Build, Deploy, and Scale Reliable Autonomous Agents
Swarms is a modular framework that enables you to build and orchestrate autonomous agents at scale to automate real-world tasks.
Installation
pip3 install --upgrade swarmsBenefits
Specialized Agents
Vast arrays of special agents for sales, marketing, customer support, and much more.
Reliablity Comes First
Outcomes you want, when you want them, and how you want them.
Scalability
Swarming Architectures like Groupchats, Hierarchical, and the Orchestraor provide the scalability you need to automate hundreds of tasks at once.
Securely Finetuned on your Data
Finetune custom agents on your data to get the results you want.
Automate Browser Tasks
Automate complex workflows that involve multiple steps and multiple applications in the browser.
Generate MultiMedia Content
Generate high-converting multi-media content using text, images, videos, and more.
Any LLM/Model
Deploy LLMs and AI with internal systems using a secure data foundation while maintaining control over AI access. Use commercial or open-source LLMs
Control Your Agents
Monitor and control agents and AI activity, ensuring compliance with laws and regulations. Audit all prompts, outputs, explanations, recommendations, and actions taken for regulatory compliance.
Automate NonLinear Workflows
Define autonomous agents agents to pursue specific, scoped goals or dynamic nonlinear workflows.
Reliable Multi-Modal Agents
Run LLMs and AI securely in real-time, using a strong multi-modal foundation.
Modular Building Blocks
Models. Agents. Tools. Data Loaders. Swarming Architectures. We provide the blocks you need.
Superior Agent Design
Each of our agents are equipped with a base LLM, easily swappable tools, and long term memory providing you with a feature complete agent.
Enterprise Grade
Enterprise grade security, reliability, and scalability. We provide the tools you need to deploy your agents in production.
Post-Human Performance
Our Agents are built on top of the latest AI research with State of the Art performance.
A Fluid Development Experience
Build in seconds and deploy in minutes.
Built on Open Source!
54,000+ Downloads
Swarms powers apps like ComicGen, The Compiler, and dozens of open source projects!
230+ Stars
230+ developers from Google, Ford, and world class organizations
Dozens of Contributors
Dozens of veteran autonomous agent contributors from the open source community!
Swarm Cloud
Deploy and optimize swarms of autonomous agents in the cloud 24/7 automating thousands of real world tasks.