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# NVIDIA BioNeMo Agent Toolkit Brings Accelerated AI to Life Sciences Researchers in Claude Science

**[NVIDIA](https://daily.dev/sources/nvidia)** · 4 min read · 1 upvotes · 0 comments

## Summary

Anthropic has launched Claude Science, an AI workbench for scientific research, integrating with NVIDIA's BioNeMo Agent Toolkit. The toolkit packages GPU-accelerated scientific capabilities as callable skills — including NVIDIA Parabricks for genomics, RAPIDS-singlecell for single-cell analysis, nvMolKit for cheminformatics, and BioNeMo NIM microservices — enabling AI agents to orchestrate complex life sciences workflows in natural language. Scientists can describe tasks like protein structure prediction or inhibitor design, and Claude Science orchestrates the work through domain-specialized agents connected to NVIDIA compute. The toolkit is open-source and framework-agnostic, available on GitHub, with Claude Science entering public beta.

## Full article

daily.dev links to this article rather than hosting it. Read it at the original source: <https://blogs.nvidia.com/blog/claude-science-bionemo-agent-toolkit>

## Questions this post answers

### What is the NVIDIA BioNeMo Agent Toolkit and how does it work with Claude Science?

It is a toolkit that packages NVIDIA-accelerated life sciences capabilities as callable skills for AI agents, letting Claude Science select the right tool, prepare inputs, and execute workflows while connecting to NVIDIA compute resources. It gives agents access to models like Evo 2, Boltz-2, and OpenFold3, plus tools like Parabricks and nvMolKit, across genomics, proteomics, and cheminformatics workflows.

_Researchers building agent-driven science pipelines can track integrations like this one on daily.dev._

### How much faster is RAPIDS-singlecell compared to standard single-cell analysis workflows?

RAPIDS-singlecell, developed by scverse, compresses a 1.3-million-cell preprocessing and clustering workflow from 52 minutes down to 25 seconds. This speedup lets single-cell analysis run within an interactive reasoning loop for an AI agent rather than as an offline batch job.

_Developers evaluating GPU-accelerated data pipelines can follow performance benchmarks like this on daily.dev._

### How many top pharmaceutical companies use NVIDIA BioNeMo?

18 of the top 20 pharmaceutical companies use NVIDIA BioNeMo for AI-enabled research spanning drug discovery, genomics, medical imaging, molecular design, and protein engineering. This adoption underscores BioNeMo's role as a widely used accelerated computing stack across the pharmaceutical industry.

_Teams assessing AI platforms for life sciences can weigh adoption signals like this on daily.dev._

## Similar posts on daily.dev

- [Anthropic launches Claude Science, an AI lab workbench](https://daily.dev/posts/anthropic-launches-claude-science-an-ai-lab-workbench-fap1ky76p) · The Next Web · 0 upvotes · 0 comments
- [Anthropic launches Claude Science, an AI workbench for scientific research](https://daily.dev/posts/anthropic-launches-claude-science-an-ai-workbench-for-scientific-research-rb5ui477r) · The New Stack · 0 upvotes · 0 comments
- [Build an AI Scientist for Life Science Discovery with NVIDIA BioNeMo Agent Toolkit](https://daily.dev/posts/build-an-ai-scientist-for-life-science-discovery-with-nvidia-bionemo-agent-toolkit-plwbrgvwb) · NVIDIA Developer · 1 upvotes · 0 comments
- [Anthropic’s Claude Science bets on workflow, not a new model, to win over scientists](https://daily.dev/posts/anthropic-s-claude-science-bets-on-workflow-not-a-new-model-to-win-over-scientists-ngu89phms) · TechCrunch · 4 upvotes · 2 comments

---

Tags: [#ai-agents](https://daily.dev/tags/ai-agents), [#nvidia](https://daily.dev/tags/nvidia)

[View this post on daily.dev](https://daily.dev/posts/nvidia-bionemo-agent-toolkit-brings-accelerated-ai-to-life-sciences-researchers-in-claude-science-sreeae28n)

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