1. LangChain Introduction

• What You Will Get in This Course
• What Is LangChain?
• Let's Understand the LangChain Benefits

2. OpenAI Introduction FREE CHAPTER

• What Is OpenAI?
• OpenAI API Key Generation

3. Demo and Environment Setup

• A LangChain Example - Implementation Demo
• Anaconda Installation

4. LangChain - Models Module Concept

• LangChain's Modules Overview

5. Beginner Level - Project 1 - Simple Question and Answer App

• LLMs Walkthrough
• LLM Practical Implementation Using Python
• Project Environment Setup
• Lets' Build Simple Question Answering Application

6. Project 2 - Simple Conversational App

• Chat Model Walkthrough
• Chat Model Practical Implementation Using Python
• Let's Build Simple Conversational Application

7. Project 3 - Find Similar Things App for Kids

• Text Embedding Walkthrough
• Text Embeddings Practical Implementation Using Python
• Embeddings Example Using Python
• Let's build Similar Words Finder Application

8. LangChain - Prompt Module Concept and Implementation Using Python

• Prompts Module Introduction
• Prompt Template Walkthrough
• Example Selectors Walkthrough
• Adding More Examples to Input Prompt
• Output Parsers Walkthrough

9. Project 4 - Marketing Campaign App

• Convert Jupyter Notebook to Python Script
• Building the App's Frontend
• Integration of Frontend and Backend
• Modularization of Code
• Adding Examples - Kids, Adults, and Senior Citizens

10. LangChain - Memory Module Concept

• Importance of Memory in LLM-Powered Apps
• Different Types of Memory

11. Project 5 - ChatGPT Clone with Summarization Option

• ChatGPT Clone Demo
• Setting Up the Project
• Implementing the Frontend
• Modularizing the Code
• Passing Dynamic Data
• Implementing Chatbot Conversational View
• Conversation Summarization and API key feature

12. LangChain - Data Connection Module Concept

• Data Connection Module Introduction
• Data Connection Module - Python Implementation Part 1
• Data Connection Module - Python Implementation Part 2

13. Intermediate Level - Project 6 - Quiz MCQ Creator App

• Loading Documents and Creating Chunks
• Generate Embeddings and Store Them
• Retrieving Answer
• Creating Structured Output

14. LangChain - Chains Module Concept

• Chains Overview
• Generic Chains
• Utility Chains

15. LangChain - Agents Module Concept

• Agents Overview

16. Project 7 - CSV Data Analysis Tool

• CSV Data Analysis Tool Demo
• CSV Data Analysis Tool - Frontend
• CSV Data Analysis Tool - Backend

17. Advanced Level - Project 8 - YouTube Script Writing Tool

• YouTube Script Writing Tool Demo
• YouTube Script Writing tool - Frontend
• YouTube Script Writing tool - Backend
• YouTube Script Writing tool - Integration

18. Project 9 - Support Chatbot for Your Website

• Support Chat Bot for Your Website Demo
• Implement Frontend for Pushing Data to Pinecone
• Implementing Backend for Scraping the Data
• Implementing Backend for Pushing the Data to Pinecone
• Handling the Hardcoded Values
• Implementing Information Retrieval System

19. Project 10 - Automatic Ticket Classification Tool

• Automatic Ticket Classification Tool - Demo
• Upload Documents to Pinecone - Frontend and Backend
• Chatbot Interaction- Frontend and Backend
• Organizing Different Pages in Streamlit
• Classification Model Creation
• Model Training Process
• Ticket-Raising Feature Implementation
• Viewing Pending Tickets Tab

20. Project 11 - HR - Resume Screening Assistance

• HR - Resume Screening Assistance - Demo
• Resume Screening Assistance Frontend
• Loading Documents and Adding Metadata
• Push and Pull Data from Pinecone
• Finetuning Output

21. LLAMA 2 Introduction

• LLAMA 2 Introduction and Download Guide

22. Project 12 - Email Generator Using LLAMA 2 - Streamlit App

• Email Generator Frontend and Module Creation
• Using LLAMA 2 as LLM and Execution

23. Project 13 - Invoice Extraction Bot

• Invoice Extraction Bot - Demo
• Invoice Extraction Bot - Streamlit Frontend
• Replicate Platform Introduction
• Data Extraction
• LLAMA 2 - LLM Setup
• Formatting Output and Download Option

24. Project 14 - Text to SQL Query - Helper Tool, Google Collab, LLAMA 2

• Project Setup and Hugging Face Login
• Pipeline Creation and Prediction

25. Project 15 - Customer Care Call Summary Alert, OpenAI, Zapier NLA

• Customer Care Call Summary Alert - Demo
• Frontend Implementation
• Backend Implementation
• Final Execution