What this type of data looks like
Medical beauty intelligent due diligence reports support compliance verification for financial scenarios. Primary data sources include medical beauty practice licenses, medical service project filing documents, physician practice qualification certificates, medical consumable registration certificates and traceability codes, and regulatory public information released by local health commissions. Institutional and physician qualifications are updated quarterly. Consumable registration certificates are updated per batch. Medical treatment records are generated in real time when services are completed. Document structure includes institutional information pages, qualification lists, project filing forms, consumable traceability ledgers, and medical record summaries. Included fields are institutional unified social credit code, physician practice certificate number, consumable registration certificate number, medical service project code, and consultation date.
Constraints on citation sources and traceability links
The characteristics of medical beauty data create multiple constraints for citation sources and traceability workflows. Regulatory filing data requires unique identifiers for traceability; only displaying institutional names is insufficient. Anonymized medical treatment records must filter patient privacy information, retaining only content related to medical services and institutions. As a result, traceability fields must exclude patient personal information. Consumable traceability must include batch information to avoid cross-batch compliance risks. Update frequencies vary across data sources, so verification cycles must be adjusted by type to ensure traceability information timeliness. Medical beauty due diligence reports have high professional standards, so low-match irrelevant data sources must be strictly filtered to preserve report credibility.
Configuration Settings
| Configuration Item | Recommended Value | Rationale |
|---|---|---|
Maximum Number of Citations | 3-5 | Medical beauty due diligence reports require professional brevity; excessive citations distract readers |
Citation Source Whitelist | ["practice license", "medical project filing", "consumable traceability", "physician qualification"] | Matches core compliant data source types for medical beauty due diligence |
Matching Threshold | 0.78-0.82 | Medical beauty data has high professional requirements, so low-match irrelevant traceability content must be filtered |
Citation Display Format | [{source type}]{name}({unique identifier}) | Clearly displays core traceability information for quick compliance verification |
Traceability Update Verification Cycle | Once daily | Medical beauty regulatory filing data has a stable update frequency; daily verification ensures information timeliness |
Three Common Misconfigurations
- Issue: The
referencesfield in API responses returns redundant content, and the front end displays citation modules marked in red. Cause:referenceDisplayModeis not configured to return only via the backend without display, or the citation display switch is not disabled in request parameters. - Issue: An
invalid reference sourceerror prompt appears after submitting a knowledge base variable reference configuration. Cause: The variable value is not included in the citation source whitelist, or the variable is not correctly bound to a compliant data source type. - Issue: Recalled traceability information does not match the medical beauty due diligence topic, with irrelevant beauty service institutions or non-compliant consumable information appearing. Cause: The matching threshold is set too low, leading to recall of low-match irrelevant content.
How to Confirm Successful Configuration
- Upload anonymized medical beauty treatment records and institutional filing documents, generate an intelligent due diligence report, and verify that the traceability list at the end of the report only includes preset data source types.
- Adjust the matching threshold configuration, compare recalled traceability information across different values, and confirm that matching meets business requirements.
- Test multi-turn conversation scenarios, check that the traceability information display format matches the configured setting in each round of due diligence content output.
- View system logs to confirm that traceability update verification tasks run according to the preset cycle.
The parameter values provided on this page are common starting points for configuration. Actual values are affected by material format, data volume, and business rules. Specific issues require individual analysis. It is recommended to test on your own samples before finalizing settings.
Question material comes from public community discussions. Configuration values are common starting points and should be measured against your own samples. Verified on 2026-09-14.