Tool Calling and Plugins for Industrial Park Financial Report Analysis

Industrial park financial report data primarily comes from annual financial reports of park operating entities, park operation statistical bulletins

What the data for this category looks like

Industrial park financial report data primarily comes from annual financial reports of park operating entities, park operation statistical bulletins released by management committees, and regular summary reports of settled enterprises. Data updates follow the core cycle of annual official financial reports, with quarterly or monthly operational data updated as needed. Document structures include core sections such as balance sheet, rental income, occupancy rate, and property costs. Most fields are specific numerical values, with units including ten thousand yuan, square meters, yuan per square meter per month, etc. Some documents include supplementary content such as industry distribution of settled enterprises and progress of major projects.

Constraints imposed on tool calling and plugins

Dispersed data sources require tool calling plugins to support multi-source interface aggregation configuration, requiring separate integration with channels such as park operation systems and management committee public data interfaces. Long document structures require tool calling context windows to support long text parsing, to avoid call failures caused by context overflow. Multi-unit fields require tool calling parameters to add unit verification logic, preventing inaccurate analysis results from unit conversion errors. Low-frequency update rhythms require configuring scheduled triggering cycles for tool calls, to avoid repeatedly pulling historical data with no updates.

Configuration settings

Configuration ItemRecommended ValueRationale
TOOL_CALL_MAX_TOKENS12000–16000Adapts to long text field parsing and multi-tool linked context requirements for industrial park financial reports
PARSE_FILE_TIMEOUT_SECONDS600 secondsAddresses parsing time for single financial report documents, including multi-page attachments
UPLOAD_FILE_MAX_SIZE2000 MBSupports batch upload of large files such as park annual financial reports and summary reports of settled enterprises
RECALL_TOP_NTop 8 entriesCovers multi-dimensional field recall requirements for industrial park financial reports
SIMILARITY_THRESHOLD0.75Filters low-match non-financial report related data, focusing on core financial fields
TOOL_REQUEST_TIMEOUT300 secondsAdapts to response delays of park public interfaces and operation system APIs

The parameter values provided on this page are conventional recommendations used as a starting point for configuration. Actual values are affected by material format, data volume, and business rules. Specific issues require targeted analysis, and it is recommended to test on your own samples before finalizing settings.

Three common misconfigurations

  • Phenomenon: Tool calling response delay far exceeds the time taken for direct curl calls to the model API. Cause: TOOL_CALL_MAX_TOKENS is not configured to adapt to long text, causing context window overflow and triggering retransmission.
  • Phenomenon: Knowledge base search returns far fewer results than expected, or no matching results. Cause: SIMILARITY_THRESHOLD and RECALL_TOP_N are not adjusted, causing high thresholds to filter matching results for core financial report fields.
  • Phenomenon: In Docker deployment of version 4.8.21, logs repeatedly report slow operation xxxxms when parsing financial report files. Cause: PARSE_FILE_TIMEOUT_SECONDS is not increased, and database connection pool configuration is not optimized, causing database operation timeouts during file parsing.

How to verify proper configuration

  • Upload a single industrial park annual financial report document, check if parsed fields include preset financial fields to confirm the parsing logic adapts to the document structure.
  • Initiate a single tool call test, call the park public operation data interface, and check if returned results are correctly parsed and brought into the conversation context.
  • View system operation logs to confirm there are no errors related to tool call timeouts or database connection timeouts.
  • Configure a batch document parsing task, check if large files complete parsing within the preset timeout period.

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.