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9 Commits

Author SHA1 Message Date
Devin AI
84a16abb4a Fix type checker errors in on_tool_use call
Co-Authored-By: Joe Moura <joao@crewai.com>
2025-04-10 16:31:55 +00:00
Devin AI
77ed11898b Fix import sorting in test file
Co-Authored-By: Joe Moura <joao@crewai.com>
2025-04-10 16:29:49 +00:00
Devin AI
c73c795993 Fix lint and type checker errors
Co-Authored-By: Joe Moura <joao@crewai.com>
2025-04-10 16:28:30 +00:00
Devin AI
4bd7d6968a Fix issue #2574: Enable CodeInterpreterTool execution
Co-Authored-By: Joe Moura <joao@crewai.com>
2025-04-10 16:25:01 +00:00
devin-ai-integration[bot]
c9f47e6a37 Add result_as_answer parameter to @tool decorator (Fixes #2561) (#2562)
Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
Co-authored-by: Joe Moura <joao@crewai.com>
2025-04-10 09:01:26 -04:00
x1x2
5780c3147a fix: correct parameter name in crew template test function (#2567)
This commit resolves an issue in the crew template generator where the test() 
function incorrectly uses 'openai_model_name' as a parameter name when calling 
Crew.test(), while the actual implementation expects 'eval_llm'.

The mismatch causes a TypeError when users run the generated test command:
"Crew.test() got an unexpected keyword argument 'openai_model_name'"

This change ensures that templates generated with 'crewai create crew' will 
produce code that aligns with the framework's API.
2025-04-10 08:51:10 -04:00
João Moura
98ccbeb4bd new version 2025-04-09 18:13:41 -07:00
Tony Kipkemboi
fbb156b9de Docs: Alphabetize sections, add YouTube video, improve layout (#2560) 2025-04-09 14:14:03 -07:00
Lorenze Jay
b73960cebe KISS: Refactor LiteAgent integration in flows to use Agents instead. … (#2556)
* KISS: Refactor LiteAgent integration in flows to use Agents instead. Update documentation and examples to reflect changes in class usage, including async support and structured output handling. Enhance tests for Agent functionality and ensure compatibility with new features.

* lint fix

* dropped for clarity
2025-04-09 11:54:45 -07:00
13 changed files with 218 additions and 71 deletions

View File

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

View File

@@ -4,6 +4,21 @@ 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 = "0.108.0"
version = "0.114.0"
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__ = "0.108.0"
__version__ = "0.114.0"
__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]), openai_model_name=sys.argv[2], inputs=inputs)
{{crew_name}}().crew().test(n_iterations=int(sys.argv[1]), eval_llm=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]>=0.108.0,<1.0.0"
"crewai[tools]>=0.114.0,<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]>=0.108.0,<1.0.0",
"crewai[tools]>=0.114.0,<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]>=0.108.0"
"crewai[tools]>=0.114.0"
]
[tool.crewai]

View File

@@ -244,9 +244,13 @@ def to_langchain(
return [t.to_structured_tool() if isinstance(t, BaseTool) else t for t in tools]
def tool(*args):
def tool(*args, result_as_answer=False):
"""
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:
@@ -272,6 +276,7 @@ def tool(*args):
description=f.__doc__,
func=f,
args_schema=args_schema,
result_as_answer=result_as_answer,
)
return _make_tool

View File

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

@@ -0,0 +1,71 @@
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

@@ -100,3 +100,25 @@ 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

@@ -1,19 +1,42 @@
version = 1
revision = 1
requires-python = ">=3.10, <3.13"
resolution-markers = [
"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')",
"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')",
]
[[package]]
@@ -321,7 +344,7 @@ name = "build"
version = "1.2.2.post1"
source = { registry = "https://pypi.org/simple" }
dependencies = [
{ 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 = "colorama", marker = "os_name == 'nt'" },
{ name = "importlib-metadata", marker = "python_full_version < '3.10.2'" },
{ name = "packaging" },
{ name = "pyproject-hooks" },
@@ -556,7 +579,7 @@ name = "click"
version = "8.1.8"
source = { registry = "https://pypi.org/simple" }
dependencies = [
{ name = "colorama", marker = "sys_platform == 'win32'" },
{ name = "colorama", marker = "platform_system == 'Windows'" },
]
sdist = { url = "https://files.pythonhosted.org/packages/b9/2e/0090cbf739cee7d23781ad4b89a9894a41538e4fcf4c31dcdd705b78eb8b/click-8.1.8.tar.gz", hash = "sha256:ed53c9d8990d83c2a27deae68e4ee337473f6330c040a31d4225c9574d16096a", size = 226593 }
wheels = [
@@ -607,7 +630,7 @@ wheels = [
[[package]]
name = "crewai"
version = "0.108.0"
version = "0.114.0"
source = { editable = "." }
dependencies = [
{ name = "appdirs" },
@@ -722,7 +745,6 @@ requires-dist = [
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