Advanced ITF Chatbot

This section introduces an advanced version of the chatbot, building upon the concepts covered earlier in the course. While the core principles remain the same, this chatbot offers enhanced features and customization options.

Key Features

• Browser-based interface using Streamlit
• Multiple chatbot "personalities"
• Customizable to suit specific needs
• Based on the Groq API

Important Links

• Live Demo: https://itf-chatbot.streamlit.app/
• GitHub Repository: https://github.com/pverhaert/itf-chatbot-with-groq-v2

Installation Guide (Windows)

1. Clone the repository from GitHub
2. Run the install.bat file to set up the virtual environment and install dependencies
3. Configure the .env file:
   • Add your Groq API key
   • Set your preferred language model
4. Launch the application using run.bat or by executing streamlit run main.py

For detailed instructions, refer to the README file in the GitHub repository.

Customization

You can tailor the chatbot's personalities to your requirements:

1. Open the presets/personas.py file
2. Modify existing personalities or add new ones
3. Apply the prompting techniques learned in previous sections

Limitations

Note: This chatbot does not have internet access. It can only respond based on its pre-trained knowledge.

Example

• Prompt: Make 5 questions about David Bowie's records in the 70s and 80s.
• Personality: Quiz master