Last updated 6/2023
Created by Sharath Raju
MP4 | Video: h264, 1280×720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English + srt | Duration: 39 Lectures ( 4h 48m ) | Size: 2.5 GB
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.
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