AI Agent Framework / R&D Automation Platform
12.6k 2026-04-21
microsoft/RD-Agent
Automates data-driven AI R&D processes using AI agents, excelling in machine learning engineering tasks.
Core Features
Automated R&D processes for data and models
Web UI for real-time interaction and trace viewing
Integration with multiple LLM providers via LiteLLM
Specialized agents for data science and Kaggle scenarios
Top performance on MLE-bench for ML engineering tasks
Detailed Introduction
R&D-Agent is an innovative AI agent framework developed by Microsoft, designed to automate high-value research and development processes, particularly in the AI era focusing on data and models. It enables AI to drive data-driven AI, streamlining complex machine learning engineering tasks. The platform offers a web UI for interactive use, supports various LLM backends through LiteLLM, and includes specialized agents for data science and competitive ML scenarios like Kaggle. It has demonstrated leading performance on benchmarks such as MLE-bench, positioning it as a powerful tool for enhancing industrial productivity in AI development.