Update app.py
Browse files
app.py
CHANGED
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import os
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import gradio as gr
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from datetime import datetime
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from notion_client import Client
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#
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# Install and import Groq
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try:
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@@ -14,87 +20,195 @@ except ImportError:
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os.system('pip install groq')
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from groq import Groq
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try:
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parent={"database_id": NOTION_DB_ID},
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properties={
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"Name": {
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"
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)
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except Exception as e:
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def process_message(message, history):
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"""Process user message with Groq."""
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messages = [
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{
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"role": "system",
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"content": (
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"你是一個高中數學老師,使用的語言是英文。學生用中文問妳任何字彙,"
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"你都可以告訴他那個中文對應的英文和例句,以及在數學上的可能用法以及數學例題和解法。\n"
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"說明數學上的可能用法時,先用中文講一遍再用B1程度的英文複述一遍"
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),
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}
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]
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for user_msg, bot_msg in history:
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messages.append({"role": "user", "content": user_msg})
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messages.append({"role": "assistant", "content": bot_msg})
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messages.append({"role": "user", "content": message})
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completion = client.chat.completions.create(
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model="llama-3.3-70b-versatile",
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messages=messages,
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temperature=1,
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max_tokens=1024,
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top_p=1,
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stream=True,
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stop=None,
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)
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# Create Gradio interface
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with gr.Blocks() as demo:
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clear = gr.Button("清除對話")
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def user(user_message, history):
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def bot(history, name):
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yield history
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msg.submit(
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)
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clear.click(lambda: None, None, chatbot, queue=False)
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# Launch the app
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if __name__ == "__main__":
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import os
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# Install required packages
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try:
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from notion_client import Client
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except ImportError:
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os.system('pip install notion-client')
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from notion_client import Client
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try:
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import pytz
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except ImportError:
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os.system('pip install pytz')
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import pytz
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# Install and import Groq
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try:
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os.system('pip install groq')
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from groq import Groq
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import gradio as gr
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import logging
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from datetime import datetime
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from typing import Optional
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import traceback
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# Set up logging
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logging.basicConfig(level=logging.INFO)
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logger = logging.getLogger(__name__)
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# Initialize clients with error handling
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try:
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groq_client = Groq(api_key=os.getenv('groq_key'))
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logger.info("Groq client initialized successfully")
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except Exception as e:
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logger.error(f"Failed to initialize Groq client: {str(e)}")
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raise
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try:
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notion = Client(auth=os.getenv('NOTION_API_KEY'))
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NOTION_DB_ID = os.getenv('NOTION_DB_ID')
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if not NOTION_DB_ID:
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raise ValueError("NOTION_DB_ID environment variable is not set")
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logger.info("Notion client initialized successfully")
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except Exception as e:
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logger.error(f"Failed to initialize Notion client: {str(e)}")
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raise
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def safe_text_truncate(text: str, max_length: int = 2000) -> str:
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"""Safely truncate text to avoid Notion API limits"""
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return text[:max_length] if text else ""
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def log_to_notion(name: str, user_input: str, bot_response: str) -> Optional[dict]:
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"""
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Log chat interaction to Notion database with error handling
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Returns the created page or None if failed
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"""
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try:
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taipei_tz = pytz.timezone('Asia/Taipei')
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current_time = datetime.now(taipei_tz).strftime("%Y-%m-%d %H:%M:%S")
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# Truncate long texts to avoid Notion API limits
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user_input_truncated = safe_text_truncate(user_input)
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bot_response_truncated = safe_text_truncate(bot_response)
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name_truncated = safe_text_truncate(name, 100)
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page = notion.pages.create(
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parent={"database_id": NOTION_DB_ID},
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properties={
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"Name": {
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"title": [{"text": {"content": name_truncated}}]
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},
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"Timestamp": {
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"rich_text": [{"text": {"content": current_time}}]
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},
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"User Input": {
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"rich_text": [{"text": {"content": user_input_truncated}}]
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},
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"Bot Response": {
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"rich_text": [{"text": {"content": bot_response_truncated}}]
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}
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}
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)
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logger.info(f"Successfully logged to Notion for user: {name}")
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return page
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except Exception as e:
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logger.error(f"Failed to log to Notion: {str(e)}\n{traceback.format_exc()}")
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return None
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def process_message(message: str, history: list):
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"""Process message with error handling"""
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try:
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messages = [
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{
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"role": "system",
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"content": "你是一個高中數學老師,使用的語言是英文。學生用中文問妳任何字彙,你都可以告訴他那個中文對應的英文和例句,以及在數學上的可能用法以及數學例題和解法。\n說明數學上的可能用法時,先用中文講一遍再用B1程度的英文複述一遍\n"
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}
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]
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for user_msg, bot_msg in history:
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messages.append({"role": "user", "content": user_msg})
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if bot_msg: # Only add bot message if it exists
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messages.append({"role": "assistant", "content": bot_msg})
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messages.append({"role": "user", "content": message})
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completion = groq_client.chat.completions.create(
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model="llama-3.3-70b-versatile",
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messages=messages,
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temperature=1,
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max_tokens=1024,
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top_p=1,
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stream=True,
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stop=None,
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)
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response_text = ""
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for chunk in completion:
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if chunk.choices and chunk.choices[0].delta:
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delta_content = chunk.choices[0].delta.content
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if delta_content:
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response_text += delta_content
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yield response_text
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except Exception as e:
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error_msg = f"Error processing message: {str(e)}"
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logger.error(f"{error_msg}\n{traceback.format_exc()}")
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yield error_msg
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# Create Gradio interface
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with gr.Blocks() as demo:
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# Add name input field at the top
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name_input = gr.Textbox(
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placeholder="請輸入您的姓名...",
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label="姓名",
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show_label=True,
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)
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chatbot = gr.Chatbot(
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height=600,
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show_label=False,
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container=True,
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)
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msg = gr.Textbox(
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placeholder="輸入您的問題...",
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show_label=False,
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)
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clear = gr.Button("清除對話")
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def user(user_message: str, history: list, name: str):
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"""Handle user input with validation"""
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try:
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if not name.strip():
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gr.Warning("請先輸入姓名")
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return user_message, history
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return "", history + [[user_message, None]]
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except Exception as e:
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logger.error(f"Error in user function: {str(e)}\n{traceback.format_exc()}")
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return "", history
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def bot(history: list, name: str):
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"""Handle bot response with error handling"""
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try:
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if not history:
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return history
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history[-1][1] = ""
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full_response = ""
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for response in process_message(history[-1][0], history[:-1]):
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history[-1][1] = response
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full_response = response
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yield history
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# Log to Notion after complete response
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if full_response:
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notion_response = log_to_notion(
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name=name.strip(),
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user_input=history[-1][0],
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bot_response=full_response
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)
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if not notion_response:
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logger.warning(f"Failed to log to Notion for user: {name}")
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except Exception as e:
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error_msg = f"Error in bot response: {str(e)}"
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logger.error(f"{error_msg}\n{traceback.format_exc()}")
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history[-1][1] = error_msg
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yield history
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msg.submit(
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user,
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inputs=[msg, chatbot, name_input],
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outputs=[msg, chatbot],
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queue=False
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).then(
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bot,
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inputs=[chatbot, name_input],
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outputs=[chatbot]
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)
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clear.click(lambda: None, None, chatbot, queue=False)
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if __name__ == "__main__":
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try:
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demo.queue()
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demo.launch()
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except Exception as e:
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logger.error(f"Failed to launch app: {str(e)}\n{traceback.format_exc()}")
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raise
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