chore: import upstream snapshot with attribution
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# Copyright 2026 Google LLC
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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"""Sample demonstrating CrewAI tool with **kwargs parameter handling.
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This sample shows how CrewaiTool correctly passes arbitrary parameters
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through **kwargs, which is a common pattern in CrewAI tools.
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"""
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from typing import Optional
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from crewai.tools import BaseTool
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from google.adk import Agent
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from google.adk.tools.crewai_tool import CrewaiTool
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from pydantic import BaseModel
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from pydantic import Field
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class SearchInput(BaseModel):
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"""Input schema for the search tool."""
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query: str = Field(..., description="The search query string")
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category: Optional[str] = Field(
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None, description="Filter by category (e.g., 'technology', 'science')"
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)
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date_range: Optional[str] = Field(
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None, description="Filter by date range (e.g., 'last_week', '2024')"
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)
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limit: Optional[int] = Field(
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None, description="Limit the number of results (e.g., 10, 20)"
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)
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class CustomSearchTool(BaseTool):
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"""A custom CrewAI tool that accepts arbitrary search parameters via **kwargs.
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This demonstrates the key CrewAI tool pattern where tools accept
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flexible parameters through **kwargs.
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"""
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name: str = "custom_search"
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description: str = (
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"Search for information with flexible filtering options. "
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"Accepts a query and optional filter parameters like category, "
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"date_range, limit, etc."
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)
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args_schema: type[BaseModel] = SearchInput
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def _run(self, query: str, **kwargs) -> str:
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"""Execute search with arbitrary filter parameters.
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Args:
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query: The search query string.
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**kwargs: Additional filter parameters like category, date_range, limit.
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Returns:
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A formatted string showing the query and applied filters.
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"""
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result_parts = [f"Searching for: '{query}'"]
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if kwargs:
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result_parts.append("Applied filters:")
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for key, value in kwargs.items():
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result_parts.append(f" - {key}: {value}")
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else:
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result_parts.append("No additional filters applied.")
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# Simulate search results
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result_parts.append(f"\nFound 3 results matching your criteria.")
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return "\n".join(result_parts)
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crewai_search_tool = CustomSearchTool()
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# Wrap it with ADK's CrewaiTool
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adk_search_tool = CrewaiTool(
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crewai_search_tool,
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name="search_with_filters",
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description=(
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"Search for information with optional filters like category, "
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"date_range, or limit"
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),
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)
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root_agent = Agent(
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name="search_agent",
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description="An agent that can search with flexible filtering options",
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instruction="""
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You are a helpful search assistant.
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When users ask you to search, use the search_with_filters tool.
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You can pass additional parameters like:
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- category: to filter by category (e.g., "technology", "science")
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- date_range: to filter by date (e.g., "last_week", "2024")
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- limit: to limit the number of results (e.g., 10, 20)
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Always acknowledge what filters you're applying.
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""",
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tools=[adk_search_tool],
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)
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