repo stringlengths 7 90 | file_url stringlengths 81 315 | file_path stringlengths 4 228 | content stringlengths 0 32.8k | language stringclasses 1
value | license stringclasses 7
values | commit_sha stringlengths 40 40 | retrieved_at stringdate 2026-01-04 14:38:15 2026-01-05 02:33:18 | truncated bool 2
classes |
|---|---|---|---|---|---|---|---|---|
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/events/types/system_events.py | lib/crewai/src/crewai/events/types/system_events.py | """System signal event types for CrewAI.
This module contains event types for system-level signals like SIGTERM,
allowing listeners to perform cleanup operations before process termination.
"""
from collections.abc import Callable
from enum import IntEnum
import signal
from typing import Annotated, Literal, TypeVar
... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/events/types/event_bus_types.py | lib/crewai/src/crewai/events/types/event_bus_types.py | """Type definitions for event handlers."""
from collections.abc import Callable, Coroutine
from typing import Any, TypeAlias
from crewai.events.base_events import BaseEvent
SyncHandler: TypeAlias = Callable[[Any, BaseEvent], None]
AsyncHandler: TypeAlias = Callable[[Any, BaseEvent], Coroutine[Any, Any, None]]
SyncH... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/events/types/crew_events.py | lib/crewai/src/crewai/events/types/crew_events.py | from typing import TYPE_CHECKING, Any
from crewai.events.base_events import BaseEvent
if TYPE_CHECKING:
from crewai.crew import Crew
else:
Crew = Any
class CrewBaseEvent(BaseEvent):
"""Base class for crew events with fingerprint handling"""
crew_name: str | None
crew: Crew | None = None
d... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/events/types/llm_events.py | lib/crewai/src/crewai/events/types/llm_events.py | from enum import Enum
from typing import Any
from pydantic import BaseModel
from crewai.events.base_events import BaseEvent
class LLMEventBase(BaseEvent):
from_task: Any | None = None
from_agent: Any | None = None
def __init__(self, **data: Any) -> None:
if data.get("from_task"):
ta... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/events/types/a2a_events.py | lib/crewai/src/crewai/events/types/a2a_events.py | """Events for A2A (Agent-to-Agent) delegation.
This module defines events emitted during A2A protocol delegation,
including both single-turn and multiturn conversation flows.
"""
from typing import Any, Literal
from crewai.events.base_events import BaseEvent
class A2AEventBase(BaseEvent):
"""Base class for A2A... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/events/types/memory_events.py | lib/crewai/src/crewai/events/types/memory_events.py | from typing import Any
from crewai.events.base_events import BaseEvent
class MemoryBaseEvent(BaseEvent):
"""Base event for memory operations"""
type: str
task_id: str | None = None
task_name: str | None = None
from_task: Any | None = None
from_agent: Any | None = None
agent_role: str | N... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/events/types/mcp_events.py | lib/crewai/src/crewai/events/types/mcp_events.py | from datetime import datetime
from typing import Any
from crewai.events.base_events import BaseEvent
class MCPEvent(BaseEvent):
"""Base event for MCP operations."""
server_name: str
server_url: str | None = None
transport_type: str | None = None # "stdio", "http", "sse"
agent_id: str | None = N... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/events/types/flow_events.py | lib/crewai/src/crewai/events/types/flow_events.py | from typing import Any
from pydantic import BaseModel, ConfigDict
from crewai.events.base_events import BaseEvent
class FlowEvent(BaseEvent):
"""Base class for all flow events"""
type: str
flow_name: str
class FlowStartedEvent(FlowEvent):
"""Event emitted when a flow starts execution"""
flow... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/events/types/llm_guardrail_events.py | lib/crewai/src/crewai/events/types/llm_guardrail_events.py | from collections.abc import Callable
from inspect import getsource
from typing import Any
from crewai.events.base_events import BaseEvent
class LLMGuardrailBaseEvent(BaseEvent):
task_id: str | None = None
task_name: str | None = None
from_task: Any | None = None
from_agent: Any | None = None
agen... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/events/types/__init__.py | lib/crewai/src/crewai/events/types/__init__.py | """Event type definitions for CrewAI.
This module contains all event types used throughout the CrewAI system
for monitoring and extending agent, crew, task, and tool execution.
"""
| python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/events/types/agent_events.py | lib/crewai/src/crewai/events/types/agent_events.py | """Agent-related events moved to break circular dependencies."""
from __future__ import annotations
from collections.abc import Sequence
from typing import Any
from pydantic import ConfigDict, model_validator
from crewai.agents.agent_builder.base_agent import BaseAgent
from crewai.events.base_events import BaseEven... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/events/listeners/__init__.py | lib/crewai/src/crewai/events/listeners/__init__.py | """Event listener implementations for CrewAI.
This module contains various event listener implementations
for handling memory, tracing, and other event-driven functionality.
