What the data for this category looks like
Welded structural component manufacturing inspection and process record data originates from design drawings, material quality certificates, welding equipment parameters, filler metal inventory, non-destructive testing systems, and personnel qualification ledgers. Data updates are conducted per weld seam, per production batch, or per work shift. Core documents include welding procedure qualifications, welding procedure specifications, filler metal consumption records, welder qualification records, weld inspection reports, and repair work orders. Each document contains dedicated fields such as weld number, filler metal batch number, welder certification number, non-destructive testing results, repair count, and more. A single document is linked to multiple weld seams or single batch production data.
What constraints these characteristics impose on the citation sourcing and traceability workflow
A single weld seam is linked to multiple documents stored across different systems. This requires traceability systems to accurately match linked fields to avoid overly broad recall ranges. The high-frequency update cadence requires traceability systems to support real-time or near-real-time data synchronization, to ensure cited documents use the latest versions. Rigidly required qualification and process fields mean traceability results must strictly match welder qualifications and process qualification compliance, with no mismatches allowed. Dispersed storage of multi-source data requires traceability systems to retrieve corresponding data sources across systems, to ensure complete traceability links.
How to set up configurations
This page is adapted for FastGPT v4.17.0.
| Configuration Item | Recommended Setting | Rationale |
|---|---|---|
quoteMaxToken | 1200–1800 token | Matches the average token length of a single core welding document, to ensure cited content is complete and not truncated |
responseData | Enabled | Used to return complete metadata for traceability documents, including document source, update time, and linked weld number |
detail | Enabled | Used to extract fields such as weld number and filler metal batch number linked to documents, to accurately limit recall scope |
| Single search limit | Top 8 entries | Documents linked to a single weld seam typically do not exceed 8, to avoid redundant recall results |
| Maximum context length | 4000–6000 characters | Integrates the total length of all documents linked to a single weld seam, to ensure coherent context logic |
Three common misconfigurations
- Phenomenon: Traceability results recall documents not linked to the target weld seam. Cause: The
detailparameter is not enabled, and the linked weld number field is not limited, resulting in recall ranges covering all documents under the entire category. - Phenomenon: Traceability cannot be triggered normally when uploading files in the workflow. Cause: File paths in the form of uploaded links are not configured as required; referencing local variables will prevent traceability from triggering normally.
- Phenomenon: Traceability document fields returned are empty. Cause: The
responseDataparameter is not enabled, and metadata extraction rules are not configured, resulting in failure to obtain linked fields of documents.
How to confirm proper configuration
- Import a single weld inspection report and its corresponding filler metal consumption record, perform a traceability query, and check that the recall results only include documents linked to that weld seam.
- Check that the returned results include the
responseDatafield, confirming that metadata such as document source, update time, and linked weld number is included. - Adjust the
quoteMaxTokenparameter configuration, and check that the cited content of a single document is complete with no truncation. - Test traceability for a weld seam linked to multiple documents, and confirm that all recalled documents belong to all linked records for that weld seam.
The values given are common starting points and should be measured against the reader's own samples.