What the Data for This Category Looks Like
Insurance financial report data primarily comes from insurance companies’ annual reports, quarterly reports, and ad-hoc regulatory disclosure documents. Update cadence follows fixed schedules for full annual financial reports and quarterly periodic financial reports, plus ad-hoc announcements for major events as they occur. Most documents are available in PDF, structured CSV, or XBRL formats. They include specialized fields such as premium revenue, claim payments, unearned premium reserves, and life insurance policy reserves. Units are primarily Chinese Yuan, ten thousand Yuan, or hundred million Yuan. Some disclosure documents also include additional metadata such as actuarial assumptions and regulatory submission numbers.
Constraints for Citation Sources and Traceability
The specialized field attributes of insurance financial reports require traceability to precisely match specific paragraphs and field names in original documents, to avoid generalized citations. The coexistence of fixed update cadence and ad-hoc announcements requires traceability to label disclosure times and document types, ensuring the timeliness of cited content. The presence of structured formats and specialized metadata requires traceability to retain information such as the original document’s submission number and paragraph location. It also requires compatibility with parsing results from multiple formats such as XBRL and CSV, to ensure the completeness of traceability information.
How to Set Configurations
| Configuration Item | Recommended Value | Rationale |
|---|---|---|
topK | Top 10-15 entries | A single insurance financial report document contains a large amount of information, so enough matching segments must be retrieved to cover specialized fields |
similarity_threshold | 0.75-0.85 | Insurance financial report fields have strong professionalism, so a high similarity threshold is needed to avoid mixing irrelevant content, while retaining sufficient retrieval volume |
show_reference | Enabled | Insurance financial report analysis requires clear citation sources to meet compliance and traceability requirements |
parse_metadata_enable | Enabled | Insurance financial reports include metadata such as disclosure dates and submission numbers, which must be retained for traceability identification |
reference_max_length | 800-1200 characters | Single-paragraph cited content from insurance financial reports is relatively long, so length must be limited to avoid occupying too much context window |
max_context_tokens | 12000-16000 | Insurance financial report analysis requires integrating multiple cited segments and original text, so a sufficiently large context window is needed to accommodate the content |
The parameter values provided on this page are common starting points for configuration. Actual values are affected by material form, data volume, and business rules. Specific issues require specific analysis. Testing on local samples is recommended before finalizing settings.
Three Common Misconfigurations
- Setting
reference_max_lengthto 3000 characters results in the large language model not receiving context content. The cause is that the context window limit does not match the citation length. The total cited content exceeds themax_context_tokenslimit, leading to context truncation or discarding. - Cited content appears empty or fails to associate with original document fields. The cause is that
parse_metadata_enableis not enabled. Metadata such as insurance financial report disclosure numbers and paragraph locations are not extracted, so traceability associations cannot be established. - Uploaded insurance financial report CSV files display garbled text. The cause is that the file encoding format is not specified as
UTF-8. Structured fields in insurance financial reports include Chinese specialized terms, and encoding mismatches lead to parsing errors.
How to Verify Proper Configuration
- Initiate a query related to insurance financial reports, and check if the reply displays associated document sources, disclosure dates, and other metadata.
- Check the
show_referenceswitch status in the configuration interface, and confirm that the citation display function is enabled. - Adjust the
topKparameter, and verify that the number of returned citation segments matches the expected adjustment result. - Upload a test insurance financial report CSV file, and check if the parsed metadata is fully retained.
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.