"""
| python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/events/listeners/tracing/trace_listener.py | lib/crewai/src/crewai/events/listeners/tracing/trace_listener.py | """Trace collection listener for orchestrating trace collection."""
import os
from typing import Any, ClassVar, cast
import uuid
from typing_extensions import Self
from crewai.cli.authentication.token import AuthError, get_auth_token
from crewai.cli.version import get_crewai_version
from crewai.events.base_event_lis... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/events/listeners/tracing/first_time_trace_handler.py | lib/crewai/src/crewai/events/listeners/tracing/first_time_trace_handler.py | import logging
import uuid
import webbrowser
from rich.console import Console
from rich.panel import Panel
from crewai.events.listeners.tracing.trace_batch_manager import TraceBatchManager
from crewai.events.listeners.tracing.utils import (
mark_first_execution_completed,
prompt_user_for_trace_viewing,
sh... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/events/listeners/tracing/utils.py | lib/crewai/src/crewai/events/listeners/tracing/utils.py | from contextvars import ContextVar, Token
from datetime import datetime
import getpass
import hashlib
import json
import logging
import os
from pathlib import Path
import platform
import re
import subprocess
from typing import Any, cast
import uuid
import click
from rich.console import Console
from rich.panel import P... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/events/listeners/tracing/__init__.py | lib/crewai/src/crewai/events/listeners/tracing/__init__.py | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false | |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/events/listeners/tracing/types.py | lib/crewai/src/crewai/events/listeners/tracing/types.py | from dataclasses import asdict, dataclass, field
from datetime import datetime, timezone
from typing import Any
import uuid
@dataclass
class TraceEvent:
"""Individual trace event payload"""
event_id: str = field(default_factory=lambda: str(uuid.uuid4()))
timestamp: str = field(
default_factory=la... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/events/listeners/tracing/trace_batch_manager.py | lib/crewai/src/crewai/events/listeners/tracing/trace_batch_manager.py | from dataclasses import dataclass, field
from datetime import datetime, timezone
from logging import getLogger
from threading import Condition, Lock
from typing import Any
import uuid
from rich.console import Console
from rich.panel import Panel
from crewai.cli.authentication.token import AuthError, get_auth_token
fr... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/security/security_config.py | lib/crewai/src/crewai/security/security_config.py | """Security Configuration Module
This module provides configuration for CrewAI security features, including:
- Authentication settings
- Scoping rules
- Fingerprinting
The SecurityConfig class is the primary interface for managing security settings
in CrewAI applications.
"""
from typing import Any
from pydantic im... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/security/constants.py | lib/crewai/src/crewai/security/constants.py | """Security constants for CrewAI.
This module contains security-related constants used throughout the security module.
Notes:
- TODO: Determine if CREW_AI_NAMESPACE should be made dynamic or configurable
"""
from typing import Annotated
from uuid import UUID
CREW_AI_NAMESPACE: Annotated[
UUID,
"Create ... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/security/fingerprint.py | lib/crewai/src/crewai/security/fingerprint.py | """Fingerprint Module
This module provides functionality for generating and validating unique identifiers
for CrewAI agents. These identifiers are used for tracking, auditing, and security.
"""
from datetime import datetime
from typing import Annotated, Any
from uuid import UUID, uuid4, uuid5
from pydantic import Ba... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/security/__init__.py | lib/crewai/src/crewai/security/__init__.py | """
CrewAI security module.
This module provides security-related functionality for CrewAI, including:
- Fingerprinting for component identity and tracking
- Security configuration for controlling access and permissions
- Future: authentication, scoping, and delegation mechanisms
"""
from crewai.security.fingerprint ... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/utilities/prompts.py | lib/crewai/src/crewai/utilities/prompts.py | """Prompt generation and management utilities for CrewAI agents."""
from __future__ import annotations
from typing import Annotated, Any, Literal, TypedDict
from pydantic import BaseModel, Field
from crewai.utilities.i18n import I18N, get_i18n
class StandardPromptResult(TypedDict):
"""Result with only prompt ... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/utilities/token_counter_callback.py | lib/crewai/src/crewai/utilities/token_counter_callback.py | """Token counting callback handler for LLM interactions.
This module provides a callback handler that tracks token usage
for LLM API calls through the litellm library.
"""
from typing import TYPE_CHECKING, Any
if TYPE_CHECKING:
from litellm.integrations.custom_logger import CustomLogger
from litellm.types.u... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/utilities/serialization.py | lib/crewai/src/crewai/utilities/serialization.py | from __future__ import annotations
from datetime import date, datetime
import json
from typing import Any, TypeAlias
import uuid
from pydantic import BaseModel
SerializablePrimitive: TypeAlias = str | int | float | bool | None
Serializable: TypeAlias = (
SerializablePrimitive | list["Serializable"] | dict[str, ... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/utilities/paths.py | lib/crewai/src/crewai/utilities/paths.py | """Path management utilities for CrewAI storage and configuration."""
import os
from pathlib import Path
import appdirs
def db_storage_path() -> str:
"""Returns the path for SQLite database storage.
