Rapid advances in large language models (LLMs) have made new kinds of AI applications, known as agents, possible. Written by a veteran of web development, Principles of Building AI Agents focuses on the substance without hype or buzzwords. This book walks through: • The key building blocks of agents: providers, models, prompts, tools, memory; • How to break down complex tasks with agentic workflows; • Giving agents access to knowledge bases with RAG (retrieval-augmented generation).
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