Book Analysis: Find your perfect book
Project information
- Categories:
- Machine Learning
- Data Analysis
- Vector Searching
- Text Classification
- Sentiment Analysis
- Web
- AI-Powered
- Site: Find your perfect book
Summary
Book Analysis: Find your perfect book.
A Machine Learning project that allows the user to find the best book based on the given description, the category and the emotion reflected in the reading of the book with great accuracy thanks to semantic search through a vector database.
Tech Stack:
- Python
- Langchain (to build reliable AI agents)
- HuggingFace (to manipulate and run AI models)
- transformers (to build pipelines for predictions)
- NumPy (for scientific computing)
- Pandas (for data analysis and manipulation)
- Kagglehub (for the dataset)
- Seaborn & Matplotlib (statistical data visualization)
- Gradio (for the UI)