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freeCodeCamp

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

via freeCodeCamp

Overview

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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

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