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12 Commits

Author SHA1 Message Date
Lucas Gomide
11d4229eb6 Merge branch 'main' into lg-crew-structure-docs 2025-04-30 10:23:26 -03:00
Lucas Gomide
1c2976c4d1 build: downgrade litellm to 1.167.1 (#2711)
The version 1.167.2 is not compatible with Windows
2025-04-30 09:23:14 -04:00
Lucas Gomide
1df46bb97b Merge branch 'main' into lg-crew-structure-docs 2025-04-29 18:56:02 -03:00
Greyson LaLonde
25c8155609 chore: add missing __init__.py files (#2719)
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Add `__init__.py` files to 20 directories to conform with Python package standards. This ensures directories are properly recognized as packages, enabling cleaner imports.
2025-04-29 07:35:26 -07:00
Vini Brasil
55b07506c2 Remove logging setting from global context (#2720)
This commit fixes a bug where changing logging level would be overriden
by `src/crewai/project/crew_base.py`. For example, the following snippet
on top of a crew or flow would not work:

```python
logging.basicConfig(
    level=logging.INFO,
    format='%(asctime)s - %(name)s - %(levelname)s - %(message)s'
)
logger = logging.getLogger(__name__)
```

Crews and flows should be able to set their own log level, without being
overriden by CrewAI library code.
2025-04-29 11:21:41 -03:00
Lucas Gomide
3cfc35bc5d Merge branch 'main' into lg-crew-structure-docs 2025-04-28 16:59:08 -03:00
Lucas Gomide
a536db6980 docs: remove CrewStructuredTool from public documentation
It is used internally and should not be recommended for building tools intended for Agent consumption
2025-04-28 15:31:39 -03:00
Vidit Ostwal
59f34d900a Fixes missing prompt template or system template (#2408)
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* Fix issue #2402: Handle missing templates gracefully

Co-Authored-By: Joe Moura <joao@crewai.com>

* Fix import sorting in test files

Co-Authored-By: Joe Moura <joao@crewai.com>

* Bluit in top of devin-ai integration

* Fixed test cases

* Fixed test cases

* fixed linting issue

* Added docs

---------

Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
Co-authored-by: Joe Moura <joao@crewai.com>
2025-04-28 14:04:32 -04:00
João Moura
4f6054d439 new version
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2025-04-28 07:39:38 -07:00
Dev Khant
a86a1213c7 Fix Mem0 OSS (#2604)
* Fix Mem0 OSS

* add test

* fix lint and tests

* fix

* add tests

* drop test

* changed to class comparision

* fixed test cases

* Update src/crewai/memory/storage/mem0_storage.py

* Update src/crewai/memory/storage/mem0_storage.py

* fix

* fix lock file

---------

Co-authored-by: Vidit-Ostwal <viditostwal@gmail.com>
2025-04-28 10:37:31 -04:00
Lucas Gomide
566935fb94 upgrade liteLLM to latest version (#2684)
* build(litellm): upgrade LiteLLM to latest version

* fix: update filtered logs from LiteLLM

* Fix for a missing backtick

---------

Co-authored-by: Mike Plachta <mike@crewai.com>
Co-authored-by: Lorenze Jay <63378463+lorenzejay@users.noreply.github.com>
2025-04-28 09:46:40 -04:00
Lucas Gomide
3a66746a99 build: upgrade crewai-tools (#2705)
* build: upgrade crewai-tools

* build: prepare new version
2025-04-28 06:38:56 -07:00
35 changed files with 385 additions and 79 deletions

View File

@@ -255,7 +255,11 @@ custom_agent = Agent(
- `response_template`: Formats agent responses
<Note>
When using custom templates, you can use variables like `{role}`, `{goal}`, and `{input}` in your templates. These will be automatically populated during execution.
When using custom templates, ensure that both `system_template` and `prompt_template` are defined. The `response_template` is optional but recommended for consistent output formatting.
</Note>
<Note>
When using custom templates, you can use variables like `{role}`, `{goal}`, and `{backstory}` in your templates. These will be automatically populated during execution.
</Note>
## Agent Tools

