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Transcript Preparation Data Quality Suite
x402
Transcript Preparation Data Quality Suite 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).
Runs three analytical reports on transcript preparation records: record quality audit, exact row deduplication, and duplicate key detection — up to 200 rows per call.
Price / call$0.01
Success—
StatusUnknown
How this service works
Transcript preparation — Record quality audit + Exact row deduplication + Duplicate key report: Record quality audit + Exact row deduplication + Duplicate key report for supplied transcript preparation records (transcribed_minutes, source_minutes). Up to 200 rows; 3 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 3 supplied-data reports for up to 200 rows.
Output
Three separate analytical reports: (1) a record quality audit flagging issues like null values, out-of-range numbers, or malformed dates across the submitted rows; (2) an exact row deduplication report identifying rows that are completely identical across all fields; and (3) a duplicate key report identifying rows that share the same identifying key fields (e.g. row_id or document_group+date combinations). All reports are computed locally without external lookups.
Example use cases
Transcript batch deduplication check
“I have a batch of 120 transcript preparation records with transcribed_minutes and source_minutes values — can you run an exact row deduplication check and flag any duplicate keys across document groups?”
Quality audit before transcript ingestion
“Before we ingest these 80 transcript records into our system, can you run a full record quality audit on them to catch any missing values, format issues, or anomalies in the transcribed_minutes and source_minutes fields?”
Duplicate document group key detection
“We suspect some of our transcript preparation rows share duplicate document_group and date combinations — can you run a duplicate key report on these 60 rows and tell us which keys appear more than once?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-writing-12-209?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need three simultaneous data quality reports (quality audit + deduplication + duplicate key detection) on transcript preparation records in a single low-cost call. It is ideal for batch preprocessing of transcription datasets before ingestion, archiving, or analysis — especially when you need to validate transcribed_minutes and source_minutes fields alongside record-level deduplication, all without any external API calls or AI inference.
Side effects
- Submitting more than 200 rows returns a validation error
- Missing required fields (row_id, date, transcribed_minutes, source_minutes) cause row-level rejection
- Malformed date strings not matching YYYY-MM-DD pattern fail schema validation
- Numeric values outside the allowed range (-1e12 to 1e12) are rejected
- Empty rows array returns an error due to minItems:1 constraint
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array |
Tags
x402
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