Forwarded schedule-change emails were being parsed by qwen3vl-4b (a 4B *vision* model) for text extraction, which reliably dropped the flight number — so the matcher had no key to link on and a forwarded flight update created a duplicate instead of amending the existing segment. Point the ingest-plans CronJob's text extraction at qwen3-8b (verified live: it emits flight_number + a clean PNR, 3/3 on the failing email) and keep qwen3vl-4b for boarding-pass image attachments (LLM_VISION_MODEL). llama-swap loads each on demand; the GPU swap cost is accepted. Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com> |
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| authentik.tf | ||
| main.tf | ||
| terragrunt.hcl | ||