from typing import List, Optional from pydantic import BaseModel, Field class SearchItem(BaseModel): """Represents a single search result item""" title: str = Field(description="The title of the search result") url: str = Field(description="The URL of the search result") description: Optional[str] = Field( default=None, description="A description or snippet of the search result" ) def __str__(self) -> str: """String representation of a search result item.""" return f"{self.title} - {self.url}" class WebSearchEngine(BaseModel): """Base class for web search engines.""" model_config = {"arbitrary_types_allowed": True} def perform_search( self, query: str, num_results: int = 10, *args, **kwargs ) -> List[SearchItem]: """ Perform a web search and return a list of search items. Args: query (str): The search query to submit to the search engine. num_results (int, optional): The number of search results to return. Default is 10. args: Additional arguments. kwargs: Additional keyword arguments. Returns: List[SearchItem]: A list of SearchItem objects matching the search query. """ raise NotImplementedError