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/src/crewai_tools/tools/scrapfly_scrape_website_tool/__init__.py | lib/crewai-tools/src/crewai_tools/tools/scrapfly_scrape_website_tool/__init__.py | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false | |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/src/crewai_tools/tools/txt_search_tool/__init__.py | lib/crewai-tools/src/crewai_tools/tools/txt_search_tool/__init__.py | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false | |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/src/crewai_tools/tools/txt_search_tool/txt_search_tool.py | lib/crewai-tools/src/crewai_tools/tools/txt_search_tool/txt_search_tool.py | from pydantic import BaseModel, Field, model_validator
from typing_extensions import Self
from crewai_tools.tools.rag.rag_tool import RagTool
class FixedTXTSearchToolSchema(BaseModel):
"""Input for TXTSearchTool."""
search_query: str = Field(
...,
description="Mandatory search query you want... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/src/crewai_tools/tools/directory_search_tool/__init__.py | lib/crewai-tools/src/crewai_tools/tools/directory_search_tool/__init__.py | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false | |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/src/crewai_tools/tools/directory_search_tool/directory_search_tool.py | lib/crewai-tools/src/crewai_tools/tools/directory_search_tool/directory_search_tool.py | from pydantic import BaseModel, Field
from crewai_tools.rag.data_types import DataType
from crewai_tools.tools.rag.rag_tool import RagTool
class FixedDirectorySearchToolSchema(BaseModel):
"""Input for DirectorySearchTool."""
search_query: str = Field(
...,
description="Mandatory search query... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/src/crewai_tools/tools/mdx_search_tool/mdx_search_tool.py | lib/crewai-tools/src/crewai_tools/tools/mdx_search_tool/mdx_search_tool.py | from pydantic import BaseModel, Field
from crewai_tools.rag.data_types import DataType
from crewai_tools.tools.rag.rag_tool import RagTool
class FixedMDXSearchToolSchema(BaseModel):
"""Input for MDXSearchTool."""
search_query: str = Field(
...,
description="Mandatory search query you want to... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/src/crewai_tools/tools/mdx_search_tool/__init__.py | lib/crewai-tools/src/crewai_tools/tools/mdx_search_tool/__init__.py | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false | |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/src/crewai_tools/tools/merge_agent_handler_tool/__init__.py | lib/crewai-tools/src/crewai_tools/tools/merge_agent_handler_tool/__init__.py | """Merge Agent Handler tool for CrewAI."""
from crewai_tools.tools.merge_agent_handler_tool.merge_agent_handler_tool import (
MergeAgentHandlerTool,
)
__all__ = ["MergeAgentHandlerTool"]
| python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/src/crewai_tools/tools/merge_agent_handler_tool/merge_agent_handler_tool.py | lib/crewai-tools/src/crewai_tools/tools/merge_agent_handler_tool/merge_agent_handler_tool.py | """Merge Agent Handler tools wrapper for CrewAI."""
import json
import logging
from typing import Any
from uuid import uuid4
from crewai.tools import BaseTool, EnvVar
from pydantic import BaseModel, Field, create_model
import requests
import typing_extensions as te
logger = logging.getLogger(__name__)
class Merge... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/src/crewai_tools/tools/serper_scrape_website_tool/serper_scrape_website_tool.py | lib/crewai-tools/src/crewai_tools/tools/serper_scrape_website_tool/serper_scrape_website_tool.py | import json
import os
from crewai.tools import BaseTool, EnvVar
from pydantic import BaseModel, Field
import requests
class SerperScrapeWebsiteInput(BaseModel):
"""Input schema for SerperScrapeWebsite."""
url: str = Field(..., description="The URL of the website to scrape")
include_markdown: bool = Fiel... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/src/crewai_tools/tools/serper_scrape_website_tool/__init__.py | lib/crewai-tools/src/crewai_tools/tools/serper_scrape_website_tool/__init__.py | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false | |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/src/crewai_tools/tools/json_search_tool/__init__.py | lib/crewai-tools/src/crewai_tools/tools/json_search_tool/__init__.py | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false | |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/src/crewai_tools/tools/json_search_tool/json_search_tool.py | lib/crewai-tools/src/crewai_tools/tools/json_search_tool/json_search_tool.py | from pydantic import BaseModel, Field
from crewai_tools.tools.rag.rag_tool import RagTool
class FixedJSONSearchToolSchema(BaseModel):
"""Input for JSONSearchTool."""
