Overview

Do you want to build AI agents that can think, learn, and act on their own? AI Agent Workflows with LangChain & LangGraph is the hands-on guide that shows you how to transform cutting-edge large language models (LLMs) into intelligent Python agents that plan, reason, and execute tasks autonomously. For Python developers, data scientists, machine learning engineers, and tech founders alike, this comprehensive guide provides a step-by-step blueprint to go beyond basic chatbots and build truly autonomous AI systems. By mastering LangChain and its powerful new companion framework LangGraph, you'll learn to orchestrate LLM workflows with tools and state machines-giving your agents the ability to remember context, use external APIs (including OpenAI tools), and make complex decisions independently. For example, you'll build an AI assistant that taps into its own knowledge base via retrieval-augmented generation (RAG) to deliver accurate, up-to-date answers. You'll also create an autonomous research agent that uses OpenAI tools and other APIs to browse the web, analyze data, and perform tasks-all without human intervention. The book then guides you through developing specialized agents for specific roles, such as a coding assistant that debugs and writes code, and a data analyst bot that mines insights from raw data-showcasing how LLMs can automate complex, real-world tasks. Finally, you'll explore multi-agent workflows using LangGraph to coordinate several agents, allowing them to collaborate and solve problems step by step. Each project is packed with practical code examples and clear explanations, ensuring you gain the experience and confidence to put these techniques into practice right away. In an era of rapid AI advancement, this book arms you with the skills to build the next generation of AI-driven Python applications and workflows that run on autopilot. Don't get left behind-now is the time to take your Python automation skills to the next level by mastering AI agents. Get your copy of AI Agent Workflows with LangChain & LangGraph today and start building smart, autonomous agents that will supercharge your projects and your career.

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