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_tavily(api_key: str, query: str, count: int) -> list[SearchResult]: """Search using Tavily's Search API and return the results as a list of SearchResult objects. Args: api_key (str): A Tavily Search API key query (str): The query to search for Returns: List[SearchResult]: A list of search results """ url = "https://api.tavily.com/search" data = {"query": query, "api_key": api_key} response = requests.post(url, json=data) response.raise_for_status() json_response = response.json() raw_search_results = json_response.get("results", []) return [ SearchResult( link=result["url"], title=result.get("title", ""), snippet=result.get("content"), ) for result in raw_search_results[:count] ]