Production-ready Toolkit
for AI Agents
Build intelligent agents with ease. Powerful SDK with pre-built components, seamless integrations, and production-ready tools.
Core Framework
Minimal abstractions. Maximum power.
Minimal Abstractions
Simple by design
Start with just few lines of code. As you grow, Agent, Tool, Handoff, Guardrail, and Runner provide a complete foundation for any AI system you can imagine.
Provider Agnostic
20+ model vendors
Unified interface covering OpenAI, Anthropic, Google, local models, and all major modalities. Switch providers with a single line change using ModelBox bridge.
Auto-Iteration
Built-in agent loop
Agents automatically iterate until tasks are complete. Just define the goal and let the framework handle execution.
Multi-Agent
Dynamic handoffs
Seamless delegation to specialized sub-agents. Build complex workflows spanning single agents, teams, and hierarchical agent organizations.
Agent Monitor
Ultra-lightweight runtime
Ultra-Light
Microsecond startup
Kilobyte-scale memory footprint with lightning-fast initialization. Perfect for large scale and serverless deployments environments.
Production Ready
Enterprise-grade safety and observability.
Native Tracing
Real-time monitoring
Built-in tracing that streams logs to OpenAI and ModelBox Dashboard. Track agent reasoning, tool usage, and performance metrics in real-time.
OpenAI Native
First-class integration
Official services integration: search, retrieval, voice, and more.
Guardrails
Type-safe validation
Input validation and type-safe outputs with built-in guardrail layer.
Memory & RAG
Built-in intelligence
Memory store, session management, and agentic RAG toolkit. Rich reasoning utilities with chain-of-thought orchestration for complex problem solving.