AgentSwarms

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About AgentSwarms

AgentSwarms provides a hands-on environment for learning and experimenting with agentic AI. The platform offers over 50 lessons paired with 50 runnable agents and swarms, covering topics such as ReAct, Reflexion, Graph RAG, and text-to-SQL. Users can open, fork, and modify agents directly in the browser without requiring setup or API keys. The curriculum spans from foundational concepts to advanced multi-agent systems, with interactive notebooks, decks, and build-along labs. The platform includes tools for data processing, prompting, guardrails, architecture visualization, and cost calculation, supporting both learning and proof-of-concept development. It also features a visual Agent Builder and drag-and-drop swarm canvas for prototyping agent workflows with guardrails, tools, memory, and human-in-the-loop approvals.

Key features

50+ runnable agents and swarms
Visual Agent Builder and swarm canvas
Interactive notebooks and build-along labs
Data processing and RAG tools
Prompting and guardrail utilities
Multi-agent token cost calculator
Voice agent integration with speech-to-speech loop
Embeddable agents and swarms for websites

Use cases

Learning agentic AI through hands-on building
Prototyping multi-agent systems for research or POCs
Embedding AI agents into websites for customer support or task automation

Pros

Browser-based with no local setup required
50+ interactive lessons and runnable agents
Visual Agent Builder and swarm canvas for prototyping
Free during beta with generous AI usage credit
Supports multi-agent systems and complex workflows

Cons

Not intended as a production runtime
Limited to browser-based interaction
AI usage credit may be constrained during high demand
Pricing model not yet finalized post-beta

Frequently asked questions about AgentSwarms

What is AgentSwarms and what does it do?

AgentSwarms is a hands-on learning and experimentation platform for agentic AI. It provides interactive lessons, runnable agents, and swarms that users can open, fork, and modify directly in the browser without requiring setup or API keys.

Who is AgentSwarms designed for?

The platform is designed for learners and developers who want to understand and build agentic AI systems. It suits both beginners looking to grasp foundational concepts and advanced users prototyping multi-agent workflows.

How does AgentSwarms handle pricing and usage?

AgentSwarms offers free usage during its beta period, including generous AI usage credits. No credit card is required to start, and model calls are billed against the user's usage cap.

Can I integrate AgentSwarms with other tools or platforms?

Yes, users can embed agents or swarms into external websites using iframes with domain-locked API keys. The platform also supports exporting agents in various frameworks for use in different environments.

What are some key features of AgentSwarms?

Key features include a visual Agent Builder, drag-and-drop swarm canvas, interactive notebooks, guardrails, memory systems, and tools for data processing, prompting, and cost calculation.

How do I get started with AgentSwarms?

Users can start by visiting the platform's website and opening any of the 50+ lessons paired with runnable agents or swarms. No sign-up is required to begin learning and experimenting.