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13 changed files with 71 additions and 218 deletions

View File

@@ -76,7 +76,9 @@
"concepts/testing",
"concepts/cli",
"concepts/tools",
"concepts/event-listener"
"concepts/event-listener",
"concepts/langchain-tools",
"concepts/llamaindex-tools"
]
},
{
@@ -95,9 +97,7 @@
"how-to/kickoff-async",
"how-to/kickoff-for-each",
"how-to/replay-tasks-from-latest-crew-kickoff",
"how-to/conditional-tasks",
"how-to/langchain-tools",
"how-to/llamaindex-tools"
"how-to/conditional-tasks"
]
},
{
@@ -196,11 +196,6 @@
"anchor": "Community",
"href": "https://community.crewai.com",
"icon": "discourse"
},
{
"anchor": "Tutorials",
"href": "https://www.youtube.com/@crewAIInc",
"icon": "youtube"
}
]
}

View File

@@ -4,21 +4,6 @@ description: Get started with CrewAI - Install, configure, and build your first
icon: wrench
---
## Video Tutorial
Watch this video tutorial for a step-by-step demonstration of the installation process:
<iframe
width="100%"
height="400"
src="https://www.youtube.com/embed/-kSOTtYzgEw"
title="CrewAI Installation Guide"
frameborder="0"
style={{ borderRadius: '10px' }}
allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture"
allowfullscreen
></iframe>
## Text Tutorial
<Note>
**Python Version Requirements**

View File

@@ -1,6 +1,6 @@
[project]
name = "crewai"
version = "0.114.0"
version = "0.108.0"
description = "Cutting-edge framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks."
readme = "README.md"
requires-python = ">=3.10,<3.13"

View File

@@ -17,7 +17,7 @@ warnings.filterwarnings(
category=UserWarning,
module="pydantic.main",
)
__version__ = "0.114.0"
__version__ = "0.108.0"
__all__ = [
"Agent",
"Crew",

View File

@@ -60,7 +60,7 @@ def test():
"current_year": str(datetime.now().year)
}
try:
{{crew_name}}().crew().test(n_iterations=int(sys.argv[1]), eval_llm=sys.argv[2], inputs=inputs)
{{crew_name}}().crew().test(n_iterations=int(sys.argv[1]), openai_model_name=sys.argv[2], inputs=inputs)
except Exception as e:
raise Exception(f"An error occurred while testing the crew: {e}")

View File

@@ -5,7 +5,7 @@ description = "{{name}} using crewAI"
authors = [{ name = "Your Name", email = "you@example.com" }]
requires-python = ">=3.10,<3.13"
dependencies = [
"crewai[tools]>=0.114.0,<1.0.0"
"crewai[tools]>=0.108.0,<1.0.0"
]
[project.scripts]

View File

@@ -5,7 +5,7 @@ description = "{{name}} using crewAI"
authors = [{ name = "Your Name", email = "you@example.com" }]
requires-python = ">=3.10,<3.13"
dependencies = [
"crewai[tools]>=0.114.0,<1.0.0",
"crewai[tools]>=0.108.0,<1.0.0",
]
[project.scripts]

View File

@@ -5,7 +5,7 @@ description = "Power up your crews with {{folder_name}}"
readme = "README.md"
requires-python = ">=3.10,<3.13"
dependencies = [
"crewai[tools]>=0.114.0"
"crewai[tools]>=0.108.0"
]
[tool.crewai]

View File

@@ -244,13 +244,9 @@ def to_langchain(
return [t.to_structured_tool() if isinstance(t, BaseTool) else t for t in tools]
def tool(*args, result_as_answer=False):
def tool(*args):
"""
Decorator to create a tool from a function.
Args:
*args: Positional arguments, either the function to decorate or the tool name.
result_as_answer: Flag to indicate if the tool result should be used as the final agent answer.
"""
def _make_with_name(tool_name: str) -> Callable:
@@ -276,7 +272,6 @@ def tool(*args, result_as_answer=False):
description=f.__doc__,
func=f,
args_schema=args_schema,
result_as_answer=result_as_answer,
)
return _make_tool