Returns:
str: Full path to the SQLite database file
"""
app_name = get_project_directory_nam... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/utilities/streaming.py | lib/crewai/src/crewai/utilities/streaming.py | """Streaming utilities for crew and flow execution."""
import asyncio
from collections.abc import AsyncIterator, Callable, Iterator
import queue
import threading
from typing import Any, NamedTuple
from typing_extensions import TypedDict
from crewai.events.base_events import BaseEvent
from crewai.events.event_bus imp... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/utilities/training_handler.py | lib/crewai/src/crewai/utilities/training_handler.py | import os
from typing import Any
from crewai.utilities.file_handler import PickleHandler
class CrewTrainingHandler(PickleHandler):
def save_trained_data(self, agent_id: str, trained_data: dict[str, Any]) -> None:
"""Save the trained data for a specific agent.
Args:
agent_id: The ID o... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/utilities/guardrail_types.py | lib/crewai/src/crewai/utilities/guardrail_types.py | """Type aliases for guardrails."""
from __future__ import annotations
from collections.abc import Callable, Sequence
from typing import Any, TypeAlias
from crewai.lite_agent_output import LiteAgentOutput
from crewai.tasks.task_output import TaskOutput
GuardrailCallable: TypeAlias = Callable[
[TaskOutput | Lite... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/utilities/constants.py | lib/crewai/src/crewai/utilities/constants.py | from typing import Annotated, Final
from crewai.utilities.printer import PrinterColor
TRAINING_DATA_FILE: Final[str] = "training_data.pkl"
TRAINED_AGENTS_DATA_FILE: Final[str] = "trained_agents_data.pkl"
KNOWLEDGE_DIRECTORY: Final[str] = "knowledge"
MAX_FILE_NAME_LENGTH: Final[int] = 255
EMITTER_COLOR: Final[Printer... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/utilities/crew_json_encoder.py | lib/crewai/src/crewai/utilities/crew_json_encoder.py | """JSON encoder for handling CrewAI specific types."""
from datetime import date, datetime
from decimal import Decimal
from enum import Enum
import json
from typing import Any
from uuid import UUID
from pydantic import BaseModel
class CrewJSONEncoder(json.JSONEncoder):
"""Custom JSON encoder for CrewAI objects ... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/utilities/tool_utils.py | lib/crewai/src/crewai/utilities/tool_utils.py | from __future__ import annotations
from typing import TYPE_CHECKING
from crewai.agents.parser import AgentAction
from crewai.agents.tools_handler import ToolsHandler
from crewai.hooks.tool_hooks import (
ToolCallHookContext,
get_after_tool_call_hooks,
get_before_tool_call_hooks,
)
from crewai.security.fin... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/utilities/training_converter.py | lib/crewai/src/crewai/utilities/training_converter.py | import json
import re
from typing import Any, Final, get_origin
from pydantic import BaseModel, ValidationError
from crewai.utilities.converter import Converter, ConverterError
_FLOAT_PATTERN: Final[re.Pattern[str]] = re.compile(r"(\d+(?:\.\d+)?)")
class TrainingConverter(Converter):
"""A specialized converte... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/utilities/llm_utils.py | lib/crewai/src/crewai/utilities/llm_utils.py | import logging
import os
from typing import Any, Final
from crewai.cli.constants import DEFAULT_LLM_MODEL, ENV_VARS, LITELLM_PARAMS
from crewai.llm import LLM
from crewai.llms.base_llm import BaseLLM
logger = logging.getLogger(__name__)
def create_llm(
llm_value: str | LLM | Any | None = None,
) -> LLM | BaseL... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/utilities/rpm_controller.py | lib/crewai/src/crewai/utilities/rpm_controller.py | """Controls request rate limiting for API calls."""
import threading
import time
from pydantic import BaseModel, Field, PrivateAttr, model_validator
from typing_extensions import Self
from crewai.utilities.logger import Logger
class RPMController(BaseModel):
"""Manages requests per minute limiting."""
max... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/utilities/converter.py | lib/crewai/src/crewai/utilities/converter.py | from __future__ import annotations
import json
import re
from typing import TYPE_CHECKING, Any, Final, TypedDict
from pydantic import BaseModel, ValidationError
from typing_extensions import Unpack
from crewai.agents.agent_builder.utilities.base_output_converter import OutputConverter
from crewai.utilities.i18n impo... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/utilities/logger.py | lib/crewai/src/crewai/utilities/logger.py | from datetime import datetime
from pydantic import BaseModel, Field, PrivateAttr
from crewai.utilities.printer import ColoredText, Printer, PrinterColor
class Logger(BaseModel):
verbose: bool = Field(
default=False,
description="Enables verbose logging with timestamps",
)
default_color: ... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/utilities/rw_lock.py | lib/crewai/src/crewai/utilities/rw_lock.py | """Read-write lock for thread-safe concurrent access.
This module provides a reader-writer lock implementation that allows multiple
concurrent readers or a single exclusive writer.
