gizrak / orderbot

GPT-based Chatbot for Food Ordering 🍽️ using data from MySQL DB and OpenAI Function Calling.

OrderBot 🍕🍽️

A GPT-based Chatbot for Food Ordering 🍽️ using data from MySQL DB and OpenAI Function Calling, through natural language.

Overview

OrderBot is an intelligent virtual server that can take input questions related to a mysql database and uses the power of artificial intelligence to understand users' prompts and propose suitable items to order, totally simulating the tasks of a server. Through an intuitive interface it is possible to ask for advice on products based on and to know any information relating to the menu.

Main features

• Allows customers to order products using a LLM directly with their mysql database.
• Interact with the chatbot using natural language to order products and better understand the best product to order, based on your own data.
• AI-powered interaction: OrderBot uses advanced AI algorithms to take the correct data and generate a precise response.

Architecture

Database: MySQL
Backend: Python + OpenAI Function Calling
Frontend: Chainlit

Getting started

1. Install all the dependencies using the command:

pip install -r requirements.txt

2. Clone the Orderbot repository to your local machine.
3. Run the script.sql in MySQL workbench
4. Specify the local db credentials inside the file db_helper.py

db = mysql.connector.connect(
        host="localhost",
        user="-> insert here the username <-",
        password="-> insert here the password <-",
        database="-> insert here your locale db name <-"
    )

5. Add your OpenAI API key inside the file my_openai_key.py

openai_api_key = "--> insert API key <--"

6. Open the terminal and launch the following command:

chainlit run main.py -w

Todo list

• Specify the functions that create the order instance and insert it into the Orders table
• Improve existing functions and their descriptions
• Improve the initial prompt