What this category of data looks like
Core data for this category comes from the content moderation backend, user reporting channels, public regulatory policy documents, and internal moderation sample libraries. Daily produced documents include moderation rules, disposal guidelines, appeal records, and quality inspection reports. Fields include rule numbers, trigger thresholds, sample annotation results, appeal review opinions, and more. Data updates occur daily or in real time as policies change. Individual document sizes range from 5kb to 50kb, and are archived in batches by moderation batches and policy milestones.
What constraints do these characteristics impose on the "citation sources and traceability" link?
Moderation rules and disposal guidelines update frequently alongside policy changes. Traceability data must be tied to version identifiers to avoid compliance risks from referencing expired rules. Sample libraries and reporting data from multiple sources must clearly mark their source channels to support evidence traceability and responsibility determination during appeal reviews. Batched archived quality inspection reports and appeal records require unique associated IDs to enable quick location of corresponding moderation links during citation. The volume of rule updates processed in a single operation is large, so the number of documents returned in a single traceability query must be limited to prevent context overload that reduces moderation efficiency. Unlike community report processing scenarios, this category must strictly link moderation rule versions and sources to ensure every citation can be traced back to original policies or backend data.
How to configure settings
| Configuration Item | Recommended Setting | Rationale |
|---|---|---|
quoteMaxToken | 800–1200 token | Matches the typical size of individual moderation rule documents, avoids context overflow that disrupts compliance reviews |
responseData | Return only source, version number, and ID fields | Streamlines returned content to focus on core traceability information required for compliance reviews |
detail | Enabled | Retains detailed content of sample annotations and appeal records to support rule interpretation and appeal reviews |
| Single search limit | Top 3 entries | Matches typical requirements for single-round moderation rule reviews, reduces redundant information interference |
| Maximum context | 6000 characters | Accommodates integrated display of multiple associated documents, meets information completeness requirements for compliance reviews |
Three common configuration mistakes
- Issue: When batch uploading 5kb-scale moderation rule documents, nearly half of uploads fail, and duplicate content appears during knowledge base citations. Cause: Knowledge base deduplication configuration is not enabled, and files are not identified by rule version numbers, leading to repeated indexing of different versions of the same rule.
- Issue: When using variable reference mode, the temperature setting button cannot be found, and large language model generation parameters cannot be adjusted. Cause: Variable reference mode inherits global configuration by default, and no parameter entry is configured in the associated conversation component in advance.
- Issue: The
{{id}}field in the citation content template returns a null value, making it impossible to locate specific moderation samples. Cause: The automatic ID generation switch for traceability data is not enabled, or the unique identifier of moderation samples is not mapped to the knowledge base metadata field.
How to confirm configuration is complete
- Use FastGPT v4.17.0, upload a single moderation rule document, and check if the knowledge base metadata includes source, version number, and unique ID fields.
- Submit a query containing moderation rule keywords, verify that returned citation content only includes core traceability fields, and that token count falls within the
quoteMaxTokenconfiguration range. - Switch to variable reference mode, confirm that generation parameters can be configured in the conversation component, or that preset compliance parameters are inherited.
- Batch upload multiple documents on the same topic, verify that the knowledge base deduplication function is active, with no duplicate indexing entries.
The values provided are common starting points and should be measured against samples appropriate for the specific deployment.
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.