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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.apps.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_serply( |
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api_key: str, |
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query: str, |
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count: int, |
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hl: str = "us", |
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limit: int = 10, |
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device_type: str = "desktop", |
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proxy_location: str = "US", |
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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 serply.io API key |
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query (str): The query to search for |
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hl (str): Host Language code to display results in (reference https://developers.google.com/custom-search/docs/xml_results?hl=en#wsInterfaceLanguages) |
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limit (int): The maximum number of results to return [10-100, defaults to 10] |
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""" |
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log.info("Searching with Serply") |
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url = "https://api.serply.io/v1/search/" |
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query_payload = { |
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"q": query, |
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"language": "en", |
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"num": limit, |
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"gl": proxy_location.upper(), |
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"hl": hl.lower(), |
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} |
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url = f"{url}{urlencode(query_payload)}" |
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headers = { |
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"X-API-KEY": api_key, |
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"X-User-Agent": device_type, |
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"User-Agent": "open-webui", |
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"X-Proxy-Location": proxy_location, |
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} |
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response = requests.request("GET", url, headers=headers) |
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response.raise_for_status() |
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json_response = response.json() |
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log.info(f"results from serply search: {json_response}") |
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results = sorted( |
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json_response.get("results", []), key=lambda x: x.get("realPosition", 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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