import logging from typing import Optional from urllib.parse import urlencode import requests from open_webui.retrieval.web.main import SearchResult, get_filtered_results log = logging.getLogger(__name__) def search_serpapi( api_key: str, engine: str, query: str, count: int, filter_list: Optional[list[str]] = None, ) -> list[SearchResult]: """Search using serpapi.com's API and return the results as a list of SearchResult objects. Args: api_key (str): A serpapi.com API key query (str): The query to search for """ url = 'https://serpapi.com/search' engine = engine or 'google' payload = {'engine': engine, 'q': query, 'api_key': api_key} url = f'{url}?{urlencode(payload)}' response = requests.request('GET', url) json_response = response.json() log.info(f'results from serpapi search: {json_response}') results = sorted(json_response.get('organic_results', []), key=lambda x: x.get('position', 0)) if filter_list: results = get_filtered_results(results, filter_list) return [ SearchResult( link=result['link'], title=result.get('title'), snippet=result.get('snippet'), ) for result in results[:count] ]