OpenChat is a web-based console that enables users to create and manage customized chatbots powered by large language models. It provides a two-step setup process to configure chatbots that can ingest knowledge from PDF files and websites. Each chatbot maintains unlimited memory for handling large documents like 400-page PDFs. The platform supports GPT-3 and GPT-4 models, with plans to incorporate additional open-source model drivers.