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Evan Mattson
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* Move orchestrations to dedicated package * Merge main * Fix markdown links * Fix links
89 lines
1.9 KiB
Markdown
89 lines
1.9 KiB
Markdown
# Agent Framework Orchestrations
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Orchestration patterns for Microsoft Agent Framework. This package provides high-level builders for common multi-agent workflow patterns.
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## Installation
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```bash
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pip install agent-framework-orchestrations
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```
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## Orchestration Patterns
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### SequentialBuilder
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Chain agents/executors in sequence, passing conversation context along:
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```python
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from agent_framework_orchestrations import SequentialBuilder
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workflow = SequentialBuilder().participants([agent1, agent2, agent3]).build()
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```
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### ConcurrentBuilder
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Fan-out to multiple agents in parallel, then aggregate results:
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```python
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from agent_framework_orchestrations import ConcurrentBuilder
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workflow = ConcurrentBuilder().participants([agent1, agent2, agent3]).build()
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```
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### HandoffBuilder
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Decentralized agent routing where agents decide handoff targets:
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```python
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from agent_framework_orchestrations import HandoffBuilder
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workflow = (
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HandoffBuilder()
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.participants([triage, billing, support])
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.with_start_agent(triage)
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.build()
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)
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```
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### GroupChatBuilder
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Orchestrator-directed multi-agent conversations:
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```python
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from agent_framework_orchestrations import GroupChatBuilder
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workflow = (
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GroupChatBuilder()
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.with_orchestrator(selection_func=my_selector)
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.participants([agent1, agent2])
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.build()
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)
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```
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### MagenticBuilder
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Sophisticated multi-agent orchestration using the Magentic One pattern:
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```python
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from agent_framework_orchestrations import MagenticBuilder
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workflow = (
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MagenticBuilder()
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.participants([researcher, writer, reviewer])
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.with_manager(agent=manager_agent)
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.build()
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)
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```
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## Usage with agent_framework
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You can also import orchestrations through the main agent_framework package:
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```python
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from agent_framework.orchestrations import SequentialBuilder, ConcurrentBuilder
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```
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## Documentation
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For more information, see the [Agent Framework documentation](https://aka.ms/agent-framework).
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