Reference only; verify against the target FastGPT release and deployment documentation.
What this category's data looks like
Data sources for basic telecommunications operations party building learning Q&A include learning materials exported from internal party affairs management systems, party building documents issued by superior party committees, and industry party building training courseware. The update cadence is synchronizing the latest policy documents quarterly, and updating temporary party affairs activity notices on an ongoing basis. Documents are mostly structured text with metadata, containing four core fields: publishing entity, publishing time, party organization level it belongs to, and main body content. The character count of each single document ranges from hundreds to thousands of characters. All fields use standardized formats with no complex nested structures.
What constraints do these characteristics impose on the "citation sources and traceability" link?
Structured metadata fields require the traceability process to bind metadata such as publishing entity and publishing time. Without this binding, compliant party affairs document traceability cannot be completed. The quarterly update cadence requires the configuration to support incrementally updated citation checks. This prevents repeated citations of expired documents. The hierarchical classification field of documents requires associating party organization level tags during citation. This ensures that response content matches the party building learning requirements of the corresponding level. The plain text main body format requires cited fragments to retain the original sentence breaking logic. This avoids losing the complete meaning of party affairs terms after splitting.
How to configure the settings
| Configuration Item | Recommended Approach | Basis for This Approach |
|---|---|---|
quoteMaxToken | 800–1200 token | Matches the average length of single-paragraph main text from basic telecommunications operations party building documents, and avoids truncating core party affairs terms |
responseData | Structured output including metadata | Retains traceability fields such as publishing entity and publishing time, which complies with transparency requirements for party affairs |
detail | Enabled | Allows displaying complete metadata for cited fragments, which facilitates learning personnel to verify sources |
| Single recall limit | Top 5 entries | Matches the common citation range for party building learning materials, and avoids excessive irrelevant content interfering with learning |
| Incremental sync threshold | Calibrated based on actual testing | Adapts to the quarterly update cadence of party building documents, and ensures that the latest documents are cited normally |
Three common configuration mistakes
- Phenomenon: Returned results after configuring citations do not display source fields. Cause: The metadata binding switch for
responseDatawas not enabled, so response data does not carry traceability information such as publishing entity and publishing time. - Phenomenon: References cannot be associated after passing the API call workflow to the knowledge base. Cause: The knowledge base ID was not bound to the party building learning Q&A workflow node, so calls cannot locate the corresponding category of party affairs document library.
- Phenomenon: Citation results do not match professional knowledge base content. Cause: The value range of
quoteMaxTokenwas not adjusted, so core party affairs content is truncated and cannot match knowledge base fragments.
How to confirm the configuration is complete
- Submit a test question related to party building, and check if the publishing entity and publishing time of the source document are displayed at the bottom of the returned results.
- Check the configuration items of the workflow node, and confirm that the knowledge base ID has been correctly filled in the corresponding parameter field.
- View the
detailparameter return value in the logs, and confirm that complete metadata for cited fragments is included. - Test the API call, and confirm that the response data includes structured source traceability fields.
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 2026-09-28.