import json import logging import requests from apps.rag.search.main import SearchResult from config import SRC_LOG_LEVELS, WEB_SEARCH_RESULT_COUNT log = logging.getLogger(__name__) log.setLevel(SRC_LOG_LEVELS["RAG"]) def search_serper(api_key: str, query: str) -> list[SearchResult]: """Search using serper.dev's API and return the results as a list of SearchResult objects. Args: api_key (str): A serper.dev API key query (str): The query to search for """ url = "https://google.serper.dev/search" payload = json.dumps({"q": query}) headers = {"X-API-KEY": api_key, "Content-Type": "application/json"} response = requests.request("POST", url, headers=headers, data=payload) response.raise_for_status() json_response = response.json() results = sorted( json_response.get("organic", []), key=lambda x: x.get("position", 0) ) return [ SearchResult( link=result["link"], title=result.get("title"), snippet=result.get("description"), ) for result in results[:WEB_SEARCH_RESULT_COUNT] ]