"""
from collections.abc import Generator
from contextlib import contextmanager
from threading import Condition
class RWLock:
"""Re... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/utilities/pydantic_schema_utils.py | lib/crewai/src/crewai/utilities/pydantic_schema_utils.py | """Utilities for generating JSON schemas from Pydantic models.
This module provides functions for converting Pydantic models to JSON schemas
suitable for use with LLMs and tool definitions.
"""
from collections.abc import Callable
from copy import deepcopy
from typing import Any
from pydantic import BaseModel
def ... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/utilities/formatter.py | lib/crewai/src/crewai/utilities/formatter.py | from __future__ import annotations
from typing import TYPE_CHECKING, Final
from crewai.utilities.constants import _NotSpecified
if TYPE_CHECKING:
from crewai.task import Task
from crewai.tasks.task_output import TaskOutput
DIVIDERS: Final[str] = "\n\n----------\n\n"
def aggregate_raw_outputs_from_task_o... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/utilities/i18n.py | lib/crewai/src/crewai/utilities/i18n.py | """Internationalization support for CrewAI prompts and messages."""
from functools import lru_cache
import json
import os
from typing import Literal
from pydantic import BaseModel, Field, PrivateAttr, model_validator
from typing_extensions import Self
class I18N(BaseModel):
"""Handles loading and retrieving int... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/utilities/guardrail.py | lib/crewai/src/crewai/utilities/guardrail.py | from __future__ import annotations
from typing import TYPE_CHECKING, Any
from pydantic import BaseModel, Field, field_validator
from typing_extensions import Self
from crewai.utilities.guardrail_types import GuardrailCallable
if TYPE_CHECKING:
from crewai.agents.agent_builder.base_agent import BaseAgent
fr... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/utilities/errors.py | lib/crewai/src/crewai/utilities/errors.py | """Error message definitions for CrewAI database operations.
This module provides standardized error classes and message templates
for database operations and agent repository handling.
"""
from typing import Final
class DatabaseOperationError(Exception):
"""Base exception class for database operation errors.
... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/utilities/task_output_storage_handler.py | lib/crewai/src/crewai/utilities/task_output_storage_handler.py | """Task output storage handler for managing task execution results.
This module provides functionality for storing and retrieving task outputs
from persistent storage, supporting replay and audit capabilities.
"""
from typing import Any
from crewai.memory.storage.kickoff_task_outputs_storage import (
KickoffTask... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/utilities/printer.py | lib/crewai/src/crewai/utilities/printer.py | """Utility for colored console output."""
from __future__ import annotations
from typing import TYPE_CHECKING, Final, Literal, NamedTuple
if TYPE_CHECKING:
from _typeshed import SupportsWrite
PrinterColor = Literal[
"purple",
"bold_purple",
"green",
"bold_green",
"cyan",
"bold_cyan",
... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/utilities/config.py | lib/crewai/src/crewai/utilities/config.py | from typing import Any
from pydantic import BaseModel
def process_config(
values: dict[str, Any], model_class: type[BaseModel]
) -> dict[str, Any]:
"""Process the config dictionary and update the values accordingly.
Args:
values: The dictionary of values to update.
model_class: The Pydan... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/utilities/logger_utils.py | lib/crewai/src/crewai/utilities/logger_utils.py | """Logging and warning utility functions for CrewAI."""
from collections.abc import Generator
import contextlib
import io
import logging
import warnings
@contextlib.contextmanager
def suppress_logging(
logger_name: str,
level: int | str,
) -> Generator[None, None, None]:
"""Suppress verbose logging outpu... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/utilities/agent_utils.py | lib/crewai/src/crewai/utilities/agent_utils.py | from __future__ import annotations
from collections.abc import Callable, Sequence
import json
import re
from typing import TYPE_CHECKING, Any, Final, Literal, TypedDict
from pydantic import BaseModel
from rich.console import Console
from crewai.agents.constants import FINAL_ANSWER_AND_PARSABLE_ACTION_ERROR_MESSAGE
f... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/utilities/__init__.py | lib/crewai/src/crewai/utilities/__init__.py | from crewai.utilities.converter import Converter, ConverterError
from crewai.utilities.exceptions.context_window_exceeding_exception import (
LLMContextLengthExceededError,
)
from crewai.utilities.file_handler import FileHandler
from crewai.utilities.i18n import I18N
from crewai.utilities.internal_instructor import... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/utilities/planning_handler.py | lib/crewai/src/crewai/utilities/planning_handler.py | """Handles planning and coordination of crew tasks."""
import logging
from pydantic import BaseModel, Field
from crewai.agent import Agent
from crewai.llms.base_llm import BaseLLM
from crewai.task import Task
logger = logging.getLogger(__name__)
class PlanPerTask(BaseModel):
"""Represents a plan for a specif... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/utilities/types.py | lib/crewai/src/crewai/utilities/types.py | """Types for CrewAI utilities."""
from typing import Any, Literal
from typing_extensions import TypedDict
class LLMMessage(TypedDict):
"""Type for formatted LLM messages.
