Orchestra

Orchestra is a multi-agent framework designed to manage complex systems by breaking them down into manageable components. It leverages the concept of composability, allowing smaller pieces to be assembled into larger compositions, much like building with Lego bricks. This approach enables agents to tackle tough problems by distributing cognitive load across multiple steps and participants, enhancing clarity and coherence in task execution.

Orchestra's key features include flexible orchestration capabilities, where tools can be assigned to any agent, facilitating hierarchical delegation patterns. The framework includes two primary tools: Conduct and Compose. The Conduct tool allows agents to delegate tasks to other agents, creating complex workflows with ease. The Compose tool offers a higher-level planning layer, enabling agents to create comprehensive plans for complex objectives before executing them.

The app supports modular orchestration patterns, allowing organizations to model complex agent hierarchies and organizational structures. It also facilitates agent communication and coordination, enabling bi-directional communication, context sharing, and collaborative problem-solving. Orchestra's phased execution model separates concerns, reducing cognitive load on large language models (LLMs) and enhancing reliability and predictability in task execution. Additionally, it integrates tools using natural language docstrings, making tool usage more intuitive and accessible for both humans and LLMs.