What the data for this category looks like
Data sources for footwear financing daily reports include daily loan ledgers from footwear supply chain finance platforms, dealer financing application records from brand owners, and operational data of footwear enterprises from third-party credit reporting agencies. The update cadence is daily T+1 full refresh of the previous day’s data. Each data entry includes fields such as subject name, credit limit, actual loan amount, loan date, maturity date, repayment status, and corresponding footwear SKU category. The currency unit is Renminbi yuan. Duration-related fields use natural days as units. SKU category fields include segmented category labels such as athletic shoes, leather shoes, and children's shoes.
What constraints these characteristics impose on citation sources and traceability
The multi-source data structure of footwear financing daily reports requires the traceability process to first complete cross-platform field alignment. For example, map "loan time" and "loan date" from different data sources to standard fields uniformly. The daily T+1 update cadence requires strict limitation of the date range for recalled data during traceability. This prevents non-current-day or expired data from being included. The segmented SKU category labels require traceability results to be associated with the corresponding footwear category. This ensures cited content matches the current query’s segmented scenario. Unified unit handling for amount fields requires consistent labeling of Renminbi yuan when displaying traceability results, to avoid unit confusion.
How to set the configurations
| Configuration Item | Recommended Value | Rationale |
|---|---|---|
Recall Limit | Top 20 entries | Footwear financing daily reports have a moderate daily article volume. Excessive recall will cause token overflow, which meets the information density requirements of daily queries. |
Similarity Threshold | 0.75–0.85 | Balance recall accuracy and recall volume, avoid missing financing data for footwear segmented categories, and filter irrelevant cross-category content. |
Reranked Return Count | Top 8 entries | Prioritize displaying financing data most relevant to the footwear scenario, ensuring traceability results focus on the current segmented category. |
Citation Source Display Configuration | Display document title, loan date, SKU category | Match the core fields of footwear financing daily reports, allowing users to quickly identify the scenario attributes of cited data. |
Date Range Filter | Query day T-1 to query day | Adapt to the daily updated daily report feature, only recall valid data from the previous day, avoid mixing expired data. |
Multi-source Data Field Mapping | Uniformly map to standard field set | Resolve naming differences of fields from different data sources, ensure field consistency in traceability display. |
The parameter values provided on this page are conventional recommendations used as 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 your own samples before finalizing.
Three common errors
- Phenomenon: Citation source documents display in the debug page, but no citations appear on the officially released chat page. Cause: The
Citation Source Display Configurationis only enabled in debug mode, and the formal environment display switch is not activated synchronously. - Phenomenon: Token limits for single-round responses are exceeded, even when
Recall Limitis set to 2000. Cause: While individual footwear financing daily report entries are short, the total token count of 2000 recalled entries far exceeds the context window of common models. This setup does not adapt to the data scale of the segmented category. - Phenomenon: Financing daily report results from knowledge base searches in workflows do not appear as traceability content in conversations. Cause: The
Citation Source Outputfield of the knowledge base search node is not bound to the background knowledge input of the conversation module. This prevents traceability data from being passed to the conversation link.
How to confirm the configuration is complete
- Initiate a query for financing daily reports targeting a specific footwear category. Verify that the citation source corresponding to the target SKU category displays on the conversation interface.
- View background logs for knowledge base searches. Confirm that the date range of recalled data only includes the previous day’s financing records.
- Adjust the
Similarity Threshold. Test whether the query filters out financing data from non-footwear categories, to validate that the threshold configuration works. - Export the field list for citation sources. Confirm that all displayed fields are standard fields after unified mapping, with no naming discrepancies.
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.