Update app.py
Browse files
app.py
CHANGED
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import
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import
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import
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import
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import
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import
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import
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)
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_global_browser = None
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try:
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#
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return (
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)
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if not enable_recording:
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save_recording_path = None
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# Ensure the recording directory exists if recording is enabled
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if save_recording_path:
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os.makedirs(save_recording_path, exist_ok=True)
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# Get the list of existing videos before the agent runs
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existing_videos = set()
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if save_recording_path:
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existing_videos = set(
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glob.glob(os.path.join(save_recording_path, "*.[mM][pP]4"))
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+ glob.glob(os.path.join(save_recording_path, "*.[wW][eE][bB][mM]"))
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)
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# Run the agent
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llm = utils.get_llm_model(
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provider=llm_provider,
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model_name=llm_model_name,
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temperature=llm_temperature,
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base_url=llm_base_url,
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api_key=llm_api_key,
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)
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if agent_type == "org":
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final_result, errors, model_actions, model_thoughts, trace_file, history_file = await run_org_agent(
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llm=llm,
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use_own_browser=use_own_browser,
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keep_browser_open=keep_browser_open,
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headless=headless,
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disable_security=disable_security,
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window_w=window_w,
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window_h=window_h,
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save_recording_path=save_recording_path,
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save_agent_history_path=save_agent_history_path,
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save_trace_path=save_trace_path,
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task=task,
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max_steps=max_steps,
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use_vision=use_vision,
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max_actions_per_step=max_actions_per_step,
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tool_call_in_content=tool_call_in_content
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)
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elif agent_type == "custom":
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final_result, errors, model_actions, model_thoughts, trace_file, history_file = await run_custom_agent(
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llm=llm,
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use_own_browser=use_own_browser,
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keep_browser_open=keep_browser_open,
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headless=headless,
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disable_security=disable_security,
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window_w=window_w,
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window_h=window_h,
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save_recording_path=save_recording_path,
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save_agent_history_path=save_agent_history_path,
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save_trace_path=save_trace_path,
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task=task,
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add_infos=add_infos,
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max_steps=max_steps,
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use_vision=use_vision,
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max_actions_per_step=max_actions_per_step,
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tool_call_in_content=tool_call_in_content
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)
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else:
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raise ValueError(f"Invalid agent type: {agent_type}")
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# Get the list of videos after the agent runs (if recording is enabled)
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latest_video = None
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if save_recording_path:
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new_videos = set(
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glob.glob(os.path.join(save_recording_path, "*.[mM][pP]4"))
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+ glob.glob(os.path.join(save_recording_path, "*.[wW][eE][bB][mM]"))
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)
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if new_videos - existing_videos:
