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# @lerobot/web
interact with your robot in JS (WebSerial + WebUSB), inspired by [LeRobot](https://github.com/huggingface/lerobot)
🚀 **[Try the live demo →](https://huggingface.co/spaces/NERDDISCO/LeRobot.js)**
## Installation
```bash
# pnpm
pnpm add @lerobot/web
# npm
npm install @lerobot/web
# yarn
yarn add @lerobot/web
```
## Quick Start
```typescript
import { findPort, releaseMotors, calibrate, teleoperate } from "@lerobot/web";
// 1. find and connect to hardware like a robot arm
const findProcess = await findPort();
const robots = await findProcess.result;
const robot = robots[0];
// 2. release the motors and put them into the homing position
await releaseMotors(robot);
// 3. calibrate the motors by moving each motor through its full range of motion
const calibrationProcess = await calibrate({
robot,
onProgress: (message) => console.log(message),
onLiveUpdate: (data) => console.log("Live positions:", data),
});
// when done, stop calibration and get the min/max ranges for each motor
// which we need to control the robot in its defined ranges
calibrationProcess.stop();
const calibrationData = await calibrationProcess.result;
// 4. start controlling the robot arm with your keyboard
const teleop = await teleoperate({
robot,
calibrationData,
teleop: { type: "keyboard" }, // or { type: "direct" }
});
teleop.start();
// stop any control
teleop.stop();
```
## Core API
### `findPort(config?): Promise<FindPortProcess>`
Discovers and connects to robotics hardware using WebSerial API. Two modes: interactive (shows port dialog) and auto-connect (reconnects to known robots).
#### Interactive Mode (Default)
First-time usage or discovering new robots. Shows native browser port selection dialog.
```typescript
// User selects robot via browser dialog
const findProcess = await findPort();
const robots = await findProcess.result; // RobotConnection[]
const robot = robots[0]; // User-selected robot
// Configure and save robot for future auto-connect
robot.robotType = "so100_follower";
robot.robotId = "my_robot_arm";
// Save to localStorage (or your storage system)
localStorage.setItem(
`robot-${robot.serialNumber}`,
JSON.stringify({
robotType: robot.robotType,
robotId: robot.robotId,
serialNumber: robot.serialNumber,
})
);
```
#### Auto-Connect Mode
Automatically reconnects to previously configured robots without showing dialogs.
```typescript
// Build robotConfigs from saved data
const robotConfigs = [];
// Option 1: Load from localStorage (typical web app pattern)
for (let i = 0; i < localStorage.length; i++) {
const key = localStorage.key(i);
if (key?.startsWith("robot-")) {
const saved = JSON.parse(localStorage.getItem(key)!);
robotConfigs.push({
robotType: saved.robotType,
robotId: saved.robotId,
serialNumber: saved.serialNumber,
});
}
}
// Option 2: Create manually if you know your robots
const robotConfigs = [
{ robotType: "so100_follower", robotId: "left_arm", serialNumber: "USB123" },
{ robotType: "so100_leader", robotId: "right_arm", serialNumber: "USB456" },
];
// Auto-connect to all known robots
const findProcess = await findPort({
robotConfigs,
onMessage: (msg) => console.log(msg),
});
const robots = await findProcess.result;
const connectedRobots = robots.filter((r) => r.isConnected);
console.log(
`Connected to ${connectedRobots.length}/${robotConfigs.length} robots`
);
```
#### RobotConfig Structure
```typescript
interface RobotConfig {
robotType: "so100_follower" | "so100_leader";
robotId: string; // Your custom identifier (e.g., "left_arm")
serialNumber: string; // Device serial number (from previous findPort)
}
```
#### Options
- `robotConfigs?: RobotConfig[]` - Auto-connect to these known robots
- `onMessage?: (message: string) => void` - Progress messages callback
#### Returns: `FindPortProcess`
- `result: Promise<RobotConnection[]>` - Array of robot connections
- `stop(): void` - Cancel discovery process
---
### `calibrate(config): Promise<CalibrationProcess>`
Calibrates motor homing offsets and records range of motion.
```typescript
const calibrationProcess = await calibrate({
robot,
onProgress: (message) => {
console.log(message); // "⚙️ Setting motor homing offsets"
},
onLiveUpdate: (data) => {
// Real-time motor positions during range recording
Object.entries(data).forEach(([motor, info]) => {
console.log(`${motor}: ${info.current} (range: ${info.range})`);
});
},
});
// Move robot through full range of motion...
