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Update web_ui.py
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web_ui.py
CHANGED
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@@ -11,18 +11,16 @@ from qwen_agent.llm.schema import CONTENT, FILE, IMAGE, NAME, ROLE, USER, Messag
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from qwen_agent.log import logger
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from qwen_agent.utils.utils import print_traceback
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class WebUI:
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"""A
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def __init__(self, agent: Union[Agent, MultiAgentHub, List[Agent]], chatbot_config: Optional[dict] = None):
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"""
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Args:
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agent: The agent or a list of agents
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chatbot_config: The chatbot configuration.
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Set the configuration as {'user.name': '', 'user.avatar': '', 'agent.avatar': '', 'input.placeholder': '', 'prompt.suggestions': []}.
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"""
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chatbot_config = chatbot_config or {}
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@@ -36,7 +34,7 @@ class WebUI:
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self.agent_list = [agent]
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self.agent_hub = None
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user_name = chatbot_config.get('user.name', '
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self.user_config = {
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'name': user_name,
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'avatar': chatbot_config.get(
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@@ -49,21 +47,24 @@ class WebUI:
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'name': agent.name,
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'avatar': chatbot_config.get(
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'agent.avatar',
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-
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),
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'description': agent.description or "I'm
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} for agent in self.agent_list]
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self.input_placeholder = chatbot_config.get('input.placeholder',
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self.prompt_suggestions = chatbot_config.get('prompt.suggestions', [])
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self.verbose = chatbot_config.get('verbose', False)
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def run(self,
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messages: List[Message] = None,
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@@ -73,6 +74,11 @@ class WebUI:
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concurrency_limit: int = 80,
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enable_mention: bool = False,
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**kwargs):
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self.run_kwargs = kwargs
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from qwen_agent.gui.gradio import gr, mgr
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@@ -82,287 +88,122 @@ class WebUI:
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radius_size=gr.themes.utils.sizes.radius_none,
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)
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with gr.Blocks(
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css=os.path.join(os.path.dirname(__file__), 'assets/appBot.css'),
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theme=customTheme,
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) as demo:
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history = gr.State([])
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with gr.Row(elem_classes='container'):
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with gr.Column(scale=4):
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chatbot = mgr.Chatbot(
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'right': '\\)',
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'display': True
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}, {
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'left': '\\begin{equation}',
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'right': '\\end{equation}',
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'display': True
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}, {
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'left': '\\begin{align}',
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'right': '\\end{align}',
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'display': True
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}, {
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'left': '\\begin{alignat}',
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'right': '\\end{alignat}',
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'display': True
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}, {
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'left': '\\begin{gather}',
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'right': '\\end{gather}',
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'display': True
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}, {
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'left': '\\begin{CD}',
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'right': '\\end{CD}',
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'display': True
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}, {
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'left': '\\[',
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'right': '\\]',
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'display': True
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}])
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input = mgr.MultimodalInput(placeholder=self.input_placeholder, upload_button_props=dict(visible=False))
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with gr.Column(scale=1):
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if len(self.agent_list) > 1:
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agent_selector = gr.Dropdown(
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[(agent.name, i) for i, agent in enumerate(self.agent_list)],
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label='
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info='
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value=0,
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interactive=True,
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)
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agent_info_block = self._create_agent_info_block()
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# agent_plugins_block = self._create_agent_plugins_block()
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if self.prompt_suggestions:
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gr.Examples(
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label='
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examples=self.prompt_suggestions,
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inputs=[
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)
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agent_selector.change(
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fn=self.change_agent,
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inputs=[agent_selector],
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outputs=[agent_selector, agent_info_block, agent_plugins_block],
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queue=False,
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)
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input_promise = input.submit(
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fn=self.add_text,
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inputs=[
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outputs=[
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queue=False,
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)
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-
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).then(
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self.agent_run,
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[chatbot, history, agent_selector],
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[chatbot, history, agent_selector],
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)
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else:
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input_promise = input_promise.then(
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self.agent_run,
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[chatbot, history],
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[chatbot, history],
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)
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demo.queue(default_concurrency_limit=concurrency_limit).launch(share=share,
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server_name=server_name,
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server_port=server_port)
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def change_agent(self, agent_selector):
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yield agent_selector, self._create_agent_info_block(agent_selector), self._create_agent_plugins_block(
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agent_selector)
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def add_text(self, _input, _chatbot, _history):
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from qwen_agent.gui.gradio import gr
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if _input.text == "/clear":
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_chatbot = []
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_history.clear()
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yield gr.update(interactive=False, value=""), _chatbot, _history
