JuggleChat offers a streamlined interface for AI conversation management by integrating a Tornado web server with the LangChain framework and OpenAI models. Users can spin up multiple named chat threads, each preserving its history through LangChain’s memory modules. Easily toggle between sessions, review past interactions, and maintain context across different use cases without losing data. The system supports configuration of custom OpenAI API keys and model selections, allowing experimentation with gpt-3.5-turbo or other GPT-based endpoints. Built for developers and researchers, JuggleChat comes with a minimal setup—install dependencies, provide your API key, and launch a local server. It’s ideal for testing prompts, prototyping AI agents, and comparing model behaviors in an isolated, self-contained environment.