Agent: GeneAgent

All agentsNature Methods

Gene Set Analysis AI for Research Teams with GeneAgent

Best for: gene set analysis ai

Gene set analysis agent with self-verification against structured biological databases.

Interpret gene sets with database-backed self-verification to reduce unsupported biological claims.

GeneAgent helps researchers interpret gene sets by generating biological explanations and then checking its own conclusions against trusted biological databases. This self-verification step is designed to reduce hallucinations and improve factual accuracy compared with a general-purpose chatbot. It is useful for turning lists of genes into clearer, more reliable hypotheses about underlying pathways, functions, and disease mechanisms.

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20minds Co-Scientist workspace showing agent output, code, and controls

Details

  • License: MIT
  • Citation: Wang et al. (2025). GeneAgent: self-verification language agent for gene-set analysis using domain databases. Nature Methods, 22, 1677-1685.
  • Models: gpt-5-mini

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