Files
research_and_development/main.py
T

359 lines
12 KiB
Python

import sys
import httpx
import json
import base64
import pyautogui
import subprocess
from io import BytesIO
from PIL import Image
import quartz_doubleclick
ANTHROPIC_API_URL = "https://api.anthropic.com/v1/messages"
MODEL = "claude-3-7-sonnet-20250219"
BETA_FLAG = "computer-use-2025-01-24"
TOOL_VERSION = "20250124"
pyautogui.PAUSE = 0.1
SCALING_FACTOR = 1.25
HEADERS = {
"content-type": "application/json",
"anthropic-version": "2023-06-01",
"anthropic-beta": BETA_FLAG
}
def send_request (headers, body):
with httpx.Client(timeout=60.0) as client:
try:
response = client.post(ANTHROPIC_API_URL, headers=headers, json=body)
response.raise_for_status()
return response.json()
except httpx.HTTPStatusError as e:
print(f"[ERROR] HTTP {e.response.status_code} - {e.response.reason_phrase}")
try:
print("[DETAIL] Response JSON:")
print(json.dumps(e.response.json(), indent=2))
except Exception:
print("[DETAIL] Raw Response Text:")
print(e.response.text)
sys.exit(1)
def execute_computer_tool(tool_input):
"""Execute computer tool actions like screenshot, click, type, etc."""
action = tool_input.get("action")
if action == "screenshot":
# Take a screenshot
screenshot = pyautogui.screenshot()
# Convert to base64
buffered = BytesIO()
screenshot.save(buffered, format="PNG")
MAX_BINARY_SIZE = 5242880 * 3 // 4
img_data = None
if buffered.tell() > MAX_BINARY_SIZE:
# Reset buffer
buffered.seek(0)
screenshot = Image.open(buffered)
# Resize to 80% repeatedly until under 5MB
while True:
buffered = BytesIO()
new_size = (int(screenshot.width * 0.8), int(screenshot.height * 0.8))
print('new size:', new_size)
screenshot = screenshot.resize(new_size, Image.Resampling.LANCZOS)
screenshot.save(buffered, format="PNG", optimize=True)
buffered.seek(0)
img_data = buffered.read()
if len(img_data) <= MAX_BINARY_SIZE:
break
buffered.seek(0)
screenshot = Image.open(buffered)
else:
img_data = buffered.getvalue()
# Convert to base64
img_base64 = base64.b64encode(img_data).decode('utf-8')
return {
"type": "image",
"source": {
"type": "base64",
"media_type": "image/png",
"data": img_base64
}
}
elif action == "left_click":
# Get coordinates
x = tool_input.get("coordinate")[0] * SCALING_FACTOR
y = tool_input.get("coordinate")[1] * SCALING_FACTOR
if x is None or y is None:
return {"type": "text", "text": "Error: Missing coordinates for click action"}
# Perform click
pyautogui.click(x, y)
return {"type": "text", "text": f"Clicked at coordinates ({x}, {y})"}
elif action == "double_click":
# Get coordinates
x = tool_input.get("coordinate")[0] * SCALING_FACTOR
y = tool_input.get("coordinate")[1] * SCALING_FACTOR
if x is None or y is None:
return {"type": "text", "text": "Error: Missing coordinates for double click action"}
# Perform double click
# pyautogui.doubleClick(x, y, interval=0.2) this doesn't work
quartz_doubleclick.double_click(x, y)
return {"type": "text", "text": f"Double-clicked at coordinates ({x}, {y})"}
elif action == "type":
# Get text to type
text = tool_input.get("text", "")
pyautogui.typewrite(text)
return {"type": "text", "text": f"Typed: {text}"}
elif action == "key":
# Press a key or key combination
text = tool_input.get("text", "")
try:
if '+' in text:
# Handle key combinations like "command+c"
keys = text.replace('super', 'command').split('+')
pyautogui.hotkey(*keys, interval=0.05) # interval is required
else:
pyautogui.press(text)
return {"type": "text", "text": f"Pressed key: {text}"}
except Exception as e:
return {"type": "text", "text": f"Error pressing key {text}: {str(e)}"}
elif action == "scroll":
# Scroll action (should we really have defaults here?)
direction = tool_input.get("scroll_direction", "down")
amount = tool_input.get("scroll_amount", 3)
scroll_amount = -amount if direction == "down" else amount
pyautogui.scroll(scroll_amount)
return {"type": "text", "text": f"Scrolled {direction} by {amount}"}
else:
return {"type": "text", "text": f"Unknown computer action: {action}"}
def execute_bash_tool(command):
"""Execute bash commands safely."""
