What this category of data looks like
Penalty case data primarily comes from internal penalty records in enterprise internal compliance management systems, and industry penalty announcements publicly released by regulatory authorities. Data updates follow the release schedule of regulatory announcements, while internal records are synchronized on the day a penalty takes effect. A single document includes fields such as penalty document number, penalty subject, violation description, applicable compliance system clauses, penalty measures, and execution date. Penalty amounts are denominated in RMB yuan. The character count of violation descriptions varies widely. It is recommended to determine based on sample statistics or actual testing.
Constraints imposed on HTTP interfaces and external systems
The multi-source data attribute of penalty cases requires HTTP interfaces to connect to both internal compliance systems and publicly available regulatory data sources. Corresponding authentication parameters for pulling or receiving dual-source data must be configured. The real-time update feature requires interfaces to support low-latency incremental pulling, to avoid excessive bandwidth usage from full synchronization. The fixed field structure requires interface return parameters to strictly align with preset fields such as penalty document number and penalty amount. This prevents errors in subsequent RAG retrieval or compliance verification caused by missing fields. The uniform unit requirement for penalty amounts mandates clear marking of the RMB yuan unit during data transmission, to avoid cross-system unit conversion errors.
How to configure the settings
| Configuration Item | Recommended Setting | Rationale |
|---|---|---|
HTTP_REQUEST_TIMEOUT | 300 seconds | Penalty case documents have relatively long lengths, and sufficient time must be reserved for complete pulling of violation description paragraphs |
RETRIES_ON_FAIL | 2 retries | External data sources may experience occasional fluctuations; retries can reduce pull failure rates |
QPS_LIMIT | 50 requests per minute | Matches the interface call frequency limit of publicly available regulatory data sources, to avoid triggering rate limiting |
FIELD_VALIDATION_SWITCH | Enabled | Enforces validation of required fields such as penalty document number and penalty amount, to filter invalid data |
RESPONSE_FIELD_WHITELIST | penalty document number, penalty subject, violation description, penalty measures, execution date | Only returns fields required for compliance Q&A, to reduce data transmission volume |
FETCH_MODE_ENABLE | Enabled | Supports standard fetch request syntax, to adapt to calls for multiple types of external interfaces |
The parameter values provided on this page are all common 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. Testing should be conducted on local samples before finalizing settings.
Three common misconfigurations
- A syntax error is returned when configuring a fetch request in the HTTP module. Cause: The fetch request header or parameter format is not correctly configured, which does not comply with the JavaScript execution specifications of the FastGPT HTTP module.
- The penalty amount field returned after an interface call is empty. Cause: The field validation switch is not enabled, and data source return results with missing required fields are not filtered.
- Frequent 429 status code errors are triggered during interface calls. Cause: A reasonable QPS limit is not set, exceeding the call frequency threshold of the external data source.
How to confirm successful configuration
- Initiate an interface pull request for a single penalty case, and verify that the returned fields include the preset required items.
- Simulate a batch pull request, and check whether the number of returned results matches the configured batch parameters.
- View interface call logs, confirm that QPS does not exceed the preset limit, and that there are no frequent rate limiting errors.
- Test the field validation switch, submit test data missing the penalty document number, and confirm that the interface returns a validation failure prompt.
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.