embedding-ft

Execute and troubleshoot Supabase edge function `embedding_ft` that consumes PGMQ embedding jobs, calls AWS SageMaker embeddings, and writes vectors back to Postgres. Use when validating job payload handling, investigating failed embeddings, tuning ack semantics, or adjusting worker auth/environment.

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Install skill "embedding-ft" with this command: npx skills add tiangong-lca/skills/tiangong-lca-skills-embedding-ft

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.

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