search_papers
Search 8.5 million academic papers (arXiv + biomedical: PMC / bioRxiv / medRxiv, all disciplines) by topic, keyword, author, or linked entity (gene / protein / disease). Each hit returns id, title, TLDR, type, and links. Use to find papers about a topic, e.g. 'transformer efficiency' or 'CRISPR base editing'.
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| k | No | Number of results (default 10, max 25). | |
| query | Yes | Natural-language search query. E.g. 'transformer attention efficiency', 'graph neural networks for molecular property prediction'. | |
| year_max | No | Latest publication year. | |
| year_min | No | Earliest publication year, e.g. 2024. |