What Data for This Category Looks Like
Data for this category comes from four core sources: special equipment safety supervision systems, inspection and testing institution systems, user unit ledgers, and operator certificate databases. Daily documents include special equipment use registration certificates, periodic inspection reports, maintenance records, hidden danger rectification notices, accident reports, and operator certificates. Data is updated monthly. Fields cover core supervision information such as equipment number, inspection validity period, maintenance unit, and operator qualification number. This data must be combined with party building learning content to form integrated Q&A materials. These materials meet the learning and practical operation needs of supervision personnel and front-line operators.
Constraints Imposed on Citation Sources and Traceability
Monthly updated data requires the traceability link to sync with the latest system ledgers. This prevents use of expired inspection reports or invalid operator qualifications, avoiding risks such as equipment shutdown or administrative penalties caused by invalid data. The mixed retrieval scenario for multiple document types requires traceability to clearly mark document types. This allows learners to quickly distinguish between party building learning content and special equipment supervision practical operation documents. The document structure covering the full equipment life cycle requires traceability to link core identification fields such as equipment number and inspection cycle. This ensures learners can quickly verify full life cycle information for the equipment. Differences in data formats across source systems require the traceability link to unify field names. This prevents field inconsistencies caused by different sources, ensuring accuracy during information verification.
Configuration Specifications
Reference only; verify against the target FastGPT release and deployment documentation.
| Configuration Item | Recommended Setting | Rationale |
|---|---|---|
| Single search limit | Top 3-5 entries | The number of special equipment supervision documents is moderate. Excessive citations will disrupt the reading experience of party building learning Q&A. A reasonable number ensures complete display of core information |
quoteMaxToken | 1500-2000 token | This setting must cover the full content of a single core supervision document, while avoiding exceeding the total context limit of Q&A, and supports integrated display of party building learning and supervision data |
| Reranking | Enabled, sorted by relevance | Special equipment supervision data must prioritize matching core fields such as equipment number and inspection cycle. This ensures traceability results are closely linked to the query, improving learning efficiency |
responseData | Return source document fields and source path | Learners need to view specific source systems and core fields of documents, meeting information verification requirements for special equipment supervision scenarios |
| Maximum context | 8000-10000 characters | This setting must accommodate party building learning content and traceability information from multiple supervision documents, avoiding truncation of key supervision and learning materials |
detail | Enable detailed traceability | Special equipment supervision scenarios require clear marking of document type, update time and other information, allowing learners to verify the validity of cited content |
Three Common Misconfigurations
- Symptom: Red error messages appear in Q&A results, and citation sources cannot be displayed normally. Cause: The
responseDataparameter is not configured correctly, preventing the system from reading valid paths and core fields of source documents. - Symptom: Only the first generated query includes knowledge base citations, and subsequent multi-turn Q&A has no citation results. Cause: Traceability configuration associated with context is not enabled, preventing subsequent queries from reusing linked special equipment supervision data and party building learning materials.
- Symptom: Excessive cited content obscures core Q&A learning content. Cause: The
quoteMaxTokenparameter is not set to a reasonable value, causing returned traceability content to exceed the acceptable range for the scenario.
How to Verify Successful Configuration
- Initiate a party building learning Q&A that includes a specific special equipment number. Check if the returned results mark the source system and type of the corresponding document.
- Test a multi-turn Q&A scenario. Confirm that subsequent queries correctly link previously mentioned special equipment information and display corresponding traceability content.
- Adjust the
quoteMaxTokenparameter. Test citation content length across different values to confirm alignment with the scenario's reading requirements. - Review system logs. Confirm there are no failed source document read records, ensuring the traceability link normally calls data sources such as the special equipment safety supervision system.
The values provided are common starting points and should be evaluated against the user'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.