haive.agents.supervisor.dynamic.dynamic_multi_agent
===================================================

.. py:module:: haive.agents.supervisor.dynamic.dynamic_multi_agent

.. autoapi-nested-parse::

   Dynamic Multi-Agent Supervisor with Dynamic Execution Pattern.

   This implementation integrates with the MultiAgent base class and uses
   dynamic agent execution without graph rebuilding.



Classes
-------

.. autoapisummary::

   haive.agents.supervisor.dynamic.dynamic_multi_agent.DynamicMultiAgent


Functions
---------

.. autoapisummary::

   haive.agents.supervisor.dynamic.dynamic_multi_agent.create_dynamic_multi_agent


Module Contents
---------------

.. py:class:: DynamicMultiAgent

   Bases: :py:obj:`haive.agents.multi.agent.MultiAgent`


   Multi-agent system with dynamic agent execution capabilities.

   This extends MultiAgent to support:
   - Dynamic agent registration/unregistration at runtime
   - No graph rebuilding - uses executor pattern
   - Proper state extraction per agent schema
   - Agent capability-based routing
   - Performance tracking and selection


   .. py:method:: build_graph()

      Build dynamic multi-agent graph with executor pattern.



   .. py:method:: get_agent_capabilities()

      Get all agent capabilities.



   .. py:method:: get_agent_performance(agent_name = None)

      Get performance metrics for agent(s).



   .. py:method:: get_execution_history(limit = None)

      Get execution history.



   .. py:method:: register_agent_dynamically(agent, capability = None, agent_name = None)

      Register a new agent dynamically at runtime.

      :param agent: The agent to register
      :param capability: Description of agent capabilities
      :param agent_name: Optional name override

      :returns: Success status



   .. py:method:: setup_agent()

      Set up the dynamic multi-agent system.



   .. py:method:: unregister_agent_dynamically(agent_name)

      Unregister an agent dynamically.

      :param agent_name: Name of agent to remove

      :returns: Success status



.. py:function:: create_dynamic_multi_agent(agents, name = 'DynamicMultiAgent', **kwargs)

   Create a dynamic multi-agent system.

   :param agents: List of agents to include
   :param name: Name for the multi-agent system
   :param \*\*kwargs: Additional configuration

   :returns: DynamicMultiAgent instance