Notes:
- TODO: Update the LLM.call & BaseLLM.call signatures to use this type
instead of str | list[dict[str, str]]
... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/utilities/internal_instructor.py | lib/crewai/src/crewai/utilities/internal_instructor.py | from __future__ import annotations
from typing import TYPE_CHECKING, Any, Generic, TypeGuard, TypeVar
from pydantic import BaseModel
from crewai.utilities.logger_utils import suppress_warnings
if TYPE_CHECKING:
from crewai.agent import Agent
from crewai.llm import LLM
from crewai.llms.base_llm import B... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/utilities/import_utils.py | lib/crewai/src/crewai/utilities/import_utils.py | """Import utilities for optional dependencies."""
import importlib
from types import ModuleType
from typing import Annotated, Any, TypeAlias
from pydantic import AfterValidator, TypeAdapter
from typing_extensions import deprecated
@deprecated(
"Not needed when using `crewai.utilities.import_utils.import_and_val... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/utilities/reasoning_handler.py | lib/crewai/src/crewai/utilities/reasoning_handler.py | import json
import logging
from typing import Any, Final, Literal, cast
from pydantic import BaseModel, Field
from crewai.agent import Agent
from crewai.events.event_bus import crewai_event_bus
from crewai.events.types.reasoning_events import (
AgentReasoningCompletedEvent,
AgentReasoningFailedEvent,
Agen... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/utilities/string_utils.py | lib/crewai/src/crewai/utilities/string_utils.py | import re
from typing import Any, Final
_VARIABLE_PATTERN: Final[re.Pattern[str]] = re.compile(r"\{([A-Za-z_][A-Za-z0-9_\-]*)}")
def interpolate_only(
input_string: str | None,
inputs: dict[str, str | int | float | dict[str, Any] | list[Any]],
) -> str:
"""Interpolate placeholders (e.g., {key}) in a str... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/utilities/file_handler.py | lib/crewai/src/crewai/utilities/file_handler.py | from datetime import datetime
import json
import os
import pickle
from typing import Any, TypedDict
from typing_extensions import Unpack
class LogEntry(TypedDict, total=False):
"""TypedDict for log entry kwargs with optional fields for flexibility."""
task_name: str
task: str
agent: str
status: ... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/utilities/crew/crew_context.py | lib/crewai/src/crewai/utilities/crew/crew_context.py | """Context management utilities for tracking crew and task execution context using OpenTelemetry baggage."""
from typing import cast
from opentelemetry import baggage
from crewai.utilities.crew.models import CrewContext
def get_crew_context() -> CrewContext | None:
"""Get the current crew context from OpenTele... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/utilities/crew/models.py | lib/crewai/src/crewai/utilities/crew/models.py | """Models for crew-related data structures."""
from pydantic import BaseModel, Field
class CrewContext(BaseModel):
"""Model representing crew context information.
Attributes:
id: Unique identifier for the crew.
key: Optional crew key/name for identification.
"""
id: str | None = Fie... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/utilities/crew/__init__.py | lib/crewai/src/crewai/utilities/crew/__init__.py | """Crew-specific utilities."""
| python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/utilities/exceptions/context_window_exceeding_exception.py | lib/crewai/src/crewai/utilities/exceptions/context_window_exceeding_exception.py | from typing import Final
CONTEXT_LIMIT_ERRORS: Final[list[str]] = [
"expected a string with maximum length",
"maximum context length",
"context length exceeded",
"context_length_exceeded",
"context window full",
"too many tokens",
"input is too long",
"exceeds token limit",
]
class L... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/utilities/exceptions/__init__.py | lib/crewai/src/crewai/utilities/exceptions/__init__.py | """Exceptions for crewAI."""
| python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/utilities/evaluators/crew_evaluator_handler.py | lib/crewai/src/crewai/utilities/evaluators/crew_evaluator_handler.py | from __future__ import annotations
from collections import defaultdict
from typing import TYPE_CHECKING
from pydantic import BaseModel, Field, InstanceOf
from rich.box import HEAVY_EDGE
from rich.console import Console
from rich.table import Table
from crewai.agent import Agent
from crewai.events.event_bus import cr... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/utilities/evaluators/task_evaluator.py | lib/crewai/src/crewai/utilities/evaluators/task_evaluator.py | from __future__ import annotations
import json
from typing import TYPE_CHECKING, Any, cast
from pydantic import BaseModel, Field
from crewai.events.event_bus import crewai_event_bus
from crewai.events.types.task_events import TaskEvaluationEvent
from crewai.utilities.converter import Converter
from crewai.utilities.... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/utilities/evaluators/__init__.py | lib/crewai/src/crewai/utilities/evaluators/__init__.py | """Evaluators for crewAI."""
| python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/a2a/templates.py | lib/crewai/src/crewai/a2a/templates.py | """String templates for A2A (Agent-to-Agent) protocol messaging and status."""
