What the Data for This Category Looks Like
The main entities in this category are suppliers of automotive braking, steering, chassis, interior and exterior trim, and powertrain system parts. Daily generated documents include control plans, process flowcharts, work instructions, first-piece and patrol inspection records, SPC reports, PPAP materials, and 8D reports. Data sources cover customer drawings and special characteristic lists, ERP/MES systems, measuring tool data, equipment process parameters, and supplier quality certificates. Data is collected continuously at production batch and shift frequencies. Most document structures include fields such as process parameters, quality thresholds, and exception judgment standards.
What Constraints Do These Characteristics Impose on Source Citation and Traceability
Data sources for this category are scattered and updated frequently. The citation and traceability link must accurately associate original documents corresponding to production batches to avoid mixing data across batches. Restricted by the quality systems of vehicle customers, traceability results must clearly correspond to requirements in the customer’s special characteristic list, and cannot rely solely on general field matching. At the same time, exception report drafting must be associated with real-time collected data such as equipment process parameters and measuring tool records. The traceability chain must cover the entire process from original collection to document generation, ensuring that the basis for exception judgment is traceable.
How to Configure
The following configurations are based on FastGPT v4.17.0.
| Configuration Item | Recommended Approach | Rationale |
|---|---|---|
quoteMaxToken | 1000–1500 token | Adapts to the document length of a single exception record or process parameter for automotive parts, avoiding context overflow |
responseData | Enabled | Requires returning original data markers for citation sources to meet traceability requirements |
detail | Full | Displays full fields of the original document, including core content such as customer special characteristics and equipment parameters |
| Original file association settings | Retain original file copies before import | Supports direct viewing of original document details before importing into the knowledge base |
| Batch association matching | Filter by production batch | Matches the feature of batch-updated data for this category, avoiding mixing data across batches |
| Context cache duration | 3600–7200 seconds | Adapts to the data cache requirement of shift-based updates, ensuring the timeliness of cited data |
Three Common Configuration Mistakes
- Unable to view the original file details corresponding to the citation snippet after triggering a document generation request. Only snippet summaries are displayed in the interface. The cause is that the original file association storage setting is not enabled, and the original document copy before importing into the knowledge base is not retained.
- A string of red numeric errors is returned when calling the workflow. The cause is that the value of
quoteMaxTokenexceeds the upper limit allowed by the system, or the batch filtering rule does not match the data update rhythm, resulting in abnormal context length. - Unable to confirm the knowledge base source of the output content. No document identifier is attached to the response result. The cause is that the
detailconfiguration item is not enabled, and no key identifier field of the source document is embedded in the response.
How to Verify Successful Configuration
- Trigger a process document drafting or exception report generation request. Check whether the response result includes the document identifier field of the citation source.
- Click the citation link in the response. Confirm that you can jump to view the original document content before importing into the knowledge base.
- Adjust the value of
quoteMaxToken. Verify whether the context length conforms to the configured range. - Simulate an exception scenario to generate a report. Confirm that the traceability result is associated with the original data of the corresponding production batch.
The values provided are common starting points and should be measured against the reader's own samples.