Paperai

关于

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.

主要功能

• Report generation in multiple formats (Markdown, CSV, Annotation)
• Integration with txtai embeddings for enhanced search capabilities
• Workflow automation for research tasks
• 1,398 GitHub stars
• Semantic search for medical/scientific literature
• Command-line interface for querying and report building

使用案例

• Quickly find relevant research papers based on semantic similarity to a query
• Automate the process of extracting key information from a collection of papers
• Generate reports summarizing findings from research articles