What the data for this category looks like
Dairy enterprise financial report data is primarily sourced from periodic reports and temporary announcements publicly disclosed by domestic and overseas stock exchanges. The update schedule follows regulatory requirements: quarterly reports are released within one month after the end of the quarter, annual reports are released within four months after the end of the year, and major event announcements are updated in real time. Document structures include core business modules: category-specific revenue, raw material procurement data, channel sales details, R&D investment, cash flow details, and more. Field units use standardized measurement units such as RMB yuan, tons, and pieces. Fields including single-category revenue and procurement volume clearly mark their measurement calibers.
How These Characteristics Create Constraints for Tool Calling and Plugins
The multi-source, non-standardized structure and real-time update requirements of dairy industry financial reports create multiple constraints for the tool calling process. First, publicly disclosed documents exist in multiple formats such as PDF and HTML, and field names and unit calibers vary across different enterprises. Tools must support multi-format parsing and field mapping configuration. Second, quarterly reports and annual reports have significant length differences; annual reports contain large amounts of detailed business data, so tool calling must adapt to long-text processing logic. The real-time announcement pull requirement requires tools to use trigger-based update rules to avoid invalid pulls consuming resources. In addition, the text volume of a single financial report may exceed the single transmission limit of the interface, requiring adjustment of chunked transmission parameters.
Configuration Settings
| Configuration Item | Recommended Value | Rationale |
|---|---|---|
PARSE_FILE_TIMEOUT_SECONDS | 300 seconds | Annual reports for dairy enterprises have large volume. The default 120-second timeout cannot complete full parsing, and 300 seconds covers most long-document parsing needs |
UPLOAD_FILE_MAX_SIZE | 200 MB | PDF or HTML files of annual reports for listed dairy enterprises usually exceed 50 MB. 200 MB covers the size upper limit of most financial report files |
maxToolCallSteps | 8–12 | Financial report analysis requires calling tools such as data pull, field extraction, and classification and summary in sequence. 8-12 times covers the complete analysis process and avoids invalid loops |
MCP_HTTP_TIMEOUT | 180 seconds | Pulling public financial report data from exchanges across platforms requires waiting for interface responses. 180 seconds covers most regional network delay scenarios |
fieldMappingMode | Smart matching + manual calibration | Field names for category-specific data in dairy enterprise financial reports are inconsistent. Smart matching covers most standard fields, and manual calibration handles personalized naming |
enableStreamableResponse | Enabled | During long-document parsing and multi-tool calling, streaming response reduces user waiting perception and adapts to the MCP streamable HTTP interaction logic |
The parameter values provided on this page are common recommended 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 Configuration Errors
- Phenomenon: A 413 Request Entity Too Large error is returned when calling tools to pull financial report data. Cause: The
UPLOAD_FILE_MAX_SIZEconfiguration item is not adjusted, or chunked transmission is not enabled. The file size of dairy enterprise annual reports exceeds the single transmission limit of the interface. - Phenomenon: The complete tool calling process is directly displayed in the final output result and cannot be hidden. Cause: The
hideToolCallProcessconfiguration item is not enabled, or its value is set tofalse. - Phenomenon: When using the qwen3 model for tool calling, the model automatically enters inference mode and cannot be forced to use tool calling mode. Cause: The
toolCallRestrictionparameter is not configured, and rules to disable inference mode are not specified, causing the model