What the Data for This Category Looks Like
Jewelry research report data comes from four main sources: segmented category reports from textile and apparel industry associations, quotation ledgers from upstream raw material suppliers, jewelry sales monitoring data from cross-border e-commerce platforms, and new product development documents from brands. Update cycles fall into three categories:
- Raw material purchase price data is updated weekly
- Industry trend analysis reports are released monthly
- New product sales and compliance testing data is synchronized every two weeks
Document structures include fixed fields: SKU code, material type, unit wholesale price, supply lead time, compliance certification mark, and affiliated accessories category. Units use standard measurements such as yuan, piece, and day. Individual research report document lengths vary widely. It is recommended to base final decisions on in-house sample statistics or actual testing.
Constraints Imposed by Data Characteristics on Citation Traceability
Jewelry research report data characteristics create multiple constraints for the citation traceability process. The multi-source, decentralized data structure requires the traceability module to associate source identifiers across different knowledge bases. It must also distinguish credibility weights for different data types, such as industry reports and supplier ledgers. Differentiated update cycles require traceability processes to mark data collection timestamps. This prevents citing expired raw material prices or temporary promotion data. The precise field system requires field-level matching for traceability. Fuzzy full-text matching must be avoided to ensure cited content binds to core identifiers like SKU code and material type. The wide range of document lengths requires adjusting segmentation thresholds. This preserves complete context for cited fragments and avoids truncating key information during traceability.
Configuration Settings
| Configuration Item | Recommended Setting | Rationale |
|---|---|---|
Recall Count | Top 10 results | Jewelry research report data is decentralized. Recalling enough candidate sources covers multi-source data and avoids missing supplier or industry report sources. |
Similarity Threshold | 0.72–0.78 | Jewelry research report fields are precise. A threshold that is too low introduces irrelevant matches. A threshold that is too high fails to recall associated data for different SKUs in the same category. This value is calibrated via actual testing. |
rerankTopN | Top 5 results | Individual jewelry research report documents have wide length variation. Retaining the top 5 results after re-ranking ensures traceability source relevance and readability, and avoids excessive redundant information. |
showReference | Configured per scenario | This adapts to different business requirements. Some scenarios require turning off reference display. Others require retaining source display for compliant traceability. |
referenceMatchField | SKU code, material type | This matches core identifier fields for jewelry research reports. It ensures traceability content binds to precise attributes and avoids traceability errors from fuzzy matching. |
segmentLength | 800–1200 characters | Individual jewelry research report document lengths vary widely. This segment length balances context completeness and traceability positioning accuracy, and adapts to different document structures. |
The parameter values provided on this page are common starting points 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 in-house samples before finalizing settings.
Three Common Configuration Mistakes
- Phenomenon: Conversation replies include an unconfigured citation source list, or fail to turn off the default reference display. Cause: The scenario-level configuration of the
showReferenceparameter was not adjusted correctly, and the global default reference display logic was retained by mistake. - Phenomenon: Traceability results match non-jewelry research report content, and irrelevant textile category data appears. Cause: The
referenceMatchFieldparameter was not specified as core fields such as SKU code and material type. Full-text matching alone leads to incorrect associations. - Phenomenon: Recalled traceability sources only include industry reports, and upstream supplier quotation data is missing. Cause: The
Recall Countsetting is too low, and does not cover currently associated multi-source knowledge base data.
How to Confirm Configuration Is Correct
- Initiate a query that includes a specific jewelry SKU code, and check whether citation sources displayed in the reply bind to the corresponding SKU and material type information.
- Access the knowledge base search configuration panel for the current scenario, and confirm that the
referenceMatchFieldparameter is configured as the core identifier field for jewelry research reports. - Test adjusting the
showReferenceparameter to the off state, and verify that the preset citation source list no longer appears in conversation replies. - Adjust the
Recall Countparameter to different values, and check whether the number of returned traceability sources covers all currently associated knowledge base types.
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.