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Create app.py
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app.py
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import json
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import gradio as gr
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from interpreter import interpreter
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import os
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import time
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import matplotlib
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matplotlib.use('Agg')
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interpreter.auto_run = True
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interpreter.llm.model = "gpt-4-turbo"
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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."
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def update_bot(text, chatbot):
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response = interpreter.chat(text,stream=True, display=False)
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response = json_to_markdown(response)
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chatbot.append((text, response))
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return chatbot, ""
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def new_chat():
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interpreter.messages = []
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return [], ""
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def create_chat_widget():
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with gr.Blocks() as chatblock:
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chatbot = gr.Chatbot(
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[],
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elem_id="chatbot",
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elem_classes="chatbot",
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layout="llm",
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bubble_full_width=False,
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height=600,
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)
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txt = gr.Textbox(
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scale=4,
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show_label=False,
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placeholder="Enter text and press enter to chat with the bot.",
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container=False,
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)
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new_chat_button = gr.Button(
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"New Chat",
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scale=3,
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interactive=True,
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)
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new_chat_button.click(new_chat, [], [chatbot, txt])
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txt.submit(update_bot, [txt, chatbot], [chatbot, txt])
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return chatblock
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def json_to_markdown(json_data):
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return "\n\n".join(
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f"**{item['role'].capitalize()}:** \n{item['content']}" if item['type'] == 'message' else
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f"```{item['format']}\n{item['content']}\n```" if item['type'] == 'code' else
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f"```\n{item['content']}\n```" for item in json_data if item['role'] != 'user'
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)
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with gr.Blocks() as demo:
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with gr.Tab("HEXON Chatbot Assignment"):
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chat_interface = create_chat_widget()
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demo.launch()
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