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latest_video = list(new_videos - existing_videos)[0] # Get the first new video
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return (
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final_result,
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errors,
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model_actions,
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model_thoughts,
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latest_video,
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trace_file,
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history_file,
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gr.update(value="Stop", interactive=True), # Re-enable stop button
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gr.update(interactive=True) # Re-enable run button
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)
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except Exception as e:
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import traceback
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traceback.print_exc()
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errors = str(e) + "\n" + traceback.format_exc()
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return (
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'', # final_result
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errors, # errors
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'', # model_actions
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'', # model_thoughts
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None, # latest_video
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None, # history_file
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None, # trace_file
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gr.update(value="Stop", interactive=True), # Re-enable stop button
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gr.update(interactive=True) # Re-enable run button
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)
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async def run_org_agent(
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llm,
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use_own_browser,
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keep_browser_open,
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headless,
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disable_security,
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window_w,
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window_h,
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save_recording_path,
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save_agent_history_path,
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save_trace_path,
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task,
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max_steps,
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use_vision,
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max_actions_per_step,
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tool_call_in_content
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):
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try:
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global _global_browser, _global_browser_context, _global_agent_state
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# Clear any previous stop request
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_global_agent_state.clear_stop()
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if use_own_browser:
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chrome_path = os.getenv("CHROME_PATH", None)
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if chrome_path == "":
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chrome_path = None
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else:
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chrome_path = None
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if _global_browser is None:
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_global_browser = Browser(
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config=BrowserConfig(
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headless=headless,
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disable_security=disable_security,
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chrome_instance_path=chrome_path,
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extra_chromium_args=[f"--window-size={window_w},{window_h}"],
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)
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)
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if _global_browser_context is None:
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_global_browser_context = await _global_browser.new_context(
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config=BrowserContextConfig(
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trace_path=save_trace_path if save_trace_path else None,
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save_recording_path=save_recording_path if save_recording_path else None,
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no_viewport=False,
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browser_window_size=BrowserContextWindowSize(
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width=window_w, height=window_h
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),
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)
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)
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agent = Agent(
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task=task,
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llm=llm,
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use_vision=use_vision,
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browser=_global_browser,
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browser_context=_global_browser_context,
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max_actions_per_step=max_actions_per_step,
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tool_call_in_content=tool_call_in_content
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)
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history = await agent.run(max_steps=max_steps)
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history_file = os.path.join(save_agent_history_path, f"{agent.agent_id}.json")