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@@ -190,48 +190,6 @@ def my_tool(question: str) -> str:
return "Result from your custom tool"
```
### Structured Tools
The `StructuredTool` class wraps functions as tools, providing flexibility and validation while reducing boilerplate. It supports custom schemas and dynamic logic for seamless integration of complex functionalities.
#### Example:
Using `StructuredTool.from_function`, you can wrap a function that interacts with an external API or system, providing a structured interface. This enables robust validation and consistent execution, making it easier to integrate complex functionalities into your applications as demonstrated in the following example:
```python
from crewai.tools.structured_tool import CrewStructuredTool
from pydantic import BaseModel
# Define the schema for the tool's input using Pydantic
class APICallInput(BaseModel):
endpoint: str
parameters: dict
# Wrapper function to execute the API call
def tool_wrapper(*args, **kwargs):
# Here, you would typically call the API using the parameters
# For demonstration, we'll return a placeholder string
return f"Call the API at {kwargs['endpoint']} with parameters {kwargs['parameters']}"
# Create and return the structured tool
def create_structured_tool():
return CrewStructuredTool.from_function(
name='Wrapper API',
description="A tool to wrap API calls with structured input.",
args_schema=APICallInput,
func=tool_wrapper,
)
# Example usage
structured_tool = create_structured_tool()
# Execute the tool with structured input
result = structured_tool._run(**{
"endpoint": "https://example.com/api",
"parameters": {"key1": "value1", "key2": "value2"}
})
print(result) # Output: Call the API at https://example.com/api with parameters {'key1': 'value1', 'key2': 'value2'}
```
### Custom Caching Mechanism
<Tip>

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@@ -1,6 +1,6 @@
[project]
name = "crewai"
version = "0.117.0"
version = "0.117.1"
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"
@@ -11,7 +11,7 @@ dependencies = [
# Core Dependencies
"pydantic>=2.4.2",
"openai>=1.13.3",
"litellm==1.60.2",
"litellm==1.67.1",
"instructor>=1.3.3",
# Text Processing
"pdfplumber>=0.11.4",
@@ -45,7 +45,7 @@ Documentation = "https://docs.crewai.com"
Repository = "https://github.com/crewAIInc/crewAI"
[project.optional-dependencies]
tools = ["crewai-tools~=0.40.1"]
tools = ["crewai-tools~=0.42.2"]
embeddings = [
"tiktoken~=0.7.0"
]
@@ -60,7 +60,7 @@ pandas = [
openpyxl = [
"openpyxl>=3.1.5",
]
mem0 = ["mem0ai>=0.1.29"]
mem0 = ["mem0ai>=0.1.94"]
docling = [
"docling>=2.12.0",
]

View File

@@ -17,7 +17,7 @@ warnings.filterwarnings(
category=UserWarning,
module="pydantic.main",
)
__version__ = "0.117.0"
__version__ = "0.117.1"
__all__ = [
"Agent",
"Crew",

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@@ -0,0 +1 @@
"""LangGraph adapter for crewAI."""

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@@ -0,0 +1 @@
"""OpenAI agent adapters for crewAI."""

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@@ -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]>=0.117.0,<1.0.0"
"crewai[tools]>=0.117.1,<1.0.0"
]
[project.scripts]

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@@ -0,0 +1 @@
"""Poem crew template."""

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]>=0.117.0,<1.0.0",
"crewai[tools]>=0.117.1,<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]>=0.117.0"
"crewai[tools]>=0.117.1"
]
[tool.crewai]

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@@ -0,0 +1 @@
"""Knowledge utilities for crewAI."""

View File

@@ -65,7 +65,7 @@ class FilteredStream:
if (
"Give Feedback / Get Help: https://github.com/BerriAI/litellm/issues/new"
in s
or "LiteLLM.Info: If you need to debug this error, use `litellm.set_verbose=True`"
or "LiteLLM.Info: If you need to debug this error, use `litellm._turn_on_debug()`"
