feat(beaver): 完成Task Team功能v1实现,重构后端架构支持统一内核
新增内部Task系统,包括验证、反馈门控机制,实现自动质量验证 (通过率>=0.75)和用户反馈闭环(satisfied/revise/abandon)。 实现Agent Team v1协调器,支持sequence/parallel/dag执行策略, sub-agent复用主AgentLoop,每个run使用独立memory snapshot。 建立Skill学习pipeline,包含draft/审核/发布/回滚完整生命周期, 通过Task验证通过且用户满意才生成学习候选。 重构目录结构,移除third_party依赖,建立统一engine内核, 所有agent共享运行时基础组件。 更新ContextBuilder清理provider消息字段,增强SkillContext版本管理, 集成TaskExecutionPlanner和TaskSkillResolver实现技能解析机制。
This commit is contained in:
@ -7,11 +7,23 @@ from dataclasses import dataclass, field
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from pathlib import Path
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from typing import Callable
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from beaver.coordinator.registry import AgentRegistry
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from beaver.engine.context import ContextBuilder
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from beaver.engine.session import SessionManager
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from beaver.foundation.config import BeaverConfig, load_config
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from beaver.memory.curated.store import MemoryStore
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from beaver.memory.runs import RunMemoryStore
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from beaver.memory.skills import SkillLearningStore
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from beaver.services.memory_service import MemoryService
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from beaver.skills.drafts import DraftService
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from beaver.skills.learning import EvidenceSelector, SkillDraftSynthesizer, SkillLearningPipelineService, SkillLearningService
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from beaver.skills.learning.safety import SkillDraftSafetyChecker
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from beaver.skills.learning.eval import SkillDraftEvaluator
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from beaver.skills.publisher import SkillPublisher
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from beaver.skills.reviews import ReviewService
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from beaver.skills.specs import SkillSpecStore
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from beaver.tasks import TaskExecutionPlanner, TaskService, ValidationService
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from beaver.tasks.skill_resolver import TaskSkillResolver
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from beaver.skills import SkillAssembler, SkillsLoader
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from beaver.tools import ObjectBackedTool, ToolAssembler, ToolExecutor, ToolRegistry
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from beaver.tools.builtins import (
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@ -45,12 +57,25 @@ class EngineLoadResult:
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session_manager: SessionManager | None = None
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curated_memory_store: MemoryStore | None = None
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memory_service: MemoryService | None = None
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run_memory_store: RunMemoryStore | None = None
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skill_learning_store: SkillLearningStore | None = None
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tool_registry: ToolRegistry | None = None
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tool_assembler: ToolAssembler | None = None
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tool_executor: ToolExecutor | None = None
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context_builder: ContextBuilder | None = None
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skills_loader: SkillsLoader | None = None
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skill_assembler: SkillAssembler | None = None
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skill_spec_store: SkillSpecStore | None = None
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draft_service: DraftService | None = None
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review_service: ReviewService | None = None
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skill_publisher: SkillPublisher | None = None
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skill_learning_service: SkillLearningService | None = None
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skill_learning_pipeline: SkillLearningPipelineService | None = None
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agent_registry: AgentRegistry | None = None
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task_skill_resolver: TaskSkillResolver | None = None
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task_service: TaskService | None = None
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task_execution_planner: TaskExecutionPlanner | None = None
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validation_service: ValidationService | None = None
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closeables: list[tuple[str, Callable[[], None]]] = field(default_factory=list, repr=False)
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closed: bool = False
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@ -106,11 +131,24 @@ class EngineLoader:
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session_manager: SessionManager | None = None,
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curated_memory_store: MemoryStore | None = None,
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memory_service: MemoryService | None = None,
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run_memory_store: RunMemoryStore | None = None,
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skill_learning_store: SkillLearningStore | None = None,
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tool_registry: ToolRegistry | None = None,
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tool_assembler: ToolAssembler | None = None,
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context_builder: ContextBuilder | None = None,
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skills_loader: SkillsLoader | None = None,
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skill_assembler: SkillAssembler | None = None,
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skill_spec_store: SkillSpecStore | None = None,
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draft_service: DraftService | None = None,
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review_service: ReviewService | None = None,
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skill_publisher: SkillPublisher | None = None,
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skill_learning_service: SkillLearningService | None = None,
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skill_learning_pipeline: SkillLearningPipelineService | None = None,
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agent_registry: AgentRegistry | None = None,
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task_skill_resolver: TaskSkillResolver | None = None,
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task_service: TaskService | None = None,
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task_execution_planner: TaskExecutionPlanner | None = None,
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validation_service: ValidationService | None = None,
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) -> None:
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self.config = config or load_config(workspace=workspace, config_path=config_path)
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configured_workspace = self.config.agents_defaults.workspace
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@ -119,11 +157,24 @@ class EngineLoader:
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self._session_manager = session_manager
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self._curated_memory_store = curated_memory_store
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self._memory_service = memory_service
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self._run_memory_store = run_memory_store
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self._skill_learning_store = skill_learning_store
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self._tool_registry = tool_registry
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self._tool_assembler = tool_assembler
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self._context_builder = context_builder
