Class Central is learner-supported. When you buy through links on our site, we may earn an affiliate commission.

freeCodeCamp

LangChain GEN AI Tutorial – 6 End-to-End Projects using OpenAI, Google Gemini Pro, LLAMA2

via freeCodeCamp

Overview

Dive into a comprehensive tutorial on LangChain, exploring its integration with GPT-4, Google Gemini Pro, and LLAMA2 through six hands-on projects. Master the art of connecting powerful Large Language Models (LLMs) to external data sources, unlocking the potential of natural language processing applications. Begin with a crash course on LangChain fundamentals, then progress to practical implementations including chatting with PDFs using AstraDB, generating blogs with LLAMA 2, creating end-to-end projects with Pinecone VectorDB, and building a multi-language invoice extractor. Gain insights into Google Gemini Pro's capabilities and develop a conversational Q&A chatbot using its API. Access the accompanying GitHub repository for code samples and follow along with the step-by-step guidance provided throughout the four-hour tutorial.

Syllabus

⌨️ Introduction What We will Learn
⌨️ Langchain Crash Course
⌨️ Chat With PDF Using Langchain And Astradb
⌨️ Blog Generation Using LLAMA 2 LLM Models
⌨️ End To End LLm Projects Using Pinecone VectorDB
⌨️ Google Gemini Pro Demo
⌨️ Multi Language Invoice Extractor LLm Project
⌨️ Conversational Q&A Chatbot Using Gemini Pro API

Taught by

freeCodeCamp.org

Reviews

Start your review of LangChain GEN AI Tutorial – 6 End-to-End Projects using OpenAI, Google Gemini Pro, LLAMA2

Never Stop Learning.

Get personalized course recommendations, track subjects and courses with reminders, and more.

Someone learning on their laptop while sitting on the floor.