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PraisonAI is a production-ready Multi AI Agents framework, designed to create AI Agents to automate and solve problems ranging from simple tasks to complex challenges. It provides a low-code solution to streamline the building and management of multi-agent LLM systems, emphasising simplicity, customisation, and effective human-agent collaboration.
A vast array of examples for the enterprise-grade and production-ready swarms framework.
The Enterprise-Grade Production-Ready Multi-Agent Orchestration Framework in Rust
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.
NewsAgent is an enterprise-grade news aggregation agent designed to fetch, query, and summarize news from multiple sources at scale.
This demo provides an automated loan application that streamlines document submission, verification, underwriting and approval processes.
Box Jump is a co-operative multi-agent reinforcement learning environment!
Build, deploy, and orchestrate AI agents at scale with ease. Swarms API provides a comprehensive suite of endpoints for creating and managing multi-agent systems.
ModelArena: A Competitive Environment for Multi-Agent Training
This project provides a production-grade API to create and manage tokens on the Solana blockchain using the Pump.fun platform. Built with FastAPI, it offers endpoints for creating tokens, buying tokens, and performing both actions together.
Deploy Your Swarm In One Click with FastAPI, Uvicorn, and more ;)
Your Personal Hospital Powered by Swarms.ai
Welcome to the Definitive Beginner's Guide to AI Agents and Multi-Agent Systems! This guide is your gateway to understanding the fundamentals of AI agents, their collaborative capabilities, and how they are transforming industries through sophisticated, enterprise-scale solutions.
ClusterOps is an enterprise-grade Python library developed and maintained by the Swarms Team to help you manage and execute agents on specific CPUs and GPUs across clusters. This tool enables advanced CPU and GPU selection, dynamic task allocation, and resource monitoring, making it ideal for high-performance distributed computing environments.
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.
Effortlessly extract structured data from PDFs and images with Intelligent Document Processing. Convert invoices and contracts into actionable insights. 🐙