Multi-Agent Orchestrator
Flexible framework for managing multiple AI agents and handling complex conversations
🛡️ AgentReady threat assessment
MAESTRO 7-layer threat model + OWASP AIVSS risk score for Multi-Agent Orchestrator, derived from its capabilities.
These scores are auto-generated from public information (the agent's own listing, docs, and repository) using the canonical OWASP AIVSS formula and the MAESTRO framework — an estimate for guidance, not a penetration test, audit, or certification. See the scoring methodology — every score is re-derived by the same automated method as an agent's public evidence changes.
Overview
The Multi-Agent Orchestrator is an AWS-developed framework designed to manage multiple AI agents and orchestrate complex conversations. It intelligently routes queries to the most suitable agent, maintains conversational context, and integrates with various environments. The system supports both streaming and non-streaming responses, offering pre-built components for quick deployment while allowing easy integration of custom agents
Key features and capabilities
- Intelligent intent classification for dynamic query routing
- Dual language support (Python and TypeScript)
- Flexible agent responses (streaming and non-streaming)
- Context management across multiple agents
- Extensible architecture for easy integration of new agents
- Universal deployment (AWS Lambda, local environment, cloud platforms)
- Pre-built agents and classifiers
Use cases
- Complex multi-turn conversations across diverse topics
- Customer support automation with specialized agents
- E-commerce support systems
- Multilingual chatbots
- Voice-based interactions using Amazon Connect and Lex
- Travel and booking assistance
- Weather information retrieval
- Restaurant recommendations
- Mathematical problem-solving
- Technical and health-related queries