GanttPRO
AgentSwarms is a hands-on playground for learning agentic AI, offering 8 learning tracks, 50+ lessons, and 50+ runnable agents and swarms. It emphasizes learning by building, covering concepts such as ReAct, Reflexion, Graph RAG, and text-to-SQL. The platform includes 97 notebooks, 21 interactive decks, and 25 build-along labs, enabling users to open, fork, and modify agents in the browser. The platform provides a collection of free tools for data and context, prompting and guardrails, architecture and cost, and security. These include URL to LLM-ready markdown converter, RAG document chunking visualizer, GraphRAG knowledge triplet extractor, LLM-as-a-judge prompt builder, prompt injection tester, and multi-agent token cost calculator. It also offers runnable templates for operations, market research, and code shipping workflows. AgentSwarms supports voice agents with one-click setup, allowing users to speak to agents that transcribe, think with tools and guardrails, and respond by voice. It also provides an open-source self-hosted option for deploying a unified AI and BI platform, including agents, RAG, evals, and BI. The service is free during beta with generous AI usage credit and no credit card required.
- Category
- AI/ML
- Pricing
- Freemium
Problem solved
AgentSwarms addresses the gap between theoretical knowledge and practical implementation in agentic AI by offering an interactive environment where learners can run, modify, and build multi-agent systems without complex setup.
Use cases
- Learn agentic AI through guided tracks and hands-on lessons
- Run and fork pre-built multi-agent systems using industry templates
- Build voice-enabled AI agents with speech-to-speech interaction
- Use free tools for RAG, prompt engineering, and security testing
- Self-host a unified AI and BI platform with agents, RAG, and evals
- Prepare for AI engineering interviews with curated questions
Audience
- Developers
- ML Engineers
- Data Scientists
- Researchers
- Hobbyists
Pros
- Extensive hands-on curriculum with 50+ lessons and runnable agents
- No sign-up required and free during beta
- Includes ready-to-run multi-agent templates for real industry use cases
- Provides voice agent capabilities out of the box
- Open-source self-hosted option available
Cons
- Still in beta; may have limited stability or support
- Focused on technical learners; not suitable for non-developers
- Requires understanding of AI/ML concepts to fully benefit
- May have usage limits on free tier (generous but finite)
- Self-hosting may require significant infrastructure setup
Official website: https://agentswarms.fyi/
Canonical LambdaBase page: https://www.lambdabase.com/tools/ganttpro