snap-stanford/Biomni
Biomni: a general-purpose biomedical AI agent
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SDKs, agent skills, IDE extensions, and reference pipelines from Backblaze Labs. All open source.
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Where it stands
Rank, growth pace and release cadence relative to everything GStars tracks.
No releases in the last 90 days; the most recent was 374 days ago, with 40 contributors on GitHub.
Use Cases & Benefits
- Implements a general-purpose biomedical AI agent that autonomously executes diverse research tasks using large language models and retrieval-augmented planning.
- Enhances biomedical research productivity by integrating advanced LLM reasoning with code execution and a curated biomedical knowledge base.
- Use for automating complex experimental design and hypothesis generation in biomedical research workflows.
- Use for interactive biomedical data analysis and annotation through a Python API or web-based Gradio interface.
- Use for evaluating biological reasoning capabilities with comprehensive benchmarks and contributing domain-specific protocols to a shared know-how library.
Should you depend on it?
License terms, project hygiene and risks, from GitHub metadata and GStars' snapshots.
License
Apache 2.0
Permissive: commercial use, modification and redistribution are allowed with attribution; includes an explicit patent grant from contributors.
Community files
- README: present
Watch-outs
No watch-outs from GStars' checks.
General guidance from repository metadata, not legal advice. How we score
From the README
Biomni is a general-purpose biomedical AI agent designed to autonomously execute a wide range of research tasks across diverse biomedical subfields. By integrating cutting-edge large language model (LLM) reasoning with retrieval-augmented planning and code-based execution, Biomni helps scientists dramatically enhance research productivity and generate testable hypotheses.
Our software environment is massive and we provide a single setup.sh script to setup. Follow this file to setup the env first.
Daily snapshots
Stars gained per day, and how forks and open issues moved, from GStars' daily snapshots
Forks
736+66
Open issues
131+53
Compared with peers in AI Agents
Fastest-growing repositories GStars tracks in this cohort for the week of Nov 1, by 7-day star growth
| Repository | Stars | +7d | Health | Last release |
|---|---|---|---|---|
| vercel-labs/agent-desktop | 17.0K | +13.3K | 33 | today |
| thedotmack/claude-mem | 113.6K | +8.8K | 35 | today |
| stablyai/orca | 116.8K | +6.6K | 40 | today |
| milind-soni/OpenMausBot | 13.5K | +6.0K | 45 | today |
| HKUDS/DeepTutor | 55.5K | +5.5K | 65 | 5 days ago |
| snap-stanford/Biomni | 4.1K | — | 29 | 374 days ago |
| Category median | 55.5K | +6.6K | 40 | — |
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