Master LangChain & Gen AI -Build #16 AI Apps HuggingFace LLM

所在平台: Udemy

课程主页: https://www.udemy.com/course/learn-langchain-go-from-zero-to-hero-build-ai-apps/

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课程名称:掌握 LangChain 和生成 AI - 创建 #16 AI 应用 HuggingFace LLM 课程概述:您是否希望利用 AI 的力量创建开创性的语言应用程序?LangChain 和生成 AI 课程将带您从新手成长为专家,使您能够实现各种生成 AI 应用。借助 LangChain 框架使用不同的 LLM 模型,您将开始一段基于项目的学习之旅,利用 Python 实现强大的 AI 应用。 在此课程中,您将获得开发创新 LLM 解决方案所需的技能和知识,解决各种问题。项目包括: 1. 构建动态问答应用程序,利用 LangChain、OpenAI 和 Hugging Face 的独特能力。 2. 开发交互式对话机器人,使用 LangChain 和 OpenAI 增强用户体验。 3. 创建儿童教育应用,促进相关对象类别的发现。 4. 制作吸引人的营销活动应用,提升销售和品牌触达。 5. 开发 ChatGPT 克隆,提供总结功能,增强聊天机器人体验。 6. 创建多项选择题测验工具,简化学生测验的创建。 7. 开发 CSV 数据分析工具,帮助分析 CSV 文件的数据。 8. 制作 YouTube 脚本撰写工具,轻松生成引人注目的脚本。 9. 创建网站支持聊天机器人,帮助访客查找相关信息。 10. 自动票据分类工具,简化票据管理流程。 11. 使用 AI 协助 HR 简历筛选,优化招聘流程。 12. LLAMA 2 邮件生成器,自动创建个性化电子邮件。 13. LLAMA 2 发票提取机器人,准确高效提取发票信息。 14. 文本转 SQL 查询工具,轻松将自然语言转换为结构化查询。 15. 客户服务电话总结提醒,快速了解通话要点。 此课程不仅限于理论学习,您将参与实践活动和真实项目,巩固对概念和技术的理解。结束时,您将能够有效地运用 LangChain,构建强大和可扩展的 LLM 应用程序。不要错过这个成为语言模型专家的机会,加入 LangChain 课程,开始一次转变之旅,提升您的 AI 应用开发技能。准备好解锁您的全部潜力,成为语言基础 AI 发展的英雄。

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Are you interested in harnessing the power of AI to create groundbreaking language-based applications? Look no further than LangChain and Gen AI - a comprehensive course that will take you from a novice to an expert in no time. Implement Generative AI (GenAI) apps with langchain framework using different LLMs.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 some of the projects we will work on:Project 1: Construct a dynamic question-answering application with the unparalleled capabilities of LangChain, OpenAI, and Hugging Face Spaces.Project 2: Develop an engaging conversational bot using LangChain and OpenAI to deliver an interactive user experience.Project 3: Create an AI-powered app tailored for children, facilitating the discovery of related classes of objects and fostering educational growth.Project 4: Build a captivating marketing campaign app that utilizes the persuasive potential of well-crafted sales copy, boosting sales and brand reach.Project 5: Develop a ChatGPT clone with an added summarization feature, delivering a versatile and invaluable chatbot experience.Project 6: MCQ Quiz Creator App - Seamlessly create multiple-choice quizzes for your students using LangChain and Pinecone.Project 7: CSV Data Analysis Toll - Helps you analyze your CSV file by answering your queries about its data.Project 8: Youtube Script Writing Tool - Effortlessly create compelling YouTube scripts with this user-friendly and efficient script-writing tool.Project 9 - Support Chat Bot For Your Website - Helps your visitors/customers to find the relevant data or blog links that can be useful to them. Project 10 - Automatic Ticket Classification Tool - The Automatic Ticket Classification Tool categorizes support tickets based on content to streamline ticket management and response processes.Project 11 - HR - Resume Screening Assistance - HR project using AI to assist in screening resumes, optimizing the hiring process with smart analysis and recommendationsProject 12 - Email Generator using LLAMA 2- The Email Generator is a tool that automatically creates customized emails, saving time and effort in crafting personalized messages.Project 13 - Invoice Extraction Bot using LLAMA 2- Invoice Extraction Bot: AI-powered tool that extracts key details from invoices accurately and efficiently. Simplify your data entry process.Project 14 - Text to SQL Query Helper Tool: Convert natural language text into structured SQL queries effortlessly using the Text to SQL Query Tool for streamlined database interaction and data retrieval.Project 15 - Customer Care Call Summary Alert - Concise notification highlighting key points and outcomes from recent customer service calls, aiding quick understanding and responseThis course is designed to provide you with a complete understanding of LangChain, starting from the basics and progressing toward creating practical LLM-powered applications.LangChain empowers programmers to fully utilize large language models, such as ChatGPT, pinecone, LLAMA 2, and Huggingface, 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 applicationsLangChain is the perfect library for you.Move beyond basic techniques like keyword matching or rule-based systems and maximize your reach by langchain.Leverage the power of LLMs, and applications using LangChain and combine them with cognitive or information sources & pinecone.Unlock tremendous potential and explore new possibilities with applications using LangChain and Pinecone.Course Contents:LangChainLLMsChat ModelsPromptsIndexesChainsAgentsMemoryGoogle Gemini ProBut 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, pinecone, 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, langchain pinecone , LLAMA 2 , Huggingface Google Gemini Pro 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 through langchain.You will do practical activities and real-world projects throughout the applications using LangChain pinecone Google Gemini Pro course to strengthen your understanding of the concepts and techniques. You will be competent in applying Langchain pinecone to build strong, effective, and scalable LLM applications for a variety of uses by the end of the course.

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