What the data for this category looks like
Account-related data mainly comes from user-submitted account consultation tickets, account transaction logs from core business systems, and permission change records. Data updates follow two schedules: real-time updates for immediate issues such as balance and login abnormalities, and daily updates for aggregated data such as monthly bills and annual transaction records. The data uses a standardized structured format, including fields such as user_id, account_no, transaction_time, operation_type, amount, and status. The amount unit is yuan, and the time format follows the standard timestamp YYYY-MM-DD HH:mm:ss.
What constraints these characteristics impose on tool calling and plugins
Real-time account data requires controlling tool call response durations, to avoid obtaining data that does not match the actual state when the user submits their inquiry due to timeouts. Structured data format requires strict matching of preset fields during tool calling, otherwise parameter parsing failures will occur. Account-related fields are financial sensitive information, so tool call logs and return results must be desensitized, otherwise data compliance requirements will be violated. The batch nature of aggregated data requires plugin calls to support pagination parameters, to avoid call failures caused by overload from single requests.
How to set configurations
| Configuration Item | Recommended Value | Rationale |
|---|---|---|
tool_call_timeout | 30 seconds | Account data is mostly real-time or near-real-time. Excessively long timeout will lead to prolonged user waiting, and data may be updated |
plugin_parameter_mask | ["accountno", "userid"] | Account fields are financial sensitive information and must be masked in plugin call logs to comply with compliance requirements |
structured_data_schema | Pass in a JSON Schema containing userid, accountno, operation_type | Account issue data uses structured format, matching the Schema improves parameter accuracy of tool calls |
max_tool_calls_per_round | 2 times | Account consultations mostly involve single queries or simple operations. Excessive calls will increase response delays and compliance risks |
global_variable_scope | Session-level | Account data is only valid within the current user session. Cross-session sharing will pose data leakage risks |
debug_log_sensitive_field | Disabled | Avoid leaking account sensitive information in debug logs, in line with financial industry data security specifications |
The parameter values provided on this page are all conventional recommendations used as a starting point for configuration. Actual values are affected by material form, data volume, and business rules. Specific issues require specific analysis. It is recommended to test on your own samples before finalizing the configuration.
Three common mistakes
- The display name of a plugin differs between the system plugin list and the custom plugin management page. The system plugin page shows the name configured in the code, while the custom management page shows the name filled during upload. This is because the system plugin reads the
plugin_display_namefield configured in the code, while the custom plugin management page uses the display name filled during upload. - An extra "0" character appears before the result when debugging tool calls. This is because the model mistakenly mixes the prefix of the tool return status code into the natural language response, and fails to correctly distinguish between tool return content and model-generated content.
- A specified reply is configured, but the tool still calls automatically. This is because
tool_call_trigger_modeis set to automatic trigger, and the mode is not switched to manual trigger. This causes the model to prioritize triggering tool calls instead of executing the specified reply.
How to confirm the configuration is complete
- Initiate a test request containing
account_no, and check whether theaccount_nofield is automatically masked in the debug log. - After configuring
structured_data_schema, initiate a test call to verify whether the tool call parameters strictly match the preset field names and formats. - Switch
tool_call_trigger_modeto manual, initiate a test containing a tool call instruction, and confirm that the tool is only called when the trigger instruction appears explicitly. - View the session variable management interface, confirm that
global_variable_scopeis set to session-level, and cross-session access to account-related data from the current session is not possible.
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.