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| import sys | |
| import os | |
| from gradio_base import WebUI, UIHelper, PORT, HOST, Client | |
| from gradio_config import GradioConfig as gc | |
| from typing import List, Tuple, Any | |
| import gradio as gr | |
| import time | |
| class CodeUI(WebUI): | |
| def render_and_register_ui(self): | |
| self.agent_name:list = [self.cache["agents_name"]] if isinstance(self.cache["agents_name"], str) else self.cache['agents_name'] | |
| gc.add_agent(self.agent_name) | |
| def __init__( | |
| self, | |
| client_cmd: list, | |
| socket_host: str = HOST, | |
| socket_port: int = PORT, | |
| bufsize: int = 1024, | |
| ui_name: str = "CodeUI" | |
| ): | |
| super(CodeUI, self).__init__(client_cmd, socket_host, socket_port, bufsize, ui_name) | |
| self.first_recieve_from_client() | |
| self.data_history = list() | |
| self.caller = 0 | |
| def construct_ui(self): | |
| with gr.Blocks(css=gc.CSS) as demo: | |
| gr.Markdown("""# Agents""") | |
| gr.Markdown("""**Agents** is an open-source library/framework for building autonomous language agents.if you want to know more about **Agents**, please check our<a href="https://arxiv.org/pdf/2309.07870.pdf">📄 Paper</a> and<a href="http://www.aiwaves-agents.com/">📦 Github</a>. Here is a demo of **Agents**.""") | |
| gr.Markdown("""<font size=5>If an error occurs or the queue is too long, please create your own demo by clicking <font color=red>Duplicate This Space</font> in the upper right corner. Please be patient with building, thank you! It takes about 3-4 minutes.</font>""") | |
| with gr.Row(): | |
| with gr.Column(): | |
| self.text_api = gr.Textbox( | |
| value = self.cache["api_key"], | |
| placeholder="openai key", | |
| label="Please input valid openai key for gpt-3.5-turbo-16k." | |
| ) | |
| self.radio_mode = gr.Radio( | |
| [Client.SINGLE_MODE], | |
| value=Client.SINGLE_MODE, | |
| interactive=True, | |
| label = Client.MODE_LABEL, | |
| info = Client.MODE_INFO | |
| ) | |
| self.chatbot = gr.Chatbot( | |
| elem_id="chatbot1" | |
| ) | |
| self.btn_next = gr.Button( | |
| value="Next Agent", | |
| visible=False, elem_id="btn" | |
| ) | |
| with gr.Row(): | |
| self.text_requirement = gr.Textbox( | |
| value=self.cache['requirement'], | |
| placeholder="Please enter your content", | |
| scale=9, | |
| ) | |
| self.btn_start = gr.Button( | |
| value="Start!", | |
| scale=1 | |
| ) | |
| self.btn_reset = gr.Button( | |
| value="Restart", | |
| visible=False | |
| ) | |
| with gr.Column(): | |
| self.file = gr.File(visible=False) | |
| self.chat_code_show = gr.Chatbot( | |
| elem_id="chatbot1", | |
| visible=False | |
| ) | |
| self.btn_start.click( | |
| fn=self.btn_send_when_click, | |
| inputs=[self.chatbot, self.text_requirement, self.radio_mode, self.text_api], | |
| outputs=[self.chatbot, self.btn_start, self.text_requirement, self.btn_reset] | |
| ).then( | |
| fn=self.btn_send_after_click, | |
| inputs=[self.file, self.chatbot, self.chat_code_show, self.btn_start, self.btn_reset, self.text_requirement], | |
| outputs=[self.file, self.chatbot, self.chat_code_show, self.btn_start, self.btn_reset, self.text_requirement, self.btn_next] | |
| ) | |
| self.text_requirement.submit( | |
| fn=self.btn_send_when_click, | |
| inputs=[self.chatbot, self.text_requirement, self.text_api], | |
| outputs=[self.chatbot, self.btn_start, self.text_requirement, self.btn_reset] | |
| ).then( | |
| fn=self.btn_send_after_click, | |
| inputs=[self.file, self.chatbot, self.chat_code_show, self.btn_start, self.btn_reset, self.text_requirement], | |
| outputs=[self.file, self.chatbot, self.chat_code_show, self.btn_start, self.btn_reset, self.text_requirement, self.btn_next] | |
| ) | |
| self.btn_reset.click( | |
| fn=self.btn_reset_when_click, | |
| inputs=[], | |
| outputs=[self.file, self.chatbot, self.chat_code_show, self.btn_start, self.btn_reset, self.text_requirement, self.btn_next] | |
| ).then( | |
| fn=self.btn_reset_after_click, | |
| inputs=[self.file, self.chatbot, self.chat_code_show, self.btn_start, self.btn_reset, self.text_requirement], | |
| outputs=[self.file, self.chatbot, self.chat_code_show, self.btn_start, self.btn_reset, self.text_requirement, self.btn_next] | |
| ) | |
| self.file.select( | |
| fn=self.file_when_select, | |
| inputs=[self.file], | |
| outputs=[self.chat_code_show] | |
| ) | |
| self.btn_next.click( | |
| fn = self.btn_next_when_click, | |
| inputs=[], | |
| outputs=[self.btn_next] | |
| ).then( | |
| fn=self.btn_send_after_click, | |
| inputs=[self.file, self.chatbot, self.chat_code_show, self.btn_start, self.btn_reset, self.text_requirement], | |
| outputs=[self.file, self.chatbot, self.chat_code_show, self.btn_start, self.btn_reset, self.text_requirement, self.btn_next] | |
| ) | |
| self.demo = demo | |
| def handle_message(self, history:list, state, agent_name, token, node_name): | |
| if state % 10 == 0: | |
| self.data_history.append({agent_name: token}) | |
| elif state % 10 == 1: | |
| # Same state. Need to add new bubble in same bubble. | |
