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Training Compliance Exact Row Deduplication and Duplicate Key Report
x402
Training Compliance Exact Row Deduplication and Duplicate Key Report is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-26).
Deduplicates training compliance records and generates a duplicate key report for up to 200 rows of completed/assigned course data.
Price / call$0.01
Success—
StatusUnknown
How this service works
Training compliance — Exact row deduplication + Duplicate key report: Exact row deduplication + Duplicate key report for supplied training compliance records (completed_courses, assigned_courses). Up to 200 rows; 2 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 2 supplied-data reports for up to 200 rows.
Output
Returns two independent reports: (1) an exact row deduplication report identifying and removing fully duplicate records from the submitted training compliance rows, and (2) a duplicate key report listing any row_id or key field values that appear more than once, covering up to 200 input rows.
Example use cases
HR training audit deduplication
“Our HR system exported training compliance records and I think there are duplicate entries — can you run exact row deduplication and a duplicate key report on these rows? Each record has a row_id, team_group, date, completed_courses, and assigned_courses.”
Pre-upload compliance data cleanup
“Before I upload our Q4 training compliance data to the LMS, can you check these 150 rows for exact duplicate records and flag any duplicate row IDs so I can clean the file first?”
Multi-team course tracking deduplication
“We merged training records from three team groups and I need you to deduplicate exact matching rows and tell me which row_ids appear more than once across the completed_courses and assigned_courses data.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-operations-10-038?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need to clean training compliance datasets specifically — detecting exact duplicate rows and flagging duplicate keys across completed_courses and assigned_courses fields — without any live lookup or external system interaction. Best for preprocessing compliance data before ingestion into LMS or HR systems, up to 200 rows per call.
Side effects
- Exceeding 200 row limit returns an error or truncated result
- Missing required fields (row_id, team_group, date, completed_courses, assigned_courses) cause validation failure
- Invalid date format (non-YYYY-MM-DD) triggers schema validation error
- Empty rows array rejected due to minItems:1 constraint
- Payment not received results in 402 response and no processing
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array |
Tags
x402
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