import json import logging import requests from apps.rag.search.main import SearchResult from config import SRC_LOG_LEVELS log = logging.getLogger(__name__) log.setLevel(SRC_LOG_LEVELS["RAG"]) def search_serpstack( api_key: str, query: str, https_enabled: bool = True ) -> list[SearchResult]: """Search using serpstack.com's and return the results as a list of SearchResult objects. Args: api_key (str): A serpstack.com API key query (str): The query to search for https_enabled (bool): Whether to use HTTPS or HTTP for the API request """ url = f"{'https' if https_enabled else 'http'}://api.serpstack.com/search" headers = {"Content-Type": "application/json"} params = { "access_key": api_key, "query": query, } response = requests.request("POST", url, headers=headers, params=params) response.raise_for_status() json_response = response.json() results = sorted( json_response.get("organic_results", []), key=lambda x: x.get("position", 0) ) return [ SearchResult( link=result["url"], title=result.get("title"), snippet=result.get("snippet") ) for result in results[:5] ]