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| import json | |
| import gradio as gr | |
| from interpreter import interpreter | |
| import os | |
| import time | |
| import matplotlib | |
| matplotlib.use('Agg') | |
| interpreter.auto_run = True | |
| interpreter.llm.model = "gpt-4-turbo" | |
| interpreter.custom_instructions = "First ask the user what they want to do. Based on the input, describe the next steps. If user agrees, proceed; if not, ask what they want next.If it is anything to display , always at the end open up the file." | |
| def update_bot(text, chatbot): | |
| response = interpreter.chat(text,stream=True, display=False) | |
| response = json_to_markdown(response) | |
| chatbot.append((text, response)) | |
| return chatbot, "" | |
| def new_chat(): | |
| interpreter.messages = [] | |
| return [], "" | |
| def create_chat_widget(): | |
| with gr.Blocks() as chatblock: | |
| chatbot = gr.Chatbot( | |
| [], | |
| elem_id="chatbot", | |
| elem_classes="chatbot", | |
| layout="llm", | |
| bubble_full_width=False, | |
| height=600, | |
| ) | |
| txt = gr.Textbox( | |
| scale=4, | |
| show_label=False, | |
| placeholder="Enter text and press enter to chat with the bot.", | |
| container=False, | |
| ) | |
| new_chat_button = gr.Button( | |
| "New Chat", | |
| scale=3, | |
| interactive=True, | |
| ) | |
| new_chat_button.click(new_chat, [], [chatbot, txt]) | |
| txt.submit(update_bot, [txt, chatbot], [chatbot, txt]) | |
| return chatblock | |
| def json_to_markdown(json_data): | |
| return "\n\n".join( | |
| f"**{item['role'].capitalize()}:** \n{item['content']}" if item['type'] == 'message' else | |
| f"```{item['format']}\n{item['content']}\n```" if item['type'] == 'code' else | |
| f"```\n{item['content']}\n```" for item in json_data if item['role'] != 'user' | |
| ) | |
| with gr.Blocks() as demo: | |
| with gr.Tab("HEXON Chatbot Assignment"): | |
| chat_interface = create_chat_widget() | |
| demo.launch() |