What the data for this category looks like
Data for this category comes from safety production supervision systems, enterprise self-inspection systems for hazards, law enforcement inspection records, and accident statistics systems. The update frequency is daily. Commonly generated documents include hazard inspection lists, hazard governance ledgers, rectification notices, review records, and major hazard suspension and supervision orders. Data fields include unique hazard identifiers, inspection subjects, rectification responsible persons, rectification completion status, review conclusions, and more. There is no fixed unified unit; values adjust based on document type.
What constraints these characteristics impose on the multi-turn dialogue and prompt engineering link
Multi-source heterogeneous data sources require multi-turn dialogue to first complete data format alignment, to avoid generation deviations caused by conflicts between fields from different systems. Daily updated data sources require the dialogue flow to support real-time retrieval of the latest inspection and rectification records, to ensure generated documents use currently valid data. Diverse document types require prompts to be adaptively tailored to the format specifications of different documents, to avoid generated content that does not meet format requirements for ledgers, notices, and similar materials. The core closed-loop management business requires multi-turn dialogue to track the full process status of hazards from inspection to cancellation, to ensure logical consistency of generated materials.
Reference only; verify against the target FastGPT release and deployment documentation.
How to set the configurations
| Configuration Item | Recommended Setting | Rationale |
|---|---|---|
| Maximum Context | Previous 10 turns of dialogue + 3000 characters of history | Adapt to the dialogue flow of multi-turn inspection and rectification, avoid context overflow |
| Single Search Limit | Top 8 recalled results | Match the common number of entries in hazard inspection lists, cover conventional inspection scenarios |
| Dialogue Timeout | 600 seconds | Match reasonable response time requirements for emergency management scenarios |
| Variable Binding | Bind hazard ID and rectification responsible person fields | Ensure generated documents automatically populate business data, reduce manual entry |
| Question Optimization | Enabled, calibrated based on actual testing | Assist in aligning hazard field descriptions across different systems, reduce retrieval bias |
Three common mistakes
- The dialogue flow returns a 422 status code. The cause is that business fields are not correctly bound, resulting in the
variablesparameter in the request not carrying required information such as hazard ID and rectification deadline. - Historical records disappear after the dialogue window is refreshed, but complete records can still be queried in the backend management interface. The cause is that persistent storage configuration for
chatIdis not enabled, and the session ID is not bound to the user terminal. - Generated documents do not match the specified document format. The cause is that the prompt does not clearly specify the structural requirements of the corresponding document, and does not associate hazard inspection template data from the knowledge base.
How to confirm the configuration is complete
- Initiate a test for generating a hazard inspection list, check whether the generated content includes the latest hazard entries in the current system.
- View historical records after restarting the dialogue, confirm that session data is not lost.
- Trigger the dialogue flow, check whether the returned response includes the complete
messagesdialogue context parameter. - Verify that the generated rectification notice populates business fields according to preset rules.
The values provided are common starting points and should be measured against the reader's own samples.
Question material comes from public community discussions. Configuration values are common starting points and should be measured against your own samples. Verified on 2026-09-28.