metauto-ai/GPTSwarm
A graph-based framework for creating LLM-based agents that self-organize into swarms and improve through reinforcement learning.
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GPTSwarm provides a library for building LLM-based agents from graph structures, enabling multi-agent swarm orchestration with self-improvement capabilities. It includes modules for domain-specific environments and tools, graph-based agent execution, LLM backend selection, index-based memory, and optimization algorithms that enhance agent performance and swarm efficiency.
Frequently asked
- What is metauto-ai/GPTSwarm?
- A graph-based framework for creating LLM-based agents that self-organize into swarms and improve through reinforcement learning.
- Is GPTSwarm open source?
- Yes — metauto-ai/GPTSwarm is open source, released under the MIT license.
- What language is GPTSwarm written in?
- metauto-ai/GPTSwarm is primarily written in Python.
- How popular is GPTSwarm?
- metauto-ai/GPTSwarm has 1k stars on GitHub.
- Where can I find GPTSwarm?
- metauto-ai/GPTSwarm is on GitHub at https://github.com/metauto-ai/GPTSwarm.