Practice Labs

Interactive coding environments to build and test your AI agents. Launch a sandbox and start experimenting in seconds.

RAG Evaluation Arena
Python
Online
Intermediate
89 online

RAG Evaluation Arena

Upload your own documents and benchmark different retrieval strategies (Dense vs Sparse).

Prompt Engineering Sandbox
Python
Online
Beginner
124 online

Prompt Engineering Sandbox

Test and iterate on system prompts with instant feedback from multiple LLM providers.

Multi-Agent Swarm Simulator
Node.js
Maintenance
Advanced

Multi-Agent Swarm Simulator

Visualize communication patterns between 5+ autonomous agents in a closed environment.

AI Agent Chatbot
Node.js
Online
Beginner
156 online

AI Agent Chatbot

Build a chatbot with tool-calling capabilities. Learn the Agent Loop pattern: LLM → Tool Call → Result → Response.