GPTSwarm is an open-source project that combines swarm intelligence with sophisticated language models to create a powerful, adaptive, and scalable framework for Artificial Intelligence agents. It allows users to build, integrate, and automatically improve diverse LLM-based agents by representing them as computational graphs. GPTSwarm leverages collective problem-solving and distributed decision-making to outperform single models in handling complex tasks across various domains.