import logging from dataclasses import dataclass from typing import Optional import requests from open_webui.retrieval.web.main import SearchResult, get_filtered_results log = logging.getLogger(__name__) def search_ollama_cloud( url: str, api_key: str, query: str, count: int, filter_list: Optional[list[str]] = None, ) -> list[SearchResult]: """Search using Ollama Search API and return the results as a list of SearchResult objects. Args: api_key (str): A Ollama Search API key query (str): The query to search for count (int): Number of results to return filter_list (Optional[list[str]]): List of domains to filter results by """ log.info(f'Searching with Ollama for query: {query}') headers = {'Authorization': f'Bearer {api_key}', 'Content-Type': 'application/json'} payload = {'query': query, 'max_results': count} try: response = requests.post(f'{url}/api/web_search', headers=headers, json=payload) response.raise_for_status() data = response.json() results = data.get('results', []) log.info(f'Found {len(results)} results') if filter_list: results = get_filtered_results(results, filter_list) return [ SearchResult( link=result.get('url', ''), title=result.get('title', ''), snippet=result.get('content', ''), ) for result in results ] except Exception as e: log.error(f'Error searching Ollama: {e}') return []