Deployment and Upgrade for Educational Services Financial Report Analysis

Educational service financial report data mainly comes from internal operational ledgers, annual audit reports, and school revenue and expenditure

What data for this category looks like

Educational service financial report data mainly comes from internal operational ledgers, annual audit reports, and school revenue and expenditure data filed with local education authorities. The update rhythm follows a quarterly basic cycle, with an annual audited official version released. Most documents are in multi-page PDF format, and include fixed fields: school operating entity filing number, enrolled student count, per-student tuition fee standard, venue rental cost, teacher compensation ratio. Units include yuan, ten thousand yuan, people, square meters, and others.

What constraints do these characteristics impose on deployment and upgrade

The multi-source data feature of educational service financial reports requires configuring permissions and mapping rules for multiple data source connections during deployment, to avoid missing data during synchronization. The quarterly update rhythm requires setting periodic parameters for scheduled synchronization tasks, to ensure timely updates of financial report data. The long PDF document format requires adjusting file parsing timeout and segmentation configurations, to adapt to complex content parsing workflows. The fixed field structure requires custom knowledge base field mapping configurations, to prevent field recognition deviations caused by general parsing. During upgrades, retain the import logic for historical filing data, to avoid inability to read historical financial reports normally after version updates.

How to set configurations

Configuration ItemRecommended ValueRationale
PARSE_FILE_TIMEOUT_SECONDS600 secondsEducational service financial report PDFs typically have many pages and complex content; default timeout values are insufficient to complete parsing
UPLOAD_FILE_MAX_SIZE2000 MBAnnual audit financial report PDFs may have large file sizes, requiring adaptation to long document upload requirements
maxContext8000–12000 charactersFinancial report content is coherent and fields are scattered, requiring sufficient context to ensure complete analysis
Recall countTop 8 entriesFinancial reports contain multiple types of business fields, requiring sufficient recalled knowledge base fragments to cover all analysis dimensions
Similarity threshold0.75–0.85Low-relevance non-financial report documents must be filtered out, retaining precise school operation data fragments
Scheduled synchronization task cycleEvery 90 daysFinancial reports are updated quarterly, matching the basic update rhythm to ensure data timeliness

The parameter values provided on this page are common starting points 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 on your own samples before finalizing settings.

Three common mistakes

  • Phenomenon: After uploading an educational service financial report PDF, "File parsing timed out" is displayed, or core fields are empty after parsing. Cause: The PARSE_FILE_TIMEOUT_SECONDS parameter was not adjusted; the default timeout duration is insufficient to complete long document parsing.
  • Phenomenon: Multi-campus administrators cannot access exclusive financial report data, resulting in an "Insufficient permissions" error. Cause: Multi-role permission groups were not configured; default settings grant full data access permissions.
  • Phenomenon: After upgrading to version 4.8.20-fix2, the custom PDF parsing service fails to start normally. Cause: The PDF_PARSE_SERVICE_URL parameter was not configured in the environment variables, or the parameter format contains errors.

How to confirm configurations are complete

  • Upload a test educational service financial report PDF, check that the parsed fields fully match the preset business fields.
  • Test access permissions for different role accounts, confirm that unauthorized accounts cannot view sensitive financial report data.
  • Trigger a scheduled synchronization task, check that the latest filing data is successfully pulled.
  • Call the agent API to initiate a financial report analysis request, check that the returned results cover all core business fields.

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.