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-tools/tests/tools/exa_search_tool_test.py | lib/crewai-tools/tests/tools/exa_search_tool_test.py | import os
from unittest.mock import patch
from crewai_tools import EXASearchTool
import pytest
@pytest.fixture
def exa_search_tool():
return EXASearchTool(api_key="test_api_key")
@pytest.fixture(autouse=True)
def mock_exa_api_key():
with patch.dict(os.environ, {"EXA_API_KEY": "test_key_from_env"}):
... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/tests/tools/selenium_scraping_tool_test.py | lib/crewai-tools/tests/tools/selenium_scraping_tool_test.py | import os
import tempfile
from unittest.mock import MagicMock, patch
from bs4 import BeautifulSoup
from crewai_tools.tools.selenium_scraping_tool.selenium_scraping_tool import (
SeleniumScrapingTool,
)
from selenium.webdriver.chrome.options import Options
def mock_driver_with_html(html_content):
driver = Mag... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/tests/tools/firecrawl_search_tool_test.py | lib/crewai-tools/tests/tools/firecrawl_search_tool_test.py | import pytest
from crewai_tools.tools.firecrawl_search_tool.firecrawl_search_tool import FirecrawlSearchTool
@pytest.mark.vcr()
def test_firecrawl_search_tool_integration():
tool = FirecrawlSearchTool()
result = tool.run(query="firecrawl")
assert result is not None
assert hasattr(result, 'web') or h... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/tests/tools/serper_dev_tool_test.py | lib/crewai-tools/tests/tools/serper_dev_tool_test.py | import os
from unittest.mock import patch
from crewai_tools.tools.serper_dev_tool.serper_dev_tool import SerperDevTool
import pytest
@pytest.fixture(autouse=True)
def mock_serper_api_key():
with patch.dict(os.environ, {"SERPER_API_KEY": "test_key"}):
yield
@pytest.fixture
def serper_tool():
return ... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/tests/tools/brightdata_serp_tool_test.py | lib/crewai-tools/tests/tools/brightdata_serp_tool_test.py | import unittest
from unittest.mock import MagicMock, patch
from crewai_tools.tools.brightdata_tool.brightdata_serp import BrightDataSearchTool
class TestBrightDataSearchTool(unittest.TestCase):
@patch.dict(
"os.environ",
{"BRIGHT_DATA_API_KEY": "test_api_key", "BRIGHT_DATA_ZONE": "test_zone"},
... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/tests/tools/test_mongodb_vector_search_tool.py | lib/crewai-tools/tests/tools/test_mongodb_vector_search_tool.py | import json
from unittest.mock import patch
from crewai_tools import MongoDBVectorSearchConfig, MongoDBVectorSearchTool
import pytest
# Unit Test Fixtures
@pytest.fixture
def mongodb_vector_search_tool():
tool = MongoDBVectorSearchTool(
connection_string="foo", database_name="bar", collection_name="test"... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/tests/tools/brightdata_webunlocker_tool_test.py | lib/crewai-tools/tests/tools/brightdata_webunlocker_tool_test.py | from unittest.mock import Mock, patch
from crewai_tools.tools.brightdata_tool.brightdata_unlocker import (
BrightDataWebUnlockerTool,
)
import requests
@patch.dict(
"os.environ",
{"BRIGHT_DATA_API_KEY": "test_api_key", "BRIGHT_DATA_ZONE": "test_zone"},
)
@patch("crewai_tools.tools.brightdata_tool.brightd... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/tests/tools/brave_search_tool_test.py | lib/crewai-tools/tests/tools/brave_search_tool_test.py | from unittest.mock import patch
from crewai_tools.tools.brave_search_tool.brave_search_tool import BraveSearchTool
import pytest
@pytest.fixture
def brave_tool():
return BraveSearchTool(n_results=2)
def test_brave_tool_initialization():
tool = BraveSearchTool()
assert tool.n_results == 10
assert to... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/tests/tools/files_compressor_tool_test.py | lib/crewai-tools/tests/tools/files_compressor_tool_test.py | from unittest.mock import patch
from crewai_tools.tools.files_compressor_tool import FileCompressorTool
import pytest
@pytest.fixture
def tool():
return FileCompressorTool()
@patch("os.path.exists", return_value=False)
def test_input_path_does_not_exist(mock_exists, tool):
result = tool._run("nonexistent_p... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/tests/tools/__init__.py | lib/crewai-tools/tests/tools/__init__.py | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false | |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/tests/tools/couchbase_tool_test.py | lib/crewai-tools/tests/tools/couchbase_tool_test.py | from unittest.mock import MagicMock, patch
import pytest
# Mock the couchbase library before importing the tool
# This prevents ImportErrors if couchbase isn't installed in the test environment
mock_couchbase = MagicMock()
mock_couchbase.search = MagicMock()
mock_couchbase.cluster = MagicMock()
mock_couchbase.option... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/tests/tools/test_code_interpreter_tool.py | lib/crewai-tools/tests/tools/test_code_interpreter_tool.py | from unittest.mock import patch
from crewai_tools.tools.code_interpreter_tool.code_interpreter_tool import (
CodeInterpreterTool,
SandboxPython,
)
import pytest
@pytest.fixture
def printer_mock():
with patch("crewai_tools.printer.Printer.print") as mock:
yield mock
@pytest.fixture
def docker_un... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/tests/tools/arxiv_paper_tool_test.py | lib/crewai-tools/tests/tools/arxiv_paper_tool_test.py | from pathlib import Path
from unittest.mock import MagicMock, patch
import urllib.error
import xml.etree.ElementTree as ET
from crewai_tools import ArxivPaperTool
import pytest
@pytest.fixture
def tool():
return ArxivPaperTool(download_pdfs=False)
def mock_arxiv_response():
return """<?xml version="1.0" en... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/tests/tools/merge_agent_handler_tool_test.py | lib/crewai-tools/tests/tools/merge_agent_handler_tool_test.py | """Tests for MergeAgentHandlerTool."""
