|
所在平台: Udemy |
课程主页: https://www.udemy.com/course/ai-apps-with-chatgpt-and-langchain-the-introduction/
课程评论：没有评论
课程名称：AI应用与ChatGPT及LangChain：入门 课程概述：ChatGPT正在彻底改革商业运作、工作方式，并极大地影响我们的生活。它不仅是大家现在广泛使用的网络和移动应用程序。这一技术的创造者最近发布了一个公开的API，使得利用GPT模型的强大能力来创建复杂的AI应用成为可能，能够处理最具挑战性的自然语言处理任务。该课程旨在为Python开发者提供如何利用最新和最强大的大型语言模型在定制和创新应用程序中的指导，教你如何通过API将各种格式的现有数据与ChatGPT进行接口。 在课程中，你将学习到LangChain的魔力——一个提供不断增长的工具和集成生态系统的Python库，帮助构建AI应用。LangChain不仅提供对ChatGPT模型API的方便封装，还有大量现成的类和函数，方便创建和使用聊天记忆、向量数据库以进行相关文档的语义搜索，以及能够使用Python函数的强大代理蓝图，以获取本地和专有数据。 课程内容实用，包含数十个Python代码的实际演示，解决各种AI任务。所有呈现的概念和算法都有详细、精准和深入的解释。课程中使用的所有代码均可从GitHub仓库下载，你可以将其作为进一步探索和实验的基础，从而快速轻松地开发现实生活中的AI应用。
ChatGPT revolutionises businesses, how we work and greatly influences our lives. It is much more than a famous Web and mobile applications everyone is using now. Its creators recently released a publicly available API enabling creation of sophisticated AI Apps utilising the power of GPT models to most difficult Natural Language Processing tasks and beyond.This course aims at Python developers to teach how to harness the power of latest and greatest Large Language Models in custom, innovative applications, how to interface existing data in various formats with ChatGPT available through the API.You will learn the magic of LangChain - the Python Library delivering ever growing ecosystem of tools and integrations necessary to build the AI Apps. LangChain offers not only convenient wrappers around ChatGPT model APIs, but has plenty of ready-made classes and functions facilitating creation and use of Chat Memory, Vector DBs for semantic search of relevant documents, and blueprints of powerful Agents, capable of using Python functions in your environment to get access to local, proprietary data.The course is very practical and consists of dozens of practical demonstrations of Python code solving various AI tasks. You will get detailed, precise and in-depth explanation of all presented concepts and algorithms.All of the code used in the course is available for your download from GitHub repository. You can use it as a basis to further exploration and experimentation leading to quick and easy development of real-life AI Apps.
