LangChain for Chatbots Online Course
LangChain for Chatbots Online Course
This online course takes you through LangChain’s powerful capabilities in chatbot development. Starting with an introduction to LangChain, you will explore key concepts like Chain of Thought, Action Plan Generation, ReAct Reasoning & Action, and advanced techniques such as PromptChaining and Self Consistency. The course also features hands-on projects, where you’ll develop real-world applications like ChatGPT Streamlit SEO, healthcare, e-commerce, and mental health support chatbots. By the end of the course, you'll have the skills to create sophisticated, user-oriented chatbots using LangChain.
Key Benefits
- Gain a comprehensive introduction to LangChain and its application in chatbot development.
- Engage in hands-on projects that tackle real-world challenges and scenarios.
- Acquire practical knowledge in building advanced chatbots designed for diverse industries.
Target Audience
This course is designed for software developers, data scientists, and AI enthusiasts aiming to specialize in chatbot development. A foundational knowledge of programming and machine learning concepts is recommended to fully benefit from the course content.
Learning Objectives
- Build and deploy LangChain-based chatbots with advanced functionalities.
- Master essential concepts such as Chain of Thought, PromptChaining, and ReAct Reasoning & Action.
- Develop specialized chatbots for industries like healthcare, e-commerce, and more.
- Gain hands-on experience by working on a variety of real-world projects.
- Strengthen problem-solving and critical thinking skills in chatbot development.
Course Outline
The LangChain for Chatbots Exam covers the following topics -
Module 1. Introduction to LangChain & Chatbots
- Overview of LangChain
- Course Introduction and Goals
Module 2. Core Concepts in LangChain
- Chain of Thought Process
- Action Plan Formulation
- ReAct (Reasoning & Action) Methodology
- Self-Ask Technique
- Prompt Chaining Mechanism
- Memetic Proxy Concept
- Self Consistency in AI Models
- Inception Strategy
- Memprompt Technique
Module 3. LangChain Projects
- Project 1: ChatGPT Streamlit SEO Tool
- Project 2: Chatbot Front-End Development
- Project 3: PDF-Based Chatbot
- Project 4: Blog-Based Chatbot
- Project 5: Database-Integrated Chatbot
- Project 6: YouTube Video Summarizer
- Project 7: Healthcare Database Chatbot
- Project 8: News Aggregator Chatbot
- Project 9: Interactive Coding Tutorial Chatbot
- Project 10: E-Commerce Chatbot
- Project 11: Document Translation Chatbot
- Project 12: Mental Health Support Chatbot
- Project 13: Career Advisor Chatbot
- Project 14: Financial Advisor Chatbot
- Project 15: VegGPT: ChatGPT Integrated with Computer Vision