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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.
60 lines
1.9 KiB
Python
60 lines
1.9 KiB
Python
import logging
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from typing import List, Optional
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import requests
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from fastapi import Request
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from open_webui.env import FORWARD_SESSION_INFO_HEADER_CHAT_ID
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from open_webui.retrieval.web.main import SearchResult, get_filtered_results
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from open_webui.utils.headers import include_user_info_headers
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log = logging.getLogger(__name__)
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def search_external(
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request: Request,
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external_url: str,
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external_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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user=None,
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) -> List[SearchResult]:
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try:
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headers = {
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# LICENSE covers this Open WebUI user-agent identifier.
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# Do not alter, remove, obscure, or replace it except as LICENSE permits:
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# https://docs.openwebui.com/license.
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'User-Agent': 'Open WebUI (https://github.com/open-webui/open-webui) RAG Bot',
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'Authorization': f'Bearer {external_api_key}',
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}
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headers = include_user_info_headers(headers, user)
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chat_id = getattr(request.state, 'chat_id', None)
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if chat_id:
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headers[FORWARD_SESSION_INFO_HEADER_CHAT_ID] = str(chat_id)
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response = requests.post(
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external_url,
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headers=headers,
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json={
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'query': query,
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'count': count,
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},
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)
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response.raise_for_status()
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results = response.json()
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if filter_list:
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results = get_filtered_results(results, filter_list)
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results = [
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SearchResult(
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link=result.get('link'),
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title=result.get('title'),
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snippet=result.get('snippet'),
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)
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for result in results[:count]
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]
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log.info('External search results: %s', results)
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return results
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except Exception as e:
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log.error(f'Error in External search: {e}')
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return []
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