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automation

RD-Agent: Automate R&D

Boost productivity with RD-Agent. Ideal for founders in AI and data-driven industries.
13,783 stars1,746 forksPythonQuality 8/10Updated 6/15/2026100% free · open source
What it does

RD-Agent is a tool that automates repetitive tasks and boosts productivity for founders in AI and data-driven industries by integrating with their development workflow.

Install / run
git clone https://github.com/microsoft/RD-Agent.git && cd RD-Agent
When to use it
  • •When you need to automate data processing pipelines
  • •When you want to integrate AI models into your application
  • •When you need to automate testing and deployment of your AI-driven products
Quick start
  1. 1Run `python setup.py install` to install RD-Agent
  2. 2Create a new configuration file `config.json` with your workflow settings
  3. 3Define your tasks and workflows in the `tasks` and `workflows` sections of `config.json`
  4. 4Use the `rd-agent run` command to execute your workflows
  5. 5Monitor your workflow execution with `rd-agent status`
Ready-to-paste prompt
rd-agent run --config config.json --task my_data_processing_task
Heads up: RD-Agent requires Python 3.7 or later to be installed, and the `pyyaml` library must be installed separately with `pip install pyyaml`
Saves to your device

Topics

agent
ai
automation
data-mining
data-science
development
llm
research
What's inside — free to inspect
No purchase needed

Read the entire source before you build — unlike paid marketplaces that hide it behind a buy button.

16
top-level files
9
folders
67.6M
repo size
MIT
license
Key files
README.md
requirements.txt
File tree
.devcontainer/
.github/
.streamlit/
constraints/
docs/
rdagent/
requirements/
test/
web/
.bumpversion.cfg
.commitlintrc.js
.env.example
.gitignore
.readthedocs.yaml
CHANGELOG.md
CODE_OF_CONDUCT.md
CONTRIBUTING.md
LICENSE
Makefile
pyproject.toml
README.md
requirements.txt
SECURITY.md
SUPPORT.md
Quick Actions
Details
Creator
microsoft
Language
Python
Category
automation
Published
4/3/2024

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