What Data for This Category Looks Like
Data sources for insurance intelligent due diligence reports include internal insurance company underwriting systems, claims databases, regulatory compliance submission documents, and insurance performance records from third-party credit reporting agencies. There are two types of data update cadences. Real-time data such as policy status and claim records updates as business activities occur. Scheduled data such as industry compliance documents and annual due diligence summaries updates quarterly or annually. Document structure includes fields such as policyholder basic information, insured health disclosure items, policy history details, claim count statistics, and compliance check item lists. Field units include specific identifiers such as "times", "days", and "items". Single-document content density is higher than that of general industry reports.
What Constraints These Characteristics Impose on Deployment and Upgrade
Multi-source data access requires configuring multiple sets of data source authentication parameters during deployment to avoid cross-system connection conflicts. Real-time data update requirements mean incremental synchronization tasks cannot be interrupted during upgrades. Use a rolling upgrade strategy to maintain service availability. Long documents and high-density fields require reserving sufficient vector storage capacity and parsing timeout settings during deployment to avoid parsing failures or content truncation. Specialized fields and units require configuring precise field mapping rules during deployment to prevent type mismatches or unit errors during data import. Scheduled data update requirements mean configuring timed synchronization tasks. Verify that task trigger logic operates normally after upgrades.
Configuration Settings
| Configuration Item | Recommended Value | Rationale |
|---|---|---|
PARSE_FILE_TIMEOUT_SECONDS | 600-900 seconds | Insurance due diligence reports typically have longer lengths, so parsing time exceeds that of general documents |
UPLOAD_FILE_MAX_SIZE | 2000 MB | A single complete insurance due diligence report may include multiple attachments, so total capacity demand is higher |
SYNC_INCREMENTAL_INTERVAL | 30 minutes | Policy status updates require timely synchronization, balancing system load and data freshness |
VECTOR_STORAGE_CAPACITY_PER_DOC | Calibrated at 10000-15000 vectors | Due diligence reports have many fields and high content density, so vector generation volume exceeds that of general documents |
FIELD_MAPPING_RULE | Configure mapping using "data source field name → system standard field name" | Insurance due diligence data includes specialized field naming and unit rules, to avoid type or unit mismatches |
EMBEDDING_MODEL_MAX_LENGTH | 8192 tokens | Due diligence report paragraphs have longer lengths, so need to adapt to input limits of long-text embedding models |
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 targeted analysis. It is recommended to test on your own samples before finalizing settings.
Three Common Errors
- Issue: After upgrading to version v4.9.8, modifying the root user password causes it to automatically revert to the initial value the next day. Cause: The upgrade script does not retain custom environment variable configurations, and loads built-in initial password parameters by default.
- Issue: After connecting the qwen3-embedding-8b model, the file status continuously displays "Indexing", and the backend logs return a 500 status code. Cause: No vector storage dimension parameters corresponding to the model are configured, leading to vector write failure without a clear error message.
- Issue: Failing to specify the Redis image address during deployment causes the container to fail to pull the image and start. Cause: No correct Alibaba Cloud Redis image address is configured, leading to default image pull timeout or incompatibility.
How to Confirm Proper Configuration
- Upload a standard insurance due diligence report, check whether the parsing completion time meets expectations, and verify that parsed fields match data source fields.
- Trigger an incremental sync task, check whether the sync logs include new policy and claim data, with no error messages.
- After modifying the root user password, restart the service or wait for the preset duration, confirm that the password is not reset.
- After connecting the specified embedding model, upload a small test file, check whether vector generation and storage work normally, and avoid the persistent "Indexing" status.
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.