Multi-Agent Workflow

A Multi-Agent Workflow is a multi-agent system orchestration pattern that coordinates specialized agents through structured processes to accomplish complex tasks requiring collaborative execution.

• AKA: Collaborative Agent Workflow, Agent Orchestration Pattern, Multi-Agent Process Flow.
• Context:
  • It can typically implement Multi-Agent Workflow Agent Role Specialization with multi-agent workflow planner agents, multi-agent workflow retriever agents, and multi-agent workflow executor agents performing multi-agent workflow distinct functions.
  • It can typically coordinate Multi-Agent Workflow Task Decomposition breaking multi-agent workflow complex objectives into multi-agent workflow manageable subtasks for multi-agent workflow specialized agents.
  • It can typically manage Multi-Agent Workflow Agent Communication through multi-agent workflow message passing and multi-agent workflow state sharing between multi-agent workflow workflow participants.
  • It can typically handle Multi-Agent Workflow Outcome Integration combining multi-agent workflow individual agent results into multi-agent workflow coherent output.
  • It can typically provide Multi-Agent Workflow Quality Control through multi-agent workflow critic agents and multi-agent workflow validation steps ensuring multi-agent workflow result quality.
  • It can often enable Multi-Agent Workflow Dynamic Adaptation adjusting multi-agent workflow agent assignments based on multi-agent workflow performance feedback and multi-agent workflow changing requirements.
  • It can often support Multi-Agent Workflow Parallel Processing enabling multi-agent workflow concurrent execution of multi-agent workflow independent subtasks.
  • It can range from being a Sequential Multi-Agent Workflow to being a Parallel Multi-Agent Workflow, depending on its multi-agent workflow execution pattern.
  • It can range from being a Hierarchical Multi-Agent Workflow to being a Peer-to-Peer Multi-Agent Workflow, depending on its multi-agent workflow coordination structure.
  • ...
• Examples:
  • Multi-Agent Workflow Execution Patterns, such as:
    • Multi-Agent Workflow Sequential Pattern following multi-agent workflow step-by-step progression with multi-agent workflow dependency chains.
    • Multi-Agent Workflow Parallel Pattern enabling multi-agent workflow concurrent processing of multi-agent workflow independent tasks.
    • Multi-Agent Workflow Pipeline Pattern organizing multi-agent workflow staged processing with multi-agent workflow intermediate results.
  • Multi-Agent Workflow Agent Types, such as:
    • Multi-Agent Workflow Planner Agent handling multi-agent workflow strategic planning and multi-agent workflow task decomposition.
    • Multi-Agent Workflow Retriever Agent managing multi-agent workflow information acquisition and multi-agent workflow knowledge access.
    • Multi-Agent Workflow Executor Agent performing multi-agent workflow action implementation and multi-agent workflow task execution.
    • Multi-Agent Workflow Critic Agent providing multi-agent workflow quality assessment and multi-agent workflow result validation.
    • Multi-Agent Workflow Manager Agent coordinating multi-agent workflow overall execution and multi-agent workflow resource allocation.
  • Multi-Agent Workflow Application Domains, such as:
    • Multi-Agent Workflow Software Development coordinating multi-agent workflow coding, multi-agent workflow testing, and multi-agent workflow deployment.
    • Multi-Agent Workflow Research Process managing multi-agent workflow literature review, multi-agent workflow analysis, and multi-agent workflow synthesis.
  • ...
• Counter-Examples:
  • Single-Agent Workflow, which uses individual agent processing rather than collaborative coordination.
  • Multi-Agent Development Framework, which provides development tools rather than operational orchestration.
  • Agent Coordination Protocol, which defines communication standards rather than workflow patterns.
• See: Multi-Agent System, Agent Role Specialization, Planner Agent, Retriever Agent, Executor Agent, Multi-Agent Development Framework.

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