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fix(tools): tier-aware GPU cloud fallback for ask synthesis

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When a persona-pinned GPU fine-tune is offline, degrade to the requested
quality tier's Bedrock model (Quick->Haiku, Pro->Sonnet) instead of a
hardcoded gpt-4o, so Pro genuinely differs from Quick while the pod is off.
Legacy/azure engines keep gpt-4o as the floor. Generalize the degraded
notice/trace wording (no longer asserts gpt-4o).

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
This commit is contained in:
davegilligan
2026-06-15 18:50:39 +02:00
parent a4b5b6e3f2
commit f270a32056
1 changed files with 19 additions and 10 deletions
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includes/LegalTools.php
+19 -10
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@@ -316,7 +316,7 @@ PROMPT;
}
array_unshift($uncertain, $this->degradedModelNotice($language));
$json['what_remains_uncertain'] = $uncertain;
$trace[] = $this->trace('Model routing', 'Fine-tuned legal model unavailable; answered with gpt-4o fallback (corpus + retrieval unaffected).', 'warning');
$trace[] = $this->trace('Model routing', 'Fine-tuned legal model unavailable; answered with cloud fallback (corpus + retrieval unaffected).', 'warning');
}
$trace[] = $this->trace('Synthesis', 'Azure OpenAI generated an answer using only the retrieved source excerpts.', 'complete');
@@ -1253,9 +1253,18 @@ PROMPT;
return true;
}
/** The always-up cloud fallback used when a GPU-backed fine-tune is offline. */
private function cloudFallbackGateway(): array
/**
* The always-up cloud fallback used when a GPU-backed fine-tune is offline. Tier-aware:
* a requested quality tier (Quick→Haiku, Pro→Sonnet) degrades to that tier's Bedrock model
* so Pro still buys a stronger model than Quick while the pod is off. Legacy/azure engines
* keep gpt-4o as the capable general floor.
*/
private function cloudFallbackGateway(string $engine): array
{
if (($engine === 'claude_haiku' || $engine === 'claude_sonnet')
&& $this->azure instanceof DbnBedrockGateway) {
return [$this->azure, DbnBedrockModelRouter::deploymentForEngine($engine, true)];
}
return [$this->azure, 'gpt-4o'];
}
@@ -1338,7 +1347,7 @@ PROMPT;
error_log('[dbn-persona] GPU model ' . $model . ' marked unavailable; using cloud fallback.');
$failedModel = $model;
$degraded = true;
[$gw, $model] = $this->cloudFallbackGateway();
[$gw, $model] = $this->cloudFallbackGateway($engine);
}
try {
@@ -1352,7 +1361,7 @@ PROMPT;
$this->writeGpuHealth($model, false);
$failedModel = $model;
$degraded = true;
[$gw, $model] = $this->cloudFallbackGateway();
[$gw, $model] = $this->cloudFallbackGateway($engine);
$raw = $gw->withDeployment($model)->chatText($messages, $options);
}
@@ -1365,14 +1374,14 @@ PROMPT;
];
}
/** Localized notice shown when the fine-tuned legal model was offline and gpt-4o answered. */
/** Localized notice shown when the fine-tuned legal model was offline and a general cloud model answered. */
private function degradedModelNotice(string $language): string
{
return match (dbnToolsNormalizeUiLanguage($language)) {
'no' => 'Den spesialiserte, finjusterte norske juridiske modellen er midlertidig utilgjengelig, så dette svaret ble generert av den generelle modellen (gpt-4o). Det juridiske korpuset, kildene og bevisene er fullt tilgjengelige – gjennomgå de siterte kildene som vanlig.',
'uk' => 'Спеціалізована доточена норвезька юридична модель тимчасово недоступна, тому цю відповідь згенерувала загальна модель (gpt-4o). Юридичний корпус, джерела та докази повністю доступні — перегляньте цитовані джерела, як зазвичай.',
'pl' => 'Wyspecjalizowany, dostrojony norweski model prawny jest tymczasowo niedostępny, więc tę odpowiedź wygenerował model ogólny (gpt-4o). Korpus prawny, źródła i dowody są w pełni dostępne — przejrzyj cytowane źródła jak zwykle.',
default => 'The specialized fine-tuned Norwegian legal model is temporarily offline, so this answer was generated by the general model (gpt-4o). The legal corpus, sources, and evidence are fully live — review the cited sources as usual.',
'no' => 'Den spesialiserte, finjusterte norske juridiske modellen er midlertidig utilgjengelig, så dette svaret ble generert av en generell skymodell. Det juridiske korpuset, kildene og bevisene er fullt tilgjengelige – gjennomgå de siterte kildene som vanlig.',
'uk' => 'Спеціалізована доточена норвезька юридична модель тимчасово недоступна, тому цю відповідь згенерувала загальна хмарна модель. Юридичний корпус, джерела та докази повністю доступні — перегляньте цитовані джерела, як зазвичай.',
'pl' => 'Wyspecjalizowany, dostrojony norweski model prawny jest tymczasowo niedostępny, więc tę odpowiedź wygenerował ogólny model w chmurze. Korpus prawny, źródła i dowody są w pełni dostępne — przejrzyj cytowane źródła jak zwykle.',
default => 'The specialized fine-tuned Norwegian legal model is temporarily offline, so this answer was generated by a general cloud model. The legal corpus, sources, and evidence are fully live — review the cited sources as usual.',
};
}