in s
):
return 0

View File

@@ -0,0 +1 @@
"""LLM implementations for crewAI."""

View File

@@ -0,0 +1 @@
"""Third-party LLM implementations for crewAI."""

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@@ -0,0 +1 @@
"""Memory storage implementations for crewAI."""

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@@ -88,7 +88,9 @@ class Mem0Storage(Storage):
}
if params:
self.memory.add(value, **params | {"output_format": "v1.1"})
if isinstance(self.memory, MemoryClient):
params["output_format"] = "v1.1"
self.memory.add(value, **params)
def search(
self,
@@ -96,7 +98,7 @@ class Mem0Storage(Storage):
limit: int = 3,
score_threshold: float = 0.35,
) -> List[Any]:
params = {"query": query, "limit": limit}
params = {"query": query, "limit": limit, "output_format": "v1.1"}
if user_id := self._get_user_id():
params["user_id"] = user_id
@@ -116,8 +118,11 @@ class Mem0Storage(Storage):
# Discard the filters for now since we create the filters
# automatically when the crew is created.
if isinstance(self.memory, Memory):
del params["metadata"], params["output_format"]
results = self.memory.search(**params)
return [r for r in results if r["score"] >= score_threshold]
return [r for r in results["results"] if r["score"] >= score_threshold]
def _get_user_id(self) -> str:
return self._get_config().get("user_id", "")

View File

@@ -8,8 +8,6 @@ from dotenv import load_dotenv
load_dotenv()
logging.basicConfig(level=logging.WARNING)
T = TypeVar("T", bound=type)
"""Base decorator for creating crew classes with configuration and function management."""

View File

@@ -0,0 +1 @@
"""Agent tools for crewAI."""

View File

@@ -0,0 +1 @@
"""Evaluators for crewAI."""

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@@ -0,0 +1 @@
"""Event utilities for crewAI."""

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@@ -0,0 +1 @@
"""Exceptions for crewAI."""

View File

@@ -54,10 +54,12 @@ class Prompts(BaseModel):
response_template=None,
) -> str:
"""Constructs a prompt string from specified components."""
if not system_template and not prompt_template:
if not system_template or not prompt_template:
# If any of the required templates are missing, fall back to the default format
prompt_parts = [self.i18n.slice(component) for component in components]
prompt = "".join(prompt_parts)
else:
# All templates are provided, use them
prompt_parts = [
self.i18n.slice(component)
for component in components
@@ -67,8 +69,12 @@ class Prompts(BaseModel):
prompt = prompt_template.replace(
"{{ .Prompt }}", "".join(self.i18n.slice("task"))
)
response = response_template.split("{{ .Response }}")[0]
prompt = f"{system}\n{prompt}\n{response}"
# Handle missing response_template
if response_template:
response = response_template.split("{{ .Response }}")[0]
prompt = f"{system}\n{prompt}\n{response}"
else:
prompt = f"{system}\n{prompt}"
prompt = (
prompt.replace("{goal}", self.agent.goal)

View File

@@ -72,9 +72,54 @@ def test_agent_creation():
assert agent.role == "test role"
assert agent.goal == "test goal"
assert agent.backstory == "test backstory"
assert agent.tools == []
def test_agent_with_only_system_template():
"""Test that an agent with only system_template works without errors."""
agent = Agent(
role="Test Role",
goal="Test Goal",
backstory="Test Backstory",
allow_delegation=False,
system_template="You are a test agent...",
# prompt_template is intentionally missing
)
assert agent.role == "Test Role"
assert agent.goal == "Test Goal"
assert agent.backstory == "Test Backstory"
def test_agent_with_only_prompt_template():
"""Test that an agent with only system_template works without errors."""
agent = Agent(
role="Test Role",
goal="Test Goal",
backstory="Test Backstory",
allow_delegation=False,
prompt_template="You are a test agent...",
# prompt_template is intentionally missing
)
