What the data for this category looks like
Data sources primarily include public periodic reports, industry regulatory disclosure documents, and special business announcements of domestic and overseas listed IT service enterprises. Updates follow fixed quarterly and annual release cycles, with temporary business adjustment announcements attached. Document structures include fields such as core financial indicators, revenue breakdowns by business segment, detailed R&D and labor costs, and customer demographics. Units of measurement are primarily Chinese Yuan, ten thousand Yuan, and hundred million Yuan; some international business disclosures will include foreign currency conversion data.
What constraints do these characteristics impose on the citation sources and traceability workflow
Structured fields in IT service financial reports are scattered, and metadata such as reporting period and announcement number has clear requirements. During traceability, it is necessary to accurately locate specific paragraphs within the document and associate specific content within the document. The release rhythm of fixed periodic updates and temporary announcements in parallel requires the traceability system to support regular batch refreshing of data sources, while also enabling quick access to temporary disclosure documents. The split disclosure of multi-dimensional business indicators requires that traceability can associate similar data of the same enterprise across different reporting periods, and retain units of measurement to avoid data confusion. In addition, financial report citations must be associated with official sources of regulatory disclosures, requiring the traceability chain to be traceable back to the original announcement link or filing number.
How to configure the settings
| Configuration Item | Recommended Value | Rationale |
|---|---|---|
Knowledge Base Recall Count | Top 8-12 results | Single IT service financial report documents have large content volume, so enough paragraphs must be recalled to cover multi-dimensional business indicators and avoid missing key information |
Similarity Threshold | 0.75-0.85 | Financial report terminology is highly professional, so balance recall precision and coverage to avoid mistakenly recalling irrelevant industry reports |
Segment Length | 800-1200 characters | Financial report paragraphs are mostly structured statement notes; overly long segments will lose field associations, while overly short segments will destroy the integrity of business logic |
Metadata Extraction Toggle | Enabled | Metadata such as reporting period and announcement number must be extracted for traceability labeling to improve citation credibility |
Knowledge Base Update Cycle | 7 days | Regular financial reports are updated quarterly; a 7-day refresh cycle ensures data timeliness while avoiding excessive resource usage |
Citation Format Template | {{File Name}}-{{Reporting Period}}-Paragraph {{Paragraph Number}} | IT service financial reports require clear labeling of reporting period and paragraph location to facilitate compliance verification and subsequent traceability |
The parameter values provided on this page are general recommendations for establishing configuration baselines. Actual values are affected by material format, data volume, and business rules. Specific issues require targeted analysis, and it is recommended to test on your own samples before finalizing settings.
Three Common Configuration Mistakes
- Issue: Garbled citation markers appear at the end of each paragraph in AI chat outputs, which revert to quotation marks after output. Cause: The citation format template was not configured with correct placeholders for metadata such as reporting period and paragraph number. The system attempts to render non-existent fields, generating invalid characters.
- Issue: After calling the tool module in the workflow to connect to the knowledge base, no citation sources are output. Cause: The
Citation Source Display Togglewas not enabled, or the output node for citation data was not bound in the workflow configuration, resulting in traceability information not being passed to downstream steps. - Issue: Citations for knowledge base files are still output when searching for questions with no matching content in the knowledge base. Cause: The
Force Return Citations When No Matches Are Foundtoggle was not disabled, or the similarity threshold was set too low, causing the system to mistakenly recall irrelevant content as a citation basis.
How to Verify Correct Configuration
- Upload a quarterly financial report document of an IT service enterprise, trigger knowledge base parsing, and check if the parsed metadata fields include information such as reporting period and announcement number to confirm that the
Metadata Extraction Toggleconfiguration is active. - Initiate a query about the R&D investment field in the financial report, and check if the output result includes citation information labeled with file name, reporting period, and paragraph location to confirm that the citation format template is configured correctly.
- Simulate a query with no matching content in the knowledge base, confirm that the system does not output citations for irrelevant knowledge base files, and verify that the configuration of the
Force Return Citations When No Matches Are Foundtoggle meets expectations. - Adjust the knowledge base recall count configuration, initiate a query about multi-dimensional business indicators, and check that the number of recalled paragraphs matches the preset recommended value to confirm that the recall rules are active.
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.