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