What Data for This Category Looks Like
Data sources include public annual/quarterly financial reports of private educational institutions, operational statistics published by educational industry associations, and school operating revenue and expenditure data filed with local education authorities. Updates are made on a quarterly basis. Annual financial reports must be made public within 4 months after the end of the fiscal year. Most documents use structured table formats, with fields including school operating revenue, teacher costs, venue rental expenses, revenue corresponding to enrollment numbers, and more. Field units include ten thousand yuan, person-times, square meters. Some fields such as per-student enrollment cost require two decimal places.
What Constraints These Characteristics Impose on Tool Calling and Plugins
The quarterly update feature requires tool calls to be triggered according to fiscal quarter cycles, to avoid interface rate limiting caused by frequent calls. The structured table format requires plugins to adapt to dedicated parsing rules, automatically extract fields related to educational services, and only return preset core fields. Fields such as person-times and square meters are not universal financial fields, so dedicated mapping relationships must be preset to avoid parsing deviations from general tools. Publicly disclosed financial reports have timeliness lag, so a timeliness verification link must be added to filter expired data.
How to Configure the Settings
| Configuration Item | Recommended Setting | Rationale |
|---|---|---|
tool_field_mapping | Configure dedicated field mapping for educational service financial reports. Example: {"办学收入":"revenue","师资成本":"teacher_cost","单人次招生成本":"per_student_cost"} | Match dedicated fields for this category to avoid deviations from general parsing |
tool_data_ttl | 7776000 seconds (equivalent to 90 days) | Align with the quarterly update rhythm of educational service financial reports to ensure the latest publicly available data is used for calls |
tool_max_return_count | 10 | The number of core fields for educational service financial reports is limited, to avoid returning redundant data |
tool_timeout | 30 seconds | Align with the standard response duration of public financial report interfaces, reserve reasonable buffer space |
plugin_enable_validate | Enabled | Verify the field integrity and timeliness of returned data, filter invalid data |
tool_call_trigger | Trigger based on the fiscal quarter range specified in user queries | Match the quarterly disclosure feature of educational service financial reports, reduce unnecessary calls |
The parameter values provided on this page are common recommended starting points for configuration. Actual values are affected by material format, data volume and business rules. Specific issues require individual analysis, and it is recommended to test on your own samples before finalizing settings.
Three Common Mistakes
- Phenomenon: Raw structured data returned by tool calls is directly displayed to users without being hidden as required. Cause: The
tool_response_hide_rawconfiguration item is not enabled, so the original tool output is not filtered. - Phenomenon: Fields returned after tool calls are unrelated to educational service financial reports, including general corporate financial fields. Cause: The
tool_field_mappingparameter is not configured, and general financial field mapping rules are used instead of matching dedicated educational service fields. - Phenomenon: Tool calls return a 504 timeout status code with no valid results. Cause: The
tool_timeoutparameter is not adjusted according to the response duration of educational service financial report interfaces, and the set value is too short causing the request to not complete.
How to Confirm the Configuration Is Complete
- Initiate a query for educational service financial reports for a specific fiscal quarter, check whether the fields returned by the tool match the preset
tool_field_mapping. - View tool call logs to confirm that tool calls are only triggered when the user specifies a fiscal quarter range, with no redundant call behavior.
- Verify the timeliness of the data returned by the tool, confirm that only publicly available financial report data within 4 months after the end of the fiscal quarter is included.
- Check the response duration of the tool call, confirm that it does not exceed the configured
tool_timeoutparameter value.
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.