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所在平台: Udemy |
课程主页: https://www.udemy.com/course/build-an-openai-langchain-app-in-python-youtube-analyzer/
课程评论：没有评论
课程名称：在Python中构建OpenAI + LangChain应用：YouTube分析器 课程概述： 本课程将带领您搭建Python及VS Code开发环境，介绍强大的LangChain框架，以便开发AI应用程序。您将学习如何获取OpenAI API密钥。在课程中，我们会指导您开发一个能够使用pytube库读取YouTube视频转录文本的Python应用程序。我们将演示如何利用LangChain从这些转录文本创建向量数据库，并教授您如何使用OpenAI API查询该数据库。 此外，我们还会介绍Excalidraw，这是一个多功能的可视化工具，用于创建视觉插图。我们将在Python的streamlit上开发一个界面优雅的应用程序，并提供单独的讲座，讲解如何安装和运行streamlit应用程序。最后，我们将指导您使用云托管服务进行应用部署，以确保其通过基于网页的用户界面访问。 通过本课程的学习，您将掌握构建一个复杂的Python应用程序的必要技能，这个应用程序能够处理YouTube视频转录文本，利用OpenAI API的AI能力，并通过直观的网页界面展示结果。完整的源代码将通过GitHub与您分享。
In this course, you will begin by setting up your Python and VS Code development environment. We will then introduce the LangChain Framework, which is a powerful tool for building AI applications. You will also learn about obtaining an OpenAI API Key.Throughout the course, we will guide you in developing a Python application that can read YouTube video transcripts using the pytube library. We will demonstrate how to create a Vector Database from these transcripts using LangChain. Additionally, you will learn how to query the Vector Database using the OpenAI API.Furthermore, we will introduce you to Excalidraw, a versatile tool for creating visual illustrations. App with elegant look and feel will be developed using Python streamlit. Separate lectures are provided on how to install and run streamlit apps.Finally, we will guide you in deploying your application using a cloud hosting service, ensuring that it is accessible through a web-based user interface.By the end of this course, you will have gained the necessary skills to build a sophisticated Python app that can process YouTube video transcripts, utilize AI capabilities through the OpenAI API, and present the results through an intuitive web interface.Complete source code will be shared with you on GitHub.
