44 lines
1.3 KiB
Python
44 lines
1.3 KiB
Python
import json
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import logging
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from typing import Optional
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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_serper(
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api_key: str, query: str, count: int, filter_list: Optional[list[str]] = None
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) -> list[SearchResult]:
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"""Search using serper.dev'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 serper.dev API key
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query (str): The query to search for
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"""
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url = "https://google.serper.dev/search"
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payload = json.dumps({"q": query})
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headers = {"X-API-KEY": api_key, "Content-Type": "application/json"}
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response = requests.request("POST", url, headers=headers, data=payload)
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response.raise_for_status()
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json_response = response.json()
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results = sorted(
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json_response.get("organic", []), 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"],
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title=result.get("title"),
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snippet=result.get("description"),
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)
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for result in results[:count]
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]
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