GPTSwarm
Active·★ 1.0k·MIT·Updated 2026-02-05
★ Trending
🐝 The First Self-Improving Agentic Solution
GPTSwarm is a graph-based framework for building LLM-based agents. It facilitates the customized and automatic self-organization of agent swarms with self-improvement capabilities.
#LLM Agents#Graph Framework#Swarm Intelligence#Multi-Agent Systems#AI Optimization#Data Analysis
01
Features
01Graph-based LLM agent construction.
02Customizable and automatic self-organization of agent swarms.
03Self-improvement capabilities for agent swarms.
04Modular library for environment, graph, LLM interface, memory, and optimization.
05Optimization of inter-agent connections for performance improvement.
02
Compatibility
OpenAI
Supported
Verified via docs
LM Studio
Supported
Verified via docs
Bing API
Supported
Verified via docs
Search API
Supported
Verified via docs
Google API
Supported
Verified via docs
03
Quick start
1
$ pip install gptswarm
04
Use cases
↳Complex question answering using agent swarms.
↳Multi-modal analysis and summarization (e.g., image analysis).
↳Research and experimentation with LLM agent architectures and optimization.
05
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