Orchestration patterns for Microsoft Agent Framework. This package provides high-level builders for common multi-agent workflow patterns.
pip install agent-framework-orchestrationsChain agents/executors in sequence, passing conversation context along:
from agent_framework_orchestrations import SequentialBuilder
workflow = SequentialBuilder().participants([agent1, agent2, agent3]).build()Fan-out to multiple agents in parallel, then aggregate results:
from agent_framework_orchestrations import ConcurrentBuilder
workflow = ConcurrentBuilder().participants([agent1, agent2, agent3]).build()Decentralized agent routing where agents decide handoff targets:
from agent_framework_orchestrations import HandoffBuilder
workflow = (
HandoffBuilder()
.participants([triage, billing, support])
.with_start_agent(triage)
.build()
)Orchestrator-directed multi-agent conversations:
from agent_framework_orchestrations import GroupChatBuilder
workflow = GroupChatBuilder(
participants=[agent1, agent2],
selection_func=my_selector,
).build()Sophisticated multi-agent orchestration using the Magentic One pattern:
from agent_framework_orchestrations import MagenticBuilder
workflow = MagenticBuilder(
participants=[researcher, writer, reviewer],
manager_agent=manager_agent,
).build()You can also import orchestrations through the main agent_framework package:
from agent_framework.orchestrations import SequentialBuilder, ConcurrentBuilderFor more information, see the Agent Framework documentation.