52 lines
1.5 KiB
Python
52 lines
1.5 KiB
Python
import logging
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from dataclasses import dataclass
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from typing import Optional
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import requests
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from open_webui.env import SRC_LOG_LEVELS
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from open_webui.retrieval.web.main import SearchResult
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log = logging.getLogger(__name__)
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log.setLevel(SRC_LOG_LEVELS["RAG"])
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def search_ollama_cloud(
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url: str,
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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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) -> list[SearchResult]:
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"""Search using Ollama 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 Ollama Search API key
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query (str): The query to search for
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count (int): Number of results to return
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filter_list (Optional[list[str]]): List of domains to filter results by
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"""
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log.info(f"Searching with Ollama for query: {query}")
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headers = {"Authorization": f"Bearer {api_key}", "Content-Type": "application/json"}
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payload = {"query": query, "max_results": count}
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try:
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response = requests.post(f"{url}/api/web_search", headers=headers, json=payload)
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response.raise_for_status()
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data = response.json()
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results = data.get("results", [])
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log.info(f"Found {len(results)} results")
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return [
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SearchResult(
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link=result.get("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 results
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]
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except Exception as e:
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log.error(f"Error searching Ollama: {e}")
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return []
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