What This Category of Data Looks Like
Insurance research report data is primarily sourced from public disclosure documents of insurance industry self-regulatory organizations, official research sections of insurance companies, and insurance sector research reports from professional financial information platforms. The update rhythm adjusts based on industry policy milestones and quarterly operating data release cycles. Document structure includes four modules: industry trend analysis, operating indicators of leading institutions, product design logic, and regulatory policy interpretation. Fields include operating scale, product rate, and risk rating, with corresponding units of yuan, percentage values, and grade identifiers.
What Constraints Do These Characteristics Impose on Workflow Orchestration?
The multi-source access nature of insurance research reports requires configuring parallel data pulling nodes for multiple data sources, while adapting to document format differences across sources and setting format conversion rules. The update rhythm fluctuates with policy and operating milestones, so dual-mode update tasks (scheduled and event-triggered) must be configured to avoid data lag or redundancy. Documents contain long-text modules and structured fields, requiring splitting long-text parsing nodes in the workflow and configuring structured field extraction rules to ensure accurate extraction of key information. The high density of professional terminology requires configuring a domain thesaurus in the recall stage to improve matching accuracy and avoid generic retrieval results.
Configuration Settings
| Configuration Item | Recommended Value Range | Rationale |
|---|---|---|
maxContext | 0–2 entries | Adapts to the long-text scenario of insurance research reports, avoids excessive context occupying the model context window while retaining necessary conversation history |
recallCount | Top 8–12 entries | A single insurance research report covers multi-dimensional information; additional recall results cover core viewpoints and details to avoid missing key information |
segmentLength | 800–1200 characters | Adapts to the long-text structure of insurance research reports, avoids disrupting professional terminology and logical connections during segmentation |
workflowTimeout | 120–180 seconds | The steps of parsing, recalling, and calling models for insurance research reports take a long time, so sufficient processing time is reserved |
filterThreshold | 0.72–0.85 | Professional terminology in the insurance field has high specificity; adjust the threshold to balance recall accuracy and retrieval coverage |
triggerMode | Scheduled + event-triggered | Adapts to the fluctuating update rhythm of insurance research reports tied to industry policies and quarterly operating milestones |
The parameter values provided on this page are common recommended starting points 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 samples specific to the deployment before finalizing settings.
Three Common Configuration Mistakes
- Scenario: After triggering the workflow, results from the insurance research report knowledge base are returned even when input content is unrelated to the knowledge base. Cause: No input content verification node is configured, no branch judgment logic is added, and unrelated requests are not directed to the designated reply branch.
- Scenario: A timeout error is returned after the workflow runs, with a 504 status code or timeout prompt displayed in the interface. Cause: The
workflowTimeoutconfiguration item is not adjusted, and the default timeout duration is insufficient to cover the time required for insurance research report parsing and multi-step recall. - Scenario:
maxContextis set to 0 in the workflow, but conversation history is still carried during actual API calls. Cause: The context parameter is not separately configured in the model calling node of the workflow, the global default setting is used, and the global parameter is not overridden.
How to Verify the Configuration Is Correct
- Perform a single test call, submit a question related to insurance research reports, and verify that returned results include core information from corresponding research reports.
- Submit content unrelated to the insurance research report knowledge base, and verify that the preset designated reply branch is triggered.
- View the workflow running logs to confirm that the execution duration of each node does not exceed the configured timeout period.
- Adjust the
recallCountparameter, compare the number of recall results under different values, and confirm that the configuration takes effect.
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.