process-hybrid-search

Execute and troubleshoot Supabase edge function `process_hybrid_search`, which rewrites process descriptions and calls `hybrid_search_processes` with optional filters. Use when validating process query/filter behavior, tuning retrieval prompts, or debugging auth, embedding, and RPC failures.

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Install skill "process-hybrid-search" with this command: npx skills add tiangong-lca/skills/tiangong-lca-skills-process-hybrid-search

Process Hybrid Search

Run Workflow

  1. Set TIANGONG_LCA_APIKEY or pass --token.
  2. Execute scripts/run-process-hybrid-search.sh with a request JSON file.
  3. Confirm response shape, then debug with focused references.

Commands

scripts/run-process-hybrid-search.sh --dry-run --token "$TIANGONG_LCA_APIKEY"
scripts/run-process-hybrid-search.sh --token "$TIANGONG_LCA_APIKEY"
scripts/run-process-hybrid-search.sh --data ./assets/example-request.json --token "$TIANGONG_LCA_APIKEY"

Fast Triage

  • 400: missing or invalid query.
  • 500: embedding provider or hybrid_search_processes RPC failure.
  • Empty data: query/filter mismatch; inspect generated retrieval query and filter structure.

Load References On Demand

  • references/env.md: auth, region, and endpoint overrides.
  • references/request-response.md: payload contract and RPC expectations.
  • references/prompts.md: query-rewrite prompt constraints.
  • references/testing.md: smoke test checklist.

Source Transparency

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