Home

Echo

Multi-agent orchestration framework (Personal R&D project)

PERSONAL PROJECT — R&D
<Echo> Multi-agent orchestration framework designed to turn business objectives into executable technical tasks, using open-source language models running locally.
> Designed a hierarchical agent architecture: orchestration, task decomposition, specialized agents and execution.
> Built a recursive task-decomposition and validation system, run before execution.
> Integrated a RAG system with context management.
> Dynamic management of agent resources and lifecycle in a local environment.
> 100% local execution, with no dependency on external APIs.
STACK:
RubyOllamaLlama 3.1Code Llamanomic-embed-text

© 2026 Eliott Soirot