-
Book Overview & Buying
-
Table Of Contents
LangChain Masterclass - Build 15 OpenAI and LLAMA 2 LLM Apps Using Python
By :
LangChain Masterclass - Build 15 OpenAI and LLAMA 2 LLM Apps Using Python
By:
Overview of this book
This course offers an in-depth exploration of LangChain and its integration with OpenAI and LLAMA 2 for building state-of-the-art LLM applications. Starting with an introduction to LangChain, you’ll learn how to harness its power to create dynamic applications, from simple question-and-answer apps to complex conversational tools. The course covers key concepts such as HuggingFace token generation, environment setup, and how to utilize models, memory, and data connections in LangChain.
You’ll then move into projects, such as creating a simple Q&A app, a text-to-SQL query tool, and even a customer care call summary alert system. By the end of the course, you’ll have built 15 diverse LangChain apps, including email generators, HR resume screeners, and data analysis tools, each showcasing LangChain's flexibility and power for building LLM applications.
This course also provides a deep dive into essential LangChain modules, such as the prompt module, chains, and agents, equipping you with the skills to develop sophisticated workflows. Additionally, you’ll gain practical experience in integrating and deploying applications using Streamlit, HuggingFace, and Pinecone, ensuring you're well-prepared to tackle real-world projects in AI-driven app development.
Table of Contents (27 chapters)
LangChain Introduction
HuggingFace Introduction
OpenAI Introduction
Demo & Environment Setup
LangChain - Models Module Concept
Project #1 - Simple Question & Answer App
Project #2 - Simple Conversational App
Project #3 - Find Similar Things App For Kids
LangChain - Prompt Module Concept & Implementation Using Python
Project #4 - Marketing Campaign App
LangChain - Memory Module Concept
Project #5 - ChatGPT Clone with Summarization Option
LangChain - Data Connection Module Concept
Project #6 - Quiz MCQ Creator App
LangChain - Chains Module Concept
LangChain - Agents Module Concept
Project #7 - CSV Data Analysis Tool
Project #8 - Youtube Script Writing Tool
Project #9 - Support Chat Bot For Your Website
Project #10 - Automatic Ticket Classification Tool
Project #11 - HR - Resume Screening Assistance
LLAMA 2 Introduction
Project #12 - Email Generator Using LLAMA 2 || Streamlit App
Project #13 - Invoice Extraction Bot
Project #14 - Text to SQL Query - Helper Tool || Google Collab || LLAMA
Project #15 - Customer Care Call Summary Alert || OpenAI || Zapier NLA
Project #16 - Code Review Analyst App