Embedding FT

Run Workflow

1. Set auth token (TOKEN) or pass --token.
2. Execute scripts/run-embedding-ft.sh with a request file.
3. Inspect completedJobs and failedJobs, then triage via references.

Commands

scripts/run-embedding-ft.sh --dry-run
scripts/run-embedding-ft.sh --token "$TOKEN"
scripts/run-embedding-ft.sh --data ./assets/example-jobs.json --token "$TOKEN"

Fast Triage

• 400: request body is not a valid job array.
• 500: SageMaker request/response parsing failure.
• completedJobs < submitted: inspect queue payload, row version, and content function output.

Load References On Demand

• references/env.md: auth and caller environment.
• references/job-contract.md: queue semantics and DB side effects.
• references/testing.md: smoke-test and debug checklist.