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A simple vectorizer tool built using Python and React, where-in users can upload datasets in CSV or Parquet formats. The program generates embeddings using BERT and provides the option to download the resulting file with the generated embeddings.

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xairen/vectorizer

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Vectorizer Project

This project includes both the frontend and backend for the Vectorizer tool.

Project Structure

  • /Frontend: Contains the frontend React application.
  • /Backend: Contains the backend Python service.

How to Run the Project

Backend

  • Navigate to the /Backend folder.
  • Download necessary packages
  • Run the following commands: python app.py

Frontend

  • Navigate to the /Frontend folder.
  • Run the following commands: npm start

Running Together

  • Ensure both the backend and frontend are running by following the above steps.
  • Access the frontend at http://localhost:3000 and ensure it communicates with the backend at http://localhost:5001.

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A simple vectorizer tool built using Python and React, where-in users can upload datasets in CSV or Parquet formats. The program generates embeddings using BERT and provides the option to download the resulting file with the generated embeddings.

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