import os
from unittest.mock import Mock, patch
import pytest
from crewai_tools import MergeAgentHandlerTool
@pytest.fixture(autouse=True)
def mock_agent_handler_api_key():
"""Mock the Agent Handler API key environment variable."""
with patch.dict(os.environ, {"AGENT_... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/tests/tools/test_oxylabs_tools.py | lib/crewai-tools/tests/tools/test_oxylabs_tools.py | import json
import os
from unittest.mock import MagicMock
from crewai.tools.base_tool import BaseTool
from crewai_tools import (
OxylabsAmazonProductScraperTool,
OxylabsAmazonSearchScraperTool,
OxylabsGoogleSearchScraperTool,
OxylabsUniversalScraperTool,
)
from crewai_tools.tools.oxylabs_amazon_product... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/tests/tools/stagehand_tool_test.py | lib/crewai-tools/tests/tools/stagehand_tool_test.py | import sys
from unittest.mock import MagicMock, patch
import pytest
# Create mock classes that will be used by our fixture
class MockStagehandModule:
def __init__(self):
self.Stagehand = MagicMock()
self.StagehandConfig = MagicMock()
self.StagehandPage = MagicMock()
class MockStagehandS... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/tests/tools/crewai_platform_tools/test_crewai_platform_tools.py | lib/crewai-tools/tests/tools/crewai_platform_tools/test_crewai_platform_tools.py | import unittest
from unittest.mock import Mock, patch
from crewai_tools.tools.crewai_platform_tools import CrewaiPlatformTools
class TestCrewaiPlatformTools(unittest.TestCase):
@patch.dict("os.environ", {"CREWAI_PLATFORM_INTEGRATION_TOKEN": "test_token"})
@patch(
"crewai_tools.tools.crewai_platform_t... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/tests/tools/crewai_platform_tools/test_crewai_platform_tool_builder.py | lib/crewai-tools/tests/tools/crewai_platform_tools/test_crewai_platform_tool_builder.py | import unittest
from unittest.mock import Mock, patch
from crewai_tools.tools.crewai_platform_tools import (
CrewAIPlatformActionTool,
CrewaiPlatformToolBuilder,
)
import pytest
class TestCrewaiPlatformToolBuilder(unittest.TestCase):
@pytest.fixture
def platform_tool_builder(self):
"""Create ... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/tests/tools/crewai_platform_tools/test_crewai_platform_action_tool.py | lib/crewai-tools/tests/tools/crewai_platform_tools/test_crewai_platform_action_tool.py | from typing import Union, get_args, get_origin
from unittest.mock import patch, Mock
import os
from crewai_tools.tools.crewai_platform_tools.crewai_platform_action_tool import (
CrewAIPlatformActionTool,
)
class TestSchemaProcessing:
def setup_method(self):
self.base_action_schema = {
"f... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/tests/tools/rag/test_rag_tool_add_data_type.py | lib/crewai-tools/tests/tools/rag/test_rag_tool_add_data_type.py | """Tests for RagTool.add() method with various data_type values."""
from pathlib import Path
from tempfile import TemporaryDirectory
from unittest.mock import MagicMock, Mock, patch
import pytest
from crewai_tools.rag.data_types import DataType
from crewai_tools.tools.rag.rag_tool import RagTool
@pytest.fixture
de... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/tests/tools/rag/rag_tool_test.py | lib/crewai-tools/tests/tools/rag/rag_tool_test.py | from pathlib import Path
from tempfile import TemporaryDirectory
from typing import cast
from unittest.mock import MagicMock, Mock, patch
from crewai_tools.adapters.crewai_rag_adapter import CrewAIRagAdapter
from crewai_tools.tools.rag.rag_tool import RagTool
@patch("crewai_tools.adapters.crewai_rag_adapter.get_rag_... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/tests/tools/rag/test_rag_tool_validation.py | lib/crewai-tools/tests/tools/rag/test_rag_tool_validation.py | """Tests for improved RAG tool validation error messages."""
