rag-llama3_1-youtube-qna-app

A powerful RAG (Retrieval-Augmented Generation) application built with Langchain, Ollama, and Pinecone.

This app allows users to interact with any YouTube video (even those over 3 hours long) by asking questions and receiving answers.

Figma Prototypes

Web / Desktop App

• Macbook Pro 16" - 1728 x 1121

Mobile App

• iPad Pro 11" - 834 x 1198

• iPhone 15 Pro Max - 430 x 1197

RAG Architecture

Below is an overview of the RAG architecture used in this project.

Upcoming Features...

I’m currently working on turning this notebook into a full-stack application.

• Turn the notebook into a RESTful API (FastAPI + MySQL)
• Create a web client (React)

🚧🏗️👷 In the process of developing...