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所在平台: Udemy |
课程主页: https://www.udemy.com/course/generativeai-gpt-function-calling-whisper-langchain/
课程评论：没有评论
课程名称：GenAI：功能调用、Whisper、LangChain（更新版2024） 课程概述： 本课程将深入探讨OpenAI API这一自然语言和代码处理领域的重要进展。通过学习这一强大的API，学生将能够利用其灵活的接口，提升网页开发技能。特别关注于“完成”端点，课程将引导学生如何将其应用于文本补全和其他多种语言处理任务。同时，学生将参与一个完整的生成性AI项目，将所学概念付诸实践。课程内容包括项目、动手实验、案例研究和实际应用。 课程内容大纲： 1. 生成性AI简介：通过OpenAI API解决各种语言处理任务，包括内容生成、摘要、语义搜索和情感分析。快速入门教程帮助学生经验积累，构建首个AI驱动的应用程序，学习API密钥认证、提示设计、设置调整与生成补全的关键概念与技术。 2. 聊天模型：探索OpenAI API提供的不同语言模型，包括尖端的GPT语言模型。集成聊天补全API，以创建AI代理。 3. 语音转文本：学习Audio Whisper API的功能，将音频文件转录为文本，应用语音转文本技术将播客音频样本转换为文本。 4. AI系统中的功能调用：扩展语言模型的能力，使其能够调用外部API并生成扩展响应。 5. LangChain实验：使用LangChain框架轻松创建生成模型应用程序。 目标受众： 本课程适合所有水平的网页开发人员，无论是经验丰富的开发者还是初学者。课程不要求先前的编程经验，但了解HTML、CSS以及一些基本的JavaScript和Python知识将有所帮助。 课程要求： - 基础网页开发知识：HTML、CSS - 基本编程语言能力 - JavaScript和Python基础 通过本课程，学生将深入了解OpenAI API及其功能，并获得使用Node.js、ReactJS和Python构建应用的实践经验。立即注册，释放AI的全部潜力，构建您的下一代应用程序！
- The OpenAI API is one of the most exciting advancements in the world of natural language and code processing.- Its powerful models and flexible endpoints offer a wealth of possibilities for web developers looking to take their skills to the next level.- In this course, you'll dive into the world of OpenAI APIs and GPT language models. Our focus will be on the completions endpoint and how it can be applied to text completion and various other language-processing tasks.- Students will work on an end-to-end Generative AI project incorporating the learned concepts. The course includes Projects, Hands-on Labs, Case Studies and Real-world Applications.# 1: Introduction to Generative AI: with the OpenAI API to solve a wide range of language processing tasks, including: content generation, summarization, semantic search, and sentiment analysisa quickstart Tutorial to gain experience and build your first AI-powered application with the APIs and the large language models (LLMs). You will learn how to build a simple sample node application. Along the way, you'll learn key concepts and techniques: authentication with the API key, prompt design, adjust settings and generate completions# 2: The Chat models Models: explore the different language models available through the OpenAI API, including the cutting-edge GPT language modelintegrate the Chat completion API to create an AI-agent# 3: Speech-to-Text discover the Audio Whisper API to turn audio files into transcriptionsimplementing Speech-to-Text to convert podcast audio samples into text# 4: Function Calling in AI Systems extend the LLMs capacities and give the language models the ability to call external APIs and generate extended responses.# 5: Experiment with LangChain: a framework to easily create applications with the generative models# Target and intended audienceWhether you're a seasoned web developer with years of experience or just starting, this course is designed to help you take your skills to the next level. For Web Developers of All LevelsBasics of Node JS, ReactJS, and PythonNo prior programming experience is required, and the course is suitable for developers of all levels, from beginners to advanced.# Requirements and prerequisites for the course:Basics of web development: HTML, CSS Some basic programming languageThe javascript fundamentals and PythonIn this comprehensive course, you will gain a deep understanding of the OpenAI API and its capabilities, along with hands-on experience in building your applications using Node.js, ReactJS, and Python.So why wait? Enroll now and unleash the full potential of AI and build your first nextGen application.
