Paperai is a powerful application designed for semantic search and workflow automation tailored for medical and scientific research papers. It leverages a combination of txtai embeddings and a SQLite database to parse articles, build embeddings, and enable efficient querying. Applications range from finding relevant matches for medical/scientific queries to powering full-fledged reporting applications with machine learning. Paperai indexes databases previously built with paperetl.