from unittest.mock import MagicMock, Mock, patch
import pytest
from pydantic import ValidationError
from crewai_tools.tools.rag.rag_tool import RagTool
@patch("crewai_tools.adapters.crewai_rag_adapter.create_client")
def test_azure_missing_deployment_id_... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/tests/rag/test_docx_loader.py | lib/crewai-tools/tests/rag/test_docx_loader.py | import tempfile
from unittest.mock import Mock, patch
from crewai_tools.rag.base_loader import LoaderResult
from crewai_tools.rag.loaders.docx_loader import DOCXLoader
from crewai_tools.rag.source_content import SourceContent
import pytest
class TestDOCXLoader:
@patch("docx.Document")
def test_load_docx_from... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/tests/rag/test_embedding_service.py | lib/crewai-tools/tests/rag/test_embedding_service.py | """
Tests for the enhanced embedding service.
"""
import os
import pytest
from unittest.mock import Mock, patch
from crewai_tools.rag.embedding_service import EmbeddingService, EmbeddingConfig
class TestEmbeddingConfig:
"""Test the EmbeddingConfig model."""
def test_default_config(self):
"""Test de... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/tests/rag/test_mdx_loader.py | lib/crewai-tools/tests/rag/test_mdx_loader.py | import os
import tempfile
from unittest.mock import Mock, patch
from crewai_tools.rag.base_loader import LoaderResult
from crewai_tools.rag.loaders.mdx_loader import MDXLoader
from crewai_tools.rag.source_content import SourceContent
import pytest
class TestMDXLoader:
def _write_temp_mdx(self, content):
... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/tests/rag/test_csv_loader.py | lib/crewai-tools/tests/rag/test_csv_loader.py | import os
import tempfile
from unittest.mock import Mock, patch
from crewai_tools.rag.base_loader import LoaderResult
from crewai_tools.rag.loaders.csv_loader import CSVLoader
from crewai_tools.rag.source_content import SourceContent
import pytest
@pytest.fixture
def temp_csv_file():
created_files = []
def ... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/tests/rag/test_text_loaders.py | lib/crewai-tools/tests/rag/test_text_loaders.py | import hashlib
import os
import tempfile
from crewai_tools.rag.base_loader import LoaderResult
from crewai_tools.rag.loaders.text_loader import TextFileLoader, TextLoader
from crewai_tools.rag.source_content import SourceContent
import pytest
def write_temp_file(content, suffix=".txt", encoding="utf-8"):
with te... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/tests/rag/test_webpage_loader.py | lib/crewai-tools/tests/rag/test_webpage_loader.py | from unittest.mock import Mock, patch
from crewai_tools.rag.base_loader import LoaderResult
from crewai_tools.rag.loaders.webpage_loader import WebPageLoader
from crewai_tools.rag.source_content import SourceContent
import pytest
class TestWebPageLoader:
def setup_mock_response(self, text, status_code=200, conte... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/tests/rag/test_directory_loader.py | lib/crewai-tools/tests/rag/test_directory_loader.py | import os
import tempfile
from crewai_tools.rag.base_loader import LoaderResult
from crewai_tools.rag.loaders.directory_loader import DirectoryLoader
from crewai_tools.rag.source_content import SourceContent
import pytest
@pytest.fixture
def temp_directory():
with tempfile.TemporaryDirectory() as temp_dir:
... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/tests/rag/test_xml_loader.py | lib/crewai-tools/tests/rag/test_xml_loader.py | from unittest.mock import Mock, patch
from crewai_tools.rag.base_loader import LoaderResult
from crewai_tools.rag.loaders.webpage_loader import WebPageLoader
from crewai_tools.rag.source_content import SourceContent
import pytest
class TestWebPageLoader:
def setup_mock_response(self, text, status_code=200, conte... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/tests/rag/__init__.py | lib/crewai-tools/tests/rag/__init__.py | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false | |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/tests/rag/test_json_loader.py | lib/crewai-tools/tests/rag/test_json_loader.py | import json
import os
import tempfile
from unittest.mock import Mock, patch
from crewai_tools.rag.base_loader import LoaderResult
from crewai_tools.rag.loaders.json_loader import JSONLoader
from crewai_tools.rag.source_content import SourceContent
import pytest
class TestJSONLoader:
def _create_temp_json_file(se... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/tests/adapters/mcp_adapter_test.py | lib/crewai-tools/tests/adapters/mcp_adapter_test.py | from textwrap import dedent
from unittest.mock import MagicMock, patch
from crewai_tools import MCPServerAdapter
from crewai_tools.adapters.tool_collection import ToolCollection
from mcp import StdioServerParameters
import pytest
@pytest.fixture
def echo_server_script():
return dedent(
'''
from m... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/crew.py | lib/crewai/src/crewai/crew.py | from __future__ import annotations
import asyncio
from collections.abc import Callable
from concurrent.futures import Future
