AI providers: review follow-ups to 0060ccd
Replay usage key gemini_usage -> llm_usage (backend + ReplayTab), re-price the correction/correlation estimates for gpt-4o-mini, no temperature for o-series or gpt-5 models, and refresh comments still naming Gemini. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
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Claude Opus 5.5
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0060ccde75
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4fab959ddb
@@ -122,17 +122,17 @@ class Settings(BaseSettings):
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# NWS alerts cache TTL; the issue asks 60-120 s (floored at 30 s in code).
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weather_alerts_ttl_s: int = 90
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# Gemini (intelligence extraction, embeddings, incident summaries)
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# Gemini: only used if CORR_CHEAP_MODEL / TRANSCRIPT_CORRECTION_MODEL is set
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# to a gemini-* ID (app/internal/llm.py). OpenAI serves both by default.
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gemini_api_key: Optional[str] = None
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# Correlation LLM (server-26#299). The rules engine decides every confident
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# case; this model is called at most ONCE per scene, and only when the rules
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# flag the decision as ambiguous (incident_correlator._ambiguity). There is
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# no second "smart" tier any more: the cheap/smart consensus tiebreak ran on
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# ~15% of scenes and resolved nearly every disagreement as "new" (#115).
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# The model ID was once retired by Google and 404'd on every call for days;
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# a failed LLM call falls back to the rules decision, so nothing broke
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# loudly. Verify against https://ai.google.dev/gemini-api/docs/models
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# before changing.
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# A model ID was once retired by its provider and 404'd on every call for
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# days; a failed LLM call falls back to the rules decision, so nothing broke
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# loudly. Verify the ID against the provider's model list before changing.
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corr_cheap_model: str = "gpt-4o-mini" # OpenAI since 2026-11-08 (was gemini-3.6-flash); a gemini-* ID still works
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# Transcript correction (server-26#36). Runs inside transcription, once per
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# transcribed call above MIN_WORDS_FOR_CORRECTION, so it is priced like STT
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