from string import Template
from typing import Final
AVAILABLE_AGENTS_TEMPLATE: Final[Template] = Template(
"\n<AVAILABLE_A2A_AGENTS>\n $available_a2a_agents\n</AVAILABLE_A2A_AGENTS>\n"
)
PREVIOUS_A2A_CONVERSATION_TEMPLATE: Final[T... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/a2a/utils.py | lib/crewai/src/crewai/a2a/utils.py | """Utility functions for A2A (Agent-to-Agent) protocol delegation."""
from __future__ import annotations
import asyncio
from collections.abc import AsyncIterator, MutableMapping
from contextlib import asynccontextmanager
from functools import lru_cache
import time
from typing import TYPE_CHECKING, Any
import uuid
fr... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/a2a/wrapper.py | lib/crewai/src/crewai/a2a/wrapper.py | """A2A agent wrapping logic for metaclass integration.
Wraps agent classes with A2A delegation capabilities.
"""
from __future__ import annotations
from collections.abc import Callable
from concurrent.futures import ThreadPoolExecutor, as_completed
from functools import wraps
from types import MethodType
from typing... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/a2a/config.py | lib/crewai/src/crewai/a2a/config.py | """A2A configuration types.
This module is separate from experimental.a2a to avoid circular imports.
"""
from __future__ import annotations
from typing import Annotated
from pydantic import (
BaseModel,
BeforeValidator,
Field,
HttpUrl,
TypeAdapter,
)
from crewai.a2a.auth.schemas import AuthSche... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/a2a/__init__.py | lib/crewai/src/crewai/a2a/__init__.py | """Agent-to-Agent (A2A) protocol communication module for CrewAI."""
from crewai.a2a.config import A2AConfig
__all__ = ["A2AConfig"]
| python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/a2a/types.py | lib/crewai/src/crewai/a2a/types.py | """Type definitions for A2A protocol message parts."""
from typing import Any, Literal, Protocol, TypedDict, runtime_checkable
from typing_extensions import NotRequired
@runtime_checkable
class AgentResponseProtocol(Protocol):
"""Protocol for the dynamically created AgentResponse model."""
a2a_ids: tuple[s... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/a2a/auth/schemas.py | lib/crewai/src/crewai/a2a/auth/schemas.py | """Authentication schemes for A2A protocol agents.
Supported authentication methods:
- Bearer tokens
- OAuth2 (Client Credentials, Authorization Code)
- API Keys (header, query, cookie)
- HTTP Basic authentication
- HTTP Digest authentication
"""
from __future__ import annotations
from abc import ABC, abstractmethod... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/a2a/auth/utils.py | lib/crewai/src/crewai/a2a/auth/utils.py | """Authentication utilities for A2A protocol agent communication.
Provides validation and retry logic for various authentication schemes including
OAuth2, API keys, and HTTP authentication methods.
"""
import asyncio
from collections.abc import Awaitable, Callable, MutableMapping
import re
from typing import Final
f... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/a2a/auth/__init__.py | lib/crewai/src/crewai/a2a/auth/__init__.py | """A2A authentication schemas."""
from crewai.a2a.auth.schemas import (
APIKeyAuth,
BearerTokenAuth,
HTTPBasicAuth,
HTTPDigestAuth,
OAuth2AuthorizationCode,
OAuth2ClientCredentials,
)
__all__ = [
"APIKeyAuth",
"BearerTokenAuth",
"HTTPBasicAuth",
"HTTPDigestAuth",
"OAuth2Au... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/a2a/extensions/registry.py | lib/crewai/src/crewai/a2a/extensions/registry.py | """Extension registry factory for A2A configurations.
This module provides utilities for creating extension registries from A2A configurations.
"""
from __future__ import annotations
from typing import TYPE_CHECKING
from crewai.a2a.extensions.base import ExtensionRegistry
if TYPE_CHECKING:
from crewai.a2a.con... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/a2a/extensions/__init__.py | lib/crewai/src/crewai/a2a/extensions/__init__.py | """A2A Protocol Extensions for CrewAI.
This module contains extensions to the A2A (Agent-to-Agent) protocol.
"""
| python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/a2a/extensions/base.py | lib/crewai/src/crewai/a2a/extensions/base.py | """Base extension interface for A2A wrapper integrations.
This module defines the protocol for extending A2A wrapper functionality
with custom logic for conversation processing, prompt augmentation, and
agent response handling.
