fix(openwebui): guarantee answer after tool budget
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#!/usr/bin/env python3
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"""Make Open WebUI finish with an answer when its internal tool budget is used.
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Open WebUI 0.9.5 otherwise ends the request with only
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``Tool-call limit reached``. The patch is deliberately assertion-based: an
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upstream source change makes the image build fail instead of silently applying
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the modification at the wrong location.
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"""
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from pathlib import Path
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import sys
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if len(sys.argv) != 2:
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raise SystemExit("usage: patch_tool_finalization.py MIDDLEWARE_PY")
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path = Path(sys.argv[1])
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source = path.read_text()
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patch_marker = "The tool budget for this turn is exhausted. Do not call"
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if patch_marker in source:
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raise SystemExit("Open WebUI tool-finalization patch is already present")
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needle = """ res = await generate_chat_completion(
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request,
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new_form_data,
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user,
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bypass_system_prompt=True,
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)
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"""
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replacement = """ # The upstream loop otherwise stops with only
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# `Tool-call limit reached` after executing this batch. Reserve
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# the final completion for synthesis: keep every accumulated
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# result, but expose no tools to the model and explicitly require
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# a useful, evidence-bounded answer.
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force_final_response = (
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max_tool_call_iterations is not None
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and tool_call_iterations >= max_tool_call_iterations
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)
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if force_final_response:
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new_form_data.pop('tools', None)
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new_form_data.pop('tool_ids', None)
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final_metadata = dict(metadata)
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final_metadata['tools'] = {}
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final_metadata['tool_ids'] = []
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final_metadata['tool_servers'] = []
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new_form_data['metadata'] = final_metadata
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new_form_data['messages'] = add_or_update_system_message(
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'The tool budget for this turn is exhausted. Do not call '
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'or imitate any more tools. Give the user a concise final '
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'answer now using only the tool results already present. '
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'Explicitly distinguish verified findings from inference, '
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'and state what could not be verified. Never end without a '
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'visible answer.',
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new_form_data['messages'],
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append=True,
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)
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res = await generate_chat_completion(
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request,
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new_form_data,
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user,
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bypass_system_prompt=True,
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)
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"""
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if source.count(needle) != 1:
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raise SystemExit(
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f"expected exactly one Open WebUI continuation anchor, found {source.count(needle)}"
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)
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source = source.replace(needle, replacement)
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needle = """ await stream_body_handler(res, new_form_data)
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output[:0] = prior_output
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"""
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replacement = """ await stream_body_handler(res, new_form_data)
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if force_final_response:
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# A model may still print tool-shaped output after the
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# schemas were removed. It must not trigger the upstream
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# hard-error path or another execution attempt.
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tool_calls.clear()
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output[:0] = prior_output
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"""
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if source.count(needle) != 1:
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raise SystemExit(
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f"expected exactly one Open WebUI stream anchor, found {source.count(needle)}"
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)
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source = source.replace(needle, replacement)
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path.write_text(source)
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