from copy import copy as shallow_copy
from hashlib import md5
import json
import re
from typing import (
Any,
cast,
)
import uuid
import warnings
from opentelemetry import baggage
from ... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | true |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/lite_agent.py | lib/crewai/src/crewai/lite_agent.py | import asyncio
from collections.abc import Callable
import inspect
import json
from typing import (
Any,
Literal,
cast,
get_args,
get_origin,
)
import uuid
from pydantic import (
UUID4,
BaseModel,
Field,
InstanceOf,
PrivateAttr,
field_validator,
model_validator,
)
from t... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/llm.py | lib/crewai/src/crewai/llm.py | from __future__ import annotations
from collections import defaultdict
from collections.abc import Callable
from datetime import datetime
import io
import json
import logging
import os
import sys
import threading
from typing import (
TYPE_CHECKING,
Any,
Final,
Literal,
TextIO,
TypedDict,
ca... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | true |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/task.py | lib/crewai/src/crewai/task.py | from __future__ import annotations
from concurrent.futures import Future
from copy import copy as shallow_copy
import datetime
from hashlib import md5
import inspect
import json
import logging
from pathlib import Path
import threading
from typing import (
Any,
ClassVar,
cast,
get_args,
get_origin,
... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | true |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/__init__.py | lib/crewai/src/crewai/__init__.py | import threading
from typing import Any
import urllib.request
import warnings
from crewai.agent.core import Agent
from crewai.crew import Crew
from crewai.crews.crew_output import CrewOutput
from crewai.flow.flow import Flow
from crewai.knowledge.knowledge import Knowledge
from crewai.llm import LLM
from crewai.llms.b... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/context.py | lib/crewai/src/crewai/context.py | from collections.abc import Generator
from contextlib import contextmanager
import contextvars
import os
from typing import Any
_platform_integration_token: contextvars.ContextVar[str | None] = (
contextvars.ContextVar("platform_integration_token", default=None)
)
def set_platform_integration_token(integration_... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/process.py | lib/crewai/src/crewai/process.py | from enum import Enum
class Process(str, Enum):
"""
Class representing the different processes that can be used to tackle tasks
"""
sequential = "sequential"
hierarchical = "hierarchical"
# TODO: consensual = 'consensual'
| python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/lite_agent_output.py | lib/crewai/src/crewai/lite_agent_output.py | """Output class for LiteAgent execution results."""
from __future__ import annotations
from typing import Any
from pydantic import BaseModel, Field
from crewai.utilities.types import LLMMessage
class LiteAgentOutput(BaseModel):
"""Class that represents the result of a LiteAgent execution."""
model_config... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/mypy.py | lib/crewai/src/crewai/mypy.py | """Mypy plugin for CrewAI decorator type checking.
This plugin informs mypy about attributes injected by the @CrewBase decorator.
"""
from collections.abc import Callable
from mypy.nodes import MDEF, SymbolTableNode, Var
from mypy.plugin import ClassDefContext, Plugin
from mypy.types import AnyType, TypeOfAny
clas... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/tasks/llm_guardrail.py | lib/crewai/src/crewai/tasks/llm_guardrail.py | from typing import Any
from pydantic import BaseModel, Field
from crewai.agent import Agent
from crewai.lite_agent_output import LiteAgentOutput
from crewai.llms.base_llm import BaseLLM
from crewai.tasks.task_output import TaskOutput
class LLMGuardrailResult(BaseModel):
valid: bool = Field(
description=... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/tasks/task_output.py | lib/crewai/src/crewai/tasks/task_output.py | """Task output representation and formatting."""
import json
from typing import Any
from pydantic import BaseModel, Field, model_validator
from crewai.tasks.output_format import OutputFormat
from crewai.utilities.types import LLMMessage
class TaskOutput(BaseModel):
"""Class that represents the result of a task... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/tasks/hallucination_guardrail.py | lib/crewai/src/crewai/tasks/hallucination_guardrail.py | """Hallucination Guardrail Placeholder for CrewAI.
This is a no-op version of the HallucinationGuardrail for the open-source repository.
Classes:
HallucinationGuardrail: Placeholder guardrail that validates task outputs.
"""
from typing import Any
from crewai.llm import LLM
from crewai.tasks.task_output import ... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/tasks/output_format.py | lib/crewai/src/crewai/tasks/output_format.py | """Task output format definitions for CrewAI."""
from enum import Enum
class OutputFormat(str, Enum):
"""Enum that represents the output format of a task.
