#sentiment-analysis

The Yelp-Review-Summarizer is an AI Agent developed by Yelp, designed to revolutionize how users interpret dining reviews. Leveraging advanced Natural Language Processing (NLP), it intelligently processes and analyzes vast volumes of Yelp user comments, specifically focusing on food dish evaluations. This agent precisely extracts multi-dimensional insights into dish quality, such as taste, appearance, portion size, and freshness, from unstructured text. It then aggregates and visualizes this complex data into an intuitive food quality radar chart, empowering consumers and providing restaurant owners with data-driven insights for menu optimization and enhanced user experience.