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RD-Agent

Automate research and development workflows with an intelligent AI agent from Microsoft Research.

★ 13,968 GitHub MIT agentaiautomationdata-sciencemachine-learningresearchrd AI Agents

Overview

RD-Agent is a Microsoft Research project that automates high-value R&D processes, including data pipelines, model training, and experimentation workflows. It provides an intelligent agent framework that integrates with Streamlit and Python to streamline repetitive research tasks, manage experiment metadata, and accelerate the discovery cycle. With 14,000+ GitHub stars, RD-Agent is an MIT-licensed tool designed for ML researchers and data scientists who want to spend less time on boilerplate and more time on insights.

Requirements

Min vCPU
2
Min RAM
4096 MB
Min Disk
10 GB
Rec vCPU
4
Rec RAM
8192 MB
Rec Disk
20 GB

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Docker Compose

# Generated by Run This Ai — docker-compose.yml
services:
  rd-agent:
    image: jidodata/rd-agent:latest
    restart: unless-stopped
    ports:
      - 8080:8080
    volumes:
      - ./data/rd-agent:/data

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Guides & articles

Getting Started with RD-Agent: A Practical Tutorial for ML Researchers

A step-by-step tutorial for setting up RD-Agent and running your first automated research workflow. From Docker deployment to experiment monitoring.

Jul 21, 2026

RD-Agent: Automate Your R&D Workflows with Microsoft’s AI-Powered Agent

Discover how RD-Agent from Microsoft Research automates high-value R&D processes — from data pipelines to model training. An in-depth guide to features, setup, and system requirements.

Jul 21, 2026