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.
Learn how to integrate MLX Swift into your iOS and macOS apps for on-device AI inference. This guide shows how to add local language models using Apple's MLX framework, enabling offline AI capabilities on Apple silicon.
Learn how to integrate MLX Swift's vision capabilities into your iOS apps for on-device AI inference implementing Vision Language Models (VLMs) using Qwen3-VL-4B-Instruct, enabling features like image description, visual Q&A, object detection, and video understanding running locally on Apple silicon devices.
Learn how to integrate custom large language models into iOS/macOS apps using MLX Swift. This guide shows how to configure and run models like Qwen 2.5 locally on Apple silicon, with tips for handling memory limits and entitlements for on-device AI inference.
Learn how to convert and configure the Hermes 3 language model for iOS apps using MLX Swift. This guide walks through converting Hugging Face models to MLX format, setting up model configurations, and implementing on-device inference.