CHATBOT(with GUI).ipynb

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      "C:\\Users\\bnnar\\anaconda3\\lib\\site-packages\\fuzzywuzzy\\fuzz.py:11: UserWarning: Using slow pure-python SequenceMatcher. Install python-Levenshtein to remove this warning\n",
      "  warnings.warn('Using slow pure-python SequenceMatcher. Install python-Levenshtein to remove this warning')\n"
     ]
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      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[1;31mKeyboardInterrupt\u001b[0m                         Traceback (most recent call last)",
      "\u001b[1;32m~\\AppData\\Local\\Temp\\ipykernel_10040\\1702880131.py\u001b[0m in \u001b[0;36m<module>\u001b[1;34m\u001b[0m\n\u001b[0;32m     56\u001b[0m         \u001b[0mwindow\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mupdate\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m     57\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m---> 58\u001b[1;33m \u001b[0mmain_loop\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m     59\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32m~\\AppData\\Local\\Temp\\ipykernel_10040\\1702880131.py\u001b[0m in \u001b[0;36mmain_loop\u001b[1;34m()\u001b[0m\n\u001b[0;32m     54\u001b[0m \u001b[1;32mdef\u001b[0m \u001b[0mmain_loop\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m     55\u001b[0m     \u001b[1;32mwhile\u001b[0m \u001b[1;32mTrue\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m---> 56\u001b[1;33m         \u001b[0mwindow\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mupdate\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m     57\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m     58\u001b[0m \u001b[0mmain_loop\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32m~\\anaconda3\\lib\\tkinter\\__init__.py\u001b[0m in \u001b[0;36mupdate\u001b[1;34m(self)\u001b[0m\n\u001b[0;32m   1312\u001b[0m     \u001b[1;32mdef\u001b[0m \u001b[0mupdate\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m   1313\u001b[0m         \u001b[1;34m\"\"\"Enter event loop until all pending events have been processed by Tcl.\"\"\"\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m-> 1314\u001b[1;33m         \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mtk\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mcall\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;34m'update'\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m   1315\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m   1316\u001b[0m     \u001b[1;32mdef\u001b[0m \u001b[0mupdate_idletasks\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;31mKeyboardInterrupt\u001b[0m: "
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   "source": [
    "import json\n",
    "import random\n",
    "import tkinter as tk\n",
    "from tkinter import scrolledtext\n",
    "from fuzzywuzzy import fuzz\n",
    "\n",
    "# Load the JSON data\n",
    "with open('newintents.json', 'r') as file:\n",
    "    data = json.load(file)\n",
    "\n",
    "# Function to get a response based on user input\n",
    "def get_response(user_input):\n",
    "    best_match = {'intent': None, 'score': 0}\n",
    "    for intent in data['intents']:\n",
    "        for pattern in intent['patterns']:\n",
    "            similarity_score = fuzz.partial_ratio(pattern.lower(), user_input.lower())\n",
    "            if similarity_score > best_match['score']:\n",
    "                best_match['intent'] = intent\n",
    "                best_match['score'] = similarity_score\n",
    "    \n",
    "    if best_match['score'] > 50:  # Adjust the threshold as needed\n",
    "        return random.choice(best_match['intent']['responses'])\n",
    "    else:\n",
    "        return \"I'm sorry, I don't understand.\"\n",
    "\n",
    "# Function to handle user input and update the chat\n",
    "def handle_user_input():\n",
    "    user_input = user_input_entry.get()\n",
    "    response = get_response(user_input)\n",
    "    chat_text.config(state=tk.NORMAL)\n",
    "    chat_text.insert(tk.END, \"You: \" + user_input + \"\\n\")\n",
    "    chat_text.insert(tk.END, \"Bot: \" + response + \"\\n\")\n",
    "    chat_text.config(state=tk.DISABLED)\n",
    "    user_input_entry.delete(0, tk.END)\n",
    "\n",
    "# Create the main window\n",
    "window = tk.Tk()\n",
    "window.title(\"Paramedic Assistant Chatbot\")\n",
    "\n",
    "# Create a scrolled text box for the chat\n",
    "chat_text = scrolledtext.ScrolledText(window, wrap=tk.WORD, width=40, height=20)\n",
    "chat_text.config(state=tk.DISABLED)\n",
    "chat_text.pack()\n",
    "\n",
    "# Create an entry field for user input\n",
    "user_input_entry = tk.Entry(window, width=40)\n",
    "user_input_entry.pack()\n",
    "\n",
    "# Create a button to send user input\n",
    "send_button = tk.Button(window, text=\"Send\", command=handle_user_input)\n",
    "send_button.pack()\n",
    "\n",
    "# Main loop for user interaction\n",
    "def main_loop():\n",
    "    while True:\n",
    "        window.update()\n",
    "\n",
    "main_loop()\n",
    "\n"
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