Learn LangChain: Build LLM Applications with LangChain

Learn all the basics of LangChain by building LLM-powered applications with OpenAI, Build Web Apps with Streamlit

4.25 (91 reviews)
Udemy
platform
English
language
Data Science
category
instructor
Learn LangChain: Build LLM Applications with LangChain
2,139
students
2 hours
content
Jul 2023
last update
FREE
regular price

What you will learn

How to Use LangChain to Build LLM-Powered Applications

Deep Dive into LangChain

How to build an end to end LangChain based Generative AI application

Learn about LangChain components, including LLM wrappers, prompt templates, chains, and agents.

Project: Streamlit Application with LangChain and OpenAI for Instant Book Insights

Why take this course?

--- --- ### **🌟 Course Title: Learn LangChain: Build LLM Applications with LangChain** 🌟 --- ### **🚀 Course Headline:** Unlock the Power of Large Language Models (LLMs) with **LangChain**: Dive into Building Impactful Applications Using OpenAI's GPT-3.5 & GPT-4! --- ### **📘 Course Description:** **Welcome to your journey into the world of LangChain!** This first-of-its-kind course is meticulously crafted to introduce you to the exciting realm of building LLM-powered applications using the cutting-edge LangChain library. 🚀 As we embark on this learning adventure, you'll be equipped with the essential skills and knowledge required to create a wide array of LLM solutions across various domains. With a focus on hands-on experience, this course is designed for both beginners and seasoned developers who aspire to harness the capabilities of generative AI and large language models (LLMs). **🔍 What You'll Learn:** 1. **Introduction to Generative AI:** - Understand what Generative AI entails. - Explore Discriminative vs. Generative Models. - Gain insights into the training process of Generative Models. 2. **Large Language Models (LLMs):** - Dive deep into the architecture and mechanics of LLMs. - Learn about the differences between LLMs and Traditional Machine Learning Models. - Discover practical use cases for LLMs. - Master the art of prompt design, including Zero Shot and Few Shot Learning techniques. 3. **The Power of LangChain:** - Get introduced to what LangChain is and its role in enhancing LLM capabilities. - Explore OpenAI's Large Language Models like GPT-3.5 and GPT-4. - Understand the limitations of these models and how LangChain addresses them. 4. **Building with LangChain:** - Learn to work with Prompt Templates, Sequential Chains, Agents & Memory in LangChain. - Enhance your understanding of how to construct complex chains for intricate tasks. 5. **Bringing It All Together with Streamlit:** - Develop a fully functional Streamlit application that integrates LangChain and OpenAI to deliver instant book insights. - Create a compelling user interface without needing extensive UI development experience. ### **🚀 Course Topics:** - **Generative AI** - **Large Language Models (LLMs)** - **LangChain** - **Prompts & PromptTemplates** - **Chains: SequentialChain, LLMChain** - **Agents** - **Memory Mechanisms** - **Streamlit for UI Development** ### **🎓 What You Get:** - **Lifetime Access** to this comprehensive course. - **1 on 1 Troubleshooting Support**: Enjoy dedicated assistance from the instructor to help you navigate through any challenges. - **Continuous Updates and Improvements**: Benefit from ongoing enhancements to the course content at no additional cost! --- **📆 Enroll Now & Transform Your AI Development Skills with LangChain!** 🚀 Don't miss out on this unique opportunity to become proficient in building sophisticated LLM applications. With a focus on practical, real-world application, you'll be well on your way to creating cutting-edge solutions that leverage the full power of generative AI and large language models. 🎓 ---

Screenshots

Learn LangChain: Build LLM Applications with LangChain - Screenshot_01Learn LangChain: Build LLM Applications with LangChain - Screenshot_02Learn LangChain: Build LLM Applications with LangChain - Screenshot_03Learn LangChain: Build LLM Applications with LangChain - Screenshot_04

Reviews

Barry
October 24, 2023
The course is a good primer for any web programmer looking for the ideal entry point into the puzzlingly infinite world of AI programming
Edward
August 15, 2023
Wonderful course that captures from end to end what the essence of where to source an LLM, through to how to set up an LLM. Highly recommended, engaging, to the point. The course can be completed in 2-3 hours. Thanks again Muhammad.

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5434430
udemy ID
7/10/2023
course created date
7/20/2023
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