search_query: str = Field(
...,
description="Mandatory search query you want to use to search the JSON's content",
)
cla... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/src/crewai_tools/tools/singlestore_search_tool/singlestore_search_tool.py | lib/crewai-tools/src/crewai_tools/tools/singlestore_search_tool/singlestore_search_tool.py | from collections.abc import Callable
from typing import Any
from crewai.tools import BaseTool, EnvVar
from pydantic import BaseModel, Field
try:
from singlestoredb import connect
from sqlalchemy.pool import QueuePool
SINGLSTORE_AVAILABLE = True
except ImportError:
SINGLSTORE_AVAILABLE = False
cla... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/src/crewai_tools/tools/singlestore_search_tool/__init__.py | lib/crewai-tools/src/crewai_tools/tools/singlestore_search_tool/__init__.py | from crewai_tools.tools.singlestore_search_tool.singlestore_search_tool import (
SingleStoreSearchTool,
SingleStoreSearchToolSchema,
)
__all__ = [
"SingleStoreSearchTool",
"SingleStoreSearchToolSchema",
]
| python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/src/crewai_tools/tools/scrape_website_tool/scrape_website_tool.py | lib/crewai-tools/src/crewai_tools/tools/scrape_website_tool/scrape_website_tool.py | import os
import re
from typing import Any
from pydantic import Field
import requests
try:
from bs4 import BeautifulSoup
BEAUTIFULSOUP_AVAILABLE = True
except ImportError:
BEAUTIFULSOUP_AVAILABLE = False
from crewai.tools import BaseTool
from pydantic import BaseModel
class FixedScrapeWebsiteToolSchem... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/src/crewai_tools/tools/scrape_website_tool/__init__.py | lib/crewai-tools/src/crewai_tools/tools/scrape_website_tool/__init__.py | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false | |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/src/crewai_tools/tools/firecrawl_search_tool/__init__.py | lib/crewai-tools/src/crewai_tools/tools/firecrawl_search_tool/__init__.py | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false | |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/src/crewai_tools/tools/firecrawl_search_tool/firecrawl_search_tool.py | lib/crewai-tools/src/crewai_tools/tools/firecrawl_search_tool/firecrawl_search_tool.py | from __future__ import annotations
from typing import TYPE_CHECKING, Any
from crewai.tools import BaseTool, EnvVar
from pydantic import BaseModel, ConfigDict, Field, PrivateAttr
if TYPE_CHECKING:
from firecrawl import FirecrawlApp # type: ignore[import-untyped]
try:
from firecrawl import FirecrawlApp # ... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/src/crewai_tools/tools/snowflake_search_tool/snowflake_search_tool.py | lib/crewai-tools/src/crewai_tools/tools/snowflake_search_tool/snowflake_search_tool.py | from __future__ import annotations
import asyncio
from concurrent.futures import ThreadPoolExecutor
import logging
from typing import TYPE_CHECKING, Any
from crewai.tools.base_tool import BaseTool
from pydantic import BaseModel, ConfigDict, Field, SecretStr
if TYPE_CHECKING:
# Import types for type checking onl... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/src/crewai_tools/tools/snowflake_search_tool/__init__.py | lib/crewai-tools/src/crewai_tools/tools/snowflake_search_tool/__init__.py | from crewai_tools.tools.snowflake_search_tool.snowflake_search_tool import (
SnowflakeConfig,
SnowflakeSearchTool,
SnowflakeSearchToolInput,
)
__all__ = [
"SnowflakeConfig",
"SnowflakeSearchTool",
"SnowflakeSearchToolInput",
]
| python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/src/crewai_tools/tools/serpapi_tool/serpapi_google_shopping_tool.py | lib/crewai-tools/src/crewai_tools/tools/serpapi_tool/serpapi_google_shopping_tool.py | from typing import Any
from pydantic import BaseModel, ConfigDict, Field
from crewai_tools.tools.serpapi_tool.serpapi_base_tool import SerpApiBaseTool
try:
from serpapi import HTTPError # type: ignore[import-untyped]
except ImportError:
HTTPError = Any
class SerpApiGoogleShoppingToolSchema(BaseModel):
... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/src/crewai_tools/tools/serpapi_tool/serpapi_google_search_tool.py | lib/crewai-tools/src/crewai_tools/tools/serpapi_tool/serpapi_google_search_tool.py | from typing import Any
from pydantic import BaseModel, ConfigDict, Field
from crewai_tools.tools.serpapi_tool.serpapi_base_tool import SerpApiBaseTool
try:
from serpapi import HTTPError # type: ignore[import-untyped]
except ImportError:
HTTPError = Any
class SerpApiGoogleSearchToolSchema(BaseModel):
... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/src/crewai_tools/tools/serpapi_tool/__init__.py | lib/crewai-tools/src/crewai_tools/tools/serpapi_tool/__init__.py | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false | |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/src/crewai_tools/tools/serpapi_tool/serpapi_base_tool.py | lib/crewai-tools/src/crewai_tools/tools/serpapi_tool/serpapi_base_tool.py | import os
import re
from typing import Any
from crewai.tools import BaseTool, EnvVar
from pydantic import Field
class SerpApiBaseTool(BaseTool):
"""Base class for SerpApi functionality with shared capabilities."""
package_dependencies: list[str] = Field(default_factory=lambda: ["serpapi"])
env_vars: lis... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/src/crewai_tools/tools/youtube_video_search_tool/youtube_video_search_tool.py | lib/crewai-tools/src/crewai_tools/tools/youtube_video_search_tool/youtube_video_search_tool.py | from pydantic import BaseModel, Field
from crewai_tools.rag.data_types import DataType
from crewai_tools.tools.rag.rag_tool import RagTool
class FixedYoutubeVideoSearchToolSchema(BaseModel):
"""Input for YoutubeVideoSearchTool."""
search_query: str = Field(
...,
description="Mandatory search... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/src/crewai_tools/tools/youtube_video_search_tool/__init__.py | lib/crewai-tools/src/crewai_tools/tools/youtube_video_search_tool/__init__.py | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false | |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/src/crewai_tools/tools/file_read_tool/__init__.py | lib/crewai-tools/src/crewai_tools/tools/file_read_tool/__init__.py | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false | |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/src/crewai_tools/tools/file_read_tool/file_read_tool.py | lib/crewai-tools/src/crewai_tools/tools/file_read_tool/file_read_tool.py | from typing import Any
from crewai.tools import BaseTool
from pydantic import BaseModel, Field
class FileReadToolSchema(BaseModel):
"""Input for FileReadTool."""