View File

@@ -141,8 +141,7 @@ class ToolUsage:
self._printer.print(content=f"\n\n{error}\n", color="red")
return error
result = self._use(tool_string=tool_string, tool=tool, calling=calling)
return f"{result}"
return f"{self._use(tool_string=tool_string, tool=tool, calling=calling)}"
def _use(
self,
@@ -150,9 +149,9 @@ class ToolUsage:
tool: CrewStructuredTool,
calling: Union[ToolCalling, InstructorToolCalling],
) -> str:
if self._check_tool_repeated_usage(calling=calling):
if self._check_tool_repeated_usage(calling=calling): # type: ignore # _check_tool_repeated_usage of "ToolUsage" does not return a value (it only ever returns None)
try:
repeated_result = self._i18n.errors("task_repeated_usage").format(
result = self._i18n.errors("task_repeated_usage").format(
tool_names=self.tools_names
)
self._telemetry.tool_repeated_usage(
@@ -160,8 +159,8 @@ class ToolUsage:
tool_name=tool.name,
attempts=self._run_attempts,
)
repeated_result = self._format_result(result=repeated_result)
return repeated_result
result = self._format_result(result=result) # type: ignore # "_format_result" of "ToolUsage" does not return a value (it only ever returns None)
return result # type: ignore # Fix the return type of this function
except Exception:
if self.task:
@@ -169,15 +168,13 @@ class ToolUsage:
started_at = time.time()
from_cache = False
result: Optional[str] = None
result = None # type: ignore
if self.tools_handler and self.tools_handler.cache:
cache_result = self.tools_handler.cache.read(
result = self.tools_handler.cache.read(
tool=calling.tool_name, input=calling.arguments
)
if cache_result is not None:
result = cache_result
from_cache = True
) # type: ignore
from_cache = result is not None
available_tool = next(
(
@@ -239,32 +236,31 @@ class ToolUsage:
self._printer.print(
content=f"\n\n{error_message}\n", color="red"
)
return error
return error # type: ignore # No return value expected
if self.task:
self.task.increment_tools_errors()
return self.use(calling=calling, tool_string=tool_string)
return self.use(calling=calling, tool_string=tool_string) # type: ignore # No return value expected
if self.tools_handler:
should_cache = True
if available_tool is not None and (
if (
hasattr(available_tool, "cache_function")
and available_tool.cache_function
and available_tool.cache_function # type: ignore # Item "None" of "Any | None" has no attribute "cache_function"
):
should_cache = available_tool.cache_function(
should_cache = available_tool.cache_function( # type: ignore # Item "None" of "Any | None" has no attribute "cache_function"
calling.arguments, result
)
output_result = "" if result is None else result
self.tools_handler.on_tool_use(
calling=calling, output=output_result, should_cache=should_cache
calling=calling, output=result, should_cache=should_cache
)
self._telemetry.tool_usage(
llm=self.function_calling_llm,
tool_name=tool.name,
attempts=self._run_attempts,
)
result = self._format_result(result=result)
result = self._format_result(result=result) # type: ignore # "_format_result" of "ToolUsage" does not return a value (it only ever returns None)
data = {
"result": result,
"tool_name": tool.name,
@@ -279,13 +275,12 @@ class ToolUsage:
result=result,
)
if available_tool is not None and (
if (
hasattr(available_tool, "result_as_answer")
and available_tool.result_as_answer
and available_tool.result_as_answer # type: ignore # Item "None" of "Any | None" has no attribute "cache_function"
):
result_as_answer = available_tool.result_as_answer
if isinstance(result_as_answer, bool):
data["result_as_answer"] = result_as_answer
result_as_answer = available_tool.result_as_answer # type: ignore # Item "None" of "Any | None" has no attribute "result_as_answer"
data["result_as_answer"] = result_as_answer # type: ignore
if self.agent and hasattr(self.agent, "tools_results"):
self.agent.tools_results.append(data)
@@ -453,7 +448,7 @@ class ToolUsage:
self.task.increment_tools_errors()
if self.agent and self.agent.verbose:
self._printer.print(content=f"\n\n{e}\n", color="red")
return ToolUsageErrorException(
return ToolUsageErrorException( # type: ignore # Incompatible return value type (got "ToolUsageErrorException", expected "ToolCalling | InstructorToolCalling")
f"{self._i18n.errors('tool_usage_error').format(error=e)}\nMoving on then. {self._i18n.slice('format').format(tool_names=self.tools_names)}"
)
return self._tool_calling(tool_string)