"""
from __future__ import annotations
from collections.abc import Sequence
from typing i... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/experimental/crew_agent_executor_flow.py | lib/crewai/src/crewai/experimental/crew_agent_executor_flow.py | from __future__ import annotations
from collections.abc import Callable
import threading
from typing import TYPE_CHECKING, Any, Literal, cast
from uuid import uuid4
from pydantic import BaseModel, Field, GetCoreSchemaHandler
from pydantic_core import CoreSchema, core_schema
from rich.console import Console
from rich.... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/experimental/__init__.py | lib/crewai/src/crewai/experimental/__init__.py | from crewai.experimental.crew_agent_executor_flow import CrewAgentExecutorFlow
from crewai.experimental.evaluation import (
AgentEvaluationResult,
AgentEvaluator,
BaseEvaluator,
EvaluationScore,
EvaluationTraceCallback,
ExperimentResult,
ExperimentResults,
ExperimentRunner,
GoalAlign... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/experimental/evaluation/base_evaluator.py | lib/crewai/src/crewai/experimental/evaluation/base_evaluator.py | from __future__ import annotations
import abc
import enum
from enum import Enum
from typing import TYPE_CHECKING, Any
from pydantic import BaseModel, Field
from crewai.agents.agent_builder.base_agent import BaseAgent
from crewai.llm import BaseLLM
from crewai.task import Task
from crewai.utilities.llm_utils import c... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/experimental/evaluation/testing.py | lib/crewai/src/crewai/experimental/evaluation/testing.py | import inspect
import warnings
from typing_extensions import Any
from crewai import Agent, Crew
from crewai.experimental.evaluation.experiment import (
ExperimentResults,
ExperimentRunner,
)
def assert_experiment_successfully(
experiment_results: ExperimentResults, baseline_filepath: str | None = None
)... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/experimental/evaluation/evaluation_display.py | lib/crewai/src/crewai/experimental/evaluation/evaluation_display.py | from collections import defaultdict
from collections.abc import Sequence
from typing import Any
from rich.box import HEAVY_EDGE, ROUNDED
from rich.table import Table
from crewai.events.utils.console_formatter import ConsoleFormatter
from crewai.experimental.evaluation.base_evaluator import (
AgentAggregatedEvalua... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/experimental/evaluation/agent_evaluator.py | lib/crewai/src/crewai/experimental/evaluation/agent_evaluator.py | from __future__ import annotations
from collections.abc import Sequence
import threading
from typing import TYPE_CHECKING, Any
from crewai.agents.agent_builder.base_agent import BaseAgent
from crewai.events.event_bus import crewai_event_bus
from crewai.events.types.agent_events import (
AgentEvaluationCompletedEv... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/experimental/evaluation/evaluation_listener.py | lib/crewai/src/crewai/experimental/evaluation/evaluation_listener.py | from collections.abc import Sequence
from datetime import datetime
from typing import Any
from crewai.agents.agent_builder.base_agent import BaseAgent
from crewai.events.base_event_listener import BaseEventListener
from crewai.events.event_bus import CrewAIEventsBus
from crewai.events.types.agent_events import (
A... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/experimental/evaluation/json_parser.py | lib/crewai/src/crewai/experimental/evaluation/json_parser.py | """Robust JSON parsing utilities for evaluation responses."""
import json
import re
from typing import Any
def extract_json_from_llm_response(text: str) -> dict[str, Any]:
try:
return json.loads(text)
except json.JSONDecodeError:
pass
json_patterns = [
# Standard markdown code bl... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/experimental/evaluation/__init__.py | lib/crewai/src/crewai/experimental/evaluation/__init__.py | from crewai.experimental.evaluation.agent_evaluator import (
AgentEvaluator,
create_default_evaluator,
)
from crewai.experimental.evaluation.base_evaluator import (
AgentEvaluationResult,
BaseEvaluator,
EvaluationScore,
MetricCategory,
)
from crewai.experimental.evaluation.evaluation_listener im... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/experimental/evaluation/metrics/reasoning_metrics.py | lib/crewai/src/crewai/experimental/evaluation/metrics/reasoning_metrics.py | """Agent reasoning efficiency evaluators.
