GPTSwarm is an open-source project that merges swarm intelligence with advanced language models to create a powerful, adaptive, and scalable framework for AI agents. It enables users to build, integrate, and automatically enhance 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.