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agent.save_history(history_file)
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final_result = history.final_result()
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errors = history.errors()
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model_actions = history.model_actions()
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model_thoughts = history.model_thoughts()
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trace_file = get_latest_files(save_trace_path)
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return final_result, errors, model_actions, model_thoughts, trace_file.get('.zip'), history_file
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except Exception as e:
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import traceback
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traceback.print_exc()
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errors = str(e) + "\n" + traceback.format_exc()
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return '', errors, '', '', None, None
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finally:
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# Handle cleanup based on persistence configuration
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if not keep_browser_open:
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if _global_browser_context:
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await _global_browser_context.close()
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_global_browser_context = None
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if _global_browser:
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await _global_browser.close()
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_global_browser = None
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async def run_custom_agent(
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llm,
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use_own_browser,
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keep_browser_open,
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headless,
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disable_security,
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window_w,
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window_h,
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save_recording_path,
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save_agent_history_path,
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save_trace_path,
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task,
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add_infos,
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max_steps,
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use_vision,
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max_actions_per_step,
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tool_call_in_content
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):
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try:
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global _global_browser, _global_browser_context, _global_agent_state
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# Clear any previous stop request
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_global_agent_state.clear_stop()
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if use_own_browser:
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chrome_path = os.getenv("CHROME_PATH", None)
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if chrome_path == "":
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chrome_path = None
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else:
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chrome_path = None
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controller = CustomController()
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# Initialize global browser if needed
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if _global_browser is None:
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_global_browser = CustomBrowser(
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config=BrowserConfig(
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headless=headless,
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disable_security=disable_security,
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chrome_instance_path=chrome_path,
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extra_chromium_args=[f"--window-size={window_w},{window_h}"],
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)
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)
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if _global_browser_context is None:
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_global_browser_context = await _global_browser.new_context(
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config=BrowserContextConfig(
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trace_path=save_trace_path if save_trace_path else None,
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save_recording_path=save_recording_path if save_recording_path else None,
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no_viewport=False,
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browser_window_size=BrowserContextWindowSize(
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width=window_w, height=window_h
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),
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)
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)
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# Create and run agent
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agent = CustomAgent(
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task=task,
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add_infos=add_infos,
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use_vision=use_vision,
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llm=llm,
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browser=_global_browser,
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browser_context=_global_browser_context,
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controller=controller,
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system_prompt_class=CustomSystemPrompt,
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max_actions_per_step=max_actions_per_step,
