passion. From late-night debugging to creating an accessibility-focused Swift playground, learn how persistence and believing in yourself can lead to life-changing opportunities....
Learn how to implement cosine similarity using Accelerate framework for iOS and macOS apps. Build Retrieval-Augmented Generation (RAG) systems breaking down complex mathematics into simple explanations and practical Swift code examples. Optimize document search with vector similarity calculations....
Explore the power of GenerateParameters in MLX Swift for text generation. Learn how to customize temperature, top-p sampling, and repetition penalties to control model outputs. From creative writing to technical documentation, discover practical examples for optimizing language model parameters....