Welcome to the GitHub page of Academatch!
To help with understanding the contents of this repository, here is some guiding information:
DataBricks_Code.ipynb1: code for web-scraping the arxiv API for research abstracts.Embeddings (2).ipynb: code for applying the DistilBERT embeddings to convert the abstracts into vectors and storing the vectors in the Pinecone vector database.main.py: main code for the Academatch website.static: folder with the Academatch logo, dataset, and css files.templates: folder with the html files for the Academatch website.
This web application can unfortunately only be run locally as we had difficulties with hosting a dynamic webpage. Hopefully, we will eventually be able to host this application on a server.