Build an AI Agent (From Scratch) (MEAP v5) by Jungjun Hur (.ePUB)+
File Size: 26.9 MB
Build an AI Agent (From Scratch): Agents that reason, plan, and act autonomously (MEAP v5) by Jungjun Hur, Younghee Song
Requirements: .ePUB, .PDF reader, 26.9 MB
Overview: Build a working AI agent that can reason, plan, and execute multi-step tasks! LLM-powered AI agents are the next leap in applied AI, capable of reasoning and collaboration to achieve even complex, multi-step goals. Using new protocols like MCP and A2A, agents can use software tools, retrieve relevant knowledge, and adapt to feedback. This book guides you step by step in creating an AI agent from the ground up, with clear, detailed explanations you can follow to build your own custom assistants! In Build an AI Agent (From Scratch), bestselling author Jungjun Hur and AI expert Younghee Song guide you through creating a complete research assistant agent framework. You’ll learn how agents function under the hood—all without hidden abstractions, black boxes, or framework lock-in. You will implement each piece as you develop a mental model of how agents really work. You may have heard of agent-building frameworks like LangGraph, CrewAI, AutoGen, or OpenAI Agents. These frameworks make it easy to build agents quickly, but they also hide what’s actually happening inside. This book takes a different approach: we’ll build agents from scratch, understanding every component before relying on any framework. Build an AI Agent (From Scratch) is a step-by-step guide to creating a working AI agent, starting with the bare essentials and growing your AI into a full-featured, real-world system. You will connect your agent to powerful software tools, implement a reasoning loop, and then extend your agent with retrieval, memory, planning, reflection, and even multi-agent coordination. Along the way, you will work through production-grade code snippets, full prompts and configs, and “make it better” exercises that encourage you to extend and improve your system. By the final chapter, you will have built an end-to-end AI agent that you can use as a foundation for your own projects. For Python developers and AI practitioners. All examples run on a standard laptop.
Genre: Non-Fiction > Tech & Devices
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