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