This module provides evaluator implementations for:
- Reasoning efficiency
- Loop detection
- Thinking-to-action ratio
"""
from __future__ import annotations
from collections.abc import Sequence
from enum import Enum
import logging
import re
from typing import TYPE_CHECKING,... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/experimental/evaluation/metrics/tools_metrics.py | lib/crewai/src/crewai/experimental/evaluation/metrics/tools_metrics.py | from __future__ import annotations
import json
from typing import TYPE_CHECKING, Any
from crewai.agents.agent_builder.base_agent import BaseAgent
from crewai.experimental.evaluation.base_evaluator import (
BaseEvaluator,
EvaluationScore,
MetricCategory,
)
from crewai.experimental.evaluation.json_parser im... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/experimental/evaluation/metrics/semantic_quality_metrics.py | lib/crewai/src/crewai/experimental/evaluation/metrics/semantic_quality_metrics.py | from __future__ import annotations
from typing import TYPE_CHECKING, Any
from crewai.agents.agent_builder.base_agent import BaseAgent
from crewai.experimental.evaluation.base_evaluator import (
BaseEvaluator,
EvaluationScore,
MetricCategory,
)
from crewai.experimental.evaluation.json_parser import extract... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/experimental/evaluation/metrics/goal_metrics.py | lib/crewai/src/crewai/experimental/evaluation/metrics/goal_metrics.py | from __future__ import annotations
from typing import TYPE_CHECKING, Any
from crewai.agents.agent_builder.base_agent import BaseAgent
from crewai.experimental.evaluation.base_evaluator import (
BaseEvaluator,
EvaluationScore,
MetricCategory,
)
from crewai.experimental.evaluation.json_parser import extract... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/experimental/evaluation/metrics/__init__.py | lib/crewai/src/crewai/experimental/evaluation/metrics/__init__.py | from crewai.experimental.evaluation.metrics.goal_metrics import GoalAlignmentEvaluator
from crewai.experimental.evaluation.metrics.reasoning_metrics import (
ReasoningEfficiencyEvaluator,
)
from crewai.experimental.evaluation.metrics.semantic_quality_metrics import (
SemanticQualityEvaluator,
)
from crewai.expe... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/experimental/evaluation/experiment/runner.py | lib/crewai/src/crewai/experimental/evaluation/experiment/runner.py | from __future__ import annotations
from collections import defaultdict
from hashlib import md5
from typing import TYPE_CHECKING, Any
from crewai.agents.agent_builder.base_agent import BaseAgent
from crewai.experimental.evaluation import AgentEvaluator, create_default_evaluator
from crewai.experimental.evaluation.eval... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/experimental/evaluation/experiment/result.py | lib/crewai/src/crewai/experimental/evaluation/experiment/result.py | from datetime import datetime, timezone
import json
import os
from typing import Any
from pydantic import BaseModel
class ExperimentResult(BaseModel):
identifier: str
inputs: dict[str, Any]
score: float | dict[str, float]
expected_score: float | dict[str, float]
passed: bool
agent_evaluations... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/experimental/evaluation/experiment/result_display.py | lib/crewai/src/crewai/experimental/evaluation/experiment/result_display.py | from typing import Any
from rich.console import Console
from rich.panel import Panel
from rich.table import Table
from crewai.experimental.evaluation.experiment.result import ExperimentResults
class ExperimentResultsDisplay:
def __init__(self):
self.console = Console()
def summary(self, experiment_... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/experimental/evaluation/experiment/__init__.py | lib/crewai/src/crewai/experimental/evaluation/experiment/__init__.py | from crewai.experimental.evaluation.experiment.result import (
ExperimentResult,
ExperimentResults,
)
from crewai.experimental.evaluation.experiment.runner import ExperimentRunner
__all__ = ["ExperimentResult", "ExperimentResults", "ExperimentRunner"]
| python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/cli/replay_from_task.py | lib/crewai/src/crewai/cli/replay_from_task.py | import subprocess
import click
def replay_task_command(task_id: str) -> None:
"""
Replay the crew execution from a specific task.
Args:
task_id (str): The ID of the task to replay from.
"""
command = ["uv", "run", "replay", task_id]
try:
result = subprocess.run(command, captur... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/cli/cli.py | lib/crewai/src/crewai/cli/cli.py | from importlib.metadata import version as get_version
import os
import subprocess
import click
from crewai.cli.add_crew_to_flow import add_crew_to_flow
from crewai.cli.authentication.main import AuthenticationCommand
from crewai.cli.config import Settings
from crewai.cli.create_crew import create_crew
from crewai.cli... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/cli/constants.py | lib/crewai/src/crewai/cli/constants.py | DEFAULT_CREWAI_ENTERPRISE_URL = "https://app.crewai.com"
CREWAI_ENTERPRISE_DEFAULT_OAUTH2_PROVIDER = "workos"
CREWAI_ENTERPRISE_DEFAULT_OAUTH2_AUDIENCE = "client_01JNJQWBJ4SPFN3SWJM5T7BDG8"
CREWAI_ENTERPRISE_DEFAULT_OAUTH2_CLIENT_ID = "client_01JYT06R59SP0NXYGD994NFXXX"
CREWAI_ENTERPRISE_DEFAULT_OAUTH2_DOMAIN = "login.... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/cli/git.py | lib/crewai/src/crewai/cli/git.py | from functools import lru_cache
import subprocess
class Repository:
def __init__(self, path: str = ".") -> None:
self.path = path
if not self.is_git_installed():
raise ValueError("Git is not installed or not found in your PATH.")
if not self.is_git_repo():
raise V... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/cli/evaluate_crew.py | lib/crewai/src/crewai/cli/evaluate_crew.py | import subprocess
import click
def evaluate_crew(n_iterations: int, model: str) -> None:
"""
Test and Evaluate the crew by running a command in the UV environment.
Args:
n_iterations (int): The number of iterations to test the crew.
model (str): The model to test the crew with.
"""
... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/cli/update_crew.py | lib/crewai/src/crewai/cli/update_crew.py | import os
import shutil
import tomli_w
from crewai.cli.utils import read_toml
def update_crew() -> None:
"""Update the pyproject.toml of the Crew project to use uv."""
migrate_pyproject("pyproject.toml", "pyproject.toml")
def migrate_pyproject(input_file, output_file):
"""
Migrate the pyproject.to... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
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