Identify parent_flow of Crew and LiteAgent (#2723)
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This commit adds a new crew field called parent_flow, evaluated when the Crew
instance is instantiated. The stacktrace is traversed to look up if the caller
is an instance of Flow, and if so, it fills in the field.

Other alternatives were considered, such as a global context or even a new
field to be manually filled, however, this is the most magical solution that
was thread-safe and did not require public API changes.
This commit is contained in:
Vini Brasil
2025-05-02 14:40:39 -03:00
committed by GitHub
parent f89c2bfb7e
commit 17474a3a0c
6 changed files with 201 additions and 72 deletions

View File

@@ -6,7 +6,17 @@ import warnings
from concurrent.futures import Future
from copy import copy as shallow_copy
from hashlib import md5
from typing import Any, Callable, Dict, List, Optional, Set, Tuple, Union, cast
from typing import (
Any,
Callable,
Dict,
List,
Optional,
Set,
Tuple,
Union,
cast,
)
from pydantic import (
UUID4,
@@ -24,6 +34,7 @@ from crewai.agent import Agent
from crewai.agents.agent_builder.base_agent import BaseAgent
from crewai.agents.cache import CacheHandler
from crewai.crews.crew_output import CrewOutput
from crewai.flow.flow_trackable import FlowTrackable
from crewai.knowledge.knowledge import Knowledge
from crewai.knowledge.source.base_knowledge_source import BaseKnowledgeSource
from crewai.llm import LLM, BaseLLM
@@ -69,7 +80,7 @@ from crewai.utilities.training_handler import CrewTrainingHandler
warnings.filterwarnings("ignore", category=SyntaxWarning, module="pysbd")
class Crew(BaseModel):
class Crew(FlowTrackable, BaseModel):
"""
Represents a group of agents, defining how they should collaborate and the tasks they should perform.

View File

@@ -0,0 +1,44 @@
import inspect
from typing import Optional
from pydantic import BaseModel, Field, InstanceOf, model_validator
from crewai.flow import Flow
class FlowTrackable(BaseModel):
"""Mixin that tracks the Flow instance that instantiated the object, e.g. a
Flow instance that created a Crew or Agent.
Automatically finds and stores a reference to the parent Flow instance by
inspecting the call stack.
"""
parent_flow: Optional[InstanceOf[Flow]] = Field(
default=None,
description="The parent flow of the instance, if it was created inside a flow.",
)
@model_validator(mode="after")
def _set_parent_flow(self, max_depth: int = 5) -> "FlowTrackable":
frame = inspect.currentframe()
try:
if frame is None:
return self
frame = frame.f_back
for _ in range(max_depth):
if frame is None:
break
candidate = frame.f_locals.get("self")
if isinstance(candidate, Flow):
self.parent_flow = candidate
break
frame = frame.f_back
finally:
del frame
return self

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@@ -13,6 +13,7 @@ from crewai.agents.parser import (
AgentFinish,
OutputParserException,
)
from crewai.flow.flow_trackable import FlowTrackable
from crewai.llm import LLM
from crewai.tools.base_tool import BaseTool
from crewai.tools.structured_tool import CrewStructuredTool
@@ -80,7 +81,7 @@ class LiteAgentOutput(BaseModel):
return self.raw
class LiteAgent(BaseModel):
class LiteAgent(FlowTrackable, BaseModel):
"""
A lightweight agent that can process messages and use tools.
@@ -162,7 +163,7 @@ class LiteAgent(BaseModel):
_messages: List[Dict[str, str]] = PrivateAttr(default_factory=list)
_iterations: int = PrivateAttr(default=0)
_printer: Printer = PrivateAttr(default_factory=Printer)
@model_validator(mode="after")
def setup_llm(self):
"""Set up the LLM and other components after initialization."""