Agent
Catalog entries using this tag (links open the entry card on its page):
Entries
BioMedAgent
PUBMED_LINK
FULL NAME
BioMedAgent: self-evolving multi-agent LLM framework for biomedical data analysis
DESCRIPTION
Multi-agent LLM system that learns to chain bioinformatics tools into workflows via exploration and memory retrieval; natural-language tasks. Paper introduces BioMed-AQA (327 tasks, ~77% success) and reports cross-omics, ML modelling, and pathology segmentation examples.
URL
Main citation
Bu D, Sun J, Li K, et al. (2026) Empowering AI data scientists using a multi-agent LLM framework with self-evolving capabilities for autonomous, tool-aware biomedical data analyses. Nat Biomed Eng. doi:10.1038/s41551-026-01634-6. PMID 41912700
OpenClaw
Company
Open source
DESCRIPTION
Open-source, local-first autonomous AI assistant: file/shell access, browser automation, skills/plugins, and optional chat-app bridges; model-agnostic (e.g. Claude, OpenAI, local/Ollama) with your own API keys.
URL