View File

@@ -1,71 +0,0 @@
from typing import Any, Dict, List, Optional, Union
from unittest.mock import MagicMock, patch
import pytest
from crewai import Agent, Crew, Task
from crewai.agents.tools_handler import ToolsHandler
from crewai.tasks.task_output import TaskOutput
from crewai.tools import BaseTool
from crewai.tools.structured_tool import CrewStructuredTool
from crewai.tools.tool_calling import InstructorToolCalling, ToolCalling
from crewai.tools.tool_usage import ToolUsage
class TestCodeInterpreterTool(BaseTool):
name: str = "Test Code Interpreter"
description: str = "A test tool that simulates code execution."
result_as_answer: bool = False
execution_called: bool = False
def _run(self, code: str = "", libraries_used: List[str] = []) -> str:
self.execution_called = True
return f"Code executed: {code}"
def test_direct_tool_execution():
"""Test that the tool can be executed directly."""
test_tool = TestCodeInterpreterTool()
result = test_tool.run("print('Hello World')")
assert "Code executed" in result
assert test_tool.execution_called
def test_tool_usage_return_types():
"""Test that the ToolUsage methods return the correct types."""
agent_mock = MagicMock()
task_mock = MagicMock()
task_mock.used_tools = 0
tools_handler_mock = MagicMock()
tool_usage = ToolUsage(
tools_handler=tools_handler_mock,
tools=[],
task=task_mock,
function_calling_llm=None,
agent=agent_mock,
action=None
)
i18n_mock = MagicMock()
i18n_mock.slice.return_value.format.return_value = "Tool description"
tool_usage._i18n = i18n_mock
result = "test result"
formatted_result = tool_usage._format_result(result)
assert formatted_result is not None, "_format_result should return the result"
assert isinstance(formatted_result, str), "_format_result should return a string"
result = tool_usage._should_remember_format()
assert isinstance(result, bool), "_should_remember_format should return a boolean"
result = "test result"
remembered_result = tool_usage._remember_format(result)
assert remembered_result is not None, "_remember_format should return the result"
assert isinstance(remembered_result, str), "_remember_format should return a string"
tool_calling_mock = MagicMock()
result = tool_usage._check_tool_repeated_usage(tool_calling_mock)
assert isinstance(result, bool), "_check_tool_repeated_usage should return a boolean"

View File

@@ -100,25 +100,3 @@ def test_default_cache_function_is_true():
my_tool = MyCustomTool()
# Assert all the right attributes were defined
assert my_tool.cache_function()
def test_result_as_answer_in_tool_decorator():
@tool("Tool with result as answer", result_as_answer=True)
def my_tool_with_result_as_answer(question: str) -> str:
"""This tool will return its result as the final answer."""
return question
assert my_tool_with_result_as_answer.result_as_answer is True
converted_tool = my_tool_with_result_as_answer.to_structured_tool()
assert converted_tool.result_as_answer is True
@tool("Tool with default result_as_answer")
def my_tool_with_default(question: str) -> str:
"""This tool uses the default result_as_answer value."""
return question
assert my_tool_with_default.result_as_answer is False
converted_tool = my_tool_with_default.to_structured_tool()
assert converted_tool.result_as_answer is False

