{"repo":"metauto-ai/GPTSwarm","free":true,"listed":false,"github":"https://github.com/metauto-ai/GPTSwarm","clone":"git clone https://github.com/metauto-ai/GPTSwarm.git","description":"🐝 The First Self-Improving agents with RL / Prompting Optimization","language":"Python","stars":1036,"topics":["agent","ai","gpt","python","reinforcement-learning","self-improvement","swarm-intelligence","multi-agent","society-of-mind"],"license":"MIT","category":"ai-agents","readme_excerpt":"🐝 GPTSwarm is a graph-based framework for LLM-based agents, providing two high-level features: It lets you build LLM-based agents from graphs. It enables the customized and automatic self-organization of agent swarms with self-improvement capabilities. About GPTSwarm At a granular level, GPTSwarm is a library that includes the following components: Module Description ---- --- swarm.environment Domain-specific operations, agents, tools, and tasks swarm.graph Graph-related functions for creating and executing agent graphs and swarm composite graphs swarm.llm Interface for selecting LLM backends and calculating their operational costs swarm.memory Index-based memory swarm.optimizer Optimization algorithms designed to enhance agent performance and overall swarm efficiency Visualizations of the graphs News 😎 [10/12] Respect 🐝 OpenAI's Swarm, but 🐝 GPTSwarm is the better option if consider the 🐝 Swarm Intelligence 🐝. 🔥 [08/07] Mingchen attended an invited seminar with Shanghai AI Lab. 🔥 [07/25] Louis and Francesco gave the oral presentation in ICML 2024. 🔥 [07/17] Mingchen introduced GPTSwarm to Meta. 🔥 [07/05] Mingchen gave an invited talk to WAIC. 🔥 [06/21] Mingchen gave an invited talk to IA-CAS. 🔥 [06/20] Dmitrii gave an invited talk to Sberbank. 🔥 [06/03] SDAIA invited GPTSwarm team (Wenyi, Francesco, Dmitrii) for a 5 hour seminar. 🔥 [06/02] GPTSwarm has been selected as Oral Presentation (top 1.5%, 144 in 9,473) by ICML2024! Congratulation! 🔥 [05/01] GPTSwarm h","default_branch":null,"files":null,"tree":[],"storefront":"/r/metauto-ai","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/metauto-ai/GPTSwarm/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}