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tool_call_in_content=tool_call_in_content,
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agent_state=_global_agent_state
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)
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history = await agent.run(max_steps=max_steps)
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history_file = os.path.join(save_agent_history_path, f"{agent.agent_id}.json")
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agent.save_history(history_file)
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final_result = history.final_result()
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errors = history.errors()
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model_actions = history.model_actions()
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model_thoughts = history.model_thoughts()
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trace_file = get_latest_files(save_trace_path)
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return final_result, errors, model_actions, model_thoughts, trace_file.get('.zip'), history_file
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except Exception as e:
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import traceback
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traceback.print_exc()
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errors = str(e) + "\n" + traceback.format_exc()
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return '', errors, '', '', None, None
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finally:
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# Handle cleanup based on persistence configuration
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if not keep_browser_open:
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if _global_browser_context:
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await _global_browser_context.close()
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_global_browser_context = None
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if _global_browser:
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await _global_browser.close()
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_global_browser = None
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async def run_with_stream(
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agent_type,
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llm_provider,
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llm_model_name,
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llm_temperature,
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llm_base_url,
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llm_api_key,
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use_own_browser,
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keep_browser_open,
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headless,
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disable_security,
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window_w,
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window_h,
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save_recording_path,
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save_agent_history_path,
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save_trace_path,
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enable_recording,
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task,
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add_infos,
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max_steps,
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use_vision,
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max_actions_per_step,
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tool_call_in_content
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):
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global _global_agent_state
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stream_vw = 80
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stream_vh = int(80 * window_h // window_w)
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if not headless:
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result = await run_browser_agent(
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agent_type=agent_type,
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llm_provider=llm_provider,
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llm_model_name=llm_model_name,
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llm_temperature=llm_temperature,
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llm_base_url=llm_base_url,
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llm_api_key=llm_api_key,
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use_own_browser=use_own_browser,
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keep_browser_open=keep_browser_open,
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headless=headless,
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disable_security=disable_security,
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window_w=window_w,
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window_h=window_h,
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save_recording_path=save_recording_path,
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save_agent_history_path=save_agent_history_path,
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save_trace_path=save_trace_path,
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enable_recording=enable_recording,
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task=task,
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add_infos=add_infos,
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| 439 |
-
max_steps=max_steps,
|
| 440 |
-
use_vision=use_vision,
|
| 441 |
-
max_actions_per_step=max_actions_per_step,
|
| 442 |
-
tool_call_in_content=tool_call_in_content
|
| 443 |
-
)
|
| 444 |
-
# Add HTML content at the start of the result array
|
| 445 |
-
html_content = f"<h1 style='width:{stream_vw}vw; height:{stream_vh}vh'>Using browser...</h1>"
|
| 446 |
-
yield [html_content] + list(result)
|
| 447 |
-
else:
|
| 448 |
-
try:
|
| 449 |
-
_global_agent_state.clear_stop()
|
| 450 |
-
# Run the browser agent in the background
|
| 451 |
-
agent_task = asyncio.create_task(
|
| 452 |
-
run_browser_agent(
|
| 453 |
-
agent_type=agent_type,
|
| 454 |
-
llm_provider=llm_provider,