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return
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if _history:
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gr.Warning("Only the most recent query is retained because multi-turn conversations are not currently supported.", duration=5)
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_chatbot = []
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_history.clear()
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_history.append({
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ROLE: USER,
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CONTENT: [{
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'text': _input.text
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}],
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})
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if self.user_config[NAME]:
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_history[-1][NAME] = self.user_config[NAME]
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if _input.files:
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for file in _input.files:
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if file.mime_type.startswith('image/'):
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_history[-1][CONTENT].append({IMAGE: 'file://' + file.path})
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else:
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_history[-1][CONTENT].append({FILE: file.path})
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_chatbot.append([_input, None])
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yield gr.update(interactive=False, value=None), _chatbot, _history
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def add_mention(self, _chatbot, _agent_selector):
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if len(self.agent_list) == 1:
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yield _chatbot, _agent_selector
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query = _chatbot[-1][0].text
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match = re.search(r'@\w+\b', query)
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if match:
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_agent_selector = self._get_agent_index_by_name(match.group()[1:])
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agent_name = self.agent_list[_agent_selector].name
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if ('@' + agent_name) not in query and self.agent_hub is None:
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_chatbot[-1][0].text = '@' + agent_name + ' ' + query
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yield _chatbot, _agent_selector
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def agent_run(self, _chatbot, _history, _agent_selector=None):
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if not _history:
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yield _chatbot, _history, _agent_selector
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else:
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yield _chatbot, _history
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return
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if self.verbose:
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logger.info('
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num_input_bubbles = len(_chatbot) - 1
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num_output_bubbles = 1
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_chatbot[-1][1] = [None for _ in range(len(self.agent_list))]
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agent_runner = self.agent_list[_agent_selector or 0]
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if self.agent_hub:
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agent_runner = self.agent_hub
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responses = []
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for responses in agent_runner.run(_history, **self.run_kwargs):
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# usage = responses.usage
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# responses = [Message(ASSISTANT, responses.output.choices[0].message.content)]
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if not responses:
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continue
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if responses[-1][CONTENT] == PENDING_USER_INPUT:
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logger.info('Interrupted. Waiting for user input!')
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break
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display_responses = convert_fncall_to_text(responses)
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if not display_responses:
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continue
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if display_responses[-1][CONTENT] is None:
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continue
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# Create a new chat bubble
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_chatbot.append([None, None])
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_chatbot[-1][1] = [None for _ in range(len(self.agent_list))]
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num_output_bubbles += 1
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assert num_output_bubbles == len(display_responses)
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assert num_input_bubbles + num_output_bubbles == len(_chatbot)
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for i, rsp in enumerate(display_responses):
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agent_index = self._get_agent_index_by_name(rsp[NAME])
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_chatbot[num_input_bubbles + i][1][agent_index] = rsp[CONTENT]
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if len(self.agent_list) > 1:
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_agent_selector = agent_index
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if _agent_selector is not None:
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yield _chatbot, _history, _agent_selector
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else:
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yield _chatbot, _history
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if responses:
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_history.extend([res for res in responses if res[CONTENT] != PENDING_USER_INPUT])
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if _agent_selector is not None:
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yield _chatbot, _history, _agent_selector
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else:
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yield _chatbot, _history
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if
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def flushed(self):
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from qwen_agent.gui.gradio import gr
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return gr.update(interactive=True)
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def _get_agent_index_by_name(self, agent_name):
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if agent_name is None:
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return 0
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try:
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agent_name = agent_name.strip()
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for i, agent in enumerate(self.agent_list):
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if agent.name == agent_name:
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return i
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return 0
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except Exception:
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print_traceback()
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return 0
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def _create_agent_info_block(self, agent_index=0):
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from qwen_agent.gui.gradio import gr
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return gr.HTML(
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format_cover_html(
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bot_name=
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bot_description=
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bot_avatar=
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))
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def _create_agent_plugins_block(self, agent_index=0):
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from qwen_agent.gui.gradio import gr
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agent_interactive = self.agent_list[agent_index]
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if agent_interactive.function_map:
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capabilities = [key for key in agent_interactive.function_map.keys()]
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return gr.CheckboxGroup(
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label='插件',
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value=capabilities,
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choices=capabilities,
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interactive=False,
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)
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else:
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return gr.CheckboxGroup(
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label='插件',
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value=[],
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choices=[],
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interactive=False,
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)
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from qwen_agent.log import logger
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from qwen_agent.utils.utils import print_traceback
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class WebUI:
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"""A chatbot application for EV advantages."""
