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
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