| if len(self.data_history) == 0: | |
| self.data_history.append({agent_name:""}) | |
| self.data_history[-1][agent_name] += token | |
| elif state % 10 == 2: | |
| # New state. Need to add new bubble. | |
| history.append([None, ""]) | |
| self.data_history.clear() | |
| self.data_history.append({agent_name: token}) | |
| else: | |
| assert False, "Invalid state." | |
| render_data = self.render_bubble(history, self.data_history, node_name, render_node_name=True) | |
| return render_data | |
| def btn_send_when_click(self, chatbot, text_requirement, mode, api): | |
| """ | |
| inputs=[self.chatbot, self.text_requirement, radio, text_api], | |
| outputs=[self.chatbot, self.btn_start, self.text_requirement, self.btn_reset] | |
| """ | |
| chatbot = [[UIHelper.wrap_css(content=text_requirement, name="User"), None]] | |
| yield chatbot,\ | |
| gr.Button.update(visible=True, interactive=False, value="Running"),\ | |
| gr.Textbox.update(visible=True, interactive=False, value=""),\ | |
| gr.Button.update(visible=False, interactive=False) | |
| self.send_start_cmd({'requirement': text_requirement, "mode": mode, "api_key": api}) | |
| return | |
| def btn_send_after_click( | |
| self, | |
| file, | |
| history, | |
| show_code, | |
| btn_send, | |
| btn_reset, | |
| text_requirement | |
| ): | |
| """ | |
| outputs=[self.file, self.chatbot, self.chat_code_show, self.btn_start, self.btn_reset, self.text_requirement, self.btn_next] | |
| """ | |
| if self.caller == 0: | |
| self.data_history = list() | |
| self.caller = 0 | |
| receive_server = self.receive_server | |
| while True: | |
| data_list: List = receive_server.send(None) | |
| for item in data_list: | |
| data = eval(item) | |
| assert isinstance(data, list) | |
| state, agent_name, token, node_name = data | |
| assert isinstance(state, int) | |
| assert state in [10, 11, 12, 99, 98] | |
| if state == 99: | |
| # finish | |
| fs = [self.cache['pwd']+'/output_code/'+_ for _ in os.listdir(self.cache['pwd']+'/output_code')] | |
| yield gr.File.update(value=fs, visible=True, interactive=True),\ | |
| history, \ | |
| gr.Chatbot.update(visible=True),\ | |
| gr.Button.update(visible=True, interactive=True, value="Start"),\ | |
| gr.Button.update(visible=True, interactive=True),\ | |
| gr.Textbox.update(visible=True, interactive=True, placeholder="Please input your requirement", value=""),\ | |
| gr.Button.update(visible=False) | |
| return | |
| elif state == 98: | |
| yield gr.File.update(visible=False),\ | |
| history, \ | |
| gr.Chatbot.update(visible=False),\ | |
| gr.Button.update(visible=True, interactive=False),\ | |
| gr.Button.update(visible=True, interactive=True),\ | |
| gr.Textbox.update(visible=True, interactive=False),\ | |
| gr.Button.update(visible=True, value=f"Next Agent: 🤖{agent_name} | Next Node: ⭕{node_name}") | |
| return | |
| history = self.handle_message(history, state, agent_name, token, node_name) | |
| yield gr.File.update(visible=False),\ | |
| history, \ | |
| gr.Chatbot.update(visible=False),\ | |
| gr.Button.update(visible=True, interactive=False),\ | |
| gr.Button.update(visible=False, interactive=False),\ | |
| gr.Textbox.update(visible=True, interactive=False),\ | |
| gr.Button.update(visible=False) | |
| def btn_reset_when_click(self): | |
| """ | |
| inputs = [] | |
| outputs = [self.file, self.chatbot, self.chat_code_show, self.btn_start, self.btn_reset, self.text_requirement, self.btn_next] | |
| """ | |
| return gr.File.update(visible=False),\ | |
| None, None, gr.Button.update(value="Restarting...", interactive=False),\ | |
| gr.Button.update(value="Restarting...", interactive=False),\ | |
| gr.Textbox.update(value="Restarting", interactive=False),\ | |
| gr.Button.update(visible=False) | |
| def btn_reset_after_click( | |
| self, | |
| file, | |
| chatbot, | |
| show_code, | |
| btn_send, | |
| btn_reset, | |
| text_requirement | |
| ): | |
| self.reset() | |
| self.first_recieve_from_client(reset_mode=True) | |
| return gr.File.update(value=None, visible=False),\ | |
| gr.Chatbot.update(value=None, visible=True),\ | |
| gr.Chatbot.update(value=None, visible=False),\ | |
| gr.Button.update(value="Start", visible=True, interactive=True),\ | |
| gr.Button.update(value="Restart", interactive=False, visible=False),\ | |
| gr.Textbox.update(value=self.cache['requirement'], interactive=True, visible=True),\ | |
| gr.Button.update(visible=False) | |
| def file_when_select(self, file): | |
| CODE_PREFIX = "```python\n{}\n```" | |
| with open(file.name, "r", encoding='utf-8') as f: | |
| contents = f.readlines() | |
| codes = "".join(contents) | |
| return [[CODE_PREFIX.format(codes),None]] | |
| def btn_next_when_click(self): | |
| self.caller = 1 # it will remain the value in self.data_history | |
| self.send_message("nothing") | |
| time.sleep(0.5) | |
| yield gr.Button.update(visible=False) | |
| return | |
| if __name__ == '__main__': | |
| ui = CodeUI(client_cmd=["python","gradio_backend.py"]) | |
| ui.construct_ui() | |
| ui.run() |