What the data for this category looks like
Data sources for aquaculture financing daily reports include credit filing data for aquaculture entities from local agricultural financial institutions, loan transaction records from agricultural financing guarantee platforms, and village-level financing filing ledgers from concentrated aquaculture production areas. Full synchronization of the previous day’s data completes every early morning. Each data entry contains seven core fields: entity registration location, aquaculture category, financing application amount, actual loan amount, financing purpose, loan institution, and filing date. Amount units use ten thousand yuan, and financing term units use natural days.
Constraints on citation traceability from these characteristics
The multi-source and decentralized nature of aquaculture financing daily report data requires binding a unique filing number as a global identifier for each financing record during the traceability link. This prevents multiple citations of the same financing from duplicate data across different sources. The daily update rhythm requires aligning the expiration time of traceability caches with the data synchronization cycle. This stops outdated previous day’s financing records from being recalled. Differences in core field units require establishing unified unit conversion rules during field mapping configuration. This avoids unit confusion in citation results. The diversity of aquaculture categories requires retaining the category field as part of the citation identifier during traceability. This ensures recalled financing records match the target aquaculture category.
Configuration Settings
| Configuration Item | Recommended Value | Rationale |
|---|---|---|
maxRetrieval | 8–12 entries | Individual aquaculture financing daily report data has a short length. This range covers the day’s core financing records while avoiding context overload |
similarityThreshold | 0.72–0.85 | The core matching points for financing records are entity name and filing date. This range filters out irrelevant non-aquaculture financing records |
maxContextTokens | 4000–6000 characters | Adapts to the total character volume of single data entries and recalled records, reserving sufficient space for system prompts and response logic |
maxReferenceCount | 6–10 entries | Matches the number of recalled entries, controls the quantity of displayed citations to avoid excessive citation items in responses |
retrievalUpdateInterval | 23 hours | Aligns with the daily update synchronization cycle of financing reports, ensuring recalled data is the latest daily record |
referenceFieldMapping | Deduplicate by filing number | Solves duplicate citation issues from multi-source data, ensuring each financing record is cited only once |
The parameter values provided on this page are common recommended 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 your own samples before finalizing settings.
Three Common Configuration Mistakes
- Phenomenon: Escaped
\nline break characters appear as-is in interface return content without rendering. Cause: The line break parsing switch is not enabled in citation display configuration, causing the system to output escape characters unchanged. - Phenomenon: Non-aquaculture financing entries are included in recalled financing records. Cause: The similarity threshold is set too low, leading to an overly broad semantic matching range that fails to filter records from irrelevant categories.
- Phenomenon: Multiple duplicate entries of the same financing record appear in citation displays. Cause: No field mapping rule for deduplication by filing number is configured, leading to separate recall of duplicate data from multi-source synchronization.
How to Confirm Correct Configuration
- Manually upload a test aquaculture financing daily report data set, initiate relevant queries, and check whether returned results include core cited fields such as filing number and aquaculture category.
- View knowledge base synchronization logs to confirm that daily early morning incremental synchronization tasks execute normally without failure or error reports.
- Adjust the similarity threshold and number of recalled entries, compare recalled result counts across different configurations, and confirm the matching range meets business requirements.
- Call the interface to test citation display formatting, confirm that escape characters are correctly parsed into line breaks.
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.