assert agent.role == "Test Role"
assert agent.goal == "Test Goal"
assert agent.backstory == "Test Backstory"
def test_agent_with_missing_response_template():
"""Test that an agent with system_template and prompt_template but no response_template works without errors."""
agent = Agent(
role="Test Role",
goal="Test Goal",
backstory="Test Backstory",
allow_delegation=False,
system_template="You are a test agent...",
prompt_template="This is a test prompt...",
# response_template is intentionally missing
)
assert agent.role == "Test Role"
assert agent.goal == "Test Goal"
assert agent.backstory == "Test Backstory"
def test_agent_default_values():
agent = Agent(role="test role", goal="test goal", backstory="test backstory")
assert agent.llm.model == "gpt-4o-mini"

View File

@@ -0,0 +1 @@
"""Tests for agent adapters."""

View File

@@ -0,0 +1 @@
"""Tests for agent builder."""

View File

@@ -0,0 +1 @@
"""Tests for CLI deploy."""

1
tests/memory/__init__.py Normal file
View File

@@ -0,0 +1 @@
"""Tests for memory."""

View File

@@ -1,4 +1,3 @@
from unittest.mock import MagicMock, patch
import pytest
@@ -65,4 +64,4 @@ def test_save_and_search(user_memory):
with patch.object(UserMemory, 'search', return_value=expected_result) as mock_search:
find = UserMemory.search("test value", score_threshold=0.01)[0]
mock_search.assert_called_once_with("test value", score_threshold=0.01)
assert find == expected_result[0]
assert find == expected_result[0]

View File

@@ -0,0 +1 @@
"""Tests for storage."""

View File

@@ -15,6 +15,7 @@ from crewai.task import Task
class MockCrew:
def __init__(self, memory_config):
self.memory_config = memory_config
self.agents = [MagicMock(role="Test Agent")]
@pytest.fixture
@@ -107,11 +108,13 @@ def mem0_storage_with_memory_client_using_config_from_crew(mock_mem0_memory_clie
@pytest.fixture
def mem0_storage_with_memory_client_using_explictly_config(mock_mem0_memory_client):
def mem0_storage_with_memory_client_using_explictly_config(mock_mem0_memory_client, mock_mem0_memory):
"""Fixture to create a Mem0Storage instance with mocked dependencies"""
# We need to patch the MemoryClient before it's instantiated
with patch.object(MemoryClient, "__new__", return_value=mock_mem0_memory_client):
# We need to patch both MemoryClient and Memory to prevent actual initialization
with patch.object(MemoryClient, "__new__", return_value=mock_mem0_memory_client), \
patch.object(Memory, "__new__", return_value=mock_mem0_memory):
crew = MockCrew(
memory_config={
"provider": "mem0",
@@ -155,3 +158,82 @@ def test_mem0_storage_with_explict_config(
mem0_storage_with_memory_client_using_explictly_config.memory_config
== expected_config
)
def test_save_method_with_memory_oss(mem0_storage_with_mocked_config):
"""Test save method for different memory types"""
mem0_storage, _, _ = mem0_storage_with_mocked_config
mem0_storage.memory.add = MagicMock()
# Test short_term memory type (already set in fixture)
test_value = "This is a test memory"
test_metadata = {"key": "value"}
mem0_storage.save(test_value, test_metadata)
mem0_storage.memory.add.assert_called_once_with(
test_value,
agent_id="Test_Agent",
infer=False,
metadata={"type": "short_term", "key": "value"},
)
def test_save_method_with_memory_client(mem0_storage_with_memory_client_using_config_from_crew):
"""Test save method for different memory types"""
mem0_storage = mem0_storage_with_memory_client_using_config_from_crew
mem0_storage.memory.add = MagicMock()
# Test short_term memory type (already set in fixture)
test_value = "This is a test memory"
test_metadata = {"key": "value"}
mem0_storage.save(test_value, test_metadata)
mem0_storage.memory.add.assert_called_once_with(
test_value,
agent_id="Test_Agent",
infer=False,
metadata={"type": "short_term", "key": "value"},
output_format="v1.1"
)
def test_search_method_with_memory_oss(mem0_storage_with_mocked_config):
