mirror of
https://github.com/microsoft/agent-framework.git
synced 2026-06-16 21:04:09 +08:00
Copilot
5d355ac507
* Initial plan * Fix context_provider parameter name bug and add test Co-authored-by: markwallace-microsoft <127216156+markwallace-microsoft@users.noreply.github.com> * Improve context_provider test to directly check cloned agent Co-authored-by: markwallace-microsoft <127216156+markwallace-microsoft@users.noreply.github.com> * Improve test based on code review feedback Co-authored-by: markwallace-microsoft <127216156+markwallace-microsoft@users.noreply.github.com> * Remove unused events variable in test_context_provider_preserved_during_handoff Co-authored-by: markwallace-microsoft <127216156+markwallace-microsoft@users.noreply.github.com> * Fix formatting: remove trailing whitespace from test_handoff.py Co-authored-by: markwallace-microsoft <127216156+markwallace-microsoft@users.noreply.github.com> --------- Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com> Co-authored-by: markwallace-microsoft <127216156+markwallace-microsoft@users.noreply.github.com>
5d355ac507
ยท
2026-02-06 23:23:45 +00:00
History
Agent Framework Orchestrations
Orchestration patterns for Microsoft Agent Framework. This package provides high-level builders for common multi-agent workflow patterns.
Installation
pip install agent-framework-orchestrations
Orchestration Patterns
SequentialBuilder
Chain agents/executors in sequence, passing conversation context along:
from agent_framework_orchestrations import SequentialBuilder
workflow = SequentialBuilder().participants([agent1, agent2, agent3]).build()
ConcurrentBuilder
Fan-out to multiple agents in parallel, then aggregate results:
from agent_framework_orchestrations import ConcurrentBuilder
workflow = ConcurrentBuilder().participants([agent1, agent2, agent3]).build()
HandoffBuilder
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()
)
GroupChatBuilder
Orchestrator-directed multi-agent conversations:
from agent_framework_orchestrations import GroupChatBuilder
workflow = (
GroupChatBuilder()
.with_orchestrator(selection_func=my_selector)
.participants([agent1, agent2])
.build()
)
MagenticBuilder
Sophisticated multi-agent orchestration using the Magentic One pattern:
from agent_framework_orchestrations import MagenticBuilder
workflow = (
MagenticBuilder()
.participants([researcher, writer, reviewer])
.with_manager(agent=manager_agent)
.build()
)
Usage with agent_framework
You can also import orchestrations through the main agent_framework package:
from agent_framework.orchestrations import SequentialBuilder, ConcurrentBuilder
Documentation
For more information, see the Agent Framework documentation.