BookMate
Created a semantic book recommendation app using Hugging Face Sentence Transformers. Integrated mood detection for emotionally aware suggestions using pretrained sentiment models. Archives and retrieves ChromaDB embeddings for fast vector-based semantic search. Developed an interactive Gradio front-end with real-time query handling, using LangChain and Pandas for text pre-processing and structured data loading.
What I Learned:
How to utilize Sentence Transformers vector embeddings, fast similarity indexing using vector databases (ChromaDB), and designing interactive NLP web UIs with Gradio.