"""Test search method for different memory types"""
mem0_storage, _, _ = mem0_storage_with_mocked_config
mock_results = {"results": [{"score": 0.9, "content": "Result 1"}, {"score": 0.4, "content": "Result 2"}]}
mem0_storage.memory.search = MagicMock(return_value=mock_results)
results = mem0_storage.search("test query", limit=5, score_threshold=0.5)
mem0_storage.memory.search.assert_called_once_with(
query="test query",
limit=5,
agent_id="Test_Agent",
user_id="test_user"
)
assert len(results) == 1
assert results[0]["content"] == "Result 1"
def test_search_method_with_memory_client(mem0_storage_with_memory_client_using_config_from_crew):
"""Test search method for different memory types"""
mem0_storage = mem0_storage_with_memory_client_using_config_from_crew
mock_results = {"results": [{"score": 0.9, "content": "Result 1"}, {"score": 0.4, "content": "Result 2"}]}
mem0_storage.memory.search = MagicMock(return_value=mock_results)
results = mem0_storage.search("test query", limit=5, score_threshold=0.5)
mem0_storage.memory.search.assert_called_once_with(
query="test query",
limit=5,
agent_id="Test_Agent",
metadata={"type": "short_term"},
user_id="test_user",
output_format='v1.1'
)
assert len(results) == 1
assert results[0]["content"] == "Result 1"

1
tests/tools/__init__.py Normal file
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@@ -0,0 +1 @@
"""Tests for tools."""

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@@ -0,0 +1 @@
"""Tests for utilities."""

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@@ -0,0 +1 @@
"""Tests for evaluators."""

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@@ -0,0 +1 @@
"""Tests for events."""

215
uv.lock generated
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@@ -73,6 +73,78 @@ resolution-markers = [
"(python_full_version >= '3.12.4' and platform_machine != 'aarch64' and platform_python_implementation != 'PyPy' and platform_system == 'Darwin' and sys_platform != 'darwin') or (python_full_version >= '3.12.4' and platform_python_implementation != 'PyPy' and platform_system == 'Darwin' and sys_platform != 'darwin' and sys_platform != 'linux')",
"python_full_version >= '3.12.4' and platform_machine == 'aarch64' and platform_python_implementation != 'PyPy' and platform_system == 'Linux' and sys_platform != 'darwin' and sys_platform != 'linux'",
"(python_full_version >= '3.12.4' and platform_machine != 'aarch64' and platform_python_implementation != 'PyPy' and platform_system != 'Darwin' and sys_platform != 'darwin') or (python_full_version >= '3.12.4' and platform_python_implementation != 'PyPy' and platform_system != 'Darwin' and platform_system != 'Linux' and sys_platform != 'darwin' and sys_platform != 'linux')",
"python_full_version < '3.11' and platform_python_implementation == 'PyPy' and platform_system == 'Darwin' and sys_platform == 'darwin'",
"python_full_version < '3.11' and platform_machine == 'aarch64' and platform_python_implementation == 'PyPy' and platform_system == 'Linux' and sys_platform == 'darwin'",
"(python_full_version < '3.11' and platform_machine != 'aarch64' and platform_python_implementation == 'PyPy' and platform_system != 'Darwin' and sys_platform == 'darwin') or (python_full_version < '3.11' and platform_python_implementation == 'PyPy' and platform_system != 'Darwin' and platform_system != 'Linux' and sys_platform == 'darwin')",
"python_full_version < '3.11' and platform_python_implementation != 'PyPy' and platform_system == 'Darwin' and sys_platform == 'darwin'",
"python_full_version < '3.11' and platform_machine == 'aarch64' and platform_python_implementation != 'PyPy' and platform_system == 'Linux' and sys_platform == 'darwin'",
"(python_full_version < '3.11' and platform_machine != 'aarch64' and platform_python_implementation != 'PyPy' and platform_system != 'Darwin' and sys_platform == 'darwin') or (python_full_version < '3.11' and platform_python_implementation != 'PyPy' and platform_system != 'Darwin' and platform_system != 'Linux' and sys_platform == 'darwin')",
