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CPU Upgrade
import gradio as gr | |
import os | |
import shutil | |
from e2b_desktop import Sandbox | |
from huggingface_hub import upload_folder | |
from smolagents.monitoring import LogLevel | |
from textwrap import dedent | |
from e2bqwen import QwenVLAPIModel, E2BVisionAgent | |
E2B_API_KEY = os.getenv("E2B_API_KEY") | |
SANDBOXES = {} | |
WIDTH = 1920 | |
HEIGHT = 1440 | |
TMP_DIR = './tmp/' | |
if not os.path.exists(TMP_DIR): | |
os.makedirs(TMP_DIR) | |
model = QwenVLAPIModel() | |
custom_css = """ | |
/* Your existing CSS */ | |
.sandbox-outer-wrapper { | |
display: flex; | |
justify-content: center; | |
width: 100%; | |
padding: 20px 0; | |
overflow: hidden; | |
} | |
.sandbox-container { | |
position: relative; | |
width: 800px; | |
height: 500px; | |
flex-shrink: 0; | |
overflow: hidden; | |
} | |
.sandbox-background { | |
position: absolute; | |
top: 0; | |
left: 0; | |
width: 100%; | |
height: 100%; | |
object-fit: cover; | |
} | |
.sandbox-iframe { | |
position: absolute; | |
top: 10%; | |
left: 25%; | |
width: 1928px; | |
height: 1448px; | |
border: 4px solid #444444; | |
transform-origin: 0 0; | |
transform: scale(0.207); | |
} | |
/* Status indicator light */ | |
.status-indicator { | |
position: absolute; | |
bottom: 25.5%; | |
left: 26.7%; | |
width: 15px; | |
height: 15px; | |
border-radius: 50%; | |
border: 2px solid black; | |
z-index: 100; | |
} | |
.status-text { | |
position: absolute; | |
bottom: 25.0%; | |
left: 28.6%; | |
font-size: 12px; | |
font-weight: bold; | |
color: black; | |
background-color: white; | |
padding: 0px 2px; | |
border-radius: 3px; | |
border: 2px solid black; | |
text-shadow: none; | |
z-index: 100; | |
} | |
.status-interactive { | |
background-color: #2ecc71; | |
animation: blink 2s infinite; | |
} | |
.status-view-only { | |
background-color: #e74c3c; | |
} | |
@keyframes blink { | |
0% { background-color: rgba(46, 204, 113, 1); } /* Green at full opacity */ | |
50% { background-color: rgba(46, 204, 113, 0.4); } /* Green at 40% opacity */ | |
100% { background-color: rgba(46, 204, 113, 1); } /* Green at full opacity */ | |
} | |
""" | |
html_template = """ | |
<div class="sandbox-outer-wrapper"> | |
<div class="sandbox-container"> | |
<img src="https://huggingface.co/datasets/lvwerra/admin/resolve/main/desktop_scaled.png" class="sandbox-background" /> | |
<div class="status-text">{status_text}</div> | |
<div class="status-indicator {status_class}"></div> | |
<iframe | |
src="{stream_url}" | |
class="sandbox-iframe" | |
allowfullscreen> | |
</iframe> | |
</div> | |
</div>""" | |
def upload_to_hf_and_remove(folder_path): | |
repo_id = "open-agents/os-agent-logs" | |
try: | |
folder_name = os.path.basename(os.path.normpath(folder_path)) | |
# Upload the folder to Huggingface | |
print(f"Uploading {folder_path} to {repo_id}/{folder_name}...") | |
url = upload_folder( | |
folder_path=folder_path, | |
repo_id=repo_id, | |
repo_type="dataset", | |
path_in_repo=folder_name, | |
ignore_patterns=[".git/*", ".gitignore"] | |
) | |
# Remove the local folder after successful upload | |
print(f"Upload complete. Removing local folder {folder_path}...") | |
shutil.rmtree(folder_path) | |
print("Local folder removed successfully.") | |
return url | |
except Exception as e: | |
print(f"Error during upload or cleanup: {str(e)}") | |
raise | |
def get_or_create_sandbox(session_hash): | |
if session_hash not in SANDBOXES: | |
print(f"Creating new sandbox for session {session_hash}") | |
desktop = Sandbox(api_key=E2B_API_KEY, resolution=(WIDTH, HEIGHT), dpi=96) | |
desktop.stream.start(require_auth=True) | |
SANDBOXES[session_hash] = desktop | |
return SANDBOXES[session_hash] | |
def update_html(interactive_mode, request: gr.Request): | |
desktop = get_or_create_sandbox(request.session_hash) | |
auth_key = desktop.stream.get_auth_key() | |
