What the data for this category looks like
Data related to urban commercial bank marketing content comes from three primary sources: customer transaction records in core business systems, customer profile ledgers from offline branches, and interaction logs from online service channels. Two update schedules apply to this data: Customer base attributes and transaction data are synchronized on a T+1 basis. Marketing material edits and release statuses are updated in real time. Customer interaction click and conversion data is synchronized every hour.
Most supporting documentation uses structured tables. Core fields include customer ID, account balance (unit: yuan), number of wealth product purchases in the last 30 days, material ID, material type, click count (unit: times), conversion count (unit: transactions). All fields use either string or numeric formats.
Constraints on tool calling and plugins from these data characteristics
The T+1 update schedule for customer data requires configuring scheduled pull tasks for tool calling. Set the task window to after daily midnight. This ensures pulled customer data covers the full dataset from the previous workday.
The real-time update property of marketing materials requires plugins to support incremental pull interfaces. This avoids excessive system resource usage from full pull operations.
The uniform format of structured fields requires adding field type validation logic before tool calling. This blocks incoming parameters that use non-numeric or invalid string formats.
The service focus on local customer groups requires embedding administrative division field filtering in tool calling. This ensures generated marketing content meets regional customer needs.
The hourly synchronization of interaction data requires customer acquisition plugins to support content adjustments triggered by hourly-level data. This enables timely responses to changes in customer interactions.
Configuration Settings
| Configuration Item | Suggested Value | Rationale |
|---|---|---|
DB_SYNC_CRON | 0 2 1 * * * | Matches the T+1 update schedule for customer data, ensures pull of the full dataset from the previous workday |
PLUGIN_INCREMENTAL_FETCH | Enabled | Adapts to the real-time update property of marketing materials, reduces interface overhead from full pulls |
FIELD_VALIDATE_THRESHOLD | Validate only numeric and string formats | Matches the uniform format requirement for core fields, blocks incoming invalid parameters |
REGION_FILTER_ENABLE | Enabled | Adapts to the service focus on local customer groups for urban commercial banks, ensures regional alignment of marketing content |
INTERACTION_DATA_SYNC_INTERVAL | 3600 seconds | Matches the hourly synchronization schedule for customer interaction data, enables timely responses to changes in customer interactions |
EMAIL_PLUGIN_TIMEOUT | 30 seconds | Adapts to the real-time sending requirement for marketing emails, avoids excessive timeout impacting marketing timelines |
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. Analyze specific issues on a case-by-case basis. It is recommended to test on your own samples before finalizing values.
Three Common Mistakes
- Symptom: A database connection tool call returns a prompt that only specified database types are supported, and Oracle database cannot be connected. Cause: Some core business systems of urban commercial banks still use Oracle as their legacy database, and Oracle-specific plugin drivers and connection parameters are not configured in advance.
- Symptom: An email sending plugin call cannot find the official help documentation. Cause: The official document jump link is not bound on the plugin configuration page, or plugin permissions are not assigned to the corresponding marketing operation account.
- Symptom: A project startup error
400 InternalError.Algo.InvalidParameter: messages with role "tooccurs. Cause: The format of the receiver field of marketing content is not validated, customer contact parameters containing special characters are passed in, or a valid role identifier is not configured for the receiver field as required.
How to Confirm Configuration Is Complete
- Manually trigger a database synchronization task, and verify that the scope of pulled data matches the configured synchronization cycle.
- Upload a new marketing material, call the plugin to pull the material list, and confirm that only newly added or modified materials are returned. This verifies that the incremental pull function operates correctly.
- Pass a set of test parameters containing special characters, call the field validation interface, and confirm that the illegal parameter blocking logic takes effect.
- Enable the region filtering switch, pass cross-region customer group identifiers, and confirm that the tool call automatically filters non-local customer group data.
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.