file_path: str = Field(..., description="Mandatory file full path to read the file")
start_line: int | None = Field(
1, description="L... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/src/crewai_tools/aws/__init__.py | lib/crewai-tools/src/crewai_tools/aws/__init__.py | from crewai_tools.aws.bedrock import (
BedrockInvokeAgentTool,
BedrockKBRetrieverTool,
create_browser_toolkit,
create_code_interpreter_toolkit,
)
from crewai_tools.aws.s3 import S3ReaderTool, S3WriterTool
__all__ = [
"BedrockInvokeAgentTool",
"BedrockKBRetrieverTool",
"S3ReaderTool",
"... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/src/crewai_tools/aws/s3/writer_tool.py | lib/crewai-tools/src/crewai_tools/aws/s3/writer_tool.py | import os
from crewai.tools import BaseTool
from pydantic import BaseModel, Field
class S3WriterToolInput(BaseModel):
"""Input schema for S3WriterTool."""
file_path: str = Field(
..., description="S3 file path (e.g., 's3://bucket-name/file-name')"
)
content: str = Field(..., description="Con... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/src/crewai_tools/aws/s3/__init__.py | lib/crewai-tools/src/crewai_tools/aws/s3/__init__.py | from crewai_tools.aws.s3.reader_tool import S3ReaderTool as S3ReaderTool
from crewai_tools.aws.s3.writer_tool import S3WriterTool as S3WriterTool
| python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/src/crewai_tools/aws/s3/reader_tool.py | lib/crewai-tools/src/crewai_tools/aws/s3/reader_tool.py | import os
from crewai.tools import BaseTool
from pydantic import BaseModel, Field
class S3ReaderToolInput(BaseModel):
"""Input schema for S3ReaderTool."""
file_path: str = Field(
..., description="S3 file path (e.g., 's3://bucket-name/file-name')"
)
class S3ReaderTool(BaseTool):
name: str ... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/src/crewai_tools/aws/bedrock/exceptions.py | lib/crewai-tools/src/crewai_tools/aws/bedrock/exceptions.py | """Custom exceptions for AWS Bedrock integration."""
class BedrockError(Exception):
"""Base exception for Bedrock-related errors."""
class BedrockAgentError(BedrockError):
"""Exception raised for errors in the Bedrock Agent operations."""
class BedrockKnowledgeBaseError(BedrockError):
"""Exception rai... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/src/crewai_tools/aws/bedrock/__init__.py | lib/crewai-tools/src/crewai_tools/aws/bedrock/__init__.py | from crewai_tools.aws.bedrock.agents.invoke_agent_tool import BedrockInvokeAgentTool
from crewai_tools.aws.bedrock.browser import create_browser_toolkit
from crewai_tools.aws.bedrock.code_interpreter import create_code_interpreter_toolkit
from crewai_tools.aws.bedrock.knowledge_base.retriever_tool import (
BedrockK... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/src/crewai_tools/aws/bedrock/agents/__init__.py | lib/crewai-tools/src/crewai_tools/aws/bedrock/agents/__init__.py | from crewai_tools.aws.bedrock.agents.invoke_agent_tool import BedrockInvokeAgentTool
__all__ = ["BedrockInvokeAgentTool"]
| python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/src/crewai_tools/aws/bedrock/agents/invoke_agent_tool.py | lib/crewai-tools/src/crewai_tools/aws/bedrock/agents/invoke_agent_tool.py | from datetime import datetime, timezone
import json
import os
import time
from crewai.tools import BaseTool
from dotenv import load_dotenv
from pydantic import BaseModel, Field
from crewai_tools.aws.bedrock.exceptions import (
BedrockAgentError,
BedrockValidationError,
)
# Load environment variables from .e... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/src/crewai_tools/aws/bedrock/knowledge_base/retriever_tool.py | lib/crewai-tools/src/crewai_tools/aws/bedrock/knowledge_base/retriever_tool.py | import json
import os
from typing import Any
from crewai.tools import BaseTool
from dotenv import load_dotenv
from pydantic import BaseModel, Field
from crewai_tools.aws.bedrock.exceptions import (
BedrockKnowledgeBaseError,
BedrockValidationError,
)
# Load environment variables from .env file
load_dotenv()... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/src/crewai_tools/aws/bedrock/knowledge_base/__init__.py | lib/crewai-tools/src/crewai_tools/aws/bedrock/knowledge_base/__init__.py | from crewai_tools.aws.bedrock.knowledge_base.retriever_tool import (
BedrockKBRetrieverTool,
)
__all__ = ["BedrockKBRetrieverTool"]
| python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/src/crewai_tools/aws/bedrock/browser/utils.py | lib/crewai-tools/src/crewai_tools/aws/bedrock/browser/utils.py | from __future__ import annotations
from typing import TYPE_CHECKING, Any
if TYPE_CHECKING:
from playwright.async_api import Browser as AsyncBrowser, Page as AsyncPage
from playwright.sync_api import Browser as SyncBrowser, Page as SyncPage
async def aget_current_page(browser: AsyncBrowser | Any) -> AsyncPa... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/src/crewai_tools/aws/bedrock/browser/browser_session_manager.py | lib/crewai-tools/src/crewai_tools/aws/bedrock/browser/browser_session_manager.py | from __future__ import annotations
import logging
from typing import TYPE_CHECKING
if TYPE_CHECKING:
from bedrock_agentcore.tools.browser_client import BrowserClient
from playwright.async_api import Browser as AsyncBrowser
from playwright.sync_api import Browser as SyncBrowser
logger = logging.getLogger... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/src/crewai_tools/aws/bedrock/browser/browser_toolkit.py | lib/crewai-tools/src/crewai_tools/aws/bedrock/browser/browser_toolkit.py | """Toolkit for navigating web with AWS browser."""
