What the data for this category looks like
Dedicated equipment marketing-related data falls into three categories: operational status data uploaded by built-in device sensors, device configuration information entered in the background ledger system, and bound material association information synchronized by the marketing department. Operational data is synchronized at fixed intervals. Ledger information updates when device inspections or configuration changes occur. Marketing material binding relationships adjust alongside campaigns. Each structured record corresponds to one device, and includes these fields: unique device identifier, model code, deployment location, bound material collection, cumulative service times. Field formats are string, encoded string, address string, array, integer, with no additional nested levels.
What constraints these characteristics impose on workflow orchestration
Real-time synchronized operational data requires workflows to support scheduled nodes triggered at fixed intervals. These nodes pull the latest device status on a periodic basis to generate targeted marketing content. Dynamically updated ledger and binding relationships require workflows to be configured with dynamic parameter pull nodes. These nodes support real-time queries of device-related information, and avoid hard-coded fixed parameters. Independent marketing logic across multiple devices requires workflows to execute batch tasks with device as the loop dimension. This prevents mixing data across devices. The structured single-record format requires workflows to include data validation nodes. These nodes filter devices in abnormal status, reducing invalid marketing content generation. Dynamic material collections require retrieval nodes in workflows to support passing dynamic collection IDs. This adapts to the material binding requirements of different devices.
How to set configurations
| Configuration Item | Recommended Approach | Rationale |
|---|---|---|
Specified Retrieval Collection | Pass the array of material collection IDs bound to the device | Marketing material binding for dedicated devices is a dynamically associated collection, and precise retrieval must be performed according to the material pool associated with the device |
Batch Execution Loop Dimension | Loop one by one by device ID | Each device corresponds to independent marketing content generation logic, to avoid mixing data across devices |
Node Timeout Setting | 300 seconds | Average time range for device data pulling and large model marketing content generation |
Variable Reference Temperature Parameter | 0.7–0.9 | Marketing content needs to balance professionalism and approachability in financial scenarios, avoiding being too rigid or casual |
Single File Upload Limit | 100 MB | Most marketing materials for dedicated devices are operation manuals and demonstration videos, and this single file limit aligns with industry norms |
Large Model Recall Count | Top 3 entries | Marketing content related to devices needs to focus on core parameters and service descriptions, avoiding redundant information interference |
The parameter values provided on this page are conventional recommendations used as a starting point 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 using samples specific to the deployment before finalizing settings.
Three common configuration mistakes
- Phenomenon: The API call returns a 200 status code, but the batch execution node only completes part of the loops, and the final task shows as incomplete. Cause: Asynchronous callback configuration for the batch node is not enabled. Online debugging uses synchronous execution mode, while API calls default to asynchronous mode. Results are returned without waiting for all subtasks to complete.
- Phenomenon: Results returned by the knowledge base search node include unbound material files. Cause: The array of material collection IDs bound to the device is not passed correctly, or the collection ID format is incorrect, leading to matching failure.
- Phenomenon: After changing the calling method of the large model node to variable reference, the temperature parameter setting button disappears, and the generation parameters cannot be adjusted. Cause: The temperature parameter must be carried by the referenced variable object in variable reference mode. It cannot be modified directly on the node interface. Add the corresponding parameter field to the passed variable instead.
How to confirm the configuration is correct
- Manually trigger the workflow for a single device. Verify that the results returned by the knowledge base search node only cover the material collection bound to the device, and confirm that the retrieval collection configuration matches the actual binding relationship.
- Call the batch task API. Verify that the loop nodes for all devices have completed execution, and confirm that the loop dimension configuration aligns with the device dimension.
- View the workflow run logs. Confirm that the parameter package referenced by the variable includes the generation parameter fields, and there are no parameter missing errors.
- Test single file upload. Verify that the uploaded marketing materials do not exceed the configured single file limit, and there are no file size limit 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.