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21f4b607546162e1891e35e2c9bf89de6928374b
5 Commits
| Author | SHA1 | Message | Date | |
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Brandon Hancock (bhancock_ai)
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a1f35e768f |
Enhance LLM Streaming Response Handling and Event System (#2266)
* Initial Stream working * add tests * adjust tests * Update test for multiplication * Update test for multiplication part 2 * max iter on new test * streaming tool call test update * Force pass * another one * give up on agent * WIP * Non-streaming working again * stream working too * fixing type check * fix failing test * fix failing test * fix failing test * Fix testing for CI * Fix failing test * Fix failing test * Skip failing CI/CD tests * too many logs * working * Trying to fix tests * drop openai failing tests * improve logic * Implement LLM stream chunk event handling with in-memory text stream * More event types * Update docs --------- Co-authored-by: Lorenze Jay <lorenzejaytech@gmail.com> |
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Brandon Hancock (bhancock_ai)
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5bae78639e |
Revert "feat: add prompt observability code (#2027)" (#2211)
* Revert "feat: add prompt observability code (#2027)"
This reverts commit
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Lorenze Jay
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5235442a5b |
Decoupling telemetry and ensure tests (#2212)
* feat: Enhance event listener and telemetry tracking - Update event listener to improve telemetry span handling - Add execution_span field to Task for better tracing - Modify event handling in EventListener to use new span tracking - Remove debug print statements - Improve test coverage for crew and flow events - Update cassettes to reflect new event tracking behavior * Remove telemetry references from Crew class - Remove Telemetry import and initialization from Crew class - Delete _telemetry attribute from class configuration - Clean up unused telemetry-related code * test: Improve crew verbose output test with event log filtering - Filter out event listener logs in verbose output test - Ensure no output when verbose is set to False - Enhance test coverage for crew logging behavior * dropped comment * refactor: Improve telemetry span tracking in EventListener - Remove `execution_span` from Task class - Add `execution_spans` dictionary to EventListener to track spans - Update task event handlers to use new span tracking mechanism - Simplify span management across task lifecycle events * lint |
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Lorenze Jay
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c62fb615b1 |
feat: Add LLM call events for improved observability (#2214)
* 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 |
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Lorenze Jay
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00c2f5043e |
WIP crew events emitter (#2048)
* WIP crew events emitter * Refactor event handling and introduce new event types - Migrate from global `emit` function to `event_bus.emit` - Add new event types for task failures, tool usage, and agent execution - Update event listeners and event bus to support more granular event tracking - Remove deprecated event emission methods - Improve event type consistency and add more detailed event information * Add event emission for agent execution lifecycle - Emit AgentExecutionStarted and AgentExecutionError events - Update CrewAgentExecutor to use event_bus for tracking agent execution - Refactor error handling to include event emission - Minor code formatting improvements in task.py and crew_agent_executor.py - Fix a typo in test file * Refactor event system and add third-party event listeners - Move event_bus import to correct module paths - Introduce BaseEventListener abstract base class - Add AgentOpsListener for third-party event tracking - Update event listener initialization and setup - Clean up event-related imports and exports * Enhance event system type safety and error handling - Improve type annotations for event bus and event types - Add null checks for agent and task in event emissions - Update import paths for base tool and base agent - Refactor event listener type hints - Remove unnecessary print statements - Update test configurations to match new event handling * Refactor event classes to improve type safety and naming consistency - Rename event classes to have explicit 'Event' suffix (e.g., TaskStartedEvent) - Update import statements and references across multiple files - Remove deprecated events.py module - Enhance event type hints and configurations - Clean up unnecessary event-related code * Add default model for CrewEvaluator and fix event import order - Set default model to "gpt-4o-mini" in CrewEvaluator when no model is specified - Reorder event-related imports in task.py to follow standard import conventions - Update event bus initialization method return type hint - Export event_bus in events/__init__.py * Fix tool usage and event import handling - Update tool usage to use `.get()` method when checking tool name - Remove unnecessary `__all__` export list in events/__init__.py * Refactor Flow and Agent event handling to use event_bus - Remove `event_emitter` from Flow class and replace with `event_bus.emit()` - Update Flow and Agent tests to use event_bus event listeners - Remove redundant event emissions in Flow methods - Add debug print statements in Flow execution - Simplify event tracking in test cases * Enhance event handling for Crew, Task, and Event classes - Add crew name to failed event types (CrewKickoffFailedEvent, CrewTrainFailedEvent, CrewTestFailedEvent) - Update Task events to remove redundant task and context attributes - Refactor EventListener to use Logger for consistent event logging - Add new event types for Crew train and test events - Improve event bus event tracking in test cases * Remove telemetry and tracing dependencies from Task and Flow classes - Remove telemetry-related imports and private attributes from Task class - Remove `_telemetry` attribute from Flow class - Update event handling to emit events without direct telemetry tracking - Simplify task and flow execution by removing explicit