"python_full_version < '3.11' and platform_machine == 'aarch64' and platform_python_implementation == 'PyPy' and platform_system == 'Darwin' and sys_platform == 'linux'",
"python_full_version < '3.11' and platform_machine == 'aarch64' and platform_python_implementation == 'PyPy' and platform_system == 'Linux' and sys_platform == 'linux'",
"python_full_version < '3.11' and platform_machine == 'aarch64' and platform_python_implementation == 'PyPy' and platform_system != 'Darwin' and platform_system != 'Linux' and sys_platform == 'linux'",
"python_full_version < '3.11' and platform_machine == 'aarch64' and platform_python_implementation != 'PyPy' and platform_system == 'Darwin' and sys_platform == 'linux'",
"python_full_version < '3.11' and platform_machine == 'aarch64' and platform_python_implementation != 'PyPy' and platform_system == 'Linux' and sys_platform == 'linux'",
"python_full_version < '3.11' and platform_machine == 'aarch64' and platform_python_implementation != 'PyPy' and platform_system != 'Darwin' and platform_system != 'Linux' and sys_platform == 'linux'",
"(python_full_version < '3.11' and platform_machine != 'aarch64' and platform_python_implementation == 'PyPy' and platform_system == 'Darwin' and sys_platform != 'darwin') or (python_full_version < '3.11' and platform_python_implementation == 'PyPy' and platform_system == 'Darwin' and sys_platform != 'darwin' and sys_platform != 'linux')",
"python_full_version < '3.11' and platform_machine == 'aarch64' and platform_python_implementation == 'PyPy' and platform_system == 'Linux' and sys_platform != 'darwin' and sys_platform != 'linux'",
"(python_full_version < '3.11' and platform_machine != 'aarch64' and platform_python_implementation == 'PyPy' and platform_system != 'Darwin' and sys_platform != 'darwin') or (python_full_version < '3.11' and platform_python_implementation == 'PyPy' and platform_system != 'Darwin' and platform_system != 'Linux' and sys_platform != 'darwin' and sys_platform != 'linux')",
"(python_full_version < '3.11' and platform_machine != 'aarch64' and platform_python_implementation != 'PyPy' and platform_system == 'Darwin' and sys_platform != 'darwin') or (python_full_version < '3.11' and platform_python_implementation != 'PyPy' and platform_system == 'Darwin' and sys_platform != 'darwin' and sys_platform != 'linux')",
"python_full_version < '3.11' and platform_machine == 'aarch64' and platform_python_implementation != 'PyPy' and platform_system == 'Linux' and sys_platform != 'darwin' and sys_platform != 'linux'",
"(python_full_version < '3.11' and platform_machine != 'aarch64' and platform_python_implementation != 'PyPy' and platform_system != 'Darwin' and sys_platform != 'darwin') or (python_full_version < '3.11' and platform_python_implementation != 'PyPy' and platform_system != 'Darwin' and platform_system != 'Linux' and sys_platform != 'darwin' and sys_platform != 'linux')",
"python_full_version == '3.11.*' and platform_python_implementation == 'PyPy' and platform_system == 'Darwin' and sys_platform == 'darwin'",
"python_full_version == '3.11.*' and platform_machine == 'aarch64' and platform_python_implementation == 'PyPy' and platform_system == 'Linux' and sys_platform == 'darwin'",
"(python_full_version == '3.11.*' and platform_machine != 'aarch64' and platform_python_implementation == 'PyPy' and platform_system != 'Darwin' and sys_platform == 'darwin') or (python_full_version == '3.11.*' and platform_python_implementation == 'PyPy' and platform_system != 'Darwin' and platform_system != 'Linux' and sys_platform == 'darwin')",
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"python_full_version < '3.11' and platform_python_implementation != 'PyPy' and platform_system == 'Darwin' and sys_platform == 'darwin'",
