RoboCrew

Create LLM agent for your robot. Connect movement tools, VLA policies and sensor scans just in a few lines of code.

RoboCrew agent cleaning up a table.

🚀 Quick Start

Run on your robot:

pip install robocrew

For XLeRobot and the GUI, install the optional dependencies:

pip install "robocrew[xlerobot]"

Start GUI app with:

robocrew-gui

✨ Features

• 🚗 Movement - Pre-built wheel controls for mobile robots
• 🦾 Manipulation - VLA models as tools for arms control
• 👁️ Vision - Camera feed with image augmentation for better spatial understanding
• 🎤 Voice - Wake-word activated voice commands and TTS responses
• 🗺️ LiDAR - Top-down mapping with LiDAR sensor
• 🧠 Intelligence - Multi-agent control provides autonomy in decision making

🎨 Supported Robots

• ✅ XLeRobot - Full support for all features
• 🥝 LeKiwi - Use XLeRobot code (compatible platform)
• 🚙 Earth Rover mini plus - Full support
• 🐕 Unitree Go2 - Autonomous navigation with Nav2, camera, LiDAR, and Telegram control
• 🔜 More robot platforms coming soon! Request your platform →

🎯 How It Works

The RoboCrew Intelligence Loop:

1. 👂 Input - Voice commands, text tasks, or autonomous operation
2. 🧠 LLM Processing - LLM analyzes the task and environment…
3. 🛠️ Tool Selection - …and chooses appropriate tools (move, turn, grab an apple, etc.)
4. 🤖 Robot Actions - Wheels and arms execute commands
5. 📹 Visual Feedback - Cameras capture results with augmented overlay
6. 🔄 Repeat - LLM evaluates results and adjusts strategy

📱 Scripts to Use:

To gain full control over RoboCrew features, you can create your own script. Simplest example:

from robocrew.robots.XLeRobot.camera import RobotCamera
from robocrew.core.LLMAgent import LLMAgent
from robocrew.robots.XLeRobot.tools import create_move_forward, create_turn_right, create_turn_left
from robocrew.robots.XLeRobot.servo_controls import ServoControler

# 📷 Set up main camera
main_camera = RobotCamera("/dev/camera_center")  # camera usb port Eg: /dev/video0

# 🎛️ Set up servo controller
right_arm_wheel_usb = "/dev/arm_right"  # provide your right arm usb port. Eg: /dev/ttyACM1
servo_controler = ServoControler(right_arm_wheel_usb=right_arm_wheel_usb)

# 🛠️ Set up tools
move_forward = create_move_forward(servo_controler)
turn_left = create_turn_left(servo_controler)
turn_right = create_turn_right(servo_controler)

# 🤖 Initialize agent
agent = LLMAgent(
    model="google_genai:gemini-3-flash-preview",
    tools=[move_forward, turn_left, turn_right],
    main_camera=main_camera,
    servo_controler=servo_controler,
)

# 🎯 Give it a task and go!
agent.task = "Approach a human."
agent.go()

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🎤 Enable Listening and Speaking

Use voice to tell robot what to do.

📖 Docs: https://grigorij-dudnik.github.io/RoboCrew-docs/guides/examples/audio/

💻 Code example: examples/2_xlerobot_listening_and_speaking.py

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🦾 Add VLA Policy as a Tool

Let’s make our robot manipulate objects with its arms!

📖 Docs: https://grigorij-dudnik.github.io/RoboCrew-docs/guides/examples/vla-as-tools/

💻 Code example: examples/3_xlerobot_arm_manipulation.py

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🧠 Increase intelligence with multiagent communication:

One agent plans mission, another controls robot.

📖 Docs: https://grigorij-dudnik.github.io/RoboCrew-docs/guides/examples/multiagent/

💻 Code example: examples/4_xlerobot_multiagent_cooperation.py

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💬 Community & Support

• 💭 Join our Discord - Get help, share projects, discuss features
• 📖 Read the Docs - Comprehensive guides and API reference
• 🐛 Report Issues - Found a bug? Let us know!
• ⭐ Star on GitHub - Show your support!

❤️ Special thanks to all contributors and early adopters!