使用Python开发OpenAI LLM应用程序

体验实践学习——获得LangChain技能，利用ChatGPT-LangChain等LLM模型部署AI应用程序，你有兴趣利用人工智能的力量来创建突破性的基于语言的应用程序吗？LangChain是一门全面的课程，将带你从新手迅速成为专家。通过使用Python实现由OpenAI和Hugging Face等最先进的LLM模型支持的AI应用程序，您将踏上一段激动人心的基于项目的学习之旅。通过LangChain，您将获得必要的技能和知识，为各种问题开发创新的LLM解决方案。LangChain MasterClass-Develop 7 OpenAI LLM Apps using Python

以下是我们将进行的项目:
项目1:使用LangChain、OpenAI和Hugging Face Spaces构建一个由LLM支持的问答应用程序。
项目2:使用LangChain和OpenAI开发一个对话机器人。
项目3:为孩子们构建一个人工智能应用程序，帮助他们找到类似的东西。
项目4:创建一个营销活动应用程序，通过精心制作的销售文案来增加销售额。
项目5:开发一个带有摘要选项的ChatGPT克隆，提供有用的聊天机器人体验。

本课程旨在让您对LangChain有一个全面的了解，从基础开始，逐步发展到创建实用的LLM驱动的应用。LangChain使程序员能够充分利用大型语言模型，如ChatGPT，并将其与外部数据源无缝集成。这种整合增强了模型理解和响应人类语言的能力。LangChain使用Python构建，提供了一个专门为初学者定制的用户友好的界面，使有抱负的开发人员可以访问它。课程概述:渴望构建复杂的基于语言的应用程序？LangChain是最适合你的图书馆。超越关键字匹配或基于规则的系统等基本技术。利用LLM的力量，并将它们与认知或信息来源相结合。利用LangChain释放巨大潜力，探索新的可能性。课程内容:LangChainLLMsChat modelspromptsindexeschainsagentsmemoryb但这不仅仅是一门基于理论的课程；这是一次亲身体验。你将参与实践活动和现实世界的项目，加强你对这些概念和技术的理解。

课程结束时，你将具备有效应用Langchain的技能，为各种目的构建健壮、强大和可伸缩的LLM应用程序。不要错过这个成为语言模型专家的机会。报名参加LangChain课程，踏上变革之旅，提升您的AI应用程序开发技能。LangChain、OpenAI、ChatGPT、LLM、Python——这些工具将使你能够创建前沿的人工智能应用程序，推动可能性的边界。准备好释放你的全部潜力，成为基于语言的人工智能开发世界的英雄。在整个课程中，你将进行实践活动和真实世界的项目，以加强你对概念和技术的理解。课程结束时，你将有能力应用Langchain构建强大、有效和可伸缩的LLM应用程序，以满足各种用途。OpenAIChatGPT

由Sharath Raju创建
MP4 |视频:h264，1280×720 |语言：英语+中英文字幕（云桥网络 机译） |时长:39节课(4小时48分钟)|大小:2.5 GB 含课程文件

你会学到什么
帮助您创建LLM驱动的应用程序，帮助您节省时间和提高效率
课程结束时，您将能够从事langchain LLM实时项目
探索可以在您的Langchain项目中使用的有用概念
您将对LLM包装器、提示模板和内存等LangChain组件有一个深入的了解。
此外，我们将深入研究嵌入和向量数据存储的概念，学习如何有效地利用它们来提高LangCh的性能
项目1:使用LangChain、OpenAI和Hugging Face Spaces构建一个由LLM支持的问答应用程序。
项目2:使用LangChain、LLM和OpenAI开发一个对话机器人。
项目3:为孩子们构建一个人工智能应用程序，帮助他们找到类似的东西。
项目4:创建一个营销活动应用程序，通过精心制作的销售文案来增加销售额。
项目5:开发一个带有摘要选项的ChatGPT克隆，提供有用的聊天机器人体验。