"python_full_version < '3.11' and platform_machine == 'aarch64' and platform_python_implementation != 'PyPy' and platform_system == 'Linux' and sys_platform == 'darwin'",
"(python_full_version < '3.11' and platform_machine != 'aarch64' and platform_python_implementation != 'PyPy' and platform_system != 'Darwin' and sys_platform == 'darwin') or (python_full_version < '3.11' and platform_python_implementation != 'PyPy' and platform_system != 'Darwin' and platform_system != 'Linux' and sys_platform == 'darwin')",
"python_full_version < '3.11' and platform_machine == 'aarch64' and platform_python_implementation != 'PyPy' and platform_system == 'Darwin' and sys_platform == 'linux'",
"python_full_version < '3.11' and platform_machine == 'aarch64' and platform_python_implementation != 'PyPy' and platform_system == 'Linux' and sys_platform == 'linux'",
"python_full_version < '3.11' and platform_machine == 'aarch64' and platform_python_implementation != 'PyPy' and platform_system != 'Darwin' and platform_system != 'Linux' and sys_platform == 'linux'",
"(python_full_version < '3.11' and platform_machine != 'aarch64' and platform_python_implementation != 'PyPy' and platform_system == 'Darwin' and sys_platform != 'darwin') or (python_full_version < '3.11' and platform_python_implementation != 'PyPy' and platform_system == 'Darwin' and sys_platform != 'darwin' and sys_platform != 'linux')",
"python_full_version < '3.11' and platform_machine == 'aarch64' and platform_python_implementation != 'PyPy' and platform_system == 'Linux' and sys_platform != 'darwin' and sys_platform != 'linux'",
"(python_full_version < '3.11' and platform_machine != 'aarch64' and platform_python_implementation != 'PyPy' and platform_system != 'Darwin' and sys_platform != 'darwin') or (python_full_version < '3.11' and platform_python_implementation != 'PyPy' and platform_system != 'Darwin' and platform_system != 'Linux' and sys_platform != 'darwin' and sys_platform != 'linux')",
"python_full_version == '3.11.*' and platform_python_implementation != 'PyPy' and platform_system == 'Darwin' and sys_platform == 'darwin'",
"python_full_version == '3.11.*' and platform_machine == 'aarch64' and platform_python_implementation != 'PyPy' and platform_system == 'Linux' and sys_platform == 'darwin'",
"(python_full_version == '3.11.*' and platform_machine != 'aarch64' and platform_python_implementation != 'PyPy' and platform_system != 'Darwin' and sys_platform == 'darwin') or (python_full_version == '3.11.*' and platform_python_implementation != 'PyPy' and platform_system != 'Darwin' and platform_system != 'Linux' and sys_platform == 'darwin')",
"python_full_version == '3.11.*' and platform_machine == 'aarch64' and platform_python_implementation != 'PyPy' and platform_system == 'Darwin' and sys_platform == 'linux'",
"python_full_version == '3.11.*' and platform_machine == 'aarch64' and platform_python_implementation != 'PyPy' and platform_system == 'Linux' and sys_platform == 'linux'",
"python_full_version == '3.11.*' and platform_machine == 'aarch64' and platform_python_implementation != 'PyPy' and platform_system != 'Darwin' and platform_system != 'Linux' and sys_platform == 'linux'",
"(python_full_version == '3.11.*' and platform_machine != 'aarch64' and platform_python_implementation != 'PyPy' and platform_system == 'Darwin' and sys_platform != 'darwin') or (python_full_version == '3.11.*' and platform_python_implementation != 'PyPy' and platform_system == 'Darwin' and sys_platform != 'darwin' and sys_platform != 'linux')",
"python_full_version == '3.11.*' and platform_machine == 'aarch64' and platform_python_implementation != 'PyPy' and platform_system == 'Linux' and sys_platform != 'darwin' and sys_platform != 'linux'",