import asyncio
import json
import logging
from typing import Any
from urllib.parse import urlparse
from crewai.tools import BaseTool
from pydantic import BaseModel, Field
from crewai_tools.aws.bedrock.browser.browser_session_manager import (
BrowserSessionManage... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/src/crewai_tools/aws/bedrock/browser/__init__.py | lib/crewai-tools/src/crewai_tools/aws/bedrock/browser/__init__.py | from crewai_tools.aws.bedrock.browser.browser_toolkit import (
BrowserToolkit,
create_browser_toolkit,
)
__all__ = ["BrowserToolkit", "create_browser_toolkit"]
| python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/src/crewai_tools/aws/bedrock/code_interpreter/__init__.py | lib/crewai-tools/src/crewai_tools/aws/bedrock/code_interpreter/__init__.py | from crewai_tools.aws.bedrock.code_interpreter.code_interpreter_toolkit import (
CodeInterpreterToolkit,
create_code_interpreter_toolkit,
)
__all__ = ["CodeInterpreterToolkit", "create_code_interpreter_toolkit"]
| python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/src/crewai_tools/aws/bedrock/code_interpreter/code_interpreter_toolkit.py | lib/crewai-tools/src/crewai_tools/aws/bedrock/code_interpreter/code_interpreter_toolkit.py | """Toolkit for working with AWS Bedrock Code Interpreter."""
from __future__ import annotations
import json
import logging
from typing import TYPE_CHECKING, Any
from crewai.tools import BaseTool
from pydantic import BaseModel, Field
if TYPE_CHECKING:
from bedrock_agentcore.tools.code_interpreter_client import ... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/src/crewai_tools/rag/source_content.py | lib/crewai-tools/src/crewai_tools/rag/source_content.py | from __future__ import annotations
from functools import cached_property
import os
from pathlib import Path
from typing import TYPE_CHECKING
from urllib.parse import urlparse
from crewai_tools.rag.misc import compute_sha256
if TYPE_CHECKING:
from crewai_tools.rag.data_types import DataType
class SourceContent... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/src/crewai_tools/rag/data_types.py | lib/crewai-tools/src/crewai_tools/rag/data_types.py | from enum import Enum
from importlib import import_module
import os
from pathlib import Path
from typing import cast
from urllib.parse import urlparse
from crewai_tools.rag.base_loader import BaseLoader
from crewai_tools.rag.chunkers.base_chunker import BaseChunker
class DataType(str, Enum):
FILE = "file"
PD... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/src/crewai_tools/rag/base_loader.py | lib/crewai-tools/src/crewai_tools/rag/base_loader.py | from abc import ABC, abstractmethod
from typing import Any
from pydantic import BaseModel, Field
from crewai_tools.rag.misc import compute_sha256
from crewai_tools.rag.source_content import SourceContent
class LoaderResult(BaseModel):
content: str = Field(description="The text content of the source")
source... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/src/crewai_tools/rag/core.py | lib/crewai-tools/src/crewai_tools/rag/core.py | import logging
from pathlib import Path
from typing import Any
from uuid import uuid4
import chromadb
from pydantic import BaseModel, Field, PrivateAttr
from crewai_tools.rag.base_loader import BaseLoader
from crewai_tools.rag.chunkers.base_chunker import BaseChunker
from crewai_tools.rag.data_types import DataType
f... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/src/crewai_tools/rag/misc.py | lib/crewai-tools/src/crewai_tools/rag/misc.py | import hashlib
from typing import Any
def compute_sha256(content: str) -> str:
"""Compute the SHA-256 hash of the given content.
Args:
content: The content to hash.
Returns:
The SHA-256 hash of the content as a hexadecimal string.
"""
return hashlib.sha256(content.encode()).hexdigest... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/src/crewai_tools/rag/embedding_service.py | lib/crewai-tools/src/crewai_tools/rag/embedding_service.py | """
Enhanced embedding service that leverages CrewAI's existing embedding providers.
This replaces the litellm-based EmbeddingService with a more flexible architecture.
