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Raising GLOBAL_LOG_LEVEL to WARNING buys quieter output but not less work: 241 INFO call sites interpolate their payload into an f-string before the logging call gets to drop it. The heaviest is get_doc, which logs every chunk id and metadata dict in a collection, so on the full-context retrieval path that is the entire knowledge base, once per chat request.
That one line at WARNING, CPython 3.12:
| knowledge base | payload | before | after |
| -------------- | ------- | -------- | ------- |
| top-k of 3 | 1.2 kB | 3.8 us | 0.07 us |
| 500 chunks | 201 kB | 583.6 us | 0.08 us |
| 5000 chunks | 2.0 MB | 5.8 ms | 0.15 us |
The lazy form log.info('query_doc:result %s %s', result.ids, result.metadatas) hands the payload to record.getMessage(), which the InterceptHandler only reaches once a record has passed the level check. Output at INFO is byte-identical. Two sites that already built their message eagerly, one str concat and one % operator, move to the same lazy form.
52 lines
1.6 KiB
Python
52 lines
1.6 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.retrieval.web.main import SearchResult, get_filtered_results
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log = logging.getLogger(__name__)
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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('Searching with Ollama for query: %s', 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('Found %s results', len(results))
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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.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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