102
uv.lock generated
View File

@@ -1,42 +1,19 @@
version = 1
revision = 1
requires-python = ">=3.10, <3.13"
resolution-markers = [
"python_full_version < '3.11' and platform_system == 'Darwin' and sys_platform == 'darwin'",
"python_full_version < '3.11' and platform_machine == 'aarch64' and platform_system == 'Linux' and sys_platform == 'darwin'",
"(python_full_version < '3.11' and platform_machine != 'aarch64' and platform_system != 'Darwin' and sys_platform == 'darwin') or (python_full_version < '3.11' and platform_system != 'Darwin' and platform_system != 'Linux' and sys_platform == 'darwin')",
"python_full_version < '3.11' and platform_machine == 'aarch64' and platform_system == 'Darwin' and sys_platform == 'linux'",
"python_full_version < '3.11' and platform_machine == 'aarch64' and platform_system == 'Linux' and sys_platform == 'linux'",
"python_full_version < '3.11' and platform_machine == 'aarch64' and platform_system != 'Darwin' and platform_system != 'Linux' and sys_platform == 'linux'",
"(python_full_version < '3.11' and platform_machine != 'aarch64' and platform_system == 'Darwin' and sys_platform != 'darwin') or (python_full_version < '3.11' and platform_system == 'Darwin' and sys_platform != 'darwin' and sys_platform != 'linux')",
"python_full_version < '3.11' and platform_machine == 'aarch64' and platform_system == 'Linux' and sys_platform != 'darwin' and sys_platform != 'linux'",
"(python_full_version < '3.11' and platform_machine != 'aarch64' and platform_system != 'Darwin' and sys_platform != 'darwin') or (python_full_version < '3.11' and platform_system != 'Darwin' and platform_system != 'Linux' and sys_platform != 'darwin' and sys_platform != 'linux')",
"python_full_version == '3.11.*' and platform_system == 'Darwin' and sys_platform == 'darwin'",
"python_full_version == '3.11.*' and platform_machine == 'aarch64' and platform_system == 'Linux' and sys_platform == 'darwin'",
"(python_full_version == '3.11.*' and platform_machine != 'aarch64' and platform_system != 'Darwin' and sys_platform == 'darwin') or (python_full_version == '3.11.*' and platform_system != 'Darwin' and platform_system != 'Linux' and sys_platform == 'darwin')",
"python_full_version == '3.11.*' and platform_machine == 'aarch64' and platform_system == 'Darwin' and sys_platform == 'linux'",
"python_full_version == '3.11.*' and platform_machine == 'aarch64' and platform_system == 'Linux' and sys_platform == 'linux'",
"python_full_version == '3.11.*' and platform_machine == 'aarch64' and platform_system != 'Darwin' and platform_system != 'Linux' and sys_platform == 'linux'",
"(python_full_version == '3.11.*' and platform_machine != 'aarch64' and platform_system == 'Darwin' and sys_platform != 'darwin') or (python_full_version == '3.11.*' and platform_system == 'Darwin' and sys_platform != 'darwin' and sys_platform != 'linux')",
"python_full_version == '3.11.*' and platform_machine == 'aarch64' and platform_system == 'Linux' and sys_platform != 'darwin' and sys_platform != 'linux'",
"(python_full_version == '3.11.*' and platform_machine != 'aarch64' and platform_system != 'Darwin' and sys_platform != 'darwin') or (python_full_version == '3.11.*' and platform_system != 'Darwin' and platform_system != 'Linux' and sys_platform != 'darwin' and sys_platform != 'linux')",
"python_full_version >= '3.12' and python_full_version < '3.12.4' and platform_system == 'Darwin' and sys_platform == 'darwin'",
"python_full_version >= '3.12' and python_full_version < '3.12.4' and platform_machine == 'aarch64' and platform_system == 'Linux' and sys_platform == 'darwin'",
"(python_full_version >= '3.12' and python_full_version < '3.12.4' and platform_machine != 'aarch64' and platform_system != 'Darwin' and sys_platform == 'darwin') or (python_full_version >= '3.12' and python_full_version < '3.12.4' and platform_system != 'Darwin' and platform_system != 'Linux' and sys_platform == 'darwin')",
