Provide a comprehensive guide on how to create Python code that connects to the Groq API. Include the following details: prerequisites for setting up the API connection, the necessary libraries to install, step-by-step instructions for authentication, and example code snippets demonstrating how to make API requests and handle responses effectively. Additionally, highlight any common errors or troubleshooting tips that may arise during the connection process.