|
| 455 |
-
llm_model_name=llm_model_name,
|
| 456 |
-
llm_temperature=llm_temperature,
|
| 457 |
-
llm_base_url=llm_base_url,
|
| 458 |
-
llm_api_key=llm_api_key,
|
| 459 |
-
use_own_browser=use_own_browser,
|
| 460 |
-
keep_browser_open=keep_browser_open,
|
| 461 |
-
headless=headless,
|
| 462 |
-
disable_security=disable_security,
|
| 463 |
-
window_w=window_w,
|
| 464 |
-
window_h=window_h,
|
| 465 |
-
save_recording_path=save_recording_path,
|
| 466 |
-
save_agent_history_path=save_agent_history_path,
|
| 467 |
-
save_trace_path=save_trace_path,
|
| 468 |
-
enable_recording=enable_recording,
|
| 469 |
-
task=task,
|
| 470 |
-
add_infos=add_infos,
|
| 471 |
-
max_steps=max_steps,
|
| 472 |
-
use_vision=use_vision,
|
| 473 |
-
max_actions_per_step=max_actions_per_step,
|
| 474 |
-
tool_call_in_content=tool_call_in_content
|
| 475 |
-
)
|
| 476 |
-
)
|
| 477 |
-
|
| 478 |
-
# Initialize values for streaming
|
| 479 |
-
html_content = f"<h1 style='width:{stream_vw}vw; height:{stream_vh}vh'>Using browser...</h1>"
|
| 480 |
-
final_result = errors = model_actions = model_thoughts = ""
|
| 481 |
-
latest_videos = trace = history_file = None
|
| 482 |
-
|
| 483 |
-
|
| 484 |
-
# Periodically update the stream while the agent task is running
|
| 485 |
-
while not agent_task.done():
|
| 486 |
-
try:
|
| 487 |
-
encoded_screenshot = await capture_screenshot(_global_browser_context)
|
| 488 |
-
if encoded_screenshot is not None:
|
| 489 |
-
html_content = f'<img src="data:image/jpeg;base64,{encoded_screenshot}" style="width:{stream_vw}vw; height:{stream_vh}vh ; border:1px solid #ccc;">'
|
| 490 |
-
else:
|
| 491 |
-
html_content = f"<h1 style='width:{stream_vw}vw; height:{stream_vh}vh'>Waiting for browser session...</h1>"
|
| 492 |
-
except Exception as e:
|
| 493 |
-
html_content = f"<h1 style='width:{stream_vw}vw; height:{stream_vh}vh'>Waiting for browser session...</h1>"
|
| 494 |
-
|
| 495 |
-
if _global_agent_state and _global_agent_state.is_stop_requested():
|
| 496 |
-
yield [
|
| 497 |
-
html_content,
|
| 498 |
-
final_result,
|
| 499 |
-
errors,
|
| 500 |
-
model_actions,
|
| 501 |
-
model_thoughts,
|
| 502 |
-
latest_videos,
|
| 503 |
-
trace,
|
| 504 |
-
history_file,
|
| 505 |
-
gr.update(value="Stopping...", interactive=False), # stop_button
|
| 506 |
-
gr.update(interactive=False), # run_button
|
| 507 |
-
]
|
| 508 |
-
break
|
| 509 |
-
else:
|
| 510 |
-
yield [
|
| 511 |
-
html_content,
|
| 512 |
-
final_result,
|
| 513 |
-
errors,
|
| 514 |
-
model_actions,
|
| 515 |
-
model_thoughts,
|
| 516 |
-
latest_videos,
|
| 517 |
-
trace,
|
| 518 |
-
history_file,
|
| 519 |
-
gr.update(value="Stop", interactive=True), # Re-enable stop button
|
| 520 |
-
gr.update(interactive=True) # Re-enable run button
|
| 521 |
-
]
|
| 522 |
-
await asyncio.sleep(0.05)
|
| 523 |
-
|
| 524 |
-
# Once the agent task completes, get the results
|
| 525 |
-
try:
|
| 526 |
-
result = await agent_task
|
| 527 |
-
final_result, errors, model_actions, model_thoughts, latest_videos, trace, history_file, stop_button, run_button = result
|
| 528 |
-
except Exception as e:
|
| 529 |
-
errors = f"Agent error: {str(e)}"
|
| 530 |
-
|
| 531 |
-
yield [
|
| 532 |
-
html_content,
|
| 533 |
-
final_result,
|
| 534 |
-
errors,
|
| 535 |
-
model_actions,
|
| 536 |
-
model_thoughts,
|
| 537 |
-
latest_videos,
|
| 538 |
-
trace,
|
| 539 |
-
history_file,
|
| 540 |
-
stop_button,
|
| 541 |
-
run_button
|
| 542 |
-
]
|
| 543 |
-
|
| 544 |
-
except Exception as e:
|
| 545 |
-
import traceback
|
| 546 |
-
yield [
|
| 547 |
-
f"<h1 style='width:{stream_vw}vw; height:{stream_vh}vh'>Waiting for browser session...</h1>",
|
| 548 |
-
"",
|
| 549 |
-
f"Error: {str(e)}\n{traceback.format_exc()}",
|
| 550 |
-
"",
|
| 551 |
-
"",
|
| 552 |
-
None,
|
| 553 |
-
None,
|
| 554 |
-
None,
|
| 555 |
-
gr.update(value="Stop", interactive=True), # Re-enable stop button
|
| 556 |
-
gr.update(interactive=True) # Re-enable run button
|
| 557 |
-
]
|
| 558 |
-
|
| 559 |
-
# Define the theme map globally
|
| 560 |
-
theme_map = {
|
| 561 |
-
"Default": Default(),
|
| 562 |
-
"Soft": Soft(),
|
| 563 |
-
"Monochrome": Monochrome(),
|
| 564 |
-
"Glass": Glass(),
|
| 565 |
-
"Origin": Origin(),
|
| 566 |
-
"Citrus": Citrus(),
|
| 567 |
-
"Ocean": Ocean(),
|
| 568 |
-
"Base": Base()
|
| 569 |
-
}
|
| 570 |
-
|
| 571 |
-
async def close_global_browser():
|
| 572 |
-
global _global_browser, _global_browser_context
|
| 573 |
-
|
| 574 |
-
if _global_browser_context:
|
| 575 |
-
await _global_browser_context.close()
|
| 576 |
-
_global_browser_context = None
|
| 577 |
-
|
| 578 |
-
if _global_browser:
|
| 579 |
-
await _global_browser.close()
|
| 580 |
-
_global_browser = None
|
| 581 |
-
|
| 582 |
-
def create_ui(config, theme_name="Ocean"):
|
| 583 |
-
css = """
|
| 584 |
-
.gradio-container {
|
| 585 |
-
max-width: 1200px !important;
|
| 586 |
-
margin: auto !important;
|
| 587 |
-
padding-top: 20px !important;
|
| 588 |
-
}
|
| 589 |
-
.header-text {
|
| 590 |
-
text-align: center;
|
| 591 |
-
margin-bottom: 30px;
|
| 592 |
-
}
|
| 593 |
-
.theme-section {
|
| 594 |
-
margin-bottom: 20px;
|
| 595 |
-
padding: 15px;
|
| 596 |
-
border-radius: 10px;
|
| 597 |
-
}
|
| 598 |
-
"""
|
| 599 |
-
|
| 600 |
-
js = """
|
| 601 |
-
function refresh() {
|
| 602 |
-
const url = new URL(window.location);
|
| 603 |
-
if (url.searchParams.get('__theme') !== 'dark') {
|
| 604 |
-
url.searchParams.set('__theme', 'dark');
|
| 605 |
-
window.location.href = url.href;
|
| 606 |
-
}
|
| 607 |
-
}
|
| 608 |
-
"""
|
| 609 |
-
|
| 610 |
-
with gr.Blocks(
|
| 611 |
-
title="Browser Use WebUI", theme=theme_map[theme_name], css=css, js=js
|
| 612 |
-
) as demo:
|
| 613 |
-
with gr.Row():
|
| 614 |
-
gr.Markdown(
|
| 615 |
-
"""
|
| 616 |
-
# 🌐 Browser Use WebUI
|
| 617 |
-
### Control your browser with AI assistance
|
| 618 |
-
""",
|
| 619 |
-
elem_classes=["header-text"],
|
| 620 |
-
)
|
| 621 |
-
|
| 622 |
-
with gr.Tabs() as tabs:
|
| 623 |
-
with gr.TabItem("⚙️ Agent Settings", id=1):
|
| 624 |
-
with gr.Group():
|
| 625 |
-
agent_type = gr.Radio(
|
| 626 |
-
["org", "custom"],
|
| 627 |
-
label="Agent Type",
|
| 628 |
-
value=config['agent_type'],
|
| 629 |
-
info="Select the type of agent to use",
|
| 630 |
-
)
|
| 631 |
-
max_steps = gr.Slider(
|
| 632 |
-
minimum=1,
|
| 633 |
-
maximum=200,
|
| 634 |
-
value=config['max_steps'],
|
| 635 |
-
step=1,
|
| 636 |
-
label="Max Run Steps",
|
| 637 |
-
info="Maximum number of steps the agent will take",
|
| 638 |
-
)
|
| 639 |
-
max_actions_per_step = gr.Slider(
|
| 640 |
-
