IncognitoPilot is an AI-powered code interpreter that pairs large language models with a local Python execution environment. Users can chat with the system to analyze data, create visualizations, convert files, and access the internet, with code executed locally rather than sent to remote services. It supports OpenAI GPT models via API or open-source alternatives like Code Llama and Llama 2 running entirely on local hardware, with an approval mechanism to control what data leaves the local environment.