D3
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 📖
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