Mahilo
Multi-agent human-in-the-loop framework
The original Mahilo — a multi-agent framework that makes it dead simple to build applications where multiple AI agents collaborate with humans in the loop.
Built at a hackathon, Mahilo lets you define agents with different specializations and have them work together on tasks, with humans stepping in where needed. It handles the orchestration, communication between agents, and the human-in-the-loop workflows.
This eventually evolved into mahilo 2.0, which shifts focus from multi-agent apps to inter-agent communication infrastructure.
Architecture
Video demos
And the Realtime API integration:
Blog
Read more about building voice-enabled apps with Mahilo and OpenAI’s Realtime API:
📝 Building a Voice-Enabled Python FastAPI App Using OpenAI’s Realtime API — published on The Deep Hub