What Data for This Category Looks Like
Financial industry cybersecurity financial report data primarily comes from three sources: annual cybersecurity investment financial reports of listed financial institutions, financial industry cybersecurity analysis documents released by third-party cybersecurity consulting firms, and financial industry cybersecurity compliance audit filing materials. Data update cycles vary by publisher. Institutional annual reports are updated annually, consulting reports are updated quarterly or semi-annually, and compliance materials are updated aligned with audit cycles. Single documents typically include fields such as security business revenue breakdown, security team headcount, total annual vulnerability fixes, and core protection product revenue share. Revenue fields use RMB as the unit, headcount uses number of people as the unit, and vulnerability fixes use count as the unit.
Constraints Imposed on Citation Traceability
Financial industry cybersecurity financial reports have four core characteristics: scattered sources, varying update cycles, inconsistent field naming, and strong compliance attributes. These characteristics create multiple constraints for the citation traceability process. Different sources have different credibility levels. Configure separate weight rules for institutional annual reports, consulting reports, and compliance materials. Differences in update cycles require matching data publication times during traceability to avoid citing expired quarterly report content. Inconsistent field naming requires establishing cross-source field mapping relationships to ensure retrieved content accurately matches financial report items. Traceability for compliance documents must retain access permission verification records to meet subsequent financial industry audit requirements.
Configuration Settings
| Configuration Item | Recommended Value | Rationale |
|---|---|---|
Recall Count | Top 6–8 | Financial cybersecurity financial report documents are lengthy. Too many recalled entries will exceed context limits, while too few will fail to cover core financial report items |
Similarity Threshold | 0.72–0.78 | Financial report field naming varies. This range balances retrieval precision and coverage to avoid missing niche compliance-related fields |
Reranked Return Count | Top 3–4 | Prioritize displaying source documents for core financial report fields such as revenue and headcount to improve traceability efficiency |
Knowledge Base Search Merge | Enabled | Merge duplicate-source financial report documents to avoid repeated citations of the same enterprise’s annual report and improve traceability clarity |
Citation Source ID Return | Enabled | Conversation interfaces must return knowledge base document IDs to facilitate subsequent audits and data verification, aligning with financial industry compliance traceability requirements |
Document Update Time Filter | Match the queried financial report cycle | Different sources have different financial report update cycles. Filtering expired documents prevents incorrect citation of quarterly or annual data |
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. It is recommended to test on your own samples before finalizing settings.
Three Common Mistakes
- Phenomenon: When calling the FastGPT 3.9.2 conversation interface, the returned result does not include the knowledge base document ID, and only displays the cited text at the bottom. Cause: The
Citation Source ID Returnconfiguration item is not enabled, and the logic for returning document IDs via the interface is not activated, making it impossible to accurately locate the specific knowledge base entry being cited. - Phenomenon: Annual cybersecurity financial report documents from the same financial institution are repeatedly displayed as citation sources, leading to redundant citation lists. Cause: The
Knowledge Base Search Mergeconfiguration item is not enabled, and duplicate retrieved results from the same document are not deduplicated. - Phenomenon: Recalled citation documents include expired quarterly consulting reports, or do not match the user’s queried financial report cycle. Cause: The
Document Update Time Filterrule is not configured, and expired data is not filtered based on the user’s queried financial report cycle, resulting in traceability content that does not meet timeliness requirements.
How to Confirm Configuration Is Complete
- Initiate a test query including "2023 cybersecurity business revenue of a listed financial institution", check if the citation list merges duplicate entries from the same source.
- Call the FastGPT conversation interface, parse the returned JSON structure to confirm that a field containing the knowledge base document identifier exists.
- Set the queried financial report cycle to 2023, check if all recalled citation documents only include financial report content published in 2023.
- Enter the knowledge base configuration page, verify that the current values of parameters such as
Recall CountandSimilarity Thresholdmeet the scenario requirements.
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.