Page Assist is an open-source browser extension for Chromium-based browsers and Firefox that brings a conversational AI interface to any webpage. It connects to locally running LLMs, primarily through Ollama integration, providing both a collapsible sidebar for quick interactions and a full web UI similar to ChatGPT. Key features include chatting with webpage content and accessing AI assistance directly from the browser context.