Logan CusanoandClaude Opus 5.5 0060ccde75 AI providers: correlation decision and transcript correction move to OpenAI gpt-4o-mini ...

One funded account (OpenAI) now covers extraction, embeddings, summaries,
the ambiguous-scene correlation call and transcript correction; Groq stays
optional for STT. New app/internal/llm.py picks the provider from the model
name, so setting either model back to a gemini-* ID needs no code change.
Usage accounting for replay runs now covers both providers.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>

2026-11-08 01:25:21 -05:00

..

cameras

Cameras: redact API keys from feed errors; gate TfL/Calgary; clamp map bbox

2026-10-04 18:06:47 -04:00

outages

Review: ODIN stale events and 0001-01-01 no-ETR sentinel (Refs #184)

2026-10-05 02:45:25 -04:00

__init__.py

Initial commit — DRB server stack

2026-04-05 19:01:39 -04:00

ai_clients.py

Transcription: config-driven OpenAI-compatible STT with OpenAI fallback (server-26#297, server-26#83)

2026-10-27 20:28:30 -04:00

ai_health.py

correlation: rules decide, one cheap LLM call only when ambiguous; drop the consensus tiebreak (server-26#299)

2026-10-27 20:26:38 -04:00

alerter.py

Alerts: confidence gate before any push, held alerts, release on corroboration (server-26#300)

2026-10-27 20:29:01 -04:00

area_context.py

Admin Replay: re-run the pipeline over past calls in a sandbox (#170)

2026-09-26 15:23:57 -04:00

audit.py

feat: add role-based user management, audit log, and session tracking

2026-06-22 00:02:09 -04:00

auth.py

Close the /admin/features side-door that needed a container shell to flip AI spend

2026-08-30 02:52:00 -04:00

chatter_classifier.py

Merge feat/297-cheaper-ai into feat/299-correlation-simplify

2026-10-27 20:31:54 -04:00

clock.py

Admin Replay: re-run the pipeline over past calls in a sandbox (#170)

2026-09-26 15:23:57 -04:00

dedup.py

Stop Whisper hallucinations and dedupe recordings across nodes

2026-08-16 17:28:27 -04:00

discord_guild_link.py

Discord: per-bot OAuth "Connect a Discord server" backend (server-26#225 S6)

2026-10-05 02:52:57 -04:00

discord_leases.py

Discord: check bot permissions before handing a token to a node (server-26#225 S3)

2026-10-05 02:22:45 -04:00

discord_oauth.py

Discord: per-bot OAuth "Connect a Discord server" backend (server-26#225 S6)

2026-10-05 02:52:57 -04:00

discord_perms.py

Discord perms: partial guild payload is unknown, not a deny (#225 S1 review)

2026-10-05 01:57:15 -04:00

discord_rest.py

Discord: channel list and presence without the main bot (server-26#225 S5)

2026-10-05 02:53:57 -04:00

discord_streams.py

S8: main DRB bot optional end to end + owner-flow integration tests (server-26#225)

2026-10-05 03:24:44 -04:00

dynsec.py

Reject revokes the node's MQTT login and API key (server-26#195)

2026-10-04 17:58:51 -04:00

feature_flags.py

Admin Replay: re-run the pipeline over past calls in a sandbox (#170)

2026-09-26 15:23:57 -04:00

firestore.py

WIP: discord system — transactional token leases + desired-state streams (c2-core, unwired)

2026-10-04 17:55:09 -04:00

gemini.py

AI providers: correlation decision and transcript correction move to OpenAI gpt-4o-mini

2026-11-08 01:25:21 -05:00

incident_correlator.py

correlation: rules decide, one cheap LLM call only when ambiguous; drop the consensus tiebreak (server-26#299)

2026-10-27 20:26:38 -04:00

intelligence.py

Merge feat/297-cheaper-ai into feat/299-correlation-simplify

2026-10-27 20:31:54 -04:00

llm_correlator.py

AI providers: correlation decision and transcript correction move to OpenAI gpt-4o-mini

2026-11-08 01:25:21 -05:00

llm.py

AI providers: correlation decision and transcript correction move to OpenAI gpt-4o-mini

2026-11-08 01:25:21 -05:00

logger.py

Stop httpx logging API keys in plaintext

2026-08-16 20:05:29 -04:00

mqtt_handler.py

nodes: store and show host disk free; warn when low (node-26#41)

2026-10-26 02:24:10 -04:00

node_sweeper.py

Discord radio channels: wire leases + desired-state streams (server-26#203, #204)

2026-10-04 18:05:26 -04:00

ny511.py

Cameras: redact API keys from feed errors; gate TfL/Calgary; clamp map bbox

2026-10-04 18:06:47 -04:00

place_verifier.py

Correction: reject lost numbers and growth; place verifier anchors from the talkgroup name (server-26#162, server-26#160)

2026-10-27 20:28:29 -04:00

recorrelation_sweep.py

AI providers: correlation decision and transcript correction move to OpenAI gpt-4o-mini

2026-11-08 01:25:21 -05:00

replay.py

AI providers: correlation decision and transcript correction move to OpenAI gpt-4o-mini

2026-11-08 01:25:21 -05:00

storage.py

S8: main DRB bot optional end to end + owner-flow integration tests (server-26#225)

2026-10-05 03:24:44 -04:00

summarizer.py

Explicit timeouts on every OpenAI and Gemini request (#153)

2026-10-04 18:00:25 -04:00

system_config.py

Systems: P25 trunked / P25 conventional / analog as one choice (node-26#24)

2026-10-04 15:55:34 -04:00

talkgroups.py

Systems: P25 trunked / P25 conventional / analog as one choice (node-26#24)

2026-10-04 15:55:34 -04:00

tenancy.py

Stamp org_id everywhere and gate every route that leaked across tenants

2026-08-18 20:28:37 -04:00

transcript_correction.py

AI providers: correlation decision and transcript correction move to OpenAI gpt-4o-mini

2026-11-08 01:25:21 -05:00

transcription.py

Transcription: config-driven OpenAI-compatible STT with OpenAI fallback (server-26#297, server-26#83)

2026-10-27 20:28:30 -04:00

vocabulary_learner.py

Explicit timeouts on every OpenAI and Gemini request (#153)

2026-10-04 18:00:25 -04:00

weather.py

Weather review fixes: zone-fetch time budget, prod NWS_USER_AGENT (Refs #237)

2026-10-05 02:58:32 -04:00

wer.py

admin: STT eval harness — record human-verified transcripts, measure real WER (#163)

2026-09-21 00:04:30 -04:00