This page configuration is based on FastGPT v4.17.0.
What This Category’s Data Looks Like
The core data for this category comes from engineering documents of automotive, aerospace, and mechanical assembly enterprise tooling departments, as well as dedicated tooling suppliers. This includes tooling requirement documents, positioning datum schemes, fixture drawings, gauge operation manuals, acceptance reports, calibration records, and change histories. Data sources cover product digital models and GD&T, process routes, coordinate measuring machine data, on-site trial feedback, and metrology systems. Fields include positioning datum parameters, interference check records, calibration validity periods, and project-related identification numbers. Data updates are performed per individual project, product change nodes, and regular calibration cycles. Most single document content consists of structured engineering parameters and semi-structured operation instructions.
Constraints on Citation Sources and Traceability
The multi-source and strongly correlated nature of this category’s data requires citation traceability to accurately match document versions and project numbers, to avoid cross-project citation errors. Document types include engineering drawings, calibration records, and more, and must be linked to specific part numbers and process steps. This ensures traceability results can be traced back to actual production links. The high-frequency update rhythm requires the traceability system to automatically recognize document version changes, preventing use of expired calibration records or pre-change fixture schemes. Errors here directly relate to batch machining dimensional deviations or gauge misjudgments, so traceability results must be linked to specific execution links and responsible person records.
Configuration Settings
| Configuration Item | Recommended Approach | Rationale for This Setting |
|---|---|---|
quoteMaxToken | 800–1200 token | Matches the single-paragraph content length of single engineering documents in this category, avoiding truncation of citation tags |
responseData | Enabled | Requires returning complete citation source data to support traceability to specific document entries |
detail | Enabled | Requires displaying the cited document’s type, version number, and associated project information |
| Single recall limit | Top 6 entries | Adapts to the conventional number of tooling documents under a single project, avoiding redundant citations |
| Version check switch | Calibrated based on actual testing | Adapts to the project-based document update rhythm, ensuring the latest version is cited |
| No-match content citation switch | Disabled | Prevents generating irrelevant citations when the knowledge base has no matching business content |
Three Common Configuration Mistakes
- Phenomenon: Garbled citation numbers appear at the end of dialogue outputs, followed by normal quotation marks. Cause: The
quoteMaxTokenconfiguration value is too small, truncating the closing character of the citation tag and causing format confusion. - Phenomenon: When the knowledge base retrieves no matching business content, citation entries for old documents are still returned. Cause: The default citation generation switch for no-match scenarios is not disabled, or the single recall limit is set too high, accidentally recalling irrelevant documents.
- Phenomenon: The dialogue interface does not return the cite citation ID field. Cause: The
responseDataconfiguration item is not enabled, or the interface switch for returning citation data is not activated, resulting in the interface not carrying citation data.
How to Verify Proper Configuration
- Initiate test questions related to tooling positioning datum conversion and interference check, and verify whether the output includes clear citation source annotations.
- View the
detailfield returned by the interface to confirm it contains information such as the cited document’s type, version number, and associated project number. - Construct test questions with no matching business content, and confirm no irrelevant citation entries are returned.
- Check system logs to confirm no citation tag truncation errors occur, verifying that the
quoteMaxTokenconfiguration meets document length requirements.
The values provided here are common starting points and should be evaluated against the reader's own samples.