"(python_full_version == '3.11.*' and platform_machine != 'aarch64' and platform_python_implementation != 'PyPy' and platform_system != 'Darwin' and sys_platform != 'darwin') or (python_full_version == '3.11.*' and platform_python_implementation != 'PyPy' 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_python_implementation != 'PyPy' 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_python_implementation != 'PyPy' 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_python_implementation != 'PyPy' and platform_system != 'Darwin' and sys_platform == 'darwin') or (python_full_version >= '3.12' and python_full_version < '3.12.4' and platform_python_implementation != 'PyPy' 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_python_implementation != 'PyPy' 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_python_implementation != 'PyPy' 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_python_implementation != 'PyPy' 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_python_implementation != 'PyPy' and platform_system == 'Darwin' and sys_platform != 'darwin') or (python_full_version >= '3.12' and python_full_version < '3.12.4' and platform_python_implementation != 'PyPy' 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_python_implementation != 'PyPy' 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_python_implementation != 'PyPy' and platform_system != 'Darwin' and sys_platform != 'darwin') or (python_full_version >= '3.12' and python_full_version < '3.12.4' and platform_python_implementation != 'PyPy' and platform_system != 'Darwin' and platform_system != 'Linux' and sys_platform != 'darwin' and sys_platform != 'linux')",
"python_full_version >= '3.12.4' and platform_python_implementation != 'PyPy' and platform_system == 'Darwin' and sys_platform == 'darwin'",
"python_full_version >= '3.12.4' and platform_machine == 'aarch64' and platform_python_implementation != 'PyPy' and platform_system == 'Linux' and sys_platform == 'darwin'",
"(python_full_version >= '3.12.4' and platform_machine != 'aarch64' and platform_python_implementation != 'PyPy' and platform_system != 'Darwin' and sys_platform == 'darwin') or (python_full_version >= '3.12.4' and platform_python_implementation != 'PyPy' and platform_system != 'Darwin' and platform_system != 'Linux' and sys_platform == 'darwin')",
"python_full_version >= '3.12.4' and platform_machine == 'aarch64' and platform_python_implementation != 'PyPy' and platform_system == 'Darwin' and sys_platform == 'linux'",
"python_full_version >= '3.12.4' and platform_machine == 'aarch64' and platform_python_implementation != 'PyPy' and platform_system == 'Linux' and sys_platform == 'linux'",
"python_full_version >= '3.12.4' and platform_machine == 'aarch64' and platform_python_implementation != 'PyPy' and platform_system != 'Darwin' and platform_system != 'Linux' and sys_platform == 'linux'",
"(python_full_version >= '3.12.4' and platform_machine != 'aarch64' and platform_python_implementation != 'PyPy' and platform_system == 'Darwin' and sys_platform != 'darwin') or (python_full_version >= '3.12.4' and platform_python_implementation != 'PyPy' and platform_system == 'Darwin' and sys_platform != 'darwin' and sys_platform != 'linux')",
"python_full_version >= '3.12.4' and platform_machine == 'aarch64' and platform_python_implementation != 'PyPy' and platform_system == 'Linux' and sys_platform != 'darwin' and sys_platform != 'linux'",
"(python_full_version >= '3.12.4' and platform_machine != 'aarch64' and platform_python_implementation != 'PyPy' and platform_system != 'Darwin' and sys_platform != 'darwin') or (python_full_version >= '3.12.4' and platform_python_implementation != 'PyPy' and platform_system != 'Darwin' and platform_system != 'Linux' and sys_platform != 'darwin' and sys_platform != 'linux')",
]
dependencies = [
{ name = "pyyaml", marker = "platform_python_implementation != 'PyPy'" },