Learning Langchain: Building AI and LLM Applications with Langchain and Langgraph
暫譯: 學習 Langchain:使用 Langchain 和 Langgraph 建立 AI 與 LLM 應用程式
Oshin, Mayo, Campos, Nuno
商品描述
If you're looking to build a production-ready AI application that enables users to "chat" with your company's private data, then you'll need to master LangChain--a premier AI development framework used by global corporations and startups like Zapier, Replit, Databricks, and more. This guide is an indispensable resource for developers who understand Python or JavaScript but are beginners eager to harness the power of AI.
Authors Mayo Oshin and Nuno Campos demystify the use of LangChain through practical insights and in-depth tutorials. Starting with basic concepts, this book will show you step-by-step how to build a production-ready AI chatbot trained on your own data. After reading this book, you'll be equipped to:
- Understand and use the core components of LangChain in your development projects
- Harness the power of retrieval-augmented generation (RAG) to enhance the accuracy of LLMs using external, up-to-date data
- Develop and deploy AI chatbots that interact intelligently and contextually with users
- Utilize LangChain Expression Language to create custom, efficient AI operational chains
- Integrate and manage third-party APIs and tools to extend the functionality of your AI applications
- Learn the foundations of LLM app development and how they can be used with LangChain
商品描述(中文翻譯)
如果您想建立一個能讓用戶與您公司的私有數據進行「聊天」的生產就緒 AI 應用程式,那麼您需要掌握 LangChain——這是一個全球企業和初創公司(如 Zapier、Replit、Databricks 等)使用的頂尖 AI 開發框架。本指南是針對了解 Python 或 JavaScript 的開發者,但對於渴望利用 AI 力量的初學者來說,這是一本不可或缺的資源。
作者 Mayo Oshin 和 Nuno Campos 通過實用的見解和深入的教程,揭開了 LangChain 的神秘面紗。從基本概念開始,本書將逐步指導您如何建立一個基於您自己數據訓練的生產就緒 AI 聊天機器人。閱讀完本書後,您將能夠:
- 理解並在您的開發項目中使用 LangChain 的核心組件
- 利用檢索增強生成(RAG)的力量,使用外部的最新數據來提高大型語言模型(LLMs)的準確性
- 開發和部署能夠智能且具上下文互動的 AI 聊天機器人
- 利用 LangChain 表達語言創建自定義、高效的 AI 操作鏈
- 整合和管理第三方 API 和工具,以擴展您的 AI 應用程式的功能
- 學習大型語言模型應用開發的基礎知識,以及如何與 LangChain 一起使用它們