The Enterprise-Grade Production-Ready Multi-Agent Orchestration Framework. Website: https://swarms.ai

A compilation of the best multi-agent papers

SwarmZero's SDK for building AI agents, swarms of agents and much more.

An open source implementation of LFMs from Liquid AI: Liquid Foundation Models

A easy, reliable, fluid template for python packages complete with docs, testing suites, readme's, github workflows, linting and much much more

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

The Enterprise-Grade Production-Ready Multi-Agent Orchestration Framework in Rust

Implementation of MoE Mamba from the paper: "MoE-Mamba: Efficient Selective State Space Models with Mixture of Experts" in Pytorch and Zeta

My implementation of "Algorithm of Thoughts: Enhancing Exploration of Ideas in Large Language Models"

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

Robot communication and coordination network.

An simple, reliable, and minimal implementation of the AI CoScientist Paper from Google "Towards an AI co-scientist" with Swarms Framework

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

An open source implementation of the paper: "Sequential Diagnosis with Language Models" From Microsoft Built with Swarms Framework

This template demonstrates how to create a collaborative team of AI agents that work together to process, analyze, and generate insights from documents.

Implementation of the text to video model LUMIERE from the paper: "A Space-Time Diffusion Model for Video Generation" by Google Research

Deploy your autonomous agents to production grade environments with 99% Uptime Guarantee, Infinite Scalability, and self-healing.

The next evolution of Agents

A production-grade multi-agent system for comprehensive medical diagnosis and coding using specialized AI agents.

A smaller, lighter-weight version of OpenClaw—natively multi-agent, compiles to Rust, and built on the Swarms framework and Swarms ecosystem. One API, unified messaging across Telegram, Discord, and WhatsApp with optional Claude-powered reasoning.

This repository provides a minimal, single-file implementation of SingLoRA (Single Matrix Low-Rank Adaptation) as described in the paper "SingLoRA: Low Rank Adaptation Using a Single Matrix" by Bensaïd et al.

CryptoAgent is a professional, enterprise-grade solution designed to fetch, analyze, and summarize real-time cryptocurrency data.

Implementation of AutoRT: "AutoRT: Embodied Foundation Models for Large Scale Orchestration of Robotic Agents"

A radically simple, reliable, and high performance template to enable you to quickly get set up building multi-agent applications

Swarms Tools provides a vast array of pre-built tools for your agents, MCP servers, and multi-agent systems.

Implementation of the "the first large-scale multimodal mixture of experts models." from the paper: "Multimodal Contrastive Learning with LIMoE: the Language-Image Mixture of Experts"

AthenaOS is a next generation AI-native operating system managed by Swarms of AI Agents

Storage server for Oxen Service Nodes

Welcome to FluidAPI, it's a framework that allows you to interact with APIs using natural language. No more JSON, headers, or complex formats simply describe your request in plain English, and FluidAPI will do the rest.

PARL (Parallel-Agent Reinforcement Learning) is a training paradigm that teaches models to decompose complex tasks into parallel subtasks and coordinate multiple agents simultaneously.