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The Multi-Agent Orchestration feature in Axoma allows you to build sophisticated applications by composing multiple, distinct AI agent instances into a collaborative system. This approach enhances development, maintenance, and reasoning compared to building a single, monolithic agent. Axoma A Multi-Agent System is an application where several agents, often arranged hierarchically or sequentially, collaborate to achieve a shared objective. Axoma supports two primary coordination models for these systems: Sequential and Coordinator.

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Creating a New Multi-Agent System

Axoma
  1. Navigate to the Agent Studio section in the left-hand menu and select Multi-Agent Orchestration.
  2. Click the + Create New button (top right).
  3. A dialog will appear prompting you to define the new multi-agent system.
  4. Enter details:
    • Name: A unique, descriptive name for your multi-agent system (e.g., “CustomerSupportFlow”).
    • Description: A brief explanation of the system’s purpose.
  5. Select a Multi-agent template: Choose the coordination model that best suits your application’s needs:
    • Sequential: Select this for pipeline-like workflows where agents operate in a fixed, linear order.
    • Coordinator: Select this for dynamic, complex workflows where a dedicated agent manages and delegates tasks to specialized sub-agents.
  6. Click Create.

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Sequential Setup

In a Sequential Setup, agents execute tasks in a defined, linear order. The output or result of one agent automatically becomes the input for the next agent in the sequence. Best for: Pipeline workflows (e.g., Data Processing → Analysis → Reporting), specialized step-by-step processes. Example: TranscriberAgent → TranslatorAgent → SendEmailAgent. Axoma

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Building the Sequential Flow

  • After selecting the Sequential template, you will be taken to the orchestration canvas (similar to ma4.png).
  • Your flow begins with a multi agent, which represents the system’s entry point.
  • Click the + button or drag-and-drop an agent from the library (if available) to add agents to the sequence.
  • Connect Agents: Agents are automatically connected in a linear fashion.
  • Configure: Click on each agent node to configure its specific settings, model, and tools.
  • Finalize: The sequence can end with an agent that produces the final output.
  • Click Update to save the changes or Publish to make the multi-agent system active.

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Coordinator Setup

In a Coordinator Setup, a dedicated Coordinator Agent manages and orchestrates the interactions between multiple specialized sub-agents. The coordinator delegates subtasks, aggregates results from sub-agents, and maintains global context. Best for: Dynamic, conversational, or parallel collaboration patterns where agents handle separate concerns that contribute to a unified outcome. Axoma

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Building the Coordinator Flow

  • After selecting the Coordinator template, you will be taken to the orchestration canvas.
  • The flow starts with the primary Coordinator Agent.
  • Add Sub-Agents: Drag and drop or add specialized agents that the Coordinator will utilize.
  • Define Control Flow: The flow diagram visually represents how the Coordinator interacts with its sub-agents. In this structure, the Coordinator dynamically calls upon the appropriate sub-agent based on the input and the overall task.
  • Configure: Ensure each agent and the Coordinator itself are configured with the necessary tools, context, and logic to perform their respective roles.
Click Update to save the changes or Publish to make the multi-agent system active.