What the Data for This Category Looks Like
Data comes from off-island duty-free order systems, customs verification databases, member CRM systems, credit card payment channels, and product SKU management repositories. Order and verification data is synced in batches daily. Product promotion information is updated weekly. Member behavior and payment data is connected in real time.
Individual data documents include fields such as order number, off-island date, product category, customer unit price, member level, verification status, and payment channel. The unit of amount is Renminbi yuan. Time formats follow the ISO 8601 standard. Verification status and payment channel are marked with enumerated values.
Constraints Imposed on Workflow Orchestration by These Characteristics
Daily batched order data requires workflows to use scheduled triggering modes. This avoids frequent real-time calls that exceed system interface limits.
Weekly updated product promotion information requires knowledge base recall tasks in workflows to be configured for regular full refreshes. This ensures marketing content matches the latest promotion rules.
Real-time connected member and payment data requires workflows to support combining batch and real-time data sources. It also requires verification of the legality of verification status and payment channel enumerated values. This prevents generating marketing content from orders with unverified status or non-compliant payment channels.
Fixed field units and formats require variable mapping steps in workflows to strictly match preset field names and data types. This prevents format conversion errors.
How to Configure Settings
| Configuration Item | Recommended Setting | Rationale |
|---|---|---|
Scheduled Trigger Cycle | Daily 02:00-04:00 | Avoids peak business hours, ensures order data synchronization completes before workflow execution, and prevents occupying core business bandwidth |
Knowledge Base Recall Threshold | Similarity threshold 0.75, recall top 8 entries | Duty-free product SKU categories are numerous. This threshold filters low-relevance content while ensuring marketing content covers sufficient promotion information |
Variable Storage Scope | Global Variables | Duty-free marketing requires reusing fixed configurations such as promotion rules and member level thresholds. No need to reset per conversation, avoids repeated configuration |
Code Node Timeout | 600 seconds | Batch processing order data requires completing multi-dimensional field verification and combination. This duration covers the time required for conventional batch data processing |
Form Input Variable Binding | Enable variable input | Marketing content generation needs to receive user input parameters such as event themes and customer group tags to enable personalized content customization |
Empty Result Handling Logic | Return preset fallback copy | When knowledge base search returns no results, generate general marketing prompts suitable for the duty-free scenario to avoid blank content |
The parameter values provided on this page are conventional recommendations used as starting points for configuration. Actual values are affected by material form, data volume, and business rules. Specific issues require individual analysis. It is recommended to test on your own samples before finalizing settings.
Three Common Configuration Mistakes
- Symptom: The
resultTimesandtrafficFlowCountsfields output by code running nodes are empty. Cause: Variable output mapping is not configured in the code node, causing the workflow to fail to capture node execution results. - Symptom: Knowledge base search nodes in version v4.8.10 do not trigger preset logic when returning empty results. Cause: The
Empty Result Handling Logicconfiguration is not enabled, or the configured fallback copy is not adapted to the duty-free marketing scenario. - Symptom: Global variables are accidentally reset after workflow execution. Cause: Global variables are mistakenly configured as session-level variables, causing variables to be cleared after each workflow execution and preventing reuse of fixed configurations.
How to Verify Correct Configuration
- Trigger a scheduled workflow once, check if order data fields in the log fully match preset mappings, and confirm that variables such as
resultTimesandtrafficFlowCountsare output normally. - Simulate a scenario where knowledge base search returns no results, verify that fallback copy suitable for the duty-free marketing scenario is returned, and confirm that the
Empty Result Handling Logicconfiguration takes effect. - Manually modify the fixed configuration of global variables, trigger the workflow again, and confirm that marketing content uses the updated configuration values and is not overwritten by other variables.
- Check that the scheduled trigger time of the workflow avoids peak business hours, and confirm that no bandwidth conflicts occur with other system synchronization tasks.
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.