What the data for this category looks like
Data for insurance marketing content comes from three sources: internal insurance product term library, compliance review archive library, and past marketing material library. Updates are triggered on demand when new products launch or regulatory compliance terms are adjusted, with no fixed cycle. Document structure is divided into two categories: structured fields and unstructured text. Structured fields include product name, coverage period, insured age, premium range, with corresponding units of year, years of age, and yuan respectively. Unstructured text includes compliance script templates and promotional copy drafts. All fields must include compliance tags to distinguish product types.
Constraints Imposed by These Characteristics on Model Integration and Configuration
The mixed structured and unstructured text nature of insurance marketing content requires the model integration step to support precise mapping of structured parameters. This prevents product information misalignment caused by generic parsing. The high-frequency, non-fixed update schedule requires a flexible sync trigger mechanism in configuration. This prevents the model from using expired product data during calls. Compliance tags are mandatory associated fields. They must be passed as context during model calls, to avoid generating marketing statements that violate regulatory requirements. Additionally, long-text product terms and compliance requirements require the model integration to support a sufficiently large context window. This ensures the complete rule set is included in the generation logic.
How to Set Configurations
| Configuration Item | Recommended Value | Rationale |
|---|---|---|
maxContext | 128000–200000 tokens | Insurance marketing content must carry multiple contexts such as product terms, compliance requirements, and historical scripts. A large context window can accommodate complete rule sets and material information |
contextRetrieveCount | Top 8–12 entries | Core information such as insurance product coverage responsibilities and underwriting rules usually does not exceed 10 entries. Too many retrieved entries will dilute the weight of core context |
promptTemplate | Structured template that concatenates [Product Basic Info] + [Compliance Check Rules] + [User Marketing Needs] by product category | Insurance marketing content must strictly match product attributes and regulatory requirements. A structured template can reduce generation bias and ensure content is compliant and accurate |
syncProductDataInterval | Every 12 hours | Insurance product launch frequency is usually weekly. Scheduled sync can cover regular update needs, and prevent the model from using expired product parameters during calls |
modelApiTimeout | 600 seconds | Compliance verification and long-text parsing of insurance documents require long processing time. The default timeout duration is insufficient to cover the complete generation process |
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 case-by-case analysis. It is recommended to test on your own samples before finalizing settings.
Three Common Configuration Mistakes
- Phenomenon: When adding a new model channel, only preset protocol types are displayed, and custom protocols cannot be selected. Cause: The platform's custom model channel permission switch is not enabled, resulting in fixed restrictions on selectable protocols.
- Phenomenon: Generated insurance marketing copy contains incorrect coverage period or premium values. Cause: No product data sync mechanism is configured, and the model uses expired internal product data during calls.
- Phenomenon: Model calls return a 504 Gateway Timeout error. Cause: The modelApiTimeout parameter is not adjusted to the duration suitable for insurance document processing. The default setting cannot cover long-text parsing and generation processes.
How to Confirm Configuration Is Complete
- Enter the model channel management page, check if the custom protocol option is displayed, and confirm the permission switch is correctly enabled.
- Trigger a manual product data sync, and verify whether the synchronized structured fields match the latest data in the internal system.
- Submit a test prompt containing specific product parameters, and check whether the generated content includes correct product information and compliance requirements.
- View the model call logs, confirm that the modelApiTimeout parameter setting matches the current test response duration, and there are no timeout-related errors.
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.