minimum=1,
|
| 641 |
-
maximum=20,
|
| 642 |
-
value=config['max_actions_per_step'],
|
| 643 |
-
step=1,
|
| 644 |
-
label="Max Actions per Step",
|
| 645 |
-
info="Maximum number of actions the agent will take per step",
|
| 646 |
-
)
|
| 647 |
-
use_vision = gr.Checkbox(
|
| 648 |
-
label="Use Vision",
|
| 649 |
-
value=config['use_vision'],
|
| 650 |
-
info="Enable visual processing capabilities",
|
| 651 |
-
)
|
| 652 |
-
tool_call_in_content = gr.Checkbox(
|
| 653 |
-
label="Use Tool Calls in Content",
|
| 654 |
-
value=config['tool_call_in_content'],
|
| 655 |
-
info="Enable Tool Calls in content",
|
| 656 |
-
)
|
| 657 |
-
|
| 658 |
-
with gr.TabItem("🔧 LLM Configuration", id=2):
|
| 659 |
-
with gr.Group():
|
| 660 |
-
llm_provider = gr.Dropdown(
|
| 661 |
-
choices=[provider for provider,model in utils.model_names.items()],
|
| 662 |
-
label="LLM Provider",
|
| 663 |
-
value=config['llm_provider'],
|
| 664 |
-
info="Select your preferred language model provider"
|
| 665 |
-
)
|
| 666 |
-
llm_model_name = gr.Dropdown(
|
| 667 |
-
label="Model Name",
|
| 668 |
-
choices=utils.model_names['openai'],
|
| 669 |
-
value=config['llm_model_name'],
|
| 670 |
-
interactive=True,
|
| 671 |
-
allow_custom_value=True, # Allow users to input custom model names
|
| 672 |
-
info="Select a model from the dropdown or type a custom model name"
|
| 673 |
-
)
|
| 674 |
-
llm_temperature = gr.Slider(
|
| 675 |
-
minimum=0.0,
|
| 676 |
-
maximum=2.0,
|
| 677 |
-
value=config['llm_temperature'],
|
| 678 |
-
step=0.1,
|
| 679 |
-
label="Temperature",
|
| 680 |
-
info="Controls randomness in model outputs"
|
| 681 |
-
)
|
| 682 |
-
with gr.Row():
|
| 683 |
-
llm_base_url = gr.Textbox(
|
| 684 |
-
label="Base URL",
|
| 685 |
-
value=config['llm_base_url'],
|
| 686 |
-
info="API endpoint URL (if required)"
|
| 687 |
-
)
|
| 688 |
-
llm_api_key = gr.Textbox(
|
| 689 |
-
label="API Key",
|
| 690 |
-
type="password",
|
| 691 |
-
value=config['llm_api_key'],
|
| 692 |
-
info="Your API key (leave blank to use .env)"
|
| 693 |
-
)
|
| 694 |
-
|
| 695 |
-
with gr.TabItem("🌐 Browser Settings", id=3):
|
| 696 |
-
with gr.Group():
|
| 697 |
-
with gr.Row():
|
| 698 |
-
use_own_browser = gr.Checkbox(
|
| 699 |
-
label="Use Own Browser",
|
| 700 |
-
value=config['use_own_browser'],
|
| 701 |
-
info="Use your existing browser instance",
|
| 702 |
-
)
|
| 703 |
-
keep_browser_open = gr.Checkbox(
|
| 704 |
-
label="Keep Browser Open",
|
| 705 |
-
value=config['keep_browser_open'],
|
| 706 |
-
info="Keep Browser Open between Tasks",
|
| 707 |
-
)
|
| 708 |
-
headless = gr.Checkbox(
|
| 709 |
-
label="Headless Mode",
|
| 710 |
-
value=config['headless'],
|
| 711 |
-
info="Run browser without GUI",
|
| 712 |
-
)
|
| 713 |
-
disable_security = gr.Checkbox(
|
| 714 |
-
label="Disable Security",
|
| 715 |
-
value=config['disable_security'],
|
| 716 |
-
info="Disable browser security features",
|
| 717 |
-
)
|
| 718 |
-
enable_recording = gr.Checkbox(
|
| 719 |
-
label="Enable Recording",
|
| 720 |
-
value=config['enable_recording'],
|
| 721 |
-
info="Enable saving browser recordings",
|
| 722 |
-
)
|
| 723 |
-
|
| 724 |
-
with gr.Row():
|
| 725 |
-
window_w = gr.Number(
|
| 726 |
-
label="Window Width",
|
| 727 |
-
value=config['window_w'],
|
| 728 |
-
info="Browser window width",
|
| 729 |
-
)
|
| 730 |
-
window_h = gr.Number(
|
| 731 |
-
label="Window Height",
|
| 732 |
-
value=config['window_h'],
|
| 733 |
-
info="Browser window height",
|
| 734 |
-
)
|
| 735 |
-
|
| 736 |
-
save_recording_path = gr.Textbox(
|
| 737 |
-
label="Recording Path",
|
| 738 |
-
placeholder="e.g. ./tmp/record_videos",
|
| 739 |
-
value=config['save_recording_path'],
|
| 740 |
-
info="Path to save browser recordings",
|
| 741 |
-
interactive=True, # Allow editing only if recording is enabled
|
| 742 |
-
)
|
| 743 |
-
|
| 744 |
-
save_trace_path = gr.Textbox(
|
| 745 |
-
label="Trace Path",
|
| 746 |
-
placeholder="e.g. ./tmp/traces",
|
| 747 |
-
value=config['save_trace_path'],
|
| 748 |
-
info="Path to save Agent traces",
|
| 749 |
-
interactive=True,
|
| 750 |
-
)
|
| 751 |
-
|
| 752 |
-
save_agent_history_path = gr.Textbox(
|
| 753 |
-
label="Agent History Save Path",
|
| 754 |
-
placeholder="e.g., ./tmp/agent_history",
|
| 755 |
-
value=config['save_agent_history_path'],
|
| 756 |
-
info="Specify the directory where agent history should be saved.",
|
| 757 |
-
interactive=True,
|
| 758 |
-
)
|
| 759 |
-
|
| 760 |
-
with gr.TabItem("🤖 Run Agent", id=4):
|
| 761 |
-
task = gr.Textbox(
|
| 762 |
-
label="Task Description",
|
| 763 |
-
lines=4,
|
| 764 |
-
placeholder="Enter your task here...",
|
| 765 |
-
value=config['task'],
|
| 766 |
-
info="Describe what you want the agent to do",
|
| 767 |
-
)
|
| 768 |
-
add_infos = gr.Textbox(
|
| 769 |
-
label="Additional Information",
|
| 770 |
-
lines=3,
|
| 771 |
-
placeholder="Add any helpful context or instructions...",
|
| 772 |
-
info="Optional hints to help the LLM complete the task",
|
| 773 |
-
)
|
| 774 |
-
|
| 775 |
-
with gr.Row():
|
| 776 |
-
run_button = gr.Button("▶️ Run Agent", variant="primary", scale=2)
|
| 777 |
-
stop_button = gr.Button("⏹️ Stop", variant="stop", scale=1)
|
| 778 |
-
|
| 779 |
-
with gr.Row():
|
| 780 |
-
browser_view = gr.HTML(
|
| 781 |
-
value="<h1 style='width:80vw; height:50vh'>Waiting for browser session...</h1>",
|
| 782 |
-
label="Live Browser View",
|
| 783 |
-
)
|
| 784 |
-
|
| 785 |
-
with gr.TabItem("📁 Configuration", id=5):
|
| 786 |
-
with gr.Group():
|
| 787 |
-
config_file_input = gr.File(
|
| 788 |
-
label="Load Config File",
|
| 789 |
-
file_types=[".pkl"],
|
| 790 |
-
interactive=True
|
| 791 |
-
)
|
| 792 |
-
|
| 793 |
-
load_config_button = gr.Button("Load Existing Config From File", variant="primary")
|
| 794 |
-
save_config_button = gr.Button("Save Current Config", variant="primary")
|
| 795 |
-
|
| 796 |
-
config_status = gr.Textbox(
|
| 797 |
-
label="Status",
|
| 798 |
-
lines=2,
|
| 799 |
-
interactive=False
|
| 800 |
-
)
|
| 801 |
-
|
| 802 |
-
load_config_button.click(
|
| 803 |
-
fn=update_ui_from_config,
|
| 804 |
-
inputs=[config_file_input],
|
| 805 |
-
outputs=[
|
| 806 |
-
agent_type, max_steps, max_actions_per_step, use_vision, tool_call_in_content,
|
| 807 |
-
llm_provider, llm_model_name, llm_temperature, llm_base_url, llm_api_key,
|
| 808 |
-
use_own_browser, keep_browser_open, headless, disable_security, enable_recording,
|
| 809 |
-
window_w, window_h, save_recording_path, save_trace_path, save_agent_history_path,
|
| 810 |
-
task, config_status
|
| 811 |
-
]
|
| 812 |
-
)
|
| 813 |
-