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def __init__(self, agent: Union[Agent, MultiAgentHub, List[Agent]], chatbot_config: Optional[dict] = None):
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"""
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Initialize the chatbot.
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Args:
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agent: The agent or a list of agents (Assistant or MultiAgentHub).
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chatbot_config: Configuration for the chatbot, including placeholder text and prompts.
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"""
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chatbot_config = chatbot_config or {}
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self.agent_list = [agent]
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self.agent_hub = None
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user_name = chatbot_config.get('user.name', 'User')
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self.user_config = {
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'name': user_name,
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'avatar': chatbot_config.get(
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'name': agent.name,
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'avatar': chatbot_config.get(
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'agent.avatar',
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self._resolve_logo_path('logo.jpeg')
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),
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'description': agent.description or "I'm here to help with EV advantages.",
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} for agent in self.agent_list]
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self.input_placeholder = chatbot_config.get('input.placeholder', "Start your EV-related conversation here...")
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self.prompt_suggestions = chatbot_config.get('prompt.suggestions', [])
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self.verbose = chatbot_config.get('verbose', False)
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def _resolve_logo_path(self, filename: str) -> str:
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"""
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Resolve the avatar/logo path, falling back to a default if not found.
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"""
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path = os.path.join('/home/user/app', filename)
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if not os.path.exists(path):
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logger.warning(f"Avatar file '{filename}' not found. Using placeholder.")
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return os.path.join('/home/user/app', 'default_logo.jpeg')
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return path
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def run(self,
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messages: List[Message] = None,
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concurrency_limit: int = 80,
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enable_mention: bool = False,
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**kwargs):
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"""
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Run the chatbot interface.
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Args:
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messages: The initial chat history (if any).
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"""
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self.run_kwargs = kwargs
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from qwen_agent.gui.gradio import gr, mgr
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radius_size=gr.themes.utils.sizes.radius_none,
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)
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with gr.Blocks(css=os.path.join(os.path.dirname(__file__), 'assets/appBot.css'), theme=customTheme) as demo:
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history = gr.State([])
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with gr.Row(elem_classes='container'):
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with gr.Column(scale=4):
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chatbot = mgr.Chatbot(
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value=convert_history_to_chatbot(messages=messages),
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avatar_images=[self.user_config, self.agent_config_list],
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height=850,
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avatar_image_width=80,
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flushing=False,
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show_copy_button=True,
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latex_delimiters=[{'left': '\\(', 'right': '\\)', 'display': True}]
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)
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input_box = mgr.MultimodalInput(placeholder=self.input_placeholder, upload_button_props=dict(visible=False))
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| 107 |
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| 108 |
with gr.Column(scale=1):
|
| 109 |
if len(self.agent_list) > 1:
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| 110 |
agent_selector = gr.Dropdown(
|
| 111 |
[(agent.name, i) for i, agent in enumerate(self.agent_list)],
|
| 112 |
+
label='Select Agent',
|
| 113 |
+
info='Choose an Agent',
|
| 114 |
value=0,
|
| 115 |
interactive=True,
|
| 116 |
)
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| 117 |
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| 118 |
agent_info_block = self._create_agent_info_block()
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| 119 |
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| 120 |
if self.prompt_suggestions:
|
| 121 |
gr.Examples(
|
| 122 |
+
label='Suggested Conversations',
|
| 123 |
examples=self.prompt_suggestions,
|
| 124 |
+
inputs=[input_box],
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| 125 |
)
|
| 126 |
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| 127 |
+
input_promise = input_box.submit(
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| 128 |
fn=self.add_text,
|
| 129 |
+
inputs=[input_box, chatbot, history],
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| 130 |
+
outputs=[input_box, chatbot, history],
|
| 131 |
queue=False,
|
| 132 |
)
|
| 133 |
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| 134 |
+
input_promise.then(
|
| 135 |
+
self.agent_run,
|
| 136 |
+
[chatbot, history],
|
| 137 |
+
[chatbot, history],
|
| 138 |
+
).then(self.flushed, None, [input_box])
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| 139 |
|
| 140 |
+
demo.queue(default_concurrency_limit=concurrency_limit).launch(
|
| 141 |
+
share=share, server_name=server_name, server_port=server_port
|
| 142 |
+
)
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| 143 |
|
| 144 |
def add_text(self, _input, _chatbot, _history):
|
| 145 |
+
"""
|
| 146 |
+
Process user input and update the chat history.
