What the Data for This Category Looks Like
Data for auto parts intelligent due diligence reports comes primarily from original equipment manufacturer (OEM) supporting archives, batch reports issued by third-party testing institutions, supply chain traceability systems, and industry compliance filing documents. Data update frequency varies by business scenario. OEM supporting archives are synchronized and updated every quarter. Detection reports for individual part batches are updated in real time alongside production batches. Document structure includes unique part codes, supplier qualification numbers, production batch identifiers, detailed compliance inspection items, and traceability association identifiers. All fields use industry standard coding formats. Units align with common measurement standards for part production and circulation.
What Constraints Do These Data Characteristics Impose on the Citation and Traceability Workflow?
These data characteristics impose multiple constraints on the citation and traceability workflow. First, part compliance is strongly tied to production batches. Traceability must accurately match production batch identifiers to complete the process. Full-link traceability cannot be completed using only part models. Second, update frequencies vary across multiple data sources. Differentiated cache expiration times must be set for different data sources. This prevents expired batch detection reports from being cited. Third, all fields use standard coding formats. Traceability requires including coding fields as unique identifiers. Using only text names is not sufficient. This ensures traceability results can accurately target individual part batches. Fourth, industry compliance filing documents must be linked to filing numbers. The number must be retained during citation to meet compliance traceability requirements.
How to Configure Settings
| Configuration Item | Recommended Value | Rationale |
|---|---|---|
Recall Count | Top 8–12 entries | Auto parts data entries are lengthy. Excessive recall will cause context overflow |
Similarity Threshold | 0.72–0.85 | Low-match non-target batch data must be filtered to avoid traceability errors |
Traceability Field Whitelist | Part code, production batch, supplier qualification number | Only retain standard coding fields that support accurate traceability |
Data Source Refresh Cycle | 7 days for OEM archives, 1 day for batch reports | Aligns with the actual update rhythm of the two data types |
temperature | 0.1–0.3 | Due diligence reports require rigor. Reduce randomness to ensure consistent traceability results |
Citation Template | {{source_name}}: {{part_code}}={{value1}}, {{production_batch}}={{value2}}, Traceability ID: {{unique_id}} | Standardize traceability information output to facilitate subsequent verification |
The parameter values provided on this page are all conventional recommendations used as a starting point for configuration. Actual values are affected by material form, data volume and business rules. Specific issues require specific analysis. It is recommended to test on your own samples before finalizing settings.
Three Common Misconfigurations
- Symptom: After configuring the variable reference mode, the temperature setting button disappears from the interface, and the
temperatureparameter cannot be adjusted. Cause: The variable reference mode inherits global model parameters by default, and no local parameter setting entry is opened separately. - Symptom: Only the part name is displayed in the citation results, and no production batch or traceability code is included. Cause: Corresponding coding fields are not configured in the
Traceability Field Whitelist, resulting in missing traceability information. - Symptom: The detection report cited in the due diligence report shows expired batch data. Cause: A short
Data Source Refresh Cycleis not set for batch reports, and the cache is not updated in a timely manner.
How to Confirm Proper Configuration
- Navigate to the knowledge base configuration page and check if the
Traceability Field Whitelistincludes standard fields such as part code and production batch. - Initiate a test query and verify that the returned citation results include complete traceability coding information.
- View the data source management page and confirm that the
Data Source Refresh Cyclesettings for different data source types match the actual update rhythm. - Switch to variable reference mode and check if the
temperatureparameter value can be adjusted via global parameter configuration.
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.