mirror of
https://github.com/crewAIInc/crewAI.git
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c62fb615b1
* feat: Add LLM call events for improved observability - Introduce new LLM call events: LLMCallStartedEvent, LLMCallCompletedEvent, and LLMCallFailedEvent - Emit events for LLM calls and tool calls to provide better tracking and debugging - Add event handling in the LLM class to track call lifecycle - Update event bus to support new LLM-related events - Add test cases to validate LLM event emissions * feat: Add event handling for LLM call lifecycle events - Implement event listeners for LLM call events in EventListener - Add logging for LLM call start, completion, and failure events - Import and register new LLM-specific event types * less log * refactor: Update LLM event response type to support Any * refactor: Simplify LLM call completed event emission Remove unnecessary LLMCallType conversion when emitting LLMCallCompletedEvent * refactor: Update LLM event docstrings for clarity Improve docstrings for LLM call events to more accurately describe their purpose and lifecycle * feat: Add LLMCallFailedEvent emission for tool execution errors Enhance error handling by emitting a specific event when tool execution fails during LLM calls
42 lines
1.2 KiB
Python
42 lines
1.2 KiB
Python
from .crew_events import (
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CrewKickoffStartedEvent,
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CrewKickoffCompletedEvent,
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CrewKickoffFailedEvent,
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CrewTrainStartedEvent,
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CrewTrainCompletedEvent,
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CrewTrainFailedEvent,
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CrewTestStartedEvent,
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CrewTestCompletedEvent,
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CrewTestFailedEvent,
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)
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from .agent_events import (
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AgentExecutionStartedEvent,
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AgentExecutionCompletedEvent,
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AgentExecutionErrorEvent,
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)
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from .task_events import TaskStartedEvent, TaskCompletedEvent, TaskFailedEvent, TaskEvaluationEvent
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from .flow_events import (
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FlowCreatedEvent,
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FlowStartedEvent,
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FlowFinishedEvent,
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FlowPlotEvent,
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MethodExecutionStartedEvent,
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MethodExecutionFinishedEvent,
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MethodExecutionFailedEvent,
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)
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from .crewai_event_bus import CrewAIEventsBus, crewai_event_bus
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from .tool_usage_events import (
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ToolUsageFinishedEvent,
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ToolUsageErrorEvent,
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ToolUsageStartedEvent,
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ToolExecutionErrorEvent,
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ToolSelectionErrorEvent,
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ToolUsageEvent,
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ToolValidateInputErrorEvent,
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)
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from .llm_events import LLMCallCompletedEvent, LLMCallFailedEvent, LLMCallStartedEvent
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# events
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from .event_listener import EventListener
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from .third_party.agentops_listener import agentops_listener
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