要求
需要一点编程/编码知识

这门课程是给谁的
任何渴望建造的人；使用Langchain的人工智能驱动的LLM应用
有人正计划开始他的职业生涯作为一个语言专业人士，并希望探索这一工具。
Experience Hands-On learning-Acquire LangChain Skills, Deploy AI Applications with LLM Models such as ChatGPT-LangChain

What you’ll learn
Helps you to create LLM powered applications usimg Langchain that will help you save time and increase efficiency
By the end of the course , you will be capable of working on langchain LLM real time projects
Explore useful concepts that can be used in your Langchain projects
You will gain a solid understanding of LangChain components like LLM wrappers, prompt templates, and Memory.
Additionally, we will delve into the concept of embeddings and vector data stores, learning how to utilize them effectively to enhance the performance of LangCh
Project 1: Construct a question-answering application powered by LLM using LangChain, OpenAI, and Hugging Face Spaces.
Project 2: Develop a conversational bot using LangChain,LLM and OpenAI.
Project 3: Build an AI-powered app for kids that helps them find similar classes of things.
Project 4: Create a marketing campaign app focused on increasing sales through well-crafted sales copy.
Project 5: Develop a ChatGPT clone with a summarization option, offering a useful chatbot experience.

Requirements
A little programming / coding knowledge is required

Description
Are you interested in harnessing the power of AI to create groundbreaking language-based applications? Look no further than LangChain – a comprehensive course that will take you from a novice to an expert in no time. By implementing AI applications powered with state-of-the-art LLM models like OpenAI and Hugging Face using Python, you will embark on an exciting project-based learning journey.With LangChain, you will gain the skills and knowledge necessary to develop innovative LLM solutions for a wide range of problems.Here are the projects we will work on:Project 1: Construct a question-answering application powered by LLM using LangChain, OpenAI, and Hugging Face Spaces.Project 2: Develop a conversational bot using LangChain and OpenAI.Project 3: Build an AI-powered app for kids that helps them find similar classes of things.Project 4: Create a marketing campaign app focused on increasing sales through well-crafted sales copy.Project 5: Develop a ChatGPT clone with a summarization option, offering a useful chatbot experience.This course is designed to provide you with a complete understanding of LangChain, starting from the basics and progressing towards creating practical LLM-powered applications.LangChain empowers programmers to fully utilize large language models, such as ChatGPT, and seamlessly integrate them with external data sources. This integration enhances the models’ ability to comprehend and respond to human language.Built with Python, LangChain offers a user-friendly interface tailored specifically for beginners, making it accessible to aspiring developers.Course Overview:Aspiring to build sophisticated language-based applications?LangChain is the perfect library for you.Move beyond basic techniques like keyword matching or rule-based systems.Leverage the power of LLMs and combine them with cognitive or information sources.Unlock tremendous potential and explore new possibilities with LangChain.Course Contents:LangChainLLMsChat ModelsPromptsIndexesChainsAgentsMemoryBut this isn’t just a theory-based course; it’s a hands-on experience. You will engage in practical activities and real-world projects, reinforcing your understanding of these concepts and techniques. By the end of the course, you will be equipped with the skills to apply Langchain effectively, building robust, powerful, and scalable LLM applications for various purposes.Don’t miss this opportunity to become a language model expert.Enroll in the LangChain course and embark on a transformative journey that will elevate your AI app development skills. LangChain, OpenAI, ChatGPT, LLM, Python – these are the tools that will empower you to create cutting-edge AI applications that push the boundaries of what’s possible. Get ready to unlock your full potential and become a hero in the world of language-based AI development.You will do practical activities and real-world projects throughout the course to strengthen your understanding of the concepts and techniques. You will be competent in applying Langchain to build strong, effective, and scalable LLM applications for a variety of uses by the end of the course.OpenAIChatGPT

Who this course is for
Anyone who is excited to buil;d AI powered LLM apps using Langchain
Someone who is planning to start his a career as an LangChiain Professional and would like to explore the tool.