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D3V-D/Libranium

Libranium is a web-app that recommends books to students, educators, and enthusiasts alike based on interests, previous books, and text prompts.

Libranium ๐Ÿ“–

Version Contributors License

FEATURES

  • Recomendation by Book Description: Use an LLM via an Azure endpoint to generate recommendations based on text inputs ๐Ÿ“š
  • Recomendation by Past Read Books: Leverages a KNN model to recommend users books based off of books they have enjoyed in the past. The model is trained off of a Kaggle Dataset ๐Ÿ“ˆ

TOOLS USED ๐Ÿ› ๏ธ

  • Azure Web App Deployment for KNN Flask API deployment
  • Asure AI studio to deploy LLM for inference
  • Netlify for site hosting
  • GitHub to store files and keep open-source
  • Python, Javascript, HTML/CSS

Languages

CSS42.5%JavaScript41.5%HTML16.0%

Contributors

GNU General Public License v3.0
Created January 31, 2024
Updated May 20, 2024