This repository contains the source code for a food ordering chatbot using AI named Kayo. Kayo is designed to intelligently interact with users, provide menu options, and handle food orders.
- Natural Language Processing: Kayo uses NLTK and TensorFlow to understand and respond to user queries.
- Menu Presentation: Kayo can present different menus to the user based on their requests.
- Order Handling: Kayo can handle food orders, calculate total price, and manage the ordering process.
- Telegram Integration: Kayo is connected to Telegram and uses it as the chat interface for interacting with users.
- Python 3.6 or higher
- NLTK
- TensorFlow
- Telebot
- NumPy
- json
- pickle
- os
Run these commands in the termindal:
pip install pyTelegramBotAPI
pip install tensorflow
pip install nltk
- Clone the repository.
- Install the required dependencies.
- Uncomment
nltk.download('punkt')andnltk.download('wordnet')in training.py - Run main.py.
- main.py: This is the main script that runs the chatbot. It includes the logic for handling user queries, presenting menus, and managing orders.
- intents.json: This file contains predefined patterns and responses for the chatbot.
- menu.json: This file contains the menu items that the chatbot can present to the user.
- words.pkl and labels.pkl: These files are used for processing user queries.
- chatbot_model.h5: This is the trained model that the chatbot uses to understand user queries.
This bot uses the Telebot library and requires a valid Telegram bot token to function. Please replace the placeholder token in the main.py file with your own token.
bot = telebot.TeleBot('YOUR_TELEGRAM_BOT_TOKEN')
This is a regular use case of using Kayo to order a food.
Feel free to fork this repository, make changes, and submit pull requests. If you find any bugs or have any suggestions, please open an issue.
This project is licensed under the MIT License.