awesome-science-ai-agents

A curated list of awesome resources on AI agents for Science.

Contents

• Papers
• Benchmarks & Datasets
• Software Tools
• Communities
• Contributing

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Papers

Generic Agentic Workflows

• ReAct: Synergizing Reasoning and Acting in Language Models - a prompting method that combines reasoning and acting to improve LLM decision-making and interactivity 🔗 Code

Scientific Domain-specific Agentic Workflows

Chemistry

• ChemCrow: Augmenting large-language models with chemistry tools - 🔗 Code

Benchmarks & Datasets

• GBIF - Global biodiversity data repository.
• EcoSet - Multimodal ecological dataset.

Software Tools

• EcoML - Open-source toolkit for ecological ML.

Communities

• r/ecology - Reddit community for ecology discussions.
• EcoHack - Hackathon focused on AI in ecology.

Contributing

Contributions welcome! Please follow the contribution guidelines.

Shield:

This work is licensed under a Creative Commons Attribution 4.0 International License.