Kagil BOT

A bot that answers your questions about kaggle competitions, choose a competittion in the listBOX, let the backend program gather the necessary data from kaggle website, and here you go! the bot is ready to receive your questions.

How to run:

1. clone the repo
2. download the kaggle json file containing your credentials and copy it to your local directory ~/.kaggle

• on Windows:

  pip install the requirements and open 2 separate cmd terminals, cd to the repo directory and run:

  • cmd1: python back_app.py
  • cmd2: streamlit run app.py

• on WSL:

  in a shell terminal, cd to the repo directory and run: bash start.sh

Under the hood:

after picking a competition, all related data including discussions and notebooks sections get loaded then splitted and stored in faiss vectorstore. we use mistral-7b-gguf model, which can totally run on cpu at the cost of being slow, the model is served using a light weight API.

limitation:

with 8gb RAM, the model takes about 120 seconds to generate a full answer.