Overview

Stop prompting models. Start deploying workers. Autonomous agents represent the next step in applied AI: systems that can plan, reason, use tools, and execute tasks independently. LangChain provides the building blocks-but turning those blocks into reliable AI workers requires architectural clarity and practical patterns. Autonomous Agents with LangChain is a comprehensive, hands-on guide to designing, building, and operating agentic AI systems that go beyond demos and actually work in real environments. What You'll Learn in This Book Core concepts behind autonomous AI agents How LangChain enables reasoning, memory, and tool use Designing agent workflows that plan and execute tasks Building single-agent and multi-agent systems Managing context, memory, and long-running tasks Connecting agents to tools, APIs, and data sources Making agents reliable, observable, and production-ready The focus is on practical agent design, not theoretical abstractions. Who This Book Is ForThis guide is ideal for: Software engineers building AI-driven systems AI engineers and applied ML practitioners Developers working with large language models Startup teams building automation and AI products Engineers moving from chatbots to agent-based systems Basic programming experience and familiarity with LLMs is recommended. Why Autonomous Agents MatterTraditional LLM apps respond. Autonomous agents act. Well-designed AI workers can: Execute multi-step tasks Coordinate tools and data Run continuously with minimal supervision Scale decision-making beyond single prompts This book teaches how to design agents you can trust, not just experiments that look impressive. Build AI That Works on Its Own If you want to move beyond prompt-based apps and start building autonomous AI workers that plan, act, and deliver real value, this book gives you the patterns, structure, and discipline to do it right with LangChain. Design agents. Deploy workers. Scale intelligence.

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