What data looks like for this category
The data for this category typically comes from object storage, data warehouses, annotation platforms, and customer acceptance feedback. Daily maintained documents include dataset descriptions, version records, delivery lists, and acceptance reports. Data is updated per delivery batch or version. Data fields include version number, sample unique identifier, delivery package capacity, acceptance status, delivery time, and more. Data formats vary across sources; some sample metadata exported from annotation platforms requires additional mapping to standard delivery fields.
What constraints do these characteristics impose on the citation sources and traceability workflow
Dispersed data sources require covering multiple storage paths during retrieval, increasing matching complexity for traceability. The update rhythm per delivery batch or version requires traceability to be bound to the corresponding version number to avoid mixing data across versions. Structural differences across multiple document types require matching corresponding fields during retrieval; for example, customer feedback extracted from acceptance reports must be associated with the corresponding delivery package. Differences in data formats across sources require the traceability system to support metadata mapping to ensure consistency of citation sources.
This configuration is based on the system logic of FastGPT v4.17.0.
How to configure settings
| Configuration Item | Recommended Approach | Rationale |
|---|---|---|
| Citation Limit | Top 5-8 entries | Matches the number of core documents per delivery batch, avoids redundant citations |
quoteMaxToken | 8000-12000 token | Adapts to the total document size of a single delivery batch, prevents truncation of critical traceability information |
| Return Data Details | Enabled | Fully returns traceability fields such as version number and delivery package path, meets traceability requirements for code reviews |
responseData | Includes metadata fields | Extracts core traceability information such as version number and sample unique identifier, ensures citations are traceable |
| Traceability Matching Threshold | Calibrated via actual testing | Adapts to differences in data formats across sources, avoids false matches or missed matches |
detail | Enable detailed traceability mode | Displays specific cited document fragments and source paths, complies with code review compliance requirements |
Three Common Misconfigurations
- Symptom: Retrieval results fail to match documents from the specified delivery package, and citation sources are empty. Cause: Version number is not bound as a matching field, leading to confusion across delivery batches.
- Symptom: Some uploaded delivery packages show training errors, and traceability links cannot be generated. Cause: Metadata fields exported from annotation platforms are not mapped correctly, preventing the system from identifying valid traceability information.
- Symptom: Returned citation content is truncated, and complete delivery package traceability information cannot be viewed. Cause: The
quoteMaxTokensetting value is lower than the total document token count of a single delivery batch, failing to adapt to actual delivery package size.
How to Verify Proper Configuration
- Upload a single delivery batch, trigger the code review assistance function, and check if the returned results include traceability fields such as version number and delivery package path.
- Adjust the citation limit configuration, upload multiple delivery batches, and verify that retrieval results only match version data associated with the current review.
- Upload a metadata file exported from an annotation platform, and check that the system correctly maps to standard traceability fields without missing information.
- Test different values for
quoteMaxToken, and verify that returned citation content is complete, with no critical fragments truncated.
The values provided are common starting points and should be measured against the reader'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 2026-10-19.