|
| 147 |
+
"""
|
| 148 |
from qwen_agent.gui.gradio import gr
|
| 149 |
if _input.text == "/clear":
|
| 150 |
_chatbot = []
|
| 151 |
_history.clear()
|
| 152 |
yield gr.update(interactive=False, value=""), _chatbot, _history
|
| 153 |
return
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|
| 154 |
|
| 155 |
_history.append({
|
| 156 |
ROLE: USER,
|
| 157 |
+
CONTENT: [{'text': _input.text}],
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|
| 158 |
})
|
| 159 |
|
| 160 |
if self.user_config[NAME]:
|
| 161 |
_history[-1][NAME] = self.user_config[NAME]
|
| 162 |
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|
| 163 |
_chatbot.append([_input, None])
|
| 164 |
|
| 165 |
yield gr.update(interactive=False, value=None), _chatbot, _history
|
| 166 |
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| 167 |
def agent_run(self, _chatbot, _history, _agent_selector=None):
|
| 168 |
+
"""
|
| 169 |
+
Run the agent and generate responses.
|
| 170 |
+
"""
|
| 171 |
if not _history:
|
| 172 |
+
yield _chatbot, _history
|
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|
| 173 |
return
|
| 174 |
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|
| 175 |
if self.verbose:
|
| 176 |
+
logger.info('Agent run input:\n' + pprint.pformat(_history, indent=2))
|
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|
| 177 |
|
| 178 |
agent_runner = self.agent_list[_agent_selector or 0]
|
|
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|
| 179 |
responses = []
|
| 180 |
for responses in agent_runner.run(_history, **self.run_kwargs):
|
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|
| 181 |
if not responses:
|
| 182 |
continue
|
|
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|
| 183 |
|
| 184 |
display_responses = convert_fncall_to_text(responses)
|
| 185 |
if not display_responses:
|
| 186 |
continue
|
|
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|
| 187 |
|
| 188 |
+
_chatbot[-1][1] = display_responses[-1][CONTENT]
|
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|
| 189 |
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|
| 190 |
yield _chatbot, _history
|
| 191 |
|
| 192 |
+
if responses:
|
| 193 |
+
_history.extend([res for res in responses])
|
| 194 |
|
| 195 |
def flushed(self):
|
| 196 |
from qwen_agent.gui.gradio import gr
|
|
|
|
| 197 |
return gr.update(interactive=True)
|
| 198 |
|
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|
| 199 |
def _create_agent_info_block(self, agent_index=0):
|
| 200 |
from qwen_agent.gui.gradio import gr
|
| 201 |
|
| 202 |
+
agent_config = self.agent_config_list[agent_index]
|
|
|
|
| 203 |
return gr.HTML(
|
| 204 |
format_cover_html(
|
| 205 |
+
bot_name=agent_config['name'],
|
| 206 |
+
bot_description=agent_config['description'],
|
| 207 |
+
bot_avatar=agent_config['avatar'],
|
|
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|
|
|
|
| 208 |
)
|
| 209 |
+
)
|