app.py

# prompt: write a streamlit app that enables users to input a ipynb file and summerizes what code inside the file does

import streamlit as st
from transformers import pipeline
from pathlib import Path
from llama_index import download_loader

summarizer = pipeline("summarization", model="facebook/bart-large-cnn")

def main():
  st.title("IPYNB Summarizer")
  uploaded_file = st.file_uploader("Upload your IPYNB file", type="ipynb")
  if uploaded_file is not None:
    # Load the IPYNB file
    loader = IPYNBReader(concatenate=True)
    documents = loader.load_data(file=Path(uploaded_file))
    # Summarize the code in the IPYNB file
    summaries = summarizer(documents)
    # Display the summaries
    for summary in summaries:
      st.write(summary)