tldrstory is a framework for AI-powered understanding of headlines and text content related to stories. tldrstory applies zero-shot labeling over text, which allows dynamically categorizing content. This framework also builds a txtai index that enables text similarity search. A customizable Streamlit application and FastAPI backend service allows users to review and analyze the data processed.

Applications

Mobile Tech

This application categorizes mobile device Reddit post titles by topic, score and sentiment. Data is pulled via the Reddit API using a series of queries for popular link posts. In many but not all cases, the titles of these posts are headlines for news articles.

Sports

This application categorizes sports articles by sport, fact score and sentiment. Data is pulled via a series of RSS feeds.