# Add view_only parameter based on interactive_mode | |
base_url = desktop.stream.get_url(auth_key=auth_key) | |
stream_url = base_url if interactive_mode else f"{base_url}&view_only=true" | |
# Set status indicator class and text | |
status_class = "status-interactive" if interactive_mode else "status-view-only" | |
status_text = "Interactive" if interactive_mode else "View Only" | |
html_content = html_template.format( | |
stream_url=stream_url, | |
status_class=status_class, | |
status_text=status_text | |
) | |
return html_content | |
def run_agent_task(task_input, interactive_mode, request: gr.Request): | |
session_hash = request.session_hash | |
desktop = get_or_create_sandbox(session_hash) | |
# Create data directory for this session | |
data_dir = os.path.join(TMP_DIR, session_hash) | |
if not os.path.exists(data_dir): | |
os.makedirs(data_dir) | |
# Create the agent | |
agent = E2BVisionAgent( | |
model=model, | |
data_dir=data_dir, | |
desktop=desktop, | |
max_steps=200, | |
verbosity_level=LogLevel.DEBUG, | |
planning_interval=5, | |
) | |
# Construct the full task with instructions | |
full_task = task_input + dedent(f""" | |
The desktop has a resolution of {WIDTH}x{HEIGHT}, take it into account to decide clicking coordinates. | |
When clicking an element, always make sure to click THE MIDDLE of that element! Else you risk to miss it. | |
Always analyze the latest screenshot carefully before performing actions. Make sure to: | |
1. Look at elements on the screen to determine what to click or interact with | |
2. Use precise coordinates for mouse movements and clicks | |
3. Wait for page loads or animations to complete using the wait() tool | |
4. Sometimes you may have missed a click, so never assume that you're on the right page, always make sure that your previous action worked In the screenshot you can see if the mouse is out of the clickable area. Pay special attention to this. | |
When you receive a task, break it down into step-by-step actions. On each step, look at the current screenshot to validate if previous steps worked and decide the next action. | |
We can only execute one action at a time. On each step, answer only a python blob with the action to perform | |
""") | |
try: | |
# Run the agent | |
result = agent.run(full_task) | |
interactive_mode = True | |
return f"Task completed: {result}", update_html(interactive_mode, request) | |
except Exception as e: | |
error_message = f"Error running agent: {str(e)}" | |
print(error_message) | |
interactive_mode = True | |
return error_message, update_html(interactive_mode, request) | |
finally: | |
upload_to_hf_and_remove(data_dir) | |
# Create a Gradio app with Blocks | |
with gr.Blocks(css=custom_css) as demo: | |
gr.HTML("""<h1 style="text-align: center">Personal Computer Assistant</h1>""") | |
# HTML output with simulated image and iframe | |
html_output = gr.HTML( | |
value=html_template.format( | |
stream_url="", | |
status_class="status-interactive", | |
status_text="Interactive" | |
), | |
label="Output" | |
) | |
# Text input for task | |
task_input = gr.Textbox( | |
value="Find picture of cute puppies", | |
label="Enter your command" | |
) | |
# Interactive mode checkbox | |
interactive_mode = gr.Checkbox( | |
value=False, | |
label="Interactive Mode" | |
) | |
# Results output | |
results_output = gr.Textbox( | |
label="Results", | |
interactive=False | |
) | |
# Update button | |
update_btn = gr.Button("Let's go!") | |
# Connect the components for displaying the sandbox | |
interactive_mode.change( | |
fn=update_html, | |
inputs=[interactive_mode], | |
outputs=[html_output] | |
) | |
# Connect the components for running the agent | |
update_btn.click( | |
fn=run_agent_task, | |
inputs=[task_input, interactive_mode], | |
outputs=[results_output] | |
) | |
# Load the sandbox on app start | |
demo.load(update_html, [interactive_mode], html_output) | |
# Launch the app | |
if __name__ == "__main__": | |
demo.launch() |