"""
from __future__ import annotations
import logging
import os
from typing import Any
from pydantic import BaseModel, Field
logger = logging.getL... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/src/crewai_tools/rag/__init__.py | lib/crewai-tools/src/crewai_tools/rag/__init__.py | from crewai_tools.rag.core import RAG, EmbeddingService
from crewai_tools.rag.data_types import DataType
__all__ = [
"RAG",
"DataType",
"EmbeddingService",
]
| python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/src/crewai_tools/rag/chunkers/structured_chunker.py | lib/crewai-tools/src/crewai_tools/rag/chunkers/structured_chunker.py | from crewai_tools.rag.chunkers.base_chunker import BaseChunker
class CsvChunker(BaseChunker):
def __init__(
self,
chunk_size: int = 1200,
chunk_overlap: int = 100,
separators: list[str] | None = None,
keep_separator: bool = True,
):
if separators is None:
... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/src/crewai_tools/rag/chunkers/base_chunker.py | lib/crewai-tools/src/crewai_tools/rag/chunkers/base_chunker.py | import re
class RecursiveCharacterTextSplitter:
"""A text splitter that recursively splits text based on a hierarchy of separators."""
def __init__(
self,
chunk_size: int = 4000,
chunk_overlap: int = 200,
separators: list[str] | None = None,
keep_separator: bool = True... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/src/crewai_tools/rag/chunkers/__init__.py | lib/crewai-tools/src/crewai_tools/rag/chunkers/__init__.py | from crewai_tools.rag.chunkers.base_chunker import BaseChunker
from crewai_tools.rag.chunkers.default_chunker import DefaultChunker
from crewai_tools.rag.chunkers.structured_chunker import (
CsvChunker,
JsonChunker,
XmlChunker,
)
from crewai_tools.rag.chunkers.text_chunker import DocxChunker, MdxChunker, Te... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/src/crewai_tools/rag/chunkers/text_chunker.py | lib/crewai-tools/src/crewai_tools/rag/chunkers/text_chunker.py | from crewai_tools.rag.chunkers.base_chunker import BaseChunker
class TextChunker(BaseChunker):
def __init__(
self,
chunk_size: int = 1500,
chunk_overlap: int = 150,
separators: list[str] | None = None,
keep_separator: bool = True,
):
if separators is None:
... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/src/crewai_tools/rag/chunkers/default_chunker.py | lib/crewai-tools/src/crewai_tools/rag/chunkers/default_chunker.py | from crewai_tools.rag.chunkers.base_chunker import BaseChunker
class DefaultChunker(BaseChunker):
def __init__(
self,
chunk_size: int = 2000,
chunk_overlap: int = 20,
separators: list[str] | None = None,
keep_separator: bool = True,
):
super().__init__(chunk_siz... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/src/crewai_tools/rag/chunkers/web_chunker.py | lib/crewai-tools/src/crewai_tools/rag/chunkers/web_chunker.py | from crewai_tools.rag.chunkers.base_chunker import BaseChunker
class WebsiteChunker(BaseChunker):
def __init__(
self,
chunk_size: int = 2500,
chunk_overlap: int = 250,
separators: list[str] | None = None,
keep_separator: bool = True,
):
if separators is None:
... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/src/crewai_tools/rag/loaders/csv_loader.py | lib/crewai-tools/src/crewai_tools/rag/loaders/csv_loader.py | import csv
from io import StringIO
from crewai_tools.rag.base_loader import BaseLoader, LoaderResult
from crewai_tools.rag.loaders.utils import load_from_url
from crewai_tools.rag.source_content import SourceContent
class CSVLoader(BaseLoader):
def load(self, source_content: SourceContent, **kwargs) -> LoaderRes... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/src/crewai_tools/rag/loaders/json_loader.py | lib/crewai-tools/src/crewai_tools/rag/loaders/json_loader.py | import json
from crewai_tools.rag.base_loader import BaseLoader, LoaderResult
from crewai_tools.rag.loaders.utils import load_from_url
from crewai_tools.rag.source_content import SourceContent
class JSONLoader(BaseLoader):
def load(self, source_content: SourceContent, **kwargs) -> LoaderResult: # type: ignore[o... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/src/crewai_tools/rag/loaders/mdx_loader.py | lib/crewai-tools/src/crewai_tools/rag/loaders/mdx_loader.py | import re
from typing import Final
from crewai_tools.rag.base_loader import BaseLoader, LoaderResult
from crewai_tools.rag.loaders.utils import load_from_url
from crewai_tools.rag.source_content import SourceContent
_IMPORT_PATTERN: Final[re.Pattern[str]] = re.compile(r"^import\s+.*?\n", re.MULTILINE)
_EXPORT_PATTER... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/src/crewai_tools/rag/loaders/docs_site_loader.py | lib/crewai-tools/src/crewai_tools/rag/loaders/docs_site_loader.py | """Documentation site loader."""
from urllib.parse import urljoin, urlparse
from bs4 import BeautifulSoup
import requests
from crewai_tools.rag.base_loader import BaseLoader, LoaderResult
from crewai_tools.rag.source_content import SourceContent
class DocsSiteLoader(BaseLoader):
"""Loader for documentation web... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/src/crewai_tools/rag/loaders/xml_loader.py | lib/crewai-tools/src/crewai_tools/rag/loaders/xml_loader.py | from typing import Any
from xml.etree.ElementTree import ParseError, fromstring, parse
from crewai_tools.rag.base_loader import BaseLoader, LoaderResult
from crewai_tools.rag.loaders.utils import load_from_url
from crewai_tools.rag.source_content import SourceContent
class XMLLoader(BaseLoader):
def load(self, s... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/src/crewai_tools/rag/loaders/webpage_loader.py | lib/crewai-tools/src/crewai_tools/rag/loaders/webpage_loader.py | import re
from typing import Final
from bs4 import BeautifulSoup
import requests
from crewai_tools.rag.base_loader import BaseLoader, LoaderResult
from crewai_tools.rag.source_content import SourceContent
_SPACES_PATTERN: Final[re.Pattern[str]] = re.compile(r"[ \t]+")
_NEWLINE_PATTERN: Final[re.Pattern[str]] = re.c... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/src/crewai_tools/rag/loaders/utils.py | lib/crewai-tools/src/crewai_tools/rag/loaders/utils.py | """Utility functions for RAG loaders."""
def load_from_url(
url: str, kwargs: dict, accept_header: str = "*/*", loader_name: str = "Loader"
) -> str:
"""Load content from a URL.
