Building AI Applications with LangChain: A Hands-On Guide to LLM Pipelines, Agents, Memory, and Tool Integration

By: Thompson, Fred

Unlock the full power of LLM application development and elevate your skills from beginner to expert with the most comprehensive LangChain guide ever published.

Building AI Applications with LangChain: A Hands-On Guide to LLM Pipelines, Agents, Memory, and Tool Integration is the definitive all-in-one resource for learning, designing, and deploying production-ready applications powered by large language models.

Whether you're completely new to LangChain or already building prototypes and seeking to advance your expertise, this book will guide you step by step from foundational concepts to sophisticated, agentic AI systems.

Inside, you'll discover how to:

Install, configure, and master LangChain's core components (models, prompts, chains, retrievers, memory, tools, and agents).Build efficient, streaming-enabled pipelines using the LangChain Expression Language (LCEL).Create retrieval-augmented generation (RAG) systems to ground responses in your own data and eliminate hallucinations.Add conversation memory and long-term persistence for context-aware, personalized assistants.Integrate external tools, APIs, databases, and custom functions to enable real-world actions.Design intelligent agents that reason dynamically, plan multi-step tasks, reflect on outcomes, and collaborate in multi-agent workflows using LangGraph.Incorporate multimodal inputs (images, audio) and cutting-edge AI capabilities.Debug, evaluate, secure, optimize, and deploy applications in production with LangSmith and LangServe.

Access practical case studies, end-of-chapter exercises, and ready-to-adapt project templates that accelerate real-world implementation.

Unlike scattered tutorials or fragmented documentation, this book delivers a complete, progressive journey - blending clear explanations, authoritative expertise, and hands-on projects drawn from industry best practices.

By the end, you won't just "use" LangChain; you'll master it as a strategic framework for building reliable, scalable, and innovative AI applications.

• Format: Paperback
• Language: English
• ISBN: B0GCWHHB4T
• ISBN13: 9798241558596
• Release Date: December 2025
• Publisher: Independently Published
• Length: 158 Pages
• Weight: 0.42 lbs.
• Dimensions: 0.3" x 5.5" x 8.5"