Curie: A Research Experimentation Agent

Summary

Curie: A Research Experimentation Agent Curie is the first AI-agent framework designed for automated and rigorous scientific experimentation. Curie helps answer your curiosity through end-to-end experimentation automation, ensuring that every step—from hypothesis formulation to result interpretation—is conducted with precision, reliability, and reproducibility. Our mission is to empower scientists to move research at the speed of thought. Key Features 🚀 Automated Experimentation – From hypothesis formulation, experiment implementation, experiment execution, result analysis and finding reflection. 📊 Rigor Enhancement - Built-in verification modules enforce methodical procedure, agent reliability and reproducibility. 🔬 Broad Applicability – Supports ML research, system analysis, and scientific discovery. Table of Contents Grant permission to docker via sudo chmod 666 /var/run/docker.sock . . Run docker ps to check that permission has been granted with the Docker daemon. Clone the repository: git clone https://github.com/Just-Curieous/Curie.git cd Curie Put your LLM API credentials under curie/setup/env.sh . Example: export MODEL="claude-3-7-sonnet-20250219" export ANTHROPIC_API_KEY="your-anthropic-key" Build the container image. This will take a few minutes. pip install -e . docker images -q exp-agent-image | xargs -r docker rmi -f # remove any existing conflict image cd curie && docker build --no-cache --progress=plain -t exp-agent-image -f ExpDockerfile_default .. && cd - Quick Start Q: I want to understand the Sorting Algorithm Efficiency. A: Simply input your question to Curie: python3 -m curie.main \ -q " How does the choice of sorting algorithm impact runtime performance across different \ input distributions (random, nearly sorted, reverse sorted)? " Auto-generated Experiment report : Available logs/research_<ID>.md . : Available . Reproducibilty and Logs : The full experimentation process (script to reproduce results, generated code and experiment results) is ...