Args:
url: The URL to fetch content from
kwargs: Additional keyword arguments (can include 'headers' override)
... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/src/crewai_tools/rag/loaders/youtube_channel_loader.py | lib/crewai-tools/src/crewai_tools/rag/loaders/youtube_channel_loader.py | """YouTube channel loader for extracting content from YouTube channels."""
import re
from typing import Any
from crewai_tools.rag.base_loader import BaseLoader, LoaderResult
from crewai_tools.rag.source_content import SourceContent
class YoutubeChannelLoader(BaseLoader):
"""Loader for YouTube channels."""
... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/src/crewai_tools/rag/loaders/github_loader.py | lib/crewai-tools/src/crewai_tools/rag/loaders/github_loader.py | """GitHub repository content loader."""
from github import Github, GithubException
from crewai_tools.rag.base_loader import BaseLoader, LoaderResult
from crewai_tools.rag.source_content import SourceContent
class GithubLoader(BaseLoader):
"""Loader for GitHub repository content."""
def load(self, source: S... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/src/crewai_tools/rag/loaders/__init__.py | lib/crewai-tools/src/crewai_tools/rag/loaders/__init__.py | from crewai_tools.rag.loaders.csv_loader import CSVLoader
from crewai_tools.rag.loaders.directory_loader import DirectoryLoader
from crewai_tools.rag.loaders.docx_loader import DOCXLoader
from crewai_tools.rag.loaders.json_loader import JSONLoader
from crewai_tools.rag.loaders.mdx_loader import MDXLoader
from crewai_to... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/src/crewai_tools/rag/loaders/pdf_loader.py | lib/crewai-tools/src/crewai_tools/rag/loaders/pdf_loader.py | """PDF loader for extracting text from PDF files."""
import os
from pathlib import Path
from typing import Any, cast
from urllib.parse import urlparse
import urllib.request
from crewai_tools.rag.base_loader import BaseLoader, LoaderResult
from crewai_tools.rag.source_content import SourceContent
class PDFLoader(Bas... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/src/crewai_tools/rag/loaders/text_loader.py | lib/crewai-tools/src/crewai_tools/rag/loaders/text_loader.py | from crewai_tools.rag.base_loader import BaseLoader, LoaderResult
from crewai_tools.rag.source_content import SourceContent
class TextFileLoader(BaseLoader):
def load(self, source_content: SourceContent, **kwargs) -> LoaderResult: # type: ignore[override]
source_ref = source_content.source_ref
if... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/src/crewai_tools/rag/loaders/directory_loader.py | lib/crewai-tools/src/crewai_tools/rag/loaders/directory_loader.py | import os
from pathlib import Path
from crewai_tools.rag.base_loader import BaseLoader, LoaderResult
from crewai_tools.rag.source_content import SourceContent
class DirectoryLoader(BaseLoader):
def load(self, source_content: SourceContent, **kwargs) -> LoaderResult: # type: ignore[override]
"""Load and ... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/src/crewai_tools/rag/loaders/youtube_video_loader.py | lib/crewai-tools/src/crewai_tools/rag/loaders/youtube_video_loader.py | """YouTube video loader for extracting transcripts from YouTube videos."""
import re
from typing import Any
from urllib.parse import parse_qs, urlparse
from crewai_tools.rag.base_loader import BaseLoader, LoaderResult
from crewai_tools.rag.source_content import SourceContent
class YoutubeVideoLoader(BaseLoader):
... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/src/crewai_tools/rag/loaders/postgres_loader.py | lib/crewai-tools/src/crewai_tools/rag/loaders/postgres_loader.py | """PostgreSQL database loader."""
from urllib.parse import urlparse
from psycopg2 import Error, connect
from psycopg2.extras import RealDictCursor
from crewai_tools.rag.base_loader import BaseLoader, LoaderResult
from crewai_tools.rag.source_content import SourceContent
class PostgresLoader(BaseLoader):
"""Loa... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/src/crewai_tools/rag/loaders/docx_loader.py | lib/crewai-tools/src/crewai_tools/rag/loaders/docx_loader.py | import os
import tempfile
from typing import Any
import requests
from crewai_tools.rag.base_loader import BaseLoader, LoaderResult
from crewai_tools.rag.source_content import SourceContent
class DOCXLoader(BaseLoader):
def load(self, source_content: SourceContent, **kwargs) -> LoaderResult: # type: ignore[over... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/src/crewai_tools/rag/loaders/mysql_loader.py | lib/crewai-tools/src/crewai_tools/rag/loaders/mysql_loader.py | """MySQL database loader."""
