feat(standalone): 新增单机模式,KILOSTAR_MODE=standalone 时去掉 Ray 依赖
通过 StandaloneProxy 适配层让 .remote() 调用在单机模式下透明降级为 asyncio 协程调用,7 个 Actor 和 workflow task 均可在纯 asyncio 环境运行, 启动快、资源占用低。分布式模式行为完全不变。 Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
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@@ -12,8 +12,8 @@
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# See the License for the specific language governing permissions and
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# limitations under the License.
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import ray
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from pydantic_ai import Agent, RunContext
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from kilostar.utils.standalone_proxy import actor_class
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from kilostar.core.global_state_machine.global_state_machine import GlobalStateMachine
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from kilostar.core.global_state_machine.model_provider.base_provider import Provider
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from kilostar.adapter.model_adapter.agent_factory import AgentFactory
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@@ -25,7 +25,7 @@ from kilostar.core.individual.control_node.template import (
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from kilostar.utils.i18n import agent_prompt
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@ray.remote
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@actor_class
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class ControlNode:
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"""ControlNode(控制节点):工作流中具体子任务的执行 Actor。
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