What Data for This Category Looks Like
Data sources include public enterprise financing ledgers from domestic paint and ink industry associations, financing filing information from commodity supply chain finance platforms, and industry financing subsidy data published by local financial regulatory bureaus. Data is updated daily. Each document follows a fixed structure, including enterprise name, financing subject type, financing amount, financing purpose, disbursement institution, disbursement date, and industry subdivision tags (enumerated values such as architectural coatings, ink raw materials). Financing amount uses ten thousand RMB as its unit. Disbursement date follows standard date format. Industry subdivision tags are fixed enumerated fields.
Constraints Imposed on Model Access and Configuration
Multiple data sources require configuration of multiple sets of API authentication parameters. This avoids issues where a single authentication rule cannot adapt to interface permissions across different channels. Daily update frequency requires sync cycles to match the data source update rhythm. A cycle that is too long causes data lag. A cycle that is too short triggers interface rate limiting. Fixed enumerated industry subdivision tags require configuration of entity extraction mapping rules. This ensures extraction results match preset enumerated values. Unified financing amount unit requires configuration of numerical normalization parameters. This unifies amount formats from different data sources to ten thousand RMB. Differences in date formats require configuration of multi-format parsing rules. This adapts to date output formats across different data sources.
How to Set Configurations
| Configuration Item | Recommended Value | Rationale |
|---|---|---|
ragRecallTopK | Top 8-12 entries | Core information of each financing daily report is concentrated. Excessive recall introduces irrelevant data, insufficient recall misses key financing updates |
rerankThreshold | 0.75-0.85 | Must distinguish industry matching degree of financing subjects to avoid mixing financing data from other chemical categories into the paint and ink scenario |
datasetSyncInterval | 86400 seconds | Financing daily reports are updated daily. Sync cycle matches update frequency to avoid data lag or repeated pulls |
parseDateFormat | ["YYYY-MM-DD", "MM/DD/YYYY"] | Disbursement date formats vary across data sources. Configure multi-format adaptation rules |
fieldWeightMap | {"融资金额":1.5, "放款日期":1.2, "行业标签":1.0} | Core field weights are higher than general fields to improve recall priority of key information |
apiAuthType | Multi-source authentication | Data comes from multiple channels including industry associations and supply chain platforms. Configure different API keys and authentication methods |
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 targeted analysis. It is recommended to test on independent samples before finalizing settings.
Three Common Misconfigurations
- Symptom: Model call returns
401 Unauthorizederror, interface prompts authentication failure. Cause: API keys for multiple data sources are not configured correctly, or key permissions do not cover the pull scope of paint and ink industry data. - Symptom: AI model dropdown list in the workflow is empty, target model cannot be selected. Cause: Localized model access permission is not enabled in system settings, or model deployment has not completed port mapping.
- Symptom: Recalled financing data includes entries from non-paint and ink categories, with low field matching degree. Cause: Field weights and reranking threshold for industry tags are not configured, leading to excessively high recall priority for irrelevant data.
How to Confirm Successful Configuration
- Enter the dataset management page, view sync logs to confirm daily financing data has been successfully pulled, with no authentication or timeout errors.
- Initiate a RAG retrieval, input "Recent financing updates of paint and ink enterprises", verify that the industry tags in returned results all relate to paint and ink related categories.
- View model call logs to confirm each call returns correct field parsing results, with no format conversion errors.
- Adjust the
ragRecallTopKparameter, compare changes in the number of recall results to confirm the configuration item has taken effect.
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.