/Libranium

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

Primary LanguageCSSGNU General Public License v3.0GPL-3.0

Libranium 📖

Version Contributors License

FEATURES

  • Recomendation by Book Description: Use an LLM via an Azure endpoint to generate recommendations based on text inputs 📚
  • 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 📈

TOOLS USED 🛠️

  • 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