Extraction: model in config, chatter gate, geocode cache (server-26#298, server-26#104, server-26#88)
EXTRACTION_MODEL / EMBEDDING_MODEL replace the gpt-4o-mini and text-embedding-3-small literals. gate_chatter (classify_chatter with roll_call narrowed to whole-transcript roll calls) skips correction, extraction, embedding and geocoding for housekeeping, writes skip_reason=non_event_chatter and still runs the free clearance/plate backstops; upload.py's no-scene fallback admits it like transcript_too_short. Ships OFF (CHATTER_GATE_ENABLED =false): a gated call has no units, so it takes the no-fit-check thin attach, and #127 requires a clean live shadow window first. In-process TTL cache (24h, negatives 1h, 5000 entries, LRU) in front of the Geocoding API, keyed by address+bounds; holds coordinates only, inside the Maps 30-day lat/lng caching limit; errors and key/quota statuses not cached. #104: the no-scene fallback passes the call doc's severity. #88: resolved/reassignment parsed by _llm_bool, not bool(). Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
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Claude Opus 5.5
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@@ -79,8 +79,31 @@ class Settings(BaseSettings):
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# google-genai does not retry unless told to, so this is the whole bound.
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gemini_timeout_seconds: float = 60.0
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# Scene extraction + embeddings (server-26#298). Were literals in
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# intelligence.py; any OpenAI chat model that supports JSON mode works.
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extraction_model: str = "gpt-4o-mini"
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embedding_model: str = "text-embedding-3-small"
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# Skip correction + extraction (+ embedding, geocoding) for transcripts
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# chatter_classifier.gate_chatter calls radio housekeeping. OFF by default:
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# a gated call carries no units, so it is thin and takes the no-fit-check
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# thin attach (mechanism A) instead of the fit-tested path or the #115
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# orphan gate, and server-26#127 set "0 false positives in a live shadow
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# window" as the bar for going live. Read chatter_classifier_verdict off a
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# shadow window first, then set CHATTER_GATE_ENABLED=true.
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chatter_gate_enabled: bool = False
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# Google Maps (geocoding)
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google_maps_api_key: Optional[str] = None
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# In-process cache of Geocoding API answers (server-26#298). Dispatch
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# repeats the same address on every follow-up call of a job, and the
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# place verifier re-geocodes the same nouns. In-process rather than
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# Firestore: a Firestore read costs about what it saves, adds latency on
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# every miss, and would persist Maps content -- the Maps terms allow
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# caching lat/lng for at most 30 days, and an in-memory TTL can never
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# outlive that. Lost on restart, which only costs a few repeat lookups.
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geocode_cache_ttl_seconds: int = 24 * 60 * 60
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geocode_cache_negative_ttl_seconds: int = 60 * 60 # ZERO_RESULTS etc.
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geocode_cache_max_entries: int = 5000
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# 511NY developer key (server-26#183/#198). Issued with the NYSDOT Developer
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# Access Agreement grant; the keyless legacy API is gone since the 511x cutover.
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ny511_api_key: Optional[str] = None
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