Explore and build three distinct on-device AI agents—a voice assistant, a data summarizer, and an anomaly detector—using tiny LLMs and …
Tag: LLM
Articles tagged with LLM. Showing 119 articles.
Guides & Articles
Explore the critical differences in scalability between Static Site Generators (SSGs) and Large Language Models (LLMs) in 2026, and learn …
Explore best practices for deploying RAG 2.0 systems, learn crucial evaluation methodologies, and discover real-world applications to build …
Explore the principles and practical applications of Agentic AI Systems, covering autonomous agents, planning, reasoning, tool usage, …
Learn to deploy and manage Large Language Models (LLMs) in production. This guide covers inference pipelines, model routing, caching, GPU …
A comprehensive guide to mastering Tunix, a JAX-native library for LLM post-training.
Comprehensive guide on best practices for building and optimizing RAG systems using LLMs.
Chapters
Understand the landscape of on-device AI agents and tiny LLM systems, set up your development environment, and explore core tooling for edge …
Learn how to integrate a tiny, quantized Large Language Model (LLM) directly onto an edge device for natural language understanding, …
Integrate your on-device AI agent with smart home systems to execute real-world actions using local APIs and tiny LLMs for intent mapping.
Master techniques for optimizing AI agent and tiny LLM performance and resource usage on constrained edge devices for real-world production …
Learn how to build robust, secure, and error-tolerant on-device AI agents and tiny LLM systems using modern edge AI tooling as of early …