What the data for this category looks like
Marketing-related data for dedicated equipment primarily comes from local device interaction logs, operation and maintenance reporting APIs, and associated data from the marketing backend. Real-time interaction data (such as user dwell time, material display count) updates every second. Device online status syncs every 30 seconds. Bulk marketing associated data is pulled in batches every hour.
Data documents use structured format. Each record contains fields including device unique identifier, interaction timestamp, operating temperature, user dwell time, material display count, etc. Fields have no additional units, and enumerated values only include three states: online, offline, and maintenance.
What constraints do these characteristics impose on tool calling and plugin workflows
Multi-dimensional, multi-update-frequency data characteristics require tool calling to support both real-time pulling and batch synchronization modes.
The second-level updates of real-time interaction data require that the plugin sync interval cannot be too long, otherwise marketing content push will be delayed.
The device unique identifier field requires that the tool call must pass a valid device ID, otherwise the corresponding data cannot be associated.
The enumerated status field requires that the plugin must first verify the device online status before triggering marketing content generation, to avoid pushing invalid content to offline devices.
The scheduled pulling of bulk data requires that the tool call must be configured with scheduled trigger rules to match the hourly batch sync rhythm.
Mixed-type fields require that the plugin must have built-in format verification logic to avoid call failures caused by field type mismatches.
How to set the configurations
| Configuration Item | Recommended Value | Rationale |
|---|---|---|
tool_call_timeout | 30 seconds | Dedicated equipment data pulling mostly occurs in intranet environments with low latency. An overly long timeout will block the marketing content generation workflow |
plugin_sync_interval | 10–30 seconds | Matches the update frequency of real-time interaction data to avoid delays in marketing content push |
batch_data_batch_size | 500 records | Adapts to the data volume of hourly batch synchronization. Pulling too many records at once will occupy intranet bandwidth |
device_id_required | Yes | Triggering marketing content for dedicated equipment must be bound to a unique device identifier, otherwise precise delivery of corresponding materials is not possible |
tool_call_retry_times | 2 times | Intranet device calls have a low probability of occasional interruptions. A small number of retries can improve call success rates |
mcp_service_enabled | Calibrate based on actual testing | Must be configured according to the MCP protocol documentation provided by the dedicated equipment manufacturer. Enable only when the device API supports this protocol |
The parameter values provided on this page are all common recommended starting points for configuration. The actual values are affected by material form, data volume, and business rules. Specific issues require specific analysis, and it is recommended to test on your own samples before finalizing settings.
Three common mistakes
- A
The tool call is not supportederror is returned when calling the tool. The cause is that the dedicated device-specific tool calling permission is not enabled in the plugin configuration, or the passed device ID format does not meet requirements. - Failed to pull dedicated equipment data after configuring the MCP service. The cause is that the device manufacturer's MCP protocol version is not adapted, or the intranet access whitelist for the device API is not configured in FastGPT.
- Tool call failure after deploying the local m3e model. The cause is that the authentication parameter position of the OpenAPI interface changed after version 4.8.19, and the corresponding configuration was not updated synchronously.
How to confirm the configuration is complete
- In the plugin debugging panel of FastGPT, enter a valid dedicated device ID, call the preset marketing content generation tool, and check whether the returned result includes device operating parameters and marketing interaction data.
- View the plugin running logs to confirm that the 10–30 second sync task triggers normally with no error records.
- Trigger a simulated user interaction event, and check whether the corresponding marketing content generation tool is automatically called based on the device online status.
- Use the OpenAPI interface testing tool, pass the correct authentication parameters and device ID, and check that the returned status code is
200 OKwith no authentication failure prompts.
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.