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所在平台: Udemy |
课程主页: https://www.udemy.com/course/chatbot-chatgpt/
课程评论：没有评论
**课程名称：** Build Your Own AI Chatbot Like ChatGPT - Complete Guide **课程概述：** 本课程将指导您一步一步地从零开始构建并部署一个功能齐全的AI聊天机器人，就像ChatGPT一样。您将学习如何设置虚拟机（VM）、配置自定义域名，并利用Python、Streamlit、AWS EC2、NGINX和Amazon Bedrock等强大工具进行部署。无论您是开发人员、技术爱好者还是有抱负的AI工程师，本课程都能帮助您实现创建自己的聊天机器人的目标。 **课程内容重点：** * **虚拟机与自定义域名设置：** * 启动Ubuntu EC2实例，并为其附加Elastic IP。 * 购买自定义域名（例如GoDaddy），并将其指向EC2的IP地址。 * 访问VM，设置Python环境，创建并激活虚拟环境。 * **聊天机器人脚本概览：** * 了解后端和前端脚本的架构。 * **Amazon Bedrock入门：** * 了解Amazon Bedrock及其如何访问基础模型。 * **部署与配置：** * 将聊天机器人代码库克隆到VM，并安装所需的Python库（Streamlit, Boto3, OpenAI等）。 * 设置NGINX作为反向代理，配置NGINX文件。 * 使用Certbot启用HTTPS，并解决SSL证书问题。 * **故障排除与最终发布：** * 解决常见的Python模块错误（如ModuleNotFoundError, No module named langchain）。 * 安装缺失的Python包（如'transformers'）。 * 配置AWS CLI以集成聊天机器人。 * 解决聊天机器人访问问题，包括NGINX配置的修复。 * 完成所有最终调整，成功运行您的AI聊天机器人。 **目标受众：** 开发人员、技术爱好者、AI工程师。
Ready to launch your own AI-powered chatbot just like ChatGPT? In this hands-on course, you'll learn how to set up a virtual machine, configure a custom domain, and deploy a fully functional AI chatbot using powerful tools like Python, Streamlit, AWS EC2, NGINX, and Amazon Bedrock. Whether you're a developer, a tech enthusiast, or an aspiring AI engineer - this course will guide you step-by-step, from setup to final launch. Let's bring your chatbot to life!Course Content - Build and Deploy Your Own AI ChatbotIntroductionIntroductionLive Chatbot WalkthroughSetting Up VM and Custom Domain for Your ChatbotChatbot Deployment WalkthroughLaunch an Ubuntu EC2 InstanceAttach Elastic IP to Your Virtual MachinePurchase a Domain ( e.g., from GoDaddy)Point Domain to EC2 IPVM Access and Python Environment SetupAccess VM and Install Python PackagesCreate and Activate Virtual EnvironmentHigh-Level Overview of Chatbot ScriptsChatbot Script OverviewBackend Script: High-Level OverviewFrontend Script: High-Level OverviewAmazon Bedrock - High-Level OverviewIntroduction to Amazon BedrockAccessing Foundation Models via BedrockClone Repo and Install Required PackagesClone Chatbot Repo to VMSet Up Python Libraries: Streamlit, Boto3, OpenAISet Up NGINX as Reverse ProxySet Up the Nginx Configuration FileEnable HTTPS and Troubleshoot SSL for Your ChatbotEnable HTTPS with CertbotFix SSL IssuesTroubleshoot Chatbot AccessResolve Chatbot Access ProblemsNginx Fix for Chatbot AccessFinal Fixes and Launching Your ChatbotFixing ModuleNotFoundError in PythonResolving No module named langchain ErrorConfiguring AWS CLI for Chatbot IntegrationInstalling Missing 'transformers' Python PackageChatbot AI is Now Up and Running!Final Message - Congratulations on Building Your Chatbot!