try:
# Execute the command
result = subprocess.run(
command,
shell=True,
capture_output=True,
text=True,
timeout=30 # 30 second timeout
)
output = result.stdout
if result.stderr:
output += f"\n[STDERR]: {result.stderr}"
return {"type": "text", "text": output if output else "(Command executed successfully with no output)"}
except subprocess.TimeoutExpired:
return {"type": "text", "text": "Error: Command timed out after 30 seconds"}
except Exception as e:
return {"type": "text", "text": f"Error executing command: {str(e)}"}
def execute_text_editor_tool(_command, _path, **kwargs):
"""Execute text editor actions."""
if _command == "view":
try:
with open(_path, 'r') as f:
content = f.read()
return {"type": "text", "text": content}
except Exception as e:
return {"type": "text", "text": f"Error reading file: {str(e)}"}
elif _command == "str_replace":
old_str = kwargs.get("old_str", "")
new_str = kwargs.get("new_str", "")
try:
with open(_path, 'r') as f:
content = f.read()
if old_str not in content:
return {"type": "text", "text": f"Error: '{old_str}' not found in file"}
# Replace the string
new_content = content.replace(old_str, new_str)
# Write back to file
with open(_path, 'w') as f:
f.write(new_content)
return {"type": "text", "text": "String replaced successfully"}
except Exception as e:
return {"type": "text", "text": f"Error modifying file: {str(e)}"}
elif _command == "create":
content = kwargs.get("content", "")
try:
with open(_path, 'w') as f:
f.write(content)
return {"type": "text", "text": f"File created: {_path}"}
except Exception as e:
return {"type": "text", "text": f"Error creating file: {str(e)}"}
else:
return {"type": "text", "text": f"Unknown text editor command: {_command}"}
def execute_tool(tool_name, tool_input):
"""Main function to execute any tool based on its name and input."""
print(f"\n[EXECUTING] Tool: {tool_name}")
print(f"[INPUT] {json.dumps(tool_input, indent=2)}")
if tool_name == "computer":
# Pass the entire tool_input to execute_computer_tool
return execute_computer_tool(tool_input)
elif tool_name == "bash":
command = tool_input.get("command", "")
return execute_bash_tool(command)
elif tool_name == "str_replace_editor":
command = tool_input.get("command")
path = tool_input.get("path", "")
return execute_text_editor_tool(command, path, **tool_input)
else:
return {"type": "text", "text": f"Unknown tool: {tool_name}"}
def send_prompt(api_key, messages):
headers = HEADERS.copy()
headers["x-api-key"] = api_key
body = {
"model": MODEL,
"max_tokens": 2048,
"tools": [
{
"type": f"computer_{TOOL_VERSION}",
"name": "computer",
"display_width_px": 2880,
"display_height_px": 1864,
"display_number": 1
},
{
"type": f"bash_{TOOL_VERSION}",
"name": "bash"
},
{
"type": f"text_editor_{TOOL_VERSION}",
"name": "str_replace_editor"
}
],
"messages": messages,
"thinking": {
"type": "enabled",
"budget_tokens": 1024
}
}
return send_request(headers, body)
def extract_tool_uses(response):
"""Extract all tool use requests from the response."""
tool_uses = []
for block in response.get("content", []):
if block.get("type") == "tool_use":
tool_uses.append(block)
return tool_uses
def run():
messages = []
if len(sys.argv) < 3:
print("Usage: python claude_computer_use_cli.py <api_key> '<your_prompt>'")
return
api_key = sys.argv[1]
prompt = sys.argv[2]
messages.append({
"role": "user",
"content": prompt
})
print(f"Sending prompt: {prompt}")
# Main conversation loop
while True:
response = send_prompt(api_key, messages)
# Add Claude's response to messages
messages.append({
'role': 'assistant',
'content': response.get('content', []),
})
# Print Claude's response
print("\n[CLAUDE RESPONSE]")
for block in response.get("content", []):
if block["type"] == "text":
print(block["text"])
elif block["type"] == "thinking":
print(f"[THINKING] {block['thinking']}")
elif block["type"] == "tool_use":
print(f"[TOOL REQUEST] {block['name']} - {block.get('input', {})}")
# Extract all tool uses
tool_uses = extract_tool_uses(response)
if not tool_uses:
# No more tool uses, we're done
break
# Execute all requested tools and collect results
tool_results = []
for tool_use in tool_uses:
tool_name = tool_use["name"]
tool_input = tool_use.get("input", {})
tool_id = tool_use["id"]
# Execute the tool
result_content = execute_tool(tool_name, tool_input)
print('[TOOL RESULT]')
for key in result_content:
if key == "source":
print(f"{key}: {len(result_content[key])} chars long")
else:
print(f"{key}: {result_content[key]}")
# Add to results
tool_results.append({
"type": "tool_result",
"tool_use_id": tool_id,
"content": [result_content] if isinstance(result_content, dict) else result_content
})
# Add all tool results as a user message
messages.append({
"role": "user",
"content": tool_results
})
print("\n[TOOL RESULTS SENT BACK TO CLAUDE]")
print("\n[CONVERSATION COMPLETE]")
if __name__ == "__main__":
run()