A compilation of the best multi-agent papers

Swarming algorithms like PSO, Ant Colony, Sakana, and more in PyTorch 😊

The Agent Marketplace

tickr-agent is an enterprise-ready, scalable Python library for building swarms of financial agents that conduct comprehensive stock analysis and produce insights.

A vast array of examples for the enterprise-grade and production-ready swarms framework.

A powerful, lightweight Python library for automated file reading and content extraction. Doc Master simplifies the process of reading various file formats into string representations, making it perfect for data processing, content analysis, and document management systems.

Build your dream AI agent swarm with enterprise-grade reliability and scalability. This repository contains our official specification template for custom swarm development using the powerful Swarms Framework.