Attributes:
JSON: Output as JSON dictionary format
PYDANTIC: Output as Pydantic model instance
RAW: Output as raw unprocessed str... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/tasks/__init__.py | lib/crewai/src/crewai/tasks/__init__.py | from crewai.tasks.output_format import OutputFormat
from crewai.tasks.task_output import TaskOutput
__all__ = ["OutputFormat", "TaskOutput"]
| python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/tasks/conditional_task.py | lib/crewai/src/crewai/tasks/conditional_task.py | """Conditional task execution based on previous task output."""
from collections.abc import Callable
from typing import Any
from pydantic import Field
from crewai.task import Task
from crewai.tasks.output_format import OutputFormat
from crewai.tasks.task_output import TaskOutput
class ConditionalTask(Task):
""... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/tools/tool_calling.py | lib/crewai/src/crewai/tools/tool_calling.py | from typing import Any
from pydantic import (
BaseModel,
BaseModel as PydanticBaseModel,
Field,
Field as PydanticField,
)
class ToolCalling(BaseModel):
tool_name: str = Field(..., description="The name of the tool to be called.")
arguments: dict[str, Any] | None = Field(
..., descript... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/tools/mcp_native_tool.py | lib/crewai/src/crewai/tools/mcp_native_tool.py | """Native MCP tool wrapper for CrewAI agents.
This module provides a tool wrapper that reuses existing MCP client sessions
for better performance and connection management.
"""
import asyncio
from typing import Any
from crewai.tools import BaseTool
class MCPNativeTool(BaseTool):
"""Native MCP tool that reuses ... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/tools/tool_usage.py | lib/crewai/src/crewai/tools/tool_usage.py | from __future__ import annotations
import ast
import datetime
from difflib import SequenceMatcher
import json
from json import JSONDecodeError
from textwrap import dedent
import time
from typing import TYPE_CHECKING, Any, Literal
import json5
from json_repair import repair_json # type: ignore[import-untyped]
from c... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | true |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/tools/base_tool.py | lib/crewai/src/crewai/tools/base_tool.py | from __future__ import annotations
from abc import ABC, abstractmethod
import asyncio
from collections.abc import Awaitable, Callable
from inspect import Parameter, signature
import json
from typing import (
Any,
Generic,
ParamSpec,
TypeVar,
overload,
)
from pydantic import (
BaseModel,
Ba... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/tools/tool_types.py | lib/crewai/src/crewai/tools/tool_types.py | from dataclasses import dataclass
@dataclass
class ToolResult:
"""Result of tool execution."""
result: str
result_as_answer: bool = False
| python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/tools/__init__.py | lib/crewai/src/crewai/tools/__init__.py | from crewai.tools.base_tool import BaseTool, EnvVar, tool
__all__ = [
"BaseTool",
"EnvVar",
"tool",
]
| python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/tools/mcp_tool_wrapper.py | lib/crewai/src/crewai/tools/mcp_tool_wrapper.py | """MCP Tool Wrapper for on-demand MCP server connections."""
import asyncio
from crewai.tools import BaseTool
MCP_CONNECTION_TIMEOUT = 15
MCP_TOOL_EXECUTION_TIMEOUT = 60
MCP_DISCOVERY_TIMEOUT = 15
MCP_MAX_RETRIES = 3
class MCPToolWrapper(BaseTool):
"""Lightweight wrapper for MCP tools that connects on-demand.... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/tools/structured_tool.py | lib/crewai/src/crewai/tools/structured_tool.py | from __future__ import annotations
import asyncio
from collections.abc import Callable
import inspect
import json
import textwrap
from typing import TYPE_CHECKING, Any, get_type_hints
from pydantic import BaseModel, Field, create_model
from crewai.utilities.logger import Logger
if TYPE_CHECKING:
from crewai.to... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/tools/agent_tools/base_agent_tools.py | lib/crewai/src/crewai/tools/agent_tools/base_agent_tools.py | import logging
from typing import Any
from pydantic import Field
from crewai.agents.agent_builder.base_agent import BaseAgent
from crewai.task import Task
from crewai.tools.base_tool import BaseTool
from crewai.utilities.i18n import I18N, get_i18n
logger = logging.getLogger(__name__)
class BaseAgentTool(BaseTool)... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/tools/agent_tools/delegate_work_tool.py | lib/crewai/src/crewai/tools/agent_tools/delegate_work_tool.py | from pydantic import BaseModel, Field
from crewai.tools.agent_tools.base_agent_tools import BaseAgentTool
class DelegateWorkToolSchema(BaseModel):
task: str = Field(..., description="The task to delegate")
context: str = Field(..., description="The context for the task")
coworker: str = Field(
..... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/tools/agent_tools/__init__.py | lib/crewai/src/crewai/tools/agent_tools/__init__.py | """Agent tools 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/tools/agent_tools/ask_question_tool.py | lib/crewai/src/crewai/tools/agent_tools/ask_question_tool.py | from pydantic import BaseModel, Field
from crewai.tools.agent_tools.base_agent_tools import BaseAgentTool
class AskQuestionToolSchema(BaseModel):
question: str = Field(..., description="The question to ask")
context: str = Field(..., description="The context for the question")
coworker: str = Field(..., ... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/tools/agent_tools/add_image_tool.py | lib/crewai/src/crewai/tools/agent_tools/add_image_tool.py | from pydantic import BaseModel, Field
from crewai.tools.base_tool import BaseTool
from crewai.utilities import I18N
i18n = I18N()
class AddImageToolSchema(BaseModel):
image_url: str = Field(..., description="The URL or path of the image to add")
action: str | None = Field(
default=None, description... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/tools/agent_tools/agent_tools.py | lib/crewai/src/crewai/tools/agent_tools/agent_tools.py | from __future__ import annotations
from typing import TYPE_CHECKING
from crewai.tools.agent_tools.ask_question_tool import AskQuestionTool
from crewai.tools.agent_tools.delegate_work_tool import DelegateWorkTool
from crewai.utilities.i18n import get_i18n
if TYPE_CHECKING:
from crewai.agents.agent_builder.base_a... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/tools/cache_tools/cache_tools.py | lib/crewai/src/crewai/tools/cache_tools/cache_tools.py | from pydantic import BaseModel, Field
from crewai.agents.cache.cache_handler import CacheHandler
from crewai.tools.structured_tool import CrewStructuredTool
class CacheTools(BaseModel):
"""Default tools to hit the cache."""
