Skip to content

Instantly share code, notes, and snippets.

@wong2
Last active October 25, 2024 02:29
Show Gist options
  • Save wong2/47bb82e9cd6d1e5d81de1ca6e8618880 to your computer and use it in GitHub Desktop.
Save wong2/47bb82e9cd6d1e5d81de1ca6e8618880 to your computer and use it in GitHub Desktop.
How to run Claude computer use demo on macOS

Note

It is necessary to give Terminal (or iTerm or whatever you use) the permission to control the computer. This can be done in System Settings ➔ Privacy & Security ➔ Accessibility.

Guide

  • Install cliclick for mouse & keyboard emulation
    • brew install cliclick
  • Clone Anthropic quickstart repo
    • git clone https://github.com/anthropics/anthropic-quickstarts.git
  • cd computer-use-demo
  • Replace computer-use-demo/computer_use_demo/tools/computer.py with the modified version below
  • ./setup.sh
  • source .venv/bin/activate
  • Export enviroment varaiables
    • export ANTHROPIC_API_KEY=sk-xxxxxx // replace with your api key
    • export WIDTH=1512 // replace with your screen resolution
    • export HEIGHT=982 // replace with your screen resolution
  • Start the app
    • python -m streamlit run computer_use_demo/streamlit.py
import asyncio
import base64
import os
import shlex
import shutil
from enum import StrEnum
from pathlib import Path
from typing import Literal, TypedDict
from uuid import uuid4
from anthropic.types.beta import BetaToolComputerUse20241022Param
from .base import BaseAnthropicTool, ToolError, ToolResult
from .run import run
OUTPUT_DIR = "/tmp/outputs"
TYPING_DELAY_MS = 12
TYPING_GROUP_SIZE = 50
IMAGE_MAX_WIDTH = 1200
Action = Literal[
"key",
"type",
"mouse_move",
"left_click",
"left_click_drag",
"right_click",
"middle_click",
"double_click",
"screenshot",
"cursor_position",
]
class Resolution(TypedDict):
width: int
height: int
class ScalingSource(StrEnum):
COMPUTER = "computer"
API = "api"
class ComputerToolOptions(TypedDict):
display_height_px: int
display_width_px: int
display_number: int | None
def chunks(s: str, chunk_size: int) -> list[str]:
return [s[i : i + chunk_size] for i in range(0, len(s), chunk_size)]
class ComputerTool(BaseAnthropicTool):
"""
A tool that allows the agent to interact with the screen, keyboard, and mouse of the current computer.
The tool parameters are defined by Anthropic and are not editable.
"""
name: Literal["computer"] = "computer"
api_type: Literal["computer_20241022"] = "computer_20241022"
width: int
height: int
display_num: int | None
_screenshot_delay = 2.0
_scaling_enabled = True
@property
def options(self) -> ComputerToolOptions:
width, height = self.scale_coordinates(
ScalingSource.COMPUTER, self.width, self.height
)
return {
"display_width_px": width,
"display_height_px": height,
"display_number": self.display_num,
}
def to_params(self) -> BetaToolComputerUse20241022Param:
return {"name": self.name, "type": self.api_type, **self.options}
def __init__(self):
super().__init__()
self.width = int(os.getenv("WIDTH") or 0)
self.height = int(os.getenv("HEIGHT") or 0)
assert self.width and self.height, "WIDTH, HEIGHT must be set"
if (display_num := os.getenv("DISPLAY_NUM")) is not None:
self.display_num = int(display_num)
self._display_prefix = f"DISPLAY=:{self.display_num} "
else:
self.display_num = None
self._display_prefix = ""
self.xdotool = f"{self._display_prefix}xdotool"
async def __call__(
self,
*,
action: Action,
text: str | None = None,
coordinate: tuple[int, int] | None = None,
**kwargs,
):
if action in ("mouse_move", "left_click_drag"):
if coordinate is None:
raise ToolError(f"coordinate is required for {action}")
if text is not None:
raise ToolError(f"text is not accepted for {action}")
if not isinstance(coordinate, list) or len(coordinate) != 2:
raise ToolError(f"{coordinate} must be a tuple of length 2")
if not all(isinstance(i, int) and i >= 0 for i in coordinate):
raise ToolError(f"{coordinate} must be a tuple of non-negative ints")
x, y = self.scale_coordinates(
ScalingSource.API, coordinate[0], coordinate[1]
)
if action == "mouse_move":
return await self.shell(f"cliclick m:{x},{y}")
elif action == "left_click_drag":
return await self.shell(f"cliclick dd:{x},{y}")
if action in ("key", "type"):
if text is None:
raise ToolError(f"text is required for {action}")
if coordinate is not None:
raise ToolError(f"coordinate is not accepted for {action}")
if not isinstance(text, str):
raise ToolError(output=f"{text} must be a string")
if action == "key":
return await self.shell(f"cliclick kp:{text.lower()}")
elif action == "type":
results: list[ToolResult] = []
for chunk in chunks(text, TYPING_GROUP_SIZE):
cmd = f"cliclick t:'{chunk}'"
results.append(await self.shell(cmd, take_screenshot=False))
screenshot_base64 = (await self.screenshot()).base64_image
return ToolResult(
output="".join(result.output or "" for result in results),
error="".join(result.error or "" for result in results),
base64_image=screenshot_base64,
)
if action in (
"left_click",
"right_click",
"double_click",
"middle_click",
"screenshot",
"cursor_position",
):
if text is not None:
raise ToolError(f"text is not accepted for {action}")
if coordinate is not None:
raise ToolError(f"coordinate is not accepted for {action}")
if action == "screenshot":
return await self.screenshot()
elif action == "cursor_position":
result = await self.shell(
f"cliclick p",
take_screenshot=False,
)
output = result.output or ""
x, y = self.scale_coordinates(
ScalingSource.COMPUTER,
int(output.split("X=")[1].split("\n")[0]),
int(output.split("Y=")[1].split("\n")[0]),
)
return result.replace(output=f"X={x},Y={y}")
else:
click_arg = {
"left_click": "c:.",
"right_click": "rc:.",
"middle_click": "tc:.",
"double_click": "dc:.",
}[action]
return await self.shell(f"cliclick {click_arg}")
raise ToolError(f"Invalid action: {action}")
async def screenshot(self):
"""Take a screenshot of the current screen and return the base64 encoded image."""
output_dir = Path(OUTPUT_DIR)
output_dir.mkdir(parents=True, exist_ok=True)
path = output_dir / f"screenshot_{uuid4().hex}.png"
screenshot_cmd = f"{self._display_prefix}screencapture {path}"
result = await self.shell(screenshot_cmd, take_screenshot=False)
if self._scaling_enabled:
x, y = self.scale_coordinates(
ScalingSource.COMPUTER, self.width, self.height
)
await self.shell(
f"convert {path} -resize {x}x{y}! {path}", take_screenshot=False
)
if path.exists():
return result.replace(
base64_image=base64.b64encode(path.read_bytes()).decode()
)
raise ToolError(f"Failed to take screenshot: {result.error}")
async def shell(self, command: str, take_screenshot=True) -> ToolResult:
"""Run a shell command and return the output, error, and optionally a screenshot."""
_, stdout, stderr = await run(command)
base64_image = None
if take_screenshot:
# delay to let things settle before taking a screenshot
await asyncio.sleep(self._screenshot_delay)
base64_image = (await self.screenshot()).base64_image
return ToolResult(output=stdout, error=stderr, base64_image=base64_image)
def scale_coordinates(self, source: ScalingSource, x: int, y: int):
"""Scale coordinates to a target maximum resolution."""
if not self._scaling_enabled:
return x, y
ratio = self.width / self.height
target_dimension = { "width": IMAGE_MAX_WIDTH, "height": IMAGE_MAX_WIDTH / ratio }
# should be less than 1
x_scaling_factor = target_dimension["width"] / self.width
y_scaling_factor = target_dimension["height"] / self.height
if source == ScalingSource.API:
if x > self.width or y > self.height:
raise ToolError(f"Coordinates {x}, {y} are out of bounds")
# scale up
return round(x / x_scaling_factor), round(y / y_scaling_factor)
# scale down
return round(x * x_scaling_factor), round(y * y_scaling_factor)
@wuesten-fuchs
Copy link

