GPTSwarm
Visit Website
About
GPTSwarm is an open-source framework that models language model-based agents as computational graphs, enabling the construction and optimization of collaborative AI systems. Each node within the graph represents a specific function, such as processing multimodal data or querying other language models, while edges define the information flow between operations and agents. This modular approach allows for the recursive combination of graphs into larger composite structures, facilitating hierarchies of inter-agent collaboration. GPTSwarm introduces automatic graph optimizers that refine node-level prompts and improve agent orchestration by adjusting graph connectivity, streamlining the development and enhancement of diverse language model agents.
Features
- Graph-Based Agent Construction: Build language model agents using a modular graph representation.
- Automatic Graph Optimization: Enhance agent performance through node and edge optimization techniques.
- Hierarchical Collaboration: Combine agents into composite graphs to model complex inter-agent interactions.
- Open-Source Framework: Access and contribute to the development of the platform.