// When finished recording ranges, stop the calibration
console.log("Move robot through its range, then stopping in 10 seconds...");
setTimeout(() => {
calibrationProcess.stop(); // Stop range recording
}, 10000);
const calibrationData = await calibrationProcess.result;
// Save calibration data to localStorage or file
```
#### Options
- `config: CalibrateConfig`
- `robot: RobotConnection` - Connected robot from `findPort()`
- `onProgress?: (message: string) => void` - Progress messages
- `onLiveUpdate?: (data: LiveCalibrationData) => void` - Real-time position updates
#### Returns: `CalibrationProcess`
- `result: Promise<WebCalibrationResults>` - Calibration data (Python-compatible format)
- `stop(): void` - Stop calibration process
#### Calibration Data Format
```typescript
{
"shoulder_pan": {
"id": 1,
"drive_mode": 0,
"homing_offset": 47,
"range_min": 985,
"range_max": 3085
},
// ... other motors
}
```
---
### `teleoperate(config): Promise<TeleoperationProcess>`
Enables real-time robot control with extensible input devices. Supports keyboard control and direct programmatic movement, with architecture for future input devices like leader arms and joysticks.
#### Keyboard Teleoperation
```typescript
import { teleoperate, KeyboardTeleoperator } from "@lerobot/web";
const keyboardTeleop = await teleoperate({
robot,
calibrationData: savedCalibrationData, // From calibrate()
teleop: { type: "keyboard" }, // Uses keyboard controls
onStateUpdate: (state) => {
console.log(`Active: ${state.isActive}`);
console.log(`Motors:`, state.motorConfigs);
},
});
// Start keyboard control
keyboardTeleop.start();
// Access keyboard-specific methods
const keyboardController = keyboardTeleop.teleoperator as KeyboardTeleoperator;
await keyboardController.moveMotor("shoulder_pan", 2048);
// Stop when finished
setTimeout(() => keyboardTeleop.stop(), 30000);
```
#### Direct Teleoperation
```typescript
import { teleoperate, DirectTeleoperator } from "@lerobot/web";
const directTeleop = await teleoperate({
robot,
calibrationData: savedCalibrationData,
teleop: { type: "direct" }, // For programmatic control
onStateUpdate: (state) => {
console.log(`Motors:`, state.motorConfigs);
},
});
directTeleop.start();
// Access direct control methods
const directController = directTeleop.teleoperator as DirectTeleoperator;
await directController.moveMotor("shoulder_pan", 2048);
await directController.setMotorPositions({
shoulder_pan: 2048,
elbow_flex: 1500,
});
// Stop when finished
setTimeout(() => directTeleop.stop(), 30000);
```
#### Options
- `config: TeleoperateConfig`
- `robot: RobotConnection` - Connected robot from `findPort()`
- `teleop: TeleoperatorConfig` - Teleoperator configuration:
- `{ type: "keyboard", stepSize?: number, updateRate?: number, keyTimeout?: number }` - Keyboard control
- `{ type: "direct" }` - Direct programmatic control
- `calibrationData?: { [motorName: string]: any }` - Calibration data from `calibrate()`
- `onStateUpdate?: (state: TeleoperationState) => void` - State change callback
#### Returns: `TeleoperationProcess`
- `start(): void` - Begin teleoperation
- `stop(): void` - Stop teleoperation and clear states
- `getState(): TeleoperationState` - Current state and motor positions
- `teleoperator: BaseWebTeleoperator` - Access teleoperator-specific methods:
- **KeyboardTeleoperator**: `updateKeyState()`, `moveMotor()`, etc.
- **DirectTeleoperator**: `moveMotor()`, `setMotorPositions()`, etc.
- `disconnect(): Promise<void>` - Stop and disconnect
#### Keyboard Controls (SO-100)
```
Arrow Keys: Shoulder pan/lift
WASD: Elbow flex, wrist flex
Q/E: Wrist roll
O/C: Gripper open/close
Escape: Emergency stop
```
---
### `releaseMotors(robot, motorIds?): Promise<void>`
Releases motor torque so robot can be moved freely by hand.
```typescript
// Release all motors for calibration
await releaseMotors(robot);
// Release specific motors only
await releaseMotors(robot, [1, 2, 3]);
```
#### Options
- `robot: RobotConnection` - Connected robot
- `motorIds?: number[]` - Specific motor IDs (default: all motors for robot type)
## Browser Requirements
- **chromium 89+** with WebSerial and WebUSB API support
- **HTTPS or localhost**
- **User gesture** required for initial port selection
## Hardware Support
Currently supports SO-100 follower and leader arms with STS3215 motors. More devices coming soon.