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Agent Playground provides a fast, modular Python environment specifically designed for researchers and developers to rapidly prototype and experiment with various AI agent architectures. It offers robust support for integrating large language models (LLMs) like OpenAI, facilitated by a high-performance Uvicorn-based ASGI server that enables asynchronous operations and efficient API routing. With pre-defined RESTful endpoints for tool listing and invocation, it streamlines the process of building and testing complex agent behaviors, making it an ideal platform for cutting-edge AI research and development.