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所在平台: Udemy |
课程主页: https://www.udemy.com/course/getting-started-with-gen-ai-langchain-llama3-ollama/
课程评论：没有评论
**课程名称：** 入门生成式AI：使用本地LLaMA3 **课程概述：** 本课程是面向IT专业人士的入门级生成式AI课程，假定学员具备Python基础知识。课程旨在教授如何使用LLaMA3、LangChain和Ollama等工具构建离线聊天机器人。 **课程特点：** * **面向初学者：** 适合刚接触生成式AI的学员，提供清晰易懂的指导。 * **实践性强：** 通过每个步骤的动手实践，学习本地LLM聊天机器人的开发过程。 * **离线操作：** 学习如何在不连接互联网的情况下，安全地运行和交互离线聊天机器人。 * **实用工具：** 掌握LLaMA3、LangChain和Ollama等关键工具的安装和使用。 * **Python集成：** 学习如何设置Python和Visual Studio Code，探索LLM在基础代码生成方面的应用。 * **需求定义：** 学习如何编写清晰的需求，以定义聊天机器人的功能。 * **项目导向：** 通过一个小型实践项目，巩固所学知识。 **学习内容（五大步骤）：** 1. **工具安装：** 安装LLaMA3、LangChain和Ollama等必备工具。 2. **预构建聊天机器人体验：** 运行并交互预先构建的离线聊天机器人。 3. **Python与VS Code环境搭建：** 配置Python和Visual Studio Code，探索LLM的代码生成能力。 4. **撰写聊天机器人需求：** 学习如何清晰地定义聊天机器人的功能。 5. **构建并运行离线聊天机器人：** 遵循分步指导和提供的代码，成功构建并运行自己的离线聊天机器人。 **适用人群：** * 希望开始学习生成式AI的IT专业人士。 * 具备Python基础知识，并对构建离线AI应用感兴趣的开发者。 **不适用人群：** * 已经学习过生成式AI课程或具有AI工具及概念经验的学员。对于这部分学员，建议选择更高级的课程。
This is a beginner-level Generative AI course for IT professionals who have basic knowledge of Python and want to learn how to build an offline chatbot using tools like LLaMA3, LangChain, and Ollama. If you've already taken AI or Gen AI courses, I recommend choosing a more advanced course, as this one covers only the fundamentals.The course serves as an ideal starting point for those new to Generative AI, offering a clear, easy-to-follow guide with hands-on experience through every step of the local LLM chatbot development process.You will learn the basics of Generative AI in five simple steps. The course begins with installing essential tools like LLaMA3, LangChain, and Ollama. You'll then run a prebuilt offline chatbot and interact with it securely without internet access. Next, you'll set up Python and Visual Studio Code to explore how the LLM can help generate basic code. You'll also learn to write clear requirements to define your chatbot's functionality. Finally, you'll use step-by-step instructions and prewritten code to build and run your own offline chatbot.At the end of the course, you will work on a small hands-on project to apply what you've learned and reinforce your understanding.Please note: If you've already taken a Generative AI course or have prior experience with AI tools and concepts, this course may be too basic for you. I recommend exploring a more advanced course to continue your learning.