"python_full_version >= '3.12' and python_full_version < '3.12.4' and platform_machine == 'aarch64' and platform_system == 'Darwin' and sys_platform == 'linux'",
"python_full_version >= '3.12' and python_full_version < '3.12.4' and platform_machine == 'aarch64' and platform_system == 'Linux' and sys_platform == 'linux'",
"python_full_version >= '3.12' and python_full_version < '3.12.4' and platform_machine == 'aarch64' and platform_system != 'Darwin' and platform_system != 'Linux' and sys_platform == 'linux'",
"(python_full_version >= '3.12' and python_full_version < '3.12.4' and platform_machine != 'aarch64' and platform_system == 'Darwin' and sys_platform != 'darwin') or (python_full_version >= '3.12' and python_full_version < '3.12.4' and platform_system == 'Darwin' and sys_platform != 'darwin' and sys_platform != 'linux')",
"python_full_version >= '3.12' and python_full_version < '3.12.4' and platform_machine == 'aarch64' and platform_system == 'Linux' and sys_platform != 'darwin' and sys_platform != 'linux'",
"(python_full_version >= '3.12' and python_full_version < '3.12.4' and platform_machine != 'aarch64' and platform_system != 'Darwin' and sys_platform != 'darwin') or (python_full_version >= '3.12' and python_full_version < '3.12.4' and platform_system != 'Darwin' and platform_system != 'Linux' and sys_platform != 'darwin' and sys_platform != 'linux')",
"python_full_version >= '3.12.4' and platform_system == 'Darwin' and sys_platform == 'darwin'",
"python_full_version >= '3.12.4' and platform_machine == 'aarch64' and platform_system == 'Linux' and sys_platform == 'darwin'",
"(python_full_version >= '3.12.4' and platform_machine != 'aarch64' and platform_system != 'Darwin' and sys_platform == 'darwin') or (python_full_version >= '3.12.4' and platform_system != 'Darwin' and platform_system != 'Linux' and sys_platform == 'darwin')",
"python_full_version >= '3.12.4' and platform_machine == 'aarch64' and platform_system == 'Darwin' and sys_platform == 'linux'",
"python_full_version >= '3.12.4' and platform_machine == 'aarch64' and platform_system == 'Linux' and sys_platform == 'linux'",
"python_full_version >= '3.12.4' and platform_machine == 'aarch64' and platform_system != 'Darwin' and platform_system != 'Linux' and sys_platform == 'linux'",
"(python_full_version >= '3.12.4' and platform_machine != 'aarch64' and platform_system == 'Darwin' and sys_platform != 'darwin') or (python_full_version >= '3.12.4' and platform_system == 'Darwin' and sys_platform != 'darwin' and sys_platform != 'linux')",
"python_full_version >= '3.12.4' and platform_machine == 'aarch64' and platform_system == 'Linux' and sys_platform != 'darwin' and sys_platform != 'linux'",
"(python_full_version >= '3.12.4' and platform_machine != 'aarch64' and platform_system != 'Darwin' and sys_platform != 'darwin') or (python_full_version >= '3.12.4' and platform_system != 'Darwin' and platform_system != 'Linux' and sys_platform != 'darwin' and sys_platform != 'linux')",
"python_full_version < '3.11' and sys_platform == 'darwin'",
"python_full_version < '3.11' and platform_machine == 'aarch64' and sys_platform == 'linux'",
"(python_full_version < '3.11' and platform_machine != 'aarch64' and sys_platform == 'linux') or (python_full_version < '3.11' and sys_platform != 'darwin' and sys_platform != 'linux')",
"python_full_version == '3.11.*' and sys_platform == 'darwin'",
"python_full_version == '3.11.*' and platform_machine == 'aarch64' and sys_platform == 'linux'",
"(python_full_version == '3.11.*' and platform_machine != 'aarch64' and sys_platform == 'linux') or (python_full_version == '3.11.*' and sys_platform != 'darwin' and sys_platform != 'linux')",