from typing import Any
from urllib.parse import urlparse
from pymysql import Error, connect
from pymysql.cursors import DictCursor
from crewai_tools.rag.base_loader import BaseLoader, LoaderResult
from crewai_tools.rag.source_content import SourceContent
class MySQLLoader(BaseLoader):
... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/src/crewai_tools/adapters/enterprise_adapter.py | lib/crewai-tools/src/crewai_tools/adapters/enterprise_adapter.py | import json
import os
import re
from typing import Any, Literal, Optional, Union, _SpecialForm, cast, get_origin
import warnings
from crewai.tools import BaseTool
from pydantic import Field, create_model
import requests
def get_enterprise_api_base_url() -> str:
"""Get the enterprise API base URL from environment... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/src/crewai_tools/adapters/lancedb_adapter.py | lib/crewai-tools/src/crewai_tools/adapters/lancedb_adapter.py | from collections.abc import Callable
from pathlib import Path
from typing import Any
from lancedb import ( # type: ignore[import-untyped]
DBConnection as LanceDBConnection,
connect as lancedb_connect,
)
from lancedb.table import Table as LanceDBTable # type: ignore[import-untyped]
from openai import Client a... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/src/crewai_tools/adapters/mcp_adapter.py | lib/crewai-tools/src/crewai_tools/adapters/mcp_adapter.py | """MCPServer for CrewAI."""
from __future__ import annotations
import logging
from typing import TYPE_CHECKING, Any
from crewai.tools import BaseTool
from crewai_tools.adapters.tool_collection import ToolCollection
logger = logging.getLogger(__name__)
if TYPE_CHECKING:
from mcp import StdioServerParameters
... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/src/crewai_tools/adapters/crewai_rag_adapter.py | lib/crewai-tools/src/crewai_tools/adapters/crewai_rag_adapter.py | """Adapter for CrewAI's native RAG system."""
from __future__ import annotations
import hashlib
from typing import TYPE_CHECKING, Any, cast
import uuid
from crewai.rag.config.types import RagConfigType
from crewai.rag.config.utils import get_rag_client
from crewai.rag.core.base_client import BaseClient
from crewai.r... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/src/crewai_tools/adapters/__init__.py | lib/crewai-tools/src/crewai_tools/adapters/__init__.py | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false | |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/src/crewai_tools/adapters/tool_collection.py | lib/crewai-tools/src/crewai_tools/adapters/tool_collection.py | from __future__ import annotations
from collections.abc import Callable
from typing import Generic, TypeVar
from crewai.tools import BaseTool
T = TypeVar("T", bound=BaseTool)
class ToolCollection(list, Generic[T]):
"""A collection of tools that can be accessed by index or name.
This class extends the bui... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/src/crewai_tools/adapters/rag_adapter.py | lib/crewai-tools/src/crewai_tools/adapters/rag_adapter.py | from typing import Any
from crewai_tools.rag.core import RAG
from crewai_tools.tools.rag.rag_tool import Adapter
class RAGAdapter(Adapter):
def __init__(
self,
collection_name: str = "crewai_knowledge_base",
persist_directory: str | None = None,
embedding_model: str = "text-embedd... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/src/crewai_tools/adapters/zapier_adapter.py | lib/crewai-tools/src/crewai_tools/adapters/zapier_adapter.py | import logging
import os
from typing import Final, Literal
from crewai.tools import BaseTool
from pydantic import Field, create_model
import requests
ACTIONS_URL: Final[Literal["https://actions.zapier.com/api/v2/ai-actions"]] = (
"https://actions.zapier.com/api/v2/ai-actions"
)
logger = logging.getLogger(__name... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/tests/test_generate_tool_specs.py | lib/crewai-tools/tests/test_generate_tool_specs.py | import json
from unittest import mock
from crewai.tools.base_tool import BaseTool, EnvVar
from crewai_tools.generate_tool_specs import ToolSpecExtractor
from pydantic import BaseModel, Field
import pytest
class MockToolSchema(BaseModel):
query: str = Field(..., description="The query parameter")
count: int =... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/tests/base_tool_test.py | lib/crewai-tools/tests/base_tool_test.py | from collections.abc import Callable
from crewai.tools import BaseTool, tool
from crewai.tools.base_tool import to_langchain
def test_creating_a_tool_using_annotation():
@tool("Name of my tool")
def my_tool(question: str) -> str:
"""Clear description for what this tool is useful for, you agent will n... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/tests/test_optional_dependencies.py | lib/crewai-tools/tests/test_optional_dependencies.py | from pathlib import Path
import subprocess
import tempfile
import pytest
@pytest.fixture
def temp_project():
temp_dir = tempfile.TemporaryDirectory()
project_dir = Path(temp_dir.name) / "test_project"
project_dir.mkdir()
pyproject_content = """
[project]
name = "test-project"
version = "... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/tests/__init__.py | lib/crewai-tools/tests/__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/file_read_tool_test.py | lib/crewai-tools/tests/file_read_tool_test.py | import os
from unittest.mock import mock_open, patch
from crewai_tools import FileReadTool
def test_file_read_tool_constructor():
"""Test FileReadTool initialization with file_path."""
