What the Data for This Category Looks Like
Urban public transport party building learning data mainly comes from the internal enterprise party building management system, standardized learning documents issued by superior party organizations, and learning record ledgers from each fleet party branch. The update rhythm follows a weekly sync of the latest study notices, and a monthly update of branch activity records and learning assessment archives. Most documents use Markdown or plain text format, and include title, publisher, publication date, and main body content. The length of individual documents varies widely. There is no unified fixed format, but all documents carry clear party building theme identifiers.
Constraints Imposed by These Characteristics on Citation Sources and Traceability
Multi-source and heterogeneous data requires the citation traceability process to first match the party building theme identifier and publisher field of the document. This ensures the associated source is the corresponding batch of learning materials. Layered update frequencies require verifying the document’s publication date during traceability, to avoid returning expired branch activity records or outdated study notices. Wide variation in individual document length directly affects the token usage of cited passages. The recall range during traceability must be dynamically adjusted based on the source document length. The structured document field system allows the traceability process to directly extract the publishing unit and publication time as supplementary traceability information. This improves the readability and credibility of traceability results.
Configuration Settings
| Configuration Item | Recommended Setting | Rationale |
|---|---|---|
quoteMaxToken | 800–1200 token | Adapts to the single-document length range of urban public transport party building documents, avoids cited passages exceeding model context limits, and aligns with FastGPT v4.17.0 parameter logic |
| Return citation data switch | Enabled | Ensures output results include complete source document metadata |
detail | Enabled on demand | Used to display the complete main body content of cited passages to meet traceability viewing requirements |
responseData | Enabled | Forcibly returns the original data of associated knowledge base documents |
| Citation recall count | Top 3 entries | Matches the number of single-theme associated documents for public transport party building learning materials, avoids redundant information |
| Traceability timeout threshold | 600 seconds | Adapts to the loading speed of public transport party building documents, avoids timeouts during long document processing |
Three Common Misconfigurations
- Phenomenon: The returned answer is unrelated to the cited knowledge base content, and the citation link points to an irrelevant document. Cause:
quoteMaxTokenis not configured, causing recalled cited passages to not match the question, or the topic matching verification logic is not enabled. - Phenomenon: After configuring the visibility switch, cited content is not displayed normally in some scenarios. Cause: The trigger condition for the
responseDataparameter is not correctly associated, and the citation data return switch is only enabled in partial scenarios. - Phenomenon: System logs show citation traceability timed out. Cause: The
quoteMaxTokenvalue is not adjusted based on the length of party building documents, or the traceability timeout threshold is set too low, causing the model to time out when processing long documents.
How to Verify Successful Configuration
- Submit a party building-related query, check whether the returned results include clear source document titles and publication information, and verify that the source matches the party building materials in the knowledge base.
- View system logs, confirm that citation traceability-related configuration parameters are called during the question processing process, with no missing or abnormal error reports.
- Switch between different visibility configurations, verify whether the display status of cited content meets expectations, and confirm that the switch configuration takes effect.
- Test the citation scenario of long documents, confirm that the length of the returned cited passages falls within the range specified by the configured
quoteMaxTokenvalue.
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 2026-09-28.