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@@ -1,7 +1,8 @@
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import logging
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-
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import requests
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+from typing import List
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+
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from apps.rag.search.main import SearchResult
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from config import SRC_LOG_LEVELS
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@@ -9,20 +10,52 @@ log = logging.getLogger(__name__)
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log.setLevel(SRC_LOG_LEVELS["RAG"])
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-def search_searxng(query_url: str, query: str, count: int) -> list[SearchResult]:
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- """Search a SearXNG instance for a query and return the results as a list of SearchResult objects.
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+def search_searxng(query_url: str, query: str, count: int, **kwargs) -> List[SearchResult]:
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+ """
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+ Search a SearXNG instance for a given query and return the results as a list of SearchResult objects.
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+
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+ The function allows passing additional parameters such as language or time_range to tailor the search result.
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Args:
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- query_url (str): The URL of the SearXNG instance to search. Must contain "<query>" as a placeholder
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- query (str): The query to search for
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+ query_url (str): The base URL of the SearXNG server with a placeholder for the query "<query>".
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+ query (str): The search term or question to find in the SearXNG database.
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+ count (int): The maximum number of results to retrieve from the search.
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+
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+ Keyword Args:
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+ language (str): Language filter for the search results; e.g., "en-US". Defaults to an empty string.
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+ time_range (str): Time range for filtering results by date; e.g., "2023-04-05..today" or "all-time". Defaults to ''.
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+ categories: (Optional[List[str]]): Specific categories within which the search should be performed, defaulting to an empty string if not provided.
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+
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+ Returns:
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+ List[SearchResult]: A list of SearchResults sorted by relevance score in descending order.
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+
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+ Raise:
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+ requests.exceptions.RequestException: If a request error occurs during the search process.
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"""
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- url = query_url.replace("<query>", query)
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- if "&format=json" not in url:
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- url += "&format=json"
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- log.debug(f"searching {url}")
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+
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+ # Default values for optional parameters are provided as empty strings or None when not specified.
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+ language = kwargs.get('language', 'en-US')
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+ time_range = kwargs.get('time_range', '')
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+ categories = ''.join(kwargs.get('categories', []))
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+
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+ params = {
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+ "q": query,
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+ "format": "json",
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+ "pageno": 1,
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+ "results_per_page": count,
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+ 'language': language,
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+ 'time_range': time_range,
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+ 'engines': '',
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+ 'categories': categories,
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+ 'theme': 'simple',
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+ 'image_proxy': 0
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- r = requests.get(
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- url,
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+ }
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+
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+ log.debug(f"searching {query_url}")
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+
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+ response = requests.get(
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+ query_url,
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headers={
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"User-Agent": "Open WebUI (https://github.com/open-webui/open-webui) RAG Bot",
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"Accept": "text/html",
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@@ -30,15 +63,17 @@ def search_searxng(query_url: str, query: str, count: int) -> list[SearchResult]
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"Accept-Language": "en-US,en;q=0.5",
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"Connection": "keep-alive",
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},
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+ params=params,
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)
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- r.raise_for_status()
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- json_response = r.json()
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+ response.raise_for_status() # Raise an exception for HTTP errors.
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+
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+ json_response = response.json()
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results = json_response.get("results", [])
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sorted_results = sorted(results, key=lambda x: x.get("score", 0), reverse=True)
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return [
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SearchResult(
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link=result["url"], title=result.get("title"), snippet=result.get("content")
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)
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- for result in sorted_results[:count]
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+ for result in sorted_results
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]
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