What This Category of Data Looks Like
Typical data for this category comes from API management platforms, test environment logs, databases, and message queues. Update frequency is daily or when each version is released. Daily produced documents include API test cases, joint debugging issue tickets, environment descriptions, and test reports. Data fields include API paths, request parameters, response status codes, trace IDs, case IDs, issue descriptions, and more. The data structure primarily uses structured fields, with some log data being unstructured text.
Constraints Imposed on Source Citation and Traceability by These Characteristics
The presence of multiple data sources requires the traceability system to associate structured case data from API management platforms and unstructured log data from test environments simultaneously, to avoid missing traceability information. The high-frequency update feature requires traceability queries to pull the latest joint debugging issue tickets and logs in real time, to ensure the timeliness of defect localization. The mixed characteristics of structured fields and unstructured text require the traceability logic to support both exact matching (such as case IDs, trace IDs) and semantic matching (such as issue descriptions), to adapt to traceability requirements for different scenarios.
How to Configure Settings
| Configuration Item | Recommended Value | Rationale for This Setting |
|---|---|---|
quoteMaxToken | 2000–3000 token | Adapts to the average length of API logs and test cases, to avoid truncating critical trace information |
responseData | Return only associated fields | Reduces redundant data output, focusing on content related to test cases and defects |
detail | Full trace information | Meets the requirement for detailed logs and case association during defect localization |
| Traceability data source scope | API management platforms, test environment logs | Covers the core data sources of this category, ensuring traceability completeness |
| Maximum number of associated results | Top 6 entries | Balances query efficiency and information richness |
Three Common Misconfigurations
- Phenomenon: When calling the API test traceability function, only the original issue text is displayed, with no associated answers for corresponding test cases or logs. Cause: The
quoteMaxTokenconfiguration value is too low, failing to load enough API log and test case data to generate an answer. - Phenomenon: Some joint debugging issue tickets are not included in traceability results. Cause:
responseDatais not configured to return only associated fields, causing redundant data filtering to fail, with some non-associated content interfering with matching logic. - Phenomenon: Traceability results cannot match corresponding API cases. Cause: The
detailfull trace information configuration is not enabled, causing key matching fields such as trace IDs and case IDs to be lost.
How to Verify Successful Configuration
- Upload a test case document containing API paths and request parameters, trigger a traceability query, and check whether corresponding joint debugging issue tickets and test logs are associated.
- Set
quoteMaxTokento 2500 tokens, query long API logs, and check whether trace information is returned completely without content truncation. - Enable the
responseDatasetting to return only associated fields, check that output content only includes necessary information such as case IDs, trace IDs, and issue descriptions, with no redundant content. - Confirm that the currently running FastGPT version is v4.17.0 to ensure functional compatibility of configuration items.
The values provided here are common starting points and should be evaluated 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.