What data looks like for this category
Core data for this category comes from ticketing systems, chat logs, product logs, and customer contract SLAs. Update frequency is daily or real-time. Daily documents include four types: customer tickets, issue triaging tables, processing records, and service reports. Fields cover ticket unique identifiers, customer associated information, problem description text, triaging tags, processor identifiers, SLA constraint fields, and more. Single ticket content length varies widely, from tens to thousands of characters. Data formats from different sources differ. Cross-source association must be completed via unified identifiers.
Constraints imposed on citation sources and traceability workflows
Multi-source heterogeneous data sources require citation traceability to support cross-system unique identifier association. This ensures tickets and chat records from different channels can be accurately bound. The wide range of content lengths requires traceability links to adapt to text matching rules of varying lengths. This prevents omission of core problem descriptions or processing details. The real-time or daily update rhythm requires traceability mechanisms to support incremental synchronization. This ensures cited content stays synced with the latest ticket status. The core requirement for this category is rapid identification of problem root causes. Traceability links must directly associate core fields such as original ticket IDs and processing records. This avoids invalid information interfering with troubleshooting workflows.
How to configure settings
| Configuration Item | Recommended Setting | Rationale |
|---|---|---|
quoteMaxToken | 800–1200 token | Adapts to the wide range of ticket content lengths, prevents truncation of core cited text |
responseData | Includes ticket ID, triaging tag, processing record identifier | Matches the traceability requirement to associate core business fields for this category |
detail | Enabled | Fully displays original content of citation sources and processing nodes, supports problem reproduction |
| Single recall limit | Top 5 entries | Controls returned redundant information, focuses on most relevant tickets and processing records |
| Maximum context window | 600 seconds | Adapts to real-time updated ticket data, ensures latest processing status is retrieved during traceability |
Three common configuration mistakes
- Phenomenon: When calling the FastGPT chat interface, returned results do not include cited ticketing system identifiers or processing record IDs. Cause: The
responseDataparameter is not correctly configured, and required business association fields are not specified. - Phenomenon: Citation sources only display general document entries, and do not associate original ticket triaging information and processing records. Cause: The
detailconfiguration item is not enabled, or correct business field mapping rules are not set. - Phenomenon: Real-time updated ticket data is not included in the citation traceability scope, leading to inconsistencies between cited content and current ticket status. Cause: The daily or real-time update rhythm is not adapted, and incremental synchronization traceability logic is not configured.
How to verify correct configuration
- Confirm the FastGPT version is v4.17.0 to ensure configuration items take effect properly.
- Send a test request simulating a customer ticket. Check if the citation module in the returned results includes preset core fields such as ticket ID and triaging tags.
- Review the configured value for
quoteMaxToken. Confirm it covers the length range of common ticket content, to avoid text truncation. - Submit test data for tickets with different update times. Verify that traceability results match the latest processing records.
The values provided are common starting points, and should be evaluated against samples specific to the actual use case.
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.