name: str = "Hit Cache"
cache_handler: CacheHandler = Field(
description... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/tools/cache_tools/__init__.py | lib/crewai/src/crewai/tools/cache_tools/__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/flow/constants.py | lib/crewai/src/crewai/flow/constants.py | from typing import Final, Literal
AND_CONDITION: Final[Literal["AND"]] = "AND"
OR_CONDITION: Final[Literal["OR"]] = "OR"
| python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/flow/flow_wrappers.py | lib/crewai/src/crewai/flow/flow_wrappers.py | """Wrapper classes for flow decorated methods with type-safe metadata."""
from __future__ import annotations
from collections.abc import Callable, Sequence
import functools
import inspect
from typing import Any, Generic, Literal, ParamSpec, TypeAlias, TypeVar, TypedDict
from typing_extensions import Required, Self
... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/flow/flow.py | lib/crewai/src/crewai/flow/flow.py | """Core flow execution framework with decorators and state management.
This module provides the Flow class and decorators (@start, @listen, @router)
for building event-driven workflows with conditional execution and routing.
"""
from __future__ import annotations
import asyncio
from collections.abc import Callable, ... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | true |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/flow/utils.py | lib/crewai/src/crewai/flow/utils.py | """
Utility functions for flow visualization and dependency analysis.
This module provides core functionality for analyzing and manipulating flow structures,
including node level calculation, ancestor tracking, and return value analysis.
Functions in this module are primarily used by the visualization system to create... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | true |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/flow/config.py | lib/crewai/src/crewai/flow/config.py | from typing import Any, Literal, TypedDict
from typing_extensions import NotRequired
DarkGray = Literal["#333333"]
CrewAIOrange = Literal["#FF5A50"]
Gray = Literal["#666666"]
White = Literal["#FFFFFF"]
Black = Literal["#000000"]
DARK_GRAY: Literal["#333333"] = "#333333"
CREWAI_ORANGE: Literal["#FF5A50"] = "#FF5A50... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/flow/__init__.py | lib/crewai/src/crewai/flow/__init__.py | from crewai.flow.async_feedback import (
ConsoleProvider,
HumanFeedbackPending,
HumanFeedbackProvider,
PendingFeedbackContext,
)
from crewai.flow.flow import Flow, and_, listen, or_, router, start
from crewai.flow.human_feedback import HumanFeedbackResult, human_feedback
from crewai.flow.persistence imp... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/flow/types.py | lib/crewai/src/crewai/flow/types.py | """Type definitions for CrewAI Flow module.
This module contains TypedDict definitions and type aliases used throughout
the Flow system.
"""
from typing import (
Annotated,
Any,
NewType,
ParamSpec,
Protocol,
TypeVar,
TypedDict,
)
from typing_extensions import NotRequired, Required
P = P... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/flow/flow_trackable.py | lib/crewai/src/crewai/flow/flow_trackable.py | import inspect
from pydantic import BaseModel, Field, InstanceOf, model_validator
from typing_extensions import Self
from crewai.flow.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.
... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/flow/human_feedback.py | lib/crewai/src/crewai/flow/human_feedback.py | """Human feedback decorator for Flow methods.
This module provides the @human_feedback decorator that enables human-in-the-loop
workflows within CrewAI Flows. It allows collecting human feedback on method outputs
and optionally routing to different listeners based on the feedback.
Supports both synchronous (blocking)... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/flow/visualization/schema.py | lib/crewai/src/crewai/flow/visualization/schema.py | """OpenAPI schema conversion utilities for Flow methods."""
import inspect
from typing import Any, get_args, get_origin
def type_to_openapi_schema(type_hint: Any) -> dict[str, Any]:
"""Convert Python type hint to OpenAPI schema.
