microsoft/RD-Agent
Research and development (R&D) is crucial for the enhancement of industrial productivity, especially in the AI era, where the core aspects of R&D are mainly focused on data and models. We are committed to automating these high-value generic R&D processes through R&D-Agent, which lets AI drive data-driven AI. 🔗https://aka.ms/RD-Agent-Tech-Report
Implements a dual-agent architecture combining research and development roles: the Research Agent explores ML solutions with reasoning-intensive models while the Development Agent refines implementations with cost-effective models, enabling efficient collaboration across model backends via LiteLLM. Provides specialized agents for machine learning engineering (MLE-bench leader), quantitative finance with factor-model optimization, and general data science tasks, with a web UI for real-time interaction and execution tracing.
11,731 stars. Actively maintained with 13 commits in the last 30 days.
Stars
11,731
Forks
1,354
Language
Python
License
MIT
Category
Last pushed
Mar 13, 2026
Commits (30d)
13
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