Build a dashboard based on freeform sentiment analysis of hotel reviews

A dashboard can be built to perform freeform sentiment analysis on hotel reviews using large language models. The process involves collecting review data from an external API, filtering and preparing the text for analysis. By providing a few-shot prompt to an LLM like AI21 Studio's Jurassic-1, it is possible to extract both the topics and their associated sentiments from unstructured reviews. This method allows developers to generate structured JSON output from free text, simplifying the creation of insightful analytics for business users.