|
| 814 |
-
save_config_button.click(
|
| 815 |
-
fn=save_current_config,
|
| 816 |
-
inputs=[
|
| 817 |
-
agent_type, max_steps, max_actions_per_step, use_vision, tool_call_in_content,
|
| 818 |
-
llm_provider, llm_model_name, llm_temperature, llm_base_url, llm_api_key,
|
| 819 |
-
use_own_browser, keep_browser_open, headless, disable_security,
|
| 820 |
-
enable_recording, window_w, window_h, save_recording_path, save_trace_path,
|
| 821 |
-
save_agent_history_path, task,
|
| 822 |
-
],
|
| 823 |
-
outputs=[config_status]
|
| 824 |
-
)
|
| 825 |
-
|
| 826 |
-
with gr.TabItem("📊 Results", id=6):
|
| 827 |
-
with gr.Group():
|
| 828 |
-
|
| 829 |
-
recording_display = gr.Video(label="Latest Recording")
|
| 830 |
-
|
| 831 |
-
gr.Markdown("### Results")
|
| 832 |
-
with gr.Row():
|
| 833 |
-
with gr.Column():
|
| 834 |
-
final_result_output = gr.Textbox(
|
| 835 |
-
label="Final Result", lines=3, show_label=True
|
| 836 |
-
)
|
| 837 |
-
with gr.Column():
|
| 838 |
-
errors_output = gr.Textbox(
|
| 839 |
-
label="Errors", lines=3, show_label=True
|
| 840 |
-
)
|
| 841 |
-
with gr.Row():
|
| 842 |
-
with gr.Column():
|
| 843 |
-
model_actions_output = gr.Textbox(
|
| 844 |
-
label="Model Actions", lines=3, show_label=True
|
| 845 |
-
)
|
| 846 |
-
with gr.Column():
|
| 847 |
-
model_thoughts_output = gr.Textbox(
|
| 848 |
-
label="Model Thoughts", lines=3, show_label=True
|
| 849 |
-
)
|
| 850 |
-
|
| 851 |
-
trace_file = gr.File(label="Trace File")
|
| 852 |
-
|
| 853 |
-
agent_history_file = gr.File(label="Agent History")
|
| 854 |
-
|
| 855 |
-
# Bind the stop button click event after errors_output is defined
|
| 856 |
-
stop_button.click(
|
| 857 |
-
fn=stop_agent,
|
| 858 |
-
inputs=[],
|
| 859 |
-
outputs=[errors_output, stop_button, run_button],
|
| 860 |
-
)
|
| 861 |
-
|
| 862 |
-
# Run button click handler
|
| 863 |
-
run_button.click(
|
| 864 |
-
fn=run_with_stream,
|
| 865 |
-
inputs=[
|
| 866 |
-
agent_type, llm_provider, llm_model_name, llm_temperature, llm_base_url, llm_api_key,
|
| 867 |
-
use_own_browser, keep_browser_open, headless, disable_security, window_w, window_h,
|
| 868 |
-
save_recording_path, save_agent_history_path, save_trace_path, # Include the new path
|
| 869 |
-
enable_recording, task, add_infos, max_steps, use_vision, max_actions_per_step, tool_call_in_content
|
| 870 |
-
],
|
| 871 |
-
outputs=[
|
| 872 |
-
browser_view, # Browser view
|
| 873 |
-
final_result_output, # Final result
|
| 874 |
-
errors_output, # Errors
|
| 875 |
-
model_actions_output, # Model actions
|
| 876 |
-
model_thoughts_output, # Model thoughts
|
| 877 |
-
recording_display, # Latest recording
|
| 878 |
-
trace_file, # Trace file
|
| 879 |
-
agent_history_file, # Agent history file
|
| 880 |
-
stop_button, # Stop button
|
| 881 |
-
run_button # Run button
|
| 882 |
-
],
|
| 883 |
-
)
|
| 884 |
-
|
| 885 |
-
with gr.TabItem("🎥 Recordings", id=7):
|
| 886 |
-
def list_recordings(save_recording_path):
|
| 887 |
-
if not os.path.exists(save_recording_path):
|
| 888 |
-
return []
|
| 889 |
-
|
| 890 |
-
# Get all video files
|
| 891 |
-
recordings = glob.glob(os.path.join(save_recording_path, "*.[mM][pP]4")) + glob.glob(os.path.join(save_recording_path, "*.[wW][eE][bB][mM]"))
|
| 892 |
-
|
| 893 |
-
# Sort recordings by creation time (oldest first)
|
| 894 |
-
recordings.sort(key=os.path.getctime)
|
| 895 |
-
|
| 896 |
-
# Add numbering to the recordings
|
| 897 |
-
numbered_recordings = []
|
| 898 |
-
for idx, recording in enumerate(recordings, start=1):
|
| 899 |
-
filename = os.path.basename(recording)
|
| 900 |
-
numbered_recordings.append((recording, f"{idx}. {filename}"))
|
| 901 |
-
|
| 902 |
-
return numbered_recordings
|
| 903 |
-
|
| 904 |
-
recordings_gallery = gr.Gallery(
|
| 905 |
-
label="Recordings",
|
| 906 |
-
value=list_recordings(config['save_recording_path']),
|
| 907 |
-
columns=3,
|
| 908 |
-
height="auto",
|
| 909 |
-
object_fit="contain"
|
| 910 |
-
)
|
| 911 |
-
|
| 912 |
-
refresh_button = gr.Button("🔄 Refresh Recordings", variant="secondary")
|
| 913 |
-
refresh_button.click(
|
| 914 |
-
fn=list_recordings,
|
| 915 |
-
inputs=save_recording_path,
|
| 916 |
-
outputs=recordings_gallery
|
| 917 |
-
)
|
| 918 |
-
|
| 919 |
-
# Attach the callback to the LLM provider dropdown
|
| 920 |
-
llm_provider.change(
|
| 921 |
-
lambda provider, api_key, base_url: update_model_dropdown(provider, api_key, base_url),
|
| 922 |
-
inputs=[llm_provider, llm_api_key, llm_base_url],
|
| 923 |
-
outputs=llm_model_name
|
| 924 |
-
)
|
| 925 |
-
|
| 926 |
-
# Add this after defining the components
|
| 927 |
-
enable_recording.change(
|
| 928 |
-
lambda enabled: gr.update(interactive=enabled),
|
| 929 |
-
inputs=enable_recording,
|
| 930 |
-
outputs=save_recording_path
|
| 931 |
-
)
|
| 932 |
-
|
| 933 |
-
use_own_browser.change(fn=close_global_browser)
|
| 934 |
-
keep_browser_open.change(fn=close_global_browser)
|
| 935 |
-
|
| 936 |
-
return demo
|
| 937 |
-
|
| 938 |
-
def main():
|
| 939 |
-
parser = argparse.ArgumentParser(description="Gradio UI for Browser Agent")
|
| 940 |
-
parser.add_argument("--ip", type=str, default="127.0.0.1", help="IP address to bind to")
|
| 941 |
-
parser.add_argument("--port", type=int, default=7788, help="Port to listen on")
|
| 942 |
-
parser.add_argument("--theme", type=str, default="Ocean", choices=theme_map.keys(), help="Theme to use for the UI")
|
| 943 |
-
parser.add_argument("--dark-mode", action="store_true", help="Enable dark mode")
|
| 944 |
-
args = parser.parse_args()
|
| 945 |
-
|
| 946 |
-
config_dict = default_config()
|
| 947 |
-
|
| 948 |
-
demo = create_ui(config_dict, theme_name=args.theme)
|
| 949 |
-
demo.launch(server_name=args.ip, server_port=args.port)
|
| 950 |
-
|
| 951 |
-
if __name__ == '__main__':
|
| 952 |
-
main()
|
|
|
|
| 1 |
+
import os
|
| 2 |
+
import glob
|
| 3 |
+
import asyncio
|
| 4 |
+
import argparse
|
| 5 |
+
import logging
|
| 6 |
+
from selenium import webdriver
|
| 7 |
+
from selenium.webdriver.chrome.service import Service
|
| 8 |
+
from selenium.webdriver.common.by import By
|
| 9 |
+
from selenium.webdriver.chrome.options import Options
|
| 10 |
+
from webdriver_manager.chrome import ChromeDriverManager
|
| 11 |
+
import gradio as gr
|
| 12 |
+
|
| 13 |
+
# Logger setup
|
| 14 |
+
logger = logging.getLogger(__name__)
|
| 15 |
+
|
| 16 |
+
# Global variables for browser persistence
|
| 17 |
+
_global_browser = None
|
| 18 |
+
|
| 19 |
+
def setup_browser(headless=True, window_size=(1280, 720)):
|
| 20 |
+
"""Initialize a Selenium browser instance."""
