TSA Wait Time Chatbot

Description

The TSA Wait Time Chatbot is designed for TSA agents to assist with airport security and operations. It calculates wait times, optimizes resource allocation, and provides travel-related information. The application is adaptable for various operational workflows.

Installation Instructions

1. Python Installation: Ensure Python 3.x is installed. Download Python.
2. Required Libraries: Install libraries including re, openai, dash, dash-bootstrap-components, pandas, and datetime using pip install openai dash dash-bootstrap-components pandas.
3. OpenAI API Key: Register on OpenAI API platform for an API key.
4. Assets Folder: Place the assets folder and dataset in the same directory as your Python script.
5. Running the Application: Run the script to host the application on a local server.

Usage Instructions

• Refer to FAQs to frame model-specific questions.
• For wait time inquiries, include "waiting time" in your question.
• For staff allocation, use phrases like 'allocate staff' or 'best way to allocate'.

Features

1. Interactive Chatbot: Engages users with a choice of GPT models and activity time parameters.
2. Integration with OpenAI's ChatGPT: Expands utility for a range of questions and answers.
3. Data-Driven Insights: Uses passenger data for calculating wait times and planning.

Credits

The application uses various APIs for its functionality.

Contact Information

For queries, contact Sean Park at sspark2@andrew.cmu.edu.