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self._skills_loader = skills_loader
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self._skill_assembler = skill_assembler
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self._skill_spec_store = skill_spec_store
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self._draft_service = draft_service
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self._review_service = review_service
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self._skill_publisher = skill_publisher
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self._skill_learning_service = skill_learning_service
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self._skill_learning_pipeline = skill_learning_pipeline
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self._agent_registry = agent_registry
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self._task_skill_resolver = task_skill_resolver
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self._task_service = task_service
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self._task_execution_planner = task_execution_planner
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self._validation_service = validation_service
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def load(self) -> EngineLoadResult:
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"""装配当前主链需要的最小 runtime 对象。"""
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@ -135,9 +186,12 @@ class EngineLoader:
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curated_memory_store = self._curated_memory_store or MemoryStore(curated_root)
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memory_service = self._memory_service or MemoryService(curated_root, store=curated_memory_store)
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memory_service.initialize()
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run_memory_store = self._run_memory_store or RunMemoryStore(workspace / "memory" / "runs")
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skill_learning_store = self._skill_learning_store or SkillLearningStore(workspace / "memory" / "skills")
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tool_registry = self._tool_registry or ToolRegistry()
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skills_loader = self._skills_loader or SkillsLoader(workspace)
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skill_spec_store = self._skill_spec_store or SkillSpecStore(workspace)
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skills_loader = self._skills_loader or SkillsLoader(workspace, skill_store=skill_spec_store)
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if self._tool_registry is None:
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# 这里先注册最小工具集,满足主链的 tool loop。
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tool_registry.register_many(
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@ -156,6 +210,36 @@ class EngineLoader:
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tool_assembler = self._tool_assembler or ToolAssembler()
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tool_executor = ToolExecutor(tool_registry)
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skill_assembler = self._skill_assembler or SkillAssembler(skills_loader)
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draft_service = self._draft_service or DraftService(skill_spec_store)
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review_service = self._review_service or ReviewService(skill_spec_store)
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skill_publisher = self._skill_publisher or SkillPublisher(skill_spec_store)
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evidence_selector = EvidenceSelector(run_memory_store, session_manager=session_manager)
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skill_learning_service = self._skill_learning_service or SkillLearningService(
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run_store=run_memory_store,
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learning_store=skill_learning_store,
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draft_service=draft_service,
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evidence_selector=evidence_selector,
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synthesizer=SkillDraftSynthesizer(),
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)
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skill_learning_pipeline = self._skill_learning_pipeline or SkillLearningPipelineService(
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learning_store=skill_learning_store,
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learning_service=skill_learning_service,
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draft_service=draft_service,
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review_service=review_service,
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publisher=skill_publisher,
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safety_checker=SkillDraftSafetyChecker(
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allowed_tool_names={spec.name for spec in tool_registry.list_specs()}
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),
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evaluator=SkillDraftEvaluator(run_memory_store),
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)
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agent_registry = self._agent_registry or AgentRegistry(workspace)
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task_skill_resolver = self._task_skill_resolver or TaskSkillResolver(
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skills_loader=skills_loader,
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draft_service=draft_service,
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)
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task_service = self._task_service or TaskService(workspace / "tasks")
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task_execution_planner = self._task_execution_planner or TaskExecutionPlanner(task_skill_resolver=task_skill_resolver)
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validation_service = self._validation_service or ValidationService()
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result = EngineLoadResult(
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workspace=workspace,
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@ -167,12 +251,25 @@ class EngineLoader:
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session_manager=session_manager,
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curated_memory_store=memory_service.get_store(),
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memory_service=memory_service,
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run_memory_store=run_memory_store,
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skill_learning_store=skill_learning_store,
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tool_registry=tool_registry,
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tool_assembler=tool_assembler,
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tool_executor=tool_executor,
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context_builder=context_builder,
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skills_loader=skills_loader,
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skill_assembler=skill_assembler,
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skill_spec_store=skill_spec_store,
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draft_service=draft_service,
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review_service=review_service,
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skill_publisher=skill_publisher,
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skill_learning_service=skill_learning_service,
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skill_learning_pipeline=skill_learning_pipeline,
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agent_registry=agent_registry,
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task_skill_resolver=task_skill_resolver,
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task_service=task_service,
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task_execution_planner=task_execution_planner,
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validation_service=validation_service,
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)
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if self._session_manager is None:
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result.register_closeable("session_manager", session_manager.close)
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