|
| 21 |
+
global _global_browser
|
| 22 |
+
|
| 23 |
+
chrome_options = Options()
|
| 24 |
+
if headless:
|
| 25 |
+
chrome_options.add_argument("--headless")
|
| 26 |
+
chrome_options.add_argument(f"--window-size={window_size[0]},{window_size[1]}")
|
| 27 |
+
|
| 28 |
+
service = Service(ChromeDriverManager().install())
|
| 29 |
+
_global_browser = webdriver.Chrome(service=service, options=chrome_options)
|
| 30 |
+
|
| 31 |
+
return _global_browser
|
| 32 |
+
|
| 33 |
+
|
| 34 |
+
def close_browser():
|
| 35 |
+
"""Close the Selenium browser instance."""
|
| 36 |
+
global _global_browser
|
| 37 |
+
if _global_browser:
|
| 38 |
+
_global_browser.quit()
|
| 39 |
+
_global_browser = None
|
| 40 |
+
|
| 41 |
+
|
| 42 |
+
async def run_agent(task_description, headless=True, window_size=(1280, 720)):
|
| 43 |
+
"""Run a Selenium-based agent."""
|
| 44 |
+
global _global_browser
|
| 45 |
+
|
| 46 |
+
if not _global_browser:
|
| 47 |
+
setup_browser(headless=headless, window_size=window_size)
|
| 48 |
+
|
| 49 |
+
try:
|
| 50 |
+
logger.info(f"Executing task: {task_description}")
|
| 51 |
+
_global_browser.get("https://example.com") # Replace with your target URL
|
| 52 |
+
|
| 53 |
+
# Simulate some task
|
| 54 |
+
result = f"Task executed successfully on {task_description}"
|
| 55 |
+
return result, None # Return result and errors
|
| 56 |
+
except Exception as e:
|
| 57 |
+
logger.error(f"Error while running agent: {e}")
|
| 58 |
+
return None, str(e) # Return None result and error message
|
| 59 |
+
|
| 60 |
+
|
| 61 |
+
def create_ui():
|
| 62 |
+
"""Create the Gradio UI."""
|
| 63 |
+
with gr.Blocks() as demo:
|
| 64 |
+
gr.Markdown("# Selenium-based Browser Automation")
|
| 65 |
+
|
| 66 |
+
task_input = gr.Textbox(
|
| 67 |
+
label="Task Description",
|
| 68 |
+
placeholder="Describe the task you want to execute...",
|
| 69 |
+
)
|
| 70 |
+
|
| 71 |
+
headless_mode = gr.Checkbox(
|
| 72 |
+
label="Run in Headless Mode", value=True, interactive=True
|
| 73 |
+
)
|
| 74 |
+
|
| 75 |
+
run_button = gr.Button("Run Task")
|
| 76 |
+
output_result = gr.Textbox(label="Result")
|
| 77 |
+
output_error = gr.Textbox(label="Error")
|
| 78 |
+
|
| 79 |
+
run_button.click(
|
| 80 |
+
run_agent,
|
| 81 |
+
inputs=[task_input, headless_mode],
|
| 82 |
+
outputs=[output_result, output_error],
|
| 83 |
+
)
|
| 84 |
+
|
| 85 |
+
return demo
|
| 86 |
+
|
| 87 |
+
|
| 88 |
+
def main():
|
| 89 |
+
parser = argparse.ArgumentParser(description="Gradio UI for Selenium Automation")
|
| 90 |
+
parser.add_argument("--ip", type=str, default="127.0.0.1", help="IP address to bind to")
|
| 91 |
+
parser.add_argument("--port", type=int, default=7860, help="Port to listen on")
|
| 92 |
+
args = parser.parse_args()
|
| 93 |
+
|
| 94 |
+
demo = create_ui()
|
| 95 |
+
demo.launch(server_name=args.ip, server_port=args.port)
|
| 96 |
+
|
| 97 |
+
|
| 98 |
+
if __name__ == "__main__":
|
| 99 |
+
main()
|
| 100 |
+
|
|
|
|
|
|
|
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