# Create a temporary test file
test_file = "/tmp/test_file.txt"
test_content = "Hello, World!"
with open(test_fi... | 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_pdf_search_tool_config.py | lib/crewai-tools/tests/tools/test_pdf_search_tool_config.py | from unittest.mock import MagicMock, Mock, patch
from crewai_tools.adapters.crewai_rag_adapter import CrewAIRagAdapter
from crewai_tools.tools.pdf_search_tool.pdf_search_tool import PDFSearchTool
@patch("crewai_tools.adapters.crewai_rag_adapter.create_client")
def test_pdf_search_tool_with_azure_config_without_env_v... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/tests/tools/parallel_search_tool_test.py | lib/crewai-tools/tests/tools/parallel_search_tool_test.py | import json
from unittest.mock import patch
from urllib.parse import urlparse
from crewai_tools.tools.parallel_tools.parallel_search_tool import (
ParallelSearchTool,
)
def test_requires_env_var(monkeypatch):
monkeypatch.delenv("PARALLEL_API_KEY", raising=False)
tool = ParallelSearchTool()
result = 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/test_txt_search_tool_config.py | lib/crewai-tools/tests/tools/test_txt_search_tool_config.py | from unittest.mock import MagicMock, Mock, patch
from crewai_tools.adapters.crewai_rag_adapter import CrewAIRagAdapter
from crewai_tools.tools.txt_search_tool.txt_search_tool import TXTSearchTool
@patch("crewai_tools.adapters.crewai_rag_adapter.create_client")
def test_txt_search_tool_with_azure_config_without_env_v... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/tests/tools/generate_crewai_automation_tool_test.py | lib/crewai-tools/tests/tools/generate_crewai_automation_tool_test.py | import os
from unittest.mock import MagicMock, patch
from crewai_tools.tools.generate_crewai_automation_tool.generate_crewai_automation_tool import (
GenerateCrewaiAutomationTool,
GenerateCrewaiAutomationToolSchema,
)
import pytest
import requests
@pytest.fixture(autouse=True)
def mock_env():
with patch.... | 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_scrape_website_tool_test.py | lib/crewai-tools/tests/tools/firecrawl_scrape_website_tool_test.py | import pytest
from crewai_tools.tools.firecrawl_scrape_website_tool.firecrawl_scrape_website_tool import (
FirecrawlScrapeWebsiteTool,
)
@pytest.mark.vcr()
def test_firecrawl_scrape_tool_integration():
tool = FirecrawlScrapeWebsiteTool()
result = tool.run(url="https://firecrawl.dev")
assert result is... | 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_import_without_warnings.py | lib/crewai-tools/tests/tools/test_import_without_warnings.py | from pydantic.warnings import PydanticDeprecatedSince20
import pytest
@pytest.mark.filterwarnings("error", category=PydanticDeprecatedSince20)
def test_import_tools_without_pydantic_deprecation_warnings():
# This test is to ensure that the import of crewai_tools does not raise any Pydantic deprecation warnings.
... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/tests/tools/snowflake_search_tool_test.py | lib/crewai-tools/tests/tools/snowflake_search_tool_test.py | import asyncio
from unittest.mock import MagicMock, patch
from crewai_tools import SnowflakeConfig, SnowflakeSearchTool
import pytest
# Unit Test Fixtures
@pytest.fixture
def mock_snowflake_connection():
mock_conn = MagicMock()
mock_cursor = MagicMock()
mock_cursor.description = [("col1",), ("col2",)]
... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/tests/tools/tool_collection_test.py | lib/crewai-tools/tests/tools/tool_collection_test.py | import unittest
from unittest.mock import MagicMock
from crewai.tools import BaseTool
from crewai_tools.adapters.tool_collection import ToolCollection
class TestToolCollection(unittest.TestCase):
def setUp(self):
self.search_tool = self._create_mock_tool(
"SearcH", "Search Tool"
) # ... | 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_file_writer_tool.py | lib/crewai-tools/tests/tools/test_file_writer_tool.py | import os
import shutil
import tempfile
from crewai_tools.tools.file_writer_tool.file_writer_tool import FileWriterTool
import pytest
@pytest.fixture
def tool():
return FileWriterTool()
@pytest.fixture
def temp_env():
temp_dir = tempfile.mkdtemp()
test_file = "test.txt"
test_content = "Hello, World... | 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_crawl_website_tool_test.py | lib/crewai-tools/tests/tools/firecrawl_crawl_website_tool_test.py | import pytest
from crewai_tools.tools.firecrawl_crawl_website_tool.firecrawl_crawl_website_tool import (
FirecrawlCrawlWebsiteTool,
)
@pytest.mark.vcr()
def test_firecrawl_crawl_tool_integration():
tool = FirecrawlCrawlWebsiteTool(config={
"limit": 2,
"max_discovery_depth": 1,
"scrape_... | 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_search_tools.py | lib/crewai-tools/tests/tools/test_search_tools.py | import os
from pathlib import Path
import tempfile
from unittest.mock import MagicMock
from crewai_tools.rag.data_types import DataType
from crewai_tools.tools import (
CSVSearchTool,
CodeDocsSearchTool,
DOCXSearchTool,
DirectorySearchTool,
GithubSearchTool,
JSONSearchTool,
MDXSearchTool,
... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
crewAIInc/crewAI | https://github.com/crewAIInc/crewAI/blob/f3c17a249b5a2da3a917784d9762421591c1cde5/lib/crewai-tools/tests/tools/singlestore_search_tool_test.py | lib/crewai-tools/tests/tools/singlestore_search_tool_test.py | from collections.abc import Generator
import os
from crewai_tools import SingleStoreSearchTool
from crewai_tools.tools.singlestore_search_tool import SingleStoreSearchToolSchema
import pytest
from singlestoredb import connect
from singlestoredb.server import docker
@pytest.fixture(scope="session")
def docker_server_... | python | MIT | f3c17a249b5a2da3a917784d9762421591c1cde5 | 2026-01-04T14:39:52.484392Z | false |
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