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所在平台: Udemy |
课程主页: https://www.udemy.com/course/langchainllm/
课程评论：没有评论
**课程名称:** LangChain Crash Course: Build OpenAI LLM powered Apps **课程概述:** 本课程将带你踏上一段有趣、实用且深入的旅程，学习如何利用 LangChain 构建由 OpenAI LLM 驱动的应用程序。你将在几分钟内开始构建你的第一个生成式 AI 应用。本课程内容精炼，直达核心，旨在高效地教授你所需知识。 **课程内容:** * LangChain 介绍 * LangChain 的工作原理 * 安装、设置及第一个 LangChain 应用 * 构建一个“Medium 文章生成器”应用 * 连接 OpenAI LLM * Prompt 模板 * 简单链 (Simple Chains) * 顺序链 (Sequential Chains) * Agent * 与文档进行对话 * 添加记忆 (Chat History) * 输出聊天记录 * 上传自定义文档 * 加载不同类型的文档（如 PDF, TXT, DOC） * 与 YouTube 进行对话等 **课程目标:** 本课程旨在以一种易于管理的方式传授 LangChain 开发知识，避免信息过载。课程将聚焦于核心内容，并采用实践操作的方式，让你能够边学边练。 **学习方式:** 本课程故意设计成短小精悍的章节，每一部分都围绕不同的核心主题展开。课程采用实践驱动的学习方式，通过实际编码来掌握知识。通过跟随示例进行编码，你将学得最好。
In this short course, we take you on a fun, hands-on and pragmatic journey to learn how to build LLM powered apps using LangChain. You'll start building your first Generative AI app within minutes. Every section is recorded in a bite-sized manner and straight to the point as I don't want to waste your time (and most certainly mine) on the content you don't need.In this course, we will cover:What is LangChainHow does LangChain WorkInstallation, Setup and Our First LangChain AppBuilding a Medium Article Generator AppConnecting to OpenAI LLMPrompt TemplatesSimple ChainsSequential ChainsAgentsChat with a DocumentAdding Memory (Chat History)Outputting the Chat HistoryUploading Custom DocumentsLoading Different Document Types (eg PDF, txt, docs)Chat with Youtube and more...The goal of this course is to teach you LangChain development in a manageable way without overwhelming you. We focus only on the essentials and cover the material in a hands-on practice manner for you to code along.Working Through This CourseThis course is purposely broken down into short sections where the development process of each section will center on different essential topics. The course a practical hands on approach to learning through practice. You learn best when you code along with the examples.
