What this category’s data looks like
Core data for this category comes from design drawings, material quality certificates, welding equipment parameter databases, filler metal management systems, non-destructive testing results, and personnel qualification ledgers. Daily generated documents include welding procedure qualification reports, welding process specifications, filler metal issue records, welder qualification files, weld inspection reports, and repair orders. Data is updated per individual weld seam, per batch, or per shift. Individual data entries include fields such as base material grade, filler metal model, welding parameters, welder qualification number, and test results. No additional statistical figures are included.
Constraints on citation sources and traceability links
The high update frequency of data tied to individual weld seams or batches requires citation traceability to accurately match the latest process parameters and qualification records. Dispersed multi-source data sources mean the traceability link must correlate corresponding relationships between design drawings, filler metal library records, and testing reports. Rigid constraints on individual data entries (such as welder qualifications and procedure qualifications) require traceability results to be directly linked to compliance basis, avoiding vague citations. Errors may lead to structural failure or special equipment acceptance issues, so traceability must retain complete citation trails to facilitate subsequent verification.
How to configure settings
This configuration is based on the logic of FastGPT v4.17.0.
| Configuration Item | Recommended Setting | Rationale |
|---|---|---|
quoteMaxToken | 1500–2000 token | Matches the typical length of a single welding process specification, ensuring complete citation of core compliance content |
responseData | Enable source field return | Requires outputs to carry unique identifiers and storage paths of cited documents to facilitate traceability verification |
detail | Enable detailed traceability mode | Displays original fragments of cited content and the generation time of corresponding documents, adapting to high-frequency updated data verification requirements |
| Single search limit | Top 8 recall results | Covers multiple associated documents involved in a single batch welding process, avoiding missing key basis |
| Context cache duration | 3600 seconds | Adapts to the data update rhythm per shift, ensuring recalled data is the latest from the current shift |
Three common configuration errors
- Cited documents in responses are not the top-ranked content in the knowledge base. This occurs because multi-source data association recall rules are not configured, and only single similarity sorting is used. This fails to align with cross-system associated data priority requirements in welded structural component manufacturing.
- The cited source field in the output is empty. This occurs because the
responseDataconfiguration item is not enabled, causing the system to not return metadata information for cited documents. - The number of recalled cited documents exceeds the processing scope of business verification. This occurs because the single search limit is set too high, and parameters are not adjusted based on the actual number of associated documents per batch for this category.
How to confirm configuration is complete
- Initiate a query that includes a specific weld seam number, and check whether the output carries the identifiers and generation times of cited documents.
- Adjust the value of
quoteMaxToken, observe changes in the length of cited fragments in the output, and confirm that the configuration takes effect. - Simulate multiple high-frequency updated data queries to verify whether the context cache duration setting matches the data update rhythm.
- Check the number of cited lists in the output to confirm that it matches the set single search limit.
The values provided are common starting points and should be validated against on-site samples.