telemetry spans - Move telemetry-related event handling to EventListener * Clean up unused imports and event-related code - Remove unused imports from various event and flow-related files - Reorder event imports to follow standard conventions - Remove unnecessary event type references - Simplify import statements in event and flow modules * Update crew test to validate verbose output and kickoff_for_each method - Enhance test_crew_verbose_output to check specific listener log messages - Modify test_kickoff_for_each_invalid_input to use Pydantic validation error - Improve test coverage for crew logging and input validation * Update crew test verbose output with improved emoji icons - Replace task and agent completion icons from 👍 to ✅ - Enhance readability of test output logging - Maintain consistent test coverage for crew verbose output * Add MethodExecutionFailedEvent to handle flow method execution failures - Introduce new MethodExecutionFailedEvent in flow_events module - Update Flow class to catch and emit method execution failures - Add event listener for method execution failure events - Update event-related imports to include new event type - Enhance test coverage for method execution failure handling * Propagate method execution failures in Flow class - Modify Flow class to re-raise exceptions after emitting MethodExecutionFailedEvent - Reorder MethodExecutionFailedEvent import to maintain consistent import style * Enable test coverage for Flow method execution failure event - Uncomment pytest.raises() in test_events to verify exception handling - Ensure test validates MethodExecutionFailedEvent emission during flow kickoff * Add event handling for tool usage events - Introduce event listeners for ToolUsageFinishedEvent and ToolUsageErrorEvent - Log tool usage events with descriptive emoji icons (✅ and ❌) - Update event_listener to track and log tool usage lifecycle * Reorder and clean up event imports in event_listener - Reorganize imports for tool usage events and other event types - Maintain consistent import ordering and remove unused imports - Ensure clean and organized import structure in event_listener module * moving to dedicated eventlistener * dont forget crew level * Refactor AgentOps event listener for crew-level tracking - Modify AgentOpsListener to handle crew-level events - Initialize and end AgentOps session at crew kickoff and completion - Create agents for each crew member during session initialization - Improve session management and event recording - Clean up and simplify event handling logic * Update test_events to validate tool usage error event handling - Modify test to assert single error event with correct attributes - Use pytest.raises() to verify error event generation - Simplify error event validation in test case * Improve AgentOps listener type hints and formatting - Add string type hints for AgentOps classes to resolve potential import issues - Clean up unnecessary whitespace and improve code indentation - Simplify initialization and event handling logic * Update test_events to validate multiple tool usage events - Modify test to assert 75 events instead of a single error event - Remove pytest.raises() check, allowing crew kickoff to complete - Adjust event validation to support broader event tracking * Rename event_bus to crewai_event_bus for improved clarity and specificity - Replace all references to `event_bus` with `crewai_event_bus` - Update import statements across multiple files - Remove the old `event_bus.py` file - Maintain existing event handling functionality * Enhance EventListener with singleton pattern and color configuration - Implement singleton pattern for EventListener to ensure single instance - Add default color configuration using EMITTER_COLOR from constants - Modify log method calls to use default color and remove redundant color parameters - Improve initialization logic to prevent multiple initializations * Add FlowPlotEvent and update event bus to support flow plotting - Introduce FlowPlotEvent to track flow plotting events - Replace Telemetry method with event bus emission in Flow.plot() - Update event bus to support new FlowPlotEvent type - Add test case to validate flow plotting event emission * Remove RunType enum and clean up crew events module - Delete unused RunType enum from crew_events.py - Simplify crew_events.py by removing unnecessary enum definition - Improve code clarity by removing unneeded imports * Enhance event handling for tool usage and agent execution - Add new events for tool usage: ToolSelectionErrorEvent, ToolValidateInputErrorEvent - Improve error tracking and event emission in ToolUsage and LLM classes - Update AgentExecutionStartedEvent to use task_prompt instead of inputs - Add comprehensive test coverage for new event types and error scenarios * Refactor event system and improve crew testing - Extract base CrewEvent class to a new base_events.py module - Update event imports across multiple event-related files - Modify CrewTestStartedEvent to use eval_llm instead of openai_model_name - Add LLM creation validation in crew testing method - Improve type handling and event consistency * Refactor task events to use base CrewEvent - Move CrewEvent import from crew_events to base_events - Remove unnecessary blank lines in task_events.py - Simplify event class structure for task-related events * Update AgentExecutionStartedEvent to use task_prompt - Modify test_events.py to use task_prompt instead of inputs - Simplify event input validation in test case - Align with recent event system refactoring * Improve type hinting for TaskCompletedEvent handler - Add explicit type annotation for TaskCompletedEvent in event_listener.py - Enhance type safety for event handling in EventListener * Improve test_validate_tool_input_invalid_input with mock objects - Add explicit mock objects for agent and action in test case - Ensure proper string values for mock agent and action attributes - Simplify test setup for ToolUsage validation method * Remove ToolUsageStartedEvent emission in tool usage process - Remove unnecessary event emission for tool usage start - Simplify tool usage event handling - Eliminate redundant event data preparation step * refactor: clean up and organize imports in llm and flow modules * test: Improve flow persistence test cases and logging |