Welcome to AiDA, a prototype built in 1 day for 42-London Hackathon that was focused on Redefining Education with AI. AiDA enables you to chat with your youtube videos as they play in real-time. It also tries to classify your intent, if you are looking for a summary it sketches a quick chart to explain the main points of the video. The goal is to bring videos to life to improve children's learning experience on youtube.
P.S: AiDA got 1st place winning the 42 Hackathon!
AiDA is web based app built using Python and streamlit, it utilizes Langchain for Retrieval Augmented Generation (RAG) chatbot, vectorized document storage with OpenAI and Chroma, GPT/Claude models for analysing quering and chatting, GPT to generate mermaid chart and streamlit mermaid library to sketch the chart.
To get started with AiDA, ensure you have Python 3.6+ installed. Clone this repository and install the required dependencies:
git clone https://github.com/yourgithub/AiDA.git
cd AiDA
streamlit run app.pyAny contributions you make are greatly appreciated. If you have a suggestion that would make this better, please fork the repo and create a pull request. You can also simply open an issue and give it the correct labels.