SimpleBot Tutorial

Note

This tutorial was written by GPT4 and edited by a human.

In this tutorial, we will learn how to use the SimpleBot class, a Python implementation of a chatbot that interacts with OpenAI's GPT-4 model. The SimpleBot class is designed to be simple and easy to use, allowing you to create a chatbot that can respond to human messages based on a given system prompt.

Getting Started

First, let's import the SimpleBot class:

from llamabot import SimpleBot

Initializing the SimpleBot

To create a new instance of SimpleBot, you need to provide a system prompt. The system prompt is used to prime the GPT-4 model, giving it context for generating responses. You can also optionally set the temperature and model_name parameters.

system_prompt = "You are an AI assistant that helps users with their questions."
bot = SimpleBot(system_prompt)

Interacting with the SimpleBot

To interact with the SimpleBot, simply call the instance with a human message as a parameter. The bot will return an AIMessage object containing the generated response.

human_message = "What is the capital of France?"
response = bot(human_message)
print(response.content)

Using the Panel App

SimpleBot also comes with a built-in Panel app that provides a graphical user interface for interacting with the chatbot. To create the app, call the panel() method on your SimpleBot instance:

app = bot.panel()

You can customize the appearance of the app by providing optional parameters such as input_text_label, output_text_label, submit_button_label, site_name, and title.

To display the app in your browser, call the show() method on the app:

app.show()

Example

Here's a complete example of how to create and interact with a SimpleBot:

from simple_bot import SimpleBot

# Initialize the SimpleBot
system_prompt = "You are an AI assistant that helps users with their questions."
bot = SimpleBot(system_prompt)

# Interact with the SimpleBot
human_message = "What is the capital of France?"
response = bot(human_message)
print(response.content)

# Create and display the Panel app
app = bot.panel()
app.show()

Conclusion

In this tutorial, we learned how to use the SimpleBot class to create a simple chatbot that interacts with OpenAI's GPT-4 model. We also learned how to create a Panel app for a more user-friendly interface. With this knowledge, you can now create your own chatbots and experiment with different system prompts and settings.