Total Searches
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Success Rate
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Avg Response
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Cache Hit Rate
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System Health
Redis
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Pinecone
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HK Catalog
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Catalog rows
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Uptime
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Events buffered
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Pending sync
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Search Volume
Lookups per time bucket — success vs failure
Outcome Split
Success / failure breakdown
Identity Confidence
High / Medium / Low across verified lookups
Pipeline Timing Breakdown (live searches only)
| Stage | Lookups | Avg | Max | Total |
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Failure Reasons
| Error type | Count |
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Data Source Performance
| Source | Lookups | Avg |
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Vertex API Attempts (observe / enforce only; separate from lookup counts)
| Metric | Value |
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Top Failing Barcodes
| Barcode | Fails | Errors |
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Lookup Features
| Feature | Count |
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| Time (UTC) | Barcode | Status | Confidence | Passes | Product | Source | Client | Total | Pipeline |
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Barcode Inspector
Enter any barcode to see the exact Vertex AI prompts that will be sent, and the recorded search queries from the most recent lookup of that barcode.
Vertex AI Pass 1 — Search Prompt
Extraction Prompt Template (sent after each search pass)
Evidence Priority Header (injected on pass 2+)
Grounding Queries Gemini Actually Fired
Last Lookup Event (full)
Human nutrition review history
Approve/reject actions from Nutrition Approvals — values changed, reviewer, IP/geo, and time (UTC).