When trying to do
./setup.sh
I always get this error message:

Python version 3.13 detected. Python 3.12 or lower is required for setup to complete.
If you have multiple versions of Python installed, you can set the correct one by adjusting setup.sh to use a specific version, for example:
'python3 -m venv .venv' -> 'python3.12 -m venv .venv'

I already installed Python 3.12 separately (and confirmed it, I have 3.12.7 running) edited setup.sh to
python3.12 -m venv .venv

I still get the error message about version 3.13 being detected.
Any ideas?

@GitHubDiom
Copy link

@wuesten-fuchs try conda?

@rswaminathan
Copy link

When trying to do ./setup.sh I always get this error message:

Python version 3.13 detected. Python 3.12 or lower is required for setup to complete.
If you have multiple versions of Python installed, you can set the correct one by adjusting setup.sh to use a specific version, for example:
'python3 -m venv .venv' -> 'python3.12 -m venv .venv'

I already installed Python 3.12 separately (and confirmed it, I have 3.12.7 running) edited setup.sh to python3.12 -m venv .venv

I still get the error message about version 3.13 being detected. Any ideas?

Try source .venv/bin/activate before ./setup.sh

@wong2
Copy link
Author

wong2 commented Oct 24, 2024

@wuesten-fuchs Try to set 3.12 as the global Python version for your system. I'm using pyenv to achieve that.

@moo1o
Copy link

moo1o commented Oct 24, 2024

@wong2 hello The execution was successful. However, since the code is written based on Ubuntu, claude is trying to take a screenshot using the scrot package. Also, he is trying to use bash to install the scrot package. Does it work normally?

@wong2
Copy link
Author

wong2 commented Oct 24, 2024

@moo1o Did you forget to replace computer.py?

@moo1o
Copy link

moo1o commented Oct 24, 2024

Sorry, I changed it wrong.

@valdo404
Copy link

valdo404 commented Oct 24, 2024

@wong2 hello The execution was successful. However, since the code is written based on Ubuntu, claude is trying to take a screenshot using the scrot package. Also, he is trying to use bash to install the scrot package. Does it work normally?

Is the agent ultimately able to install the screen capture tool?
Because the system prompt usually says it is running on Linux.

@wong2
Copy link
Author

wong2 commented Oct 24, 2024

@valdo404 screencapture is a built-in command in macOS

@AnoyiX
Copy link

AnoyiX commented Oct 24, 2024

这是直接操作本地的 Mac 么?

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment