Mainframe-Orchestra is a lightweight, open-source python framework for building LLM based pipelines and multi-agent teams
Project description
Orchestra Framework
A symphony of agents working in harmony.
Overview
Orchestra is a lightweight, open-source Python framework for building LLM-based pipelines and multi-agent teams. It implements a unique approach to agent orchestration that goes beyond simple routing, enabling complex workflows.
Key Features
- True Orchestration: Agents can act as both executors and conductors, enabling dynamic task decomposition and coordination among agents
- Phased Task Execution: Reduces cognitive load on LLMs through structured thinking patterns
- Flexible Tool Integration: Simple docstring-based tool definitions without complex JSON schemas
- Robust Streaming: Real-time output streaming with both sync and async support
- Built-in Fallbacks: Graceful handling of LLM failures with configurable fallback chains
Documentation
For detailed documentation, visit orchestra.org
License
Apache License 2.0
Support
- GitHub Issues: Report a bug
- Documentation: Read the docs
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