"python_full_version >= '3.12' and python_full_version < '3.12.4' and sys_platform == 'darwin'",
"python_full_version >= '3.12' and python_full_version < '3.12.4' and platform_machine == 'aarch64' and sys_platform == 'linux'",
"(python_full_version >= '3.12' and python_full_version < '3.12.4' and platform_machine != 'aarch64' and sys_platform == 'linux') or (python_full_version >= '3.12' and python_full_version < '3.12.4' and sys_platform != 'darwin' and sys_platform != 'linux')",
"python_full_version >= '3.12.4' and sys_platform == 'darwin'",
"python_full_version >= '3.12.4' and platform_machine == 'aarch64' and sys_platform == 'linux'",
"(python_full_version >= '3.12.4' and platform_machine != 'aarch64' and sys_platform == 'linux') or (python_full_version >= '3.12.4' and sys_platform != 'darwin' and sys_platform != 'linux')",
]
[[package]]
@@ -344,7 +321,7 @@ name = "build"
version = "1.2.2.post1"
source = { registry = "https://pypi.org/simple" }
dependencies = [
{ name = "colorama", marker = "os_name == 'nt'" },
{ name = "colorama", marker = "(os_name == 'nt' and platform_machine != 'aarch64' and sys_platform == 'linux') or (os_name == 'nt' and sys_platform != 'darwin' and sys_platform != 'linux')" },
{ name = "importlib-metadata", marker = "python_full_version < '3.10.2'" },
{ name = "packaging" },
{ name = "pyproject-hooks" },
@@ -579,7 +556,7 @@ name = "click"
version = "8.1.8"
source = { registry = "https://pypi.org/simple" }
dependencies = [
{ name = "colorama", marker = "platform_system == 'Windows'" },
{ name = "colorama", marker = "sys_platform == 'win32'" },
]
sdist = { url = "https://files.pythonhosted.org/packages/b9/2e/0090cbf739cee7d23781ad4b89a9894a41538e4fcf4c31dcdd705b78eb8b/click-8.1.8.tar.gz", hash = "sha256:ed53c9d8990d83c2a27deae68e4ee337473f6330c040a31d4225c9574d16096a", size = 226593 }
wheels = [
@@ -630,7 +607,7 @@ wheels = [
[[package]]
name = "crewai"
version = "0.114.0"
version = "0.108.0"
source = { editable = "." }
dependencies = [
{ name = "appdirs" },
@@ -745,6 +722,7 @@ requires-dist = [
{ name = "tomli-w", specifier = ">=1.1.0" },
{ name = "uv", specifier = ">=0.4.25" },
]
provides-extras = ["tools", "embeddings", "agentops", "fastembed", "pdfplumber", "pandas", "openpyxl", "mem0", "docling", "aisuite"]
[package.metadata.requires-dev]
dev = [
@@ -2518,7 +2496,7 @@ version = "1.6.1"
source = { registry = "https://pypi.org/simple" }
dependencies = [
{ name = "click" },
{ name = "colorama", marker = "platform_system == 'Windows'" },
{ name = "colorama", marker = "sys_platform == 'win32'" },
{ name = "ghp-import" },
{ name = "jinja2" },
{ name = "markdown" },
@@ -2699,7 +2677,7 @@ version = "2.10.2"
source = { registry = "https://pypi.org/simple" }
dependencies = [
{ name = "pygments" },
{ name = "pywin32", marker = "platform_system == 'Windows'" },
{ name = "pywin32", marker = "sys_platform == 'win32'" },
{ name = "tqdm" },
]
sdist = { url = "https://files.pythonhosted.org/packages/3a/93/80ac75c20ce54c785648b4ed363c88f148bf22637e10c9863db4fbe73e74/mpire-2.10.2.tar.gz", hash = "sha256:f66a321e93fadff34585a4bfa05e95bd946cf714b442f51c529038eb45773d97", size = 271270 }
@@ -2946,7 +2924,7 @@ name = "nvidia-cudnn-cu12"
version = "9.1.0.70"
source = { registry = "https://pypi.org/simple" }
dependencies = [
{ name = "nvidia-cublas-cu12", marker = "(platform_machine != 'aarch64' and platform_system != 'Darwin') or (platform_system != 'Darwin' and platform_system != 'Linux' and sys_platform != 'linux')" },
{ name = "nvidia-cublas-cu12", marker = "(platform_machine != 'aarch64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux')" },
]
wheels = [
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