LangChain for Chatbots Online Course

LangChain for Chatbots Online Course

Dive into the innovative realm of LangChain and its extensive applications in chatbot development. This course begins with a warm welcome, setting the stage for an exciting journey into LangChain technology. You'll start by exploring the basics of LangChain and understanding its significance in the chatbot ecosystem. The introduction provides a clear overview, preparing you for the in-depth learning ahead. As you progress, you'll delve into key concepts that form the backbone of LangChain. Each video in this section is meticulously crafted to explain complex ideas such as Chain of Thought, Action Plan Generation, and ReAct Reasoning & Action. You'll also learn about advanced techniques like PromptChaining, Memetic Proxy, and Self Consistency, among others. These concepts are crucial for mastering LangChain and applying it effectively in your projects. The course culminates with a series of hands-on projects, each designed to tackle real-world challenges. From creating a ChatGPT Streamlit SEO application to developing specialized chatbots for healthcare, e-commerce, and mental health support, you'll gain practical experience that solidifies your learning.

By the end of the course, you'll be equipped with the knowledge and skills to build sophisticated chatbots that meet a variety of user needs.

Who should take this course?

This course is ideal for developers, AI enthusiasts, and professionals who want to build intelligent, conversational chatbots using LangChain. It’s well-suited for those with basic Python knowledge who are interested in integrating large language models into real-world applications. Whether you’re a software engineer exploring AI, a startup founder building AI-driven products, or a researcher experimenting with conversational agents, this course will give you the practical skills to design and deploy powerful chatbots with LangChain.

What you will learn

• Develop and implement LangChain-based chatbots.
• Master key concepts like Chain of Thought and PromptChaining.
• Create functional chatbots for healthcare, e-commerce, and more.
• Gain practical experience through diverse projects.
• Enhance problem-solving skills in chatbot development.

Course Outline

Introduction to LangChain & Chatbots

• What is LangChain?
• LangChain Course Overview

Key Concepts in LangChain

• Chain of Thought
• Action Plan Generation
• ReAct_Reasoning & Action
• Self-Ask
• PromptChaining
• Memetic Proxy
• Self Consistency
• Inception
• Memprompt

LangChain Projects

• App 1 - ChatGPT Streamlit SEO
• App 2 - Chatbot Front-End
• App 3 - PDF Chatbot
• App 4 - Blog ChatBot
• App 5 - Database ChatBot
• App 6 - YouTube Video Summarizer
• App 7 - Healthcare Database Chatbot
• App 8 - News Aggregator Chatbot
• App 9 - Interactive Coding Tutorial Chatbot
• App 10 - E-commerce Chatbot
• App 11 - Document Translation Chatbot
• App 12 - Mental Health Support Chatbot
• App 13 - Career Advisor Chatbot
• App 14 - Financial Advisor Chatbot
• App 15 - VegGPT - ChatGPT + Computer Vision