Args:
type_hint: Python type hint to convert.
Returns:
Ope... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/flow/visualization/__init__.py | lib/crewai/src/crewai/flow/visualization/__init__.py | """Flow structure visualization utilities."""
from crewai.flow.visualization.builder import (
build_flow_structure,
calculate_execution_paths,
)
from crewai.flow.visualization.renderers import render_interactive
from crewai.flow.visualization.types import FlowStructure, NodeMetadata, StructureEdge
visualize_... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/flow/visualization/types.py | lib/crewai/src/crewai/flow/visualization/types.py | """Type definitions for Flow structure visualization."""
from typing import Any, TypedDict
class NodeMetadata(TypedDict, total=False):
"""Metadata for a single node in the flow structure."""
type: str
is_router: bool
router_paths: list[str]
condition_type: str | None
trigger_condition_type: ... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/flow/visualization/builder.py | lib/crewai/src/crewai/flow/visualization/builder.py | """Flow structure builder for analyzing Flow execution."""
from __future__ import annotations
from collections import defaultdict
import inspect
import logging
from typing import TYPE_CHECKING, Any
from crewai.flow.constants import AND_CONDITION, OR_CONDITION
from crewai.flow.flow_wrappers import FlowCondition
from ... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/flow/visualization/renderers/interactive.py | lib/crewai/src/crewai/flow/visualization/renderers/interactive.py | """Interactive HTML renderer for Flow structure visualization."""
import json
from pathlib import Path
import tempfile
from typing import Any, ClassVar
import webbrowser
from jinja2 import Environment, FileSystemLoader, nodes, select_autoescape
from jinja2.ext import Extension
from jinja2.parser import Parser
from c... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/flow/visualization/renderers/__init__.py | lib/crewai/src/crewai/flow/visualization/renderers/__init__.py | """Flow structure visualization renderers."""
from crewai.flow.visualization.renderers.interactive import render_interactive
__all__ = [
"render_interactive",
]
| python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/flow/persistence/sqlite.py | lib/crewai/src/crewai/flow/persistence/sqlite.py | """
SQLite-based implementation of flow state persistence.
"""
from __future__ import annotations
from datetime import datetime, timezone
import json
from pathlib import Path
import sqlite3
from typing import TYPE_CHECKING, Any
from pydantic import BaseModel
from crewai.flow.persistence.base import FlowPersistence
... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/flow/persistence/decorators.py | lib/crewai/src/crewai/flow/persistence/decorators.py | """
Decorators for flow state persistence.
Example:
```python
from crewai.flow.flow import Flow, start
from crewai.flow.persistence import persist, SQLiteFlowPersistence
class MyFlow(Flow):
@start()
@persist(SQLiteFlowPersistence())
def sync_method(self):
# Synchro... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/flow/persistence/__init__.py | lib/crewai/src/crewai/flow/persistence/__init__.py | """
CrewAI Flow Persistence.
This module provides interfaces and implementations for persisting flow states.
"""
from typing import Any, TypeVar
from pydantic import BaseModel
from crewai.flow.persistence.base import FlowPersistence
from crewai.flow.persistence.decorators import persist
from crewai.flow.persistence... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/flow/persistence/base.py | lib/crewai/src/crewai/flow/persistence/base.py | """Base class for flow state persistence."""
from __future__ import annotations
from abc import ABC, abstractmethod
from typing import TYPE_CHECKING, Any
from pydantic import BaseModel
if TYPE_CHECKING:
from crewai.flow.async_feedback.types import PendingFeedbackContext
class FlowPersistence(ABC):
"""Abst... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/flow/async_feedback/providers.py | lib/crewai/src/crewai/flow/async_feedback/providers.py | """Default provider implementations for human feedback.
This module provides the ConsoleProvider, which is the default synchronous
provider that collects feedback via console input.
"""
from __future__ import annotations
from typing import TYPE_CHECKING
from crewai.flow.async_feedback.types import PendingFeedbackCo... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/flow/async_feedback/__init__.py | lib/crewai/src/crewai/flow/async_feedback/__init__.py | """Async human feedback support for CrewAI Flows.
This module provides abstractions for non-blocking human-in-the-loop workflows,
allowing integration with external systems like Slack, Teams, webhooks, or APIs.
Example:
```python
from crewai.flow import Flow, start, human_feedback
from crewai.flow.async_f... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/flow/async_feedback/types.py | lib/crewai/src/crewai/flow/async_feedback/types.py | """Core types for async human feedback in Flows.
This module defines the protocol, exception, and context types used for
non-blocking human-in-the-loop workflows.
"""
from __future__ import annotations
from dataclasses import dataclass, field
from datetime import datetime
from typing import TYPE_CHECKING, Any, Proto... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/agents/constants.py | lib/crewai/src/crewai/agents/constants.py | """Constants for agent-related modules."""
import re
from typing import Final
# crewai.agents.parser constants
FINAL_ANSWER_ACTION: Final[str] = "Final Answer:"
MISSING_ACTION_AFTER_THOUGHT_ERROR_MESSAGE: Final[str] = (
"I did it wrong. Invalid Format: I missed the 'Action:' after 'Thought:'. I will do right ne... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/agents/parser.py | lib/crewai/src/crewai/agents/parser.py | """Agent output parsing module for ReAct-style LLM responses.
This module provides parsing functionality for agent outputs that follow
the ReAct (Reasoning and Acting) format, converting them into structured
AgentAction or AgentFinish objects.
"""
from dataclasses import dataclass
from json_repair import repair_json... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/agents/tools_handler.py | lib/crewai/src/crewai/agents/tools_handler.py | """Tools handler for managing tool execution and caching."""
from __future__ import annotations
import json
from typing import TYPE_CHECKING, Any
from pydantic import GetCoreSchemaHandler
from pydantic_core import CoreSchema, core_schema
from crewai.tools.cache_tools.cache_tools import CacheTools
if 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/agents/__init__.py | lib/crewai/src/crewai/agents/__init__.py | from crewai.agents.cache.cache_handler import CacheHandler
from crewai.agents.parser import AgentAction, AgentFinish, OutputParserError, parse
from crewai.agents.tools_handler import ToolsHandler
__all__ = [
"AgentAction",
"AgentFinish",
"CacheHandler",
"OutputParserError",
"ToolsHandler",
"pa... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/agents/crew_agent_executor.py | lib/crewai/src/crewai/agents/crew_agent_executor.py | """Agent executor for crew AI agents.
Handles agent execution flow including LLM interactions, tool execution,
and memory management.
"""
from __future__ import annotations
from collections.abc import Callable
import logging
from typing import TYPE_CHECKING, Any, Literal, cast
from pydantic import BaseModel, GetCor... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/agents/agent_builder/base_agent.py | lib/crewai/src/crewai/agents/agent_builder/base_agent.py | from __future__ import annotations
from abc import ABC, abstractmethod
from collections.abc import Callable
from copy import copy as shallow_copy
from hashlib import md5
from typing import Any, Literal
import uuid
from pydantic import (
UUID4,
BaseModel,
Field,
PrivateAttr,
field_validator,
mo... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/agents/agent_builder/base_agent_executor_mixin.py | lib/crewai/src/crewai/agents/agent_builder/base_agent_executor_mixin.py | from __future__ import annotations
import time
from typing import TYPE_CHECKING
from crewai.agents.parser import AgentFinish
from crewai.events.event_listener import event_listener
from crewai.memory.entity.entity_memory_item import EntityMemoryItem
from crewai.memory.long_term.long_term_memory_item import LongTermMe... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/agents/agent_builder/__init__.py | lib/crewai/src/crewai/agents/agent_builder/__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/agents/agent_builder/utilities/base_output_converter.py | lib/crewai/src/crewai/agents/agent_builder/utilities/base_output_converter.py | """Base output converter for transforming text into structured formats."""
from __future__ import annotations
from abc import ABC, abstractmethod
from typing import Any
from pydantic import BaseModel, Field
class OutputConverter(BaseModel, ABC):
"""Abstract base class for converting text to structured formats.... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/agents/agent_builder/utilities/__init__.py | lib/crewai/src/crewai/agents/agent_builder/utilities/__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/agents/agent_builder/utilities/base_token_process.py | lib/crewai/src/crewai/agents/agent_builder/utilities/base_token_process.py | """Token usage tracking utilities.
This module provides utilities for tracking token consumption and request
metrics during agent execution.
"""
from crewai.types.usage_metrics import UsageMetrics
class TokenProcess:
"""Track token usage during agent processing.
Attributes:
total_tokens: Total numb... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/agents/cache/__init__.py | lib/crewai/src/crewai/agents/cache/__init__.py | from crewai.agents.cache.cache_handler import CacheHandler
__all__ = ["CacheHandler"]
| python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/agents/cache/cache_handler.py | lib/crewai/src/crewai/agents/cache/cache_handler.py | """Cache handler for tool usage results."""
from typing import Any
from pydantic import BaseModel, PrivateAttr
from crewai.utilities.rw_lock import RWLock
class CacheHandler(BaseModel):
"""Handles caching of tool execution results.
Provides thread-safe in-memory caching for tool outputs based on tool name... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai/src/crewai/agents/agent_adapters/base_agent_adapter.py | lib/crewai/src/crewai/agents/agent_adapters/base_agent_adapter.py | from __future__ import annotations
from abc import ABC, abstractmethod
from typing import TYPE_CHECKING, Any
from pydantic import ConfigDict, PrivateAttr
from crewai.agents.agent_builder.base_agent import BaseAgent
if TYPE_CHECKING:
from crewai.tools.base_tool import BaseTool
class BaseAgentAdapter(BaseAgent... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.