What the Data for This Category Looks Like
Insurance research report data mainly comes from public disclosure documents of industry self-regulatory organizations, regular solvency reports of insurance companies, public product filing information, and public results of third-party industry research institutions. The update cycle is centered on quarterly and annual periods, with real-time updates for temporary product adjustment announcements and regulatory policy documents. Document structures typically include modules such as product clause details, underwriting and claims data summaries, industry policy interpretations, and market share analysis. Fields cover product codes, coverage scope, comprehensive claim payout ratio, premium scale, and more. Units include percentage, RMB yuan, policy count, and others.
Constraints on Source Citation and Traceability
Insurance research report data contains highly compliant content such as regulatory filing documents and product clauses. Citation traceability must accurately link the original document's publisher, document number, and release time, to avoid generalized citations. Data updates include two categories: periodic reports and temporary policy adjustments. The traceability system must support filtering by release time range, and automatically associate the latest version of document content. Subfields within documents such as product codes and claim payout ratios must retain original anchors. This ensures traceability can locate specific paragraphs instead of entire documents, meeting the precision requirements of compliance audits.
Configuration Settings
| Configuration Item | Recommended Setting | Rationale |
|---|---|---|
source_reference_mode | full_metadata + anchor | Insurance research reports require complete display of metadata such as publisher and time, as well as positioning of subfield paragraphs to meet compliance traceability requirements |
retrieve_top_k | 8-12 results | Insurance research report content is detailed. Too many retrieved results will cause redundant citations, while too few will fail to cover core query scenarios |
reference_include_timestamp | Enabled | Insurance data has a high update frequency, and citation timestamps must be marked to clarify content timeliness |
parse_anchor_enable | Enabled | Insurance research reports contain a large number of detailed business fields, and paragraph anchor parsing is required to achieve precise traceability |
reference_citation_template | {source_name}, {publish_time}, {file_title}, Paragraph {anchor_paragraph} | Compliant citation format for the insurance industry, clearly displays traceability information |
max_reference_length | 800-1200 characters | Controls the length of cited content to avoid excessive reading burden, while covering core query information |
The parameter values provided on this page are conventional recommendations used as a starting point for configuration. Actual values are affected by material form, data volume, and business rules. Specific issues require case-by-case analysis, and it is recommended to test on your own samples before finalizing.
Three Common Mistakes
- Phenomenon: After entering a Chinese query, English insurance research report documents in the knowledge base cannot be retrieved and cited. Cause: Multilingual vector indexing rules are not configured, and only the Chinese model is enabled for semantic matching.
- Phenomenon: Some business fields in the cited content are empty, and detailed information such as product codes or claim payout ratios are not displayed. Cause: Paragraph anchor parsing configuration is not enabled, and generalized content of the entire page document is only extracted.
- Phenomenon: The cited research report content is an outdated version, and the latest regulatory announcement or product adjustment document is not updated. Cause: A scheduled task for automatically synchronizing the latest files is not configured, and only the initial version of the research report document was uploaded.
How to Confirm the Configuration Is Complete
- Upload an insurance research report document, trigger retrieval, and check the citation bar to confirm that metadata such as publishing organization, release time, and specific paragraph anchor points is included.
- Submit a query that includes detailed business fields, such as the claim payout ratio information of a corresponding product, and confirm that the retrieval result includes the traceability anchor point of the corresponding paragraph.
- Upload the updated version of the research report, and verify that the retrieval result automatically associates the latest version of the document content.
- View the system-generated citation log to confirm that the configured citation template is called, and no missing fields or format errors appear.
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.