swarms
Basic Information
Swarms is an open source framework and research project for orchestrating cooperative collections of language model agents. The repository provides a Python package and example code to instantiate a Swarms class, supply an OpenAI API key, define natural-language objectives, and run coordinated multi-agent workflows via methods such as run_swarms. The README emphasizes a vision of LLMs acting like a communicating swarm to improve planning, decomposition, reflection, memory, tool use, and inter-agent communication. Installation is supported via pip or by cloning the repository and installing requirements. The project is presented by Agora and includes a roadmap, bounty program, and planned integrations such as FastAPI endpoints, a Gradio conversational UI, vector database support, multi-agent debate frameworks, and tool chains for code generation and multimodal context gathering.
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