Tool Calling and Plugins for Film and Theater Financial Report Analysis

Film and theater financial report data mainly comes from theater internal operation backends, third-party box office statistics platforms, and

What the data for this category looks like

Film and theater financial report data mainly comes from theater internal operation backends, third-party box office statistics platforms, and publicly disclosed industry documents. The data update rhythm is divided into three categories: monthly box office details, quarterly operation reports, and annual financial reports. Document formats are mainly PDF and Excel. A single annual financial report usually includes fields such as box office revenue sharing, theater rent, advertising revenue, copyright expenses, number of viewers, and number of screenings. Units include ten thousand yuan, number of people, number of screenings, etc. Data fields have strong industry-specific attributes, and some fields require analysis combined with theater cooperation agreements.

The multi-source nature of film and theater financial reports requires tool calling to connect to both internal operation systems and third-party data interfaces, and requires configuring authentication parameters for multiple data sources. The high-frequency update requirement of monthly data requires tool calling to support scheduled synchronization tasks to avoid delays from manual triggers. The existence of dedicated fields requires the tool's function schema to include industry-specific parameters, and general tools cannot be directly adapted. Large PDF-format financial report files require configuring reasonable parsing timeouts and segmentation rules to prevent tool call failures caused by oversized files.

How to Set Configurations

Configuration ItemRecommended ValueRationale
maxToolCallsPerRun10 timesFilm financial report analysis requires calling more than three data sources: box office, operation, and financial reports. Limiting the number of calls avoids unnecessary resource consumption
PARSE_FILE_TIMEOUT_SECONDS600 secondsParsing a single large annual financial report PDF takes a long time. 600 seconds covers the parsing needs of most files
TOOL_SYNC_CRON0 0 2 * * *Daily 2:00 AM is a low-business period for theater operations, and synchronizing data at this time will not affect normal operations
FINANCIAL_FIELD_MAPPINGCustom mappingFilm and theater financial reports include dedicated fields such as "revenue sharing box office" and "number of viewers", which require manual mapping to general analysis fields
UPLOAD_FILE_MAX_SIZE500 MBSingle annual theater financial report PDFs usually do not exceed this size, preventing file uploads from being blocked by the system

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 case-by-case analysis, and it is recommended to test on your own samples before finalizing settings.

Three Common Mistakes

  • Symptom: Calling deepseek-r1:70b deployed via ollama returns empty tool call results. Cause: Some open-source models do not correctly implement the function definition format for tool calling. Enable tool_call_support in the model configuration of FastGPT 4.8.20 and later versions, and validate the function schema.
  • Symptom: Calling the document parsing tool in a workflow returns error 413. Cause: The UPLOAD_FILE_MAX_SIZE configuration value is smaller than the size of the uploaded financial report file, causing the file upload to be blocked by the system.
  • Symptom: Configuring a general BASEURI fails to connect to a privately deployed model. Cause: The model's `apibase and api_key` parameters are not correctly matched. Check proxy forwarding rules and authentication configurations.

How to Confirm Configurations Are Properly Set

  • Upload a single theater financial report PDF under 100 MB, and check that the file parsing status shows success.
  • Manually trigger a tool call, and verify that the returned tool parameters include dedicated fields such as "revenue sharing box office" and "number of viewers".
  • Check the system scheduled task log to confirm that the synchronization task configured via TOOL_SYNC_CRON executes on schedule.
  • When calling an ollama model, check whether the model console receives tool call function requests to confirm that the tool call link is working properly.

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.