Data Profile for This Category
Data sources for publishing intelligent due diligence reports include official filing materials submitted by publishing units, copyright office registration documents, physical sample book content, and industry compliance standard documents. Update cycles are triggered by filing progress, copyright changes, and industry policy updates, with no fixed schedule. A single update covers the full content of a single report. The document structure includes a copyright statement page, ISBN field, author qualification certification, distribution filing number, cited original reference entries, and compliance check results. For fields and units: ISBN is a 13-digit combination of Arabic numerals, distribution filing number is a string with an alphabetic prefix, and copyright validity period is marked in years.
Constraints on Citation and Traceability Workflows
The multi-source filing attribute of publishing intelligent due diligence reports requires the traceability link to support associated verification of heterogeneous data sources such as official copyright office registration data and materials submitted by publishing units. The lack of a fixed update cycle requires the traceability chain to retain report version identifiers to facilitate tracing content differences across different filing stages. The presence of standardized fields such as ISBN and distribution filing number requires traceability matching to prioritize structured fields, rather than full-text semantic matching, to avoid confusion between different content with the same identifier. The nested original reference entries within the report require the traceability function to support hierarchical jumping, allowing direct positioning of complete information for the corresponding publishing source from the report citation. Additionally, traceability retention required by publishing compliance rules requires complete metadata to be retained for all cited original document fragments, including submitting unit and filing time.
Configuration Settings
| Configuration Item | Recommended Setting | Rationale |
|---|---|---|
enable_citation | Enabled | Publishing intelligent due diligence reports must meet compliance traceability requirements and clearly mark cited sources |
citation_match_mode | Structured fields first | This category of data includes standardized fields such as ISBN and distribution filing number; prioritizing matching improves traceability accuracy |
max_citation_return | Top 5 entries | The number of valid citations in publishing due diligence reports is usually concentrated within 5 entries; excessive entries will distract from the focus of the main content |
citation_source_field | dataset_custom_meta | Metadata such as copyright and filing information for publishing reports is stored in custom dataset metadata, which can be directly extracted for traceability |
rag_parse_timeout | 800 seconds | Publishing due diligence reports usually include multiple attachments and long text content, requiring longer parsing time to complete content splitting and metadata extraction |
citation_display_format | {{source_title}} (ISBN: {{isbn}}) | ISBN is the core identifier for the publishing category, allowing quick location of the corresponding report source |
The parameter values provided on this page are common starting points for configuration. Actual values are affected by material format, data volume, and business rules. Specific issues require individual analysis, and it is recommended to test on your own samples before finalizing settings.
Three Common Configuration Mistakes
- Issue: In FastGPT 4.9.4, citation content is still returned when the
enable_citationconfiguration item is not enabled. Cause: This version has an issue where application configuration cache is not automatically refreshed; manual clearing of the application cache is required to restore normal behavior. - Issue: Using the
[{datasetId: xxx}]format when configuring knowledge base variable references does not take effect. Cause: FastGPT’s variable template follows Handlebars syntax specifications; use{{datasetId}}or structured parameter templates instead of array nested formats. - Issue: After importing question-answer pairs into the knowledge base, the returned content does not use the response text from the knowledge base. Cause: The
rag_force_use_contextparameter is not set to enabled; the model prioritizes calling external training data instead of knowledge base context content.
How to Verify Successful Configuration
- Access the application’s configuration interface, verify the enabled status of
enable_citationto confirm it matches the preset configuration. - Initiate a test query targeting the content of a publishing due diligence report, check whether the returned results include cited sources marked with ISBN identifiers.
- Review the application running logs to confirm there are no error messages of type
citation_match_failedorvariable_parse_error. - Modify the value of
max_citation_return, verify whether the number of returned citations changes with the adjusted configuration.
Question material comes from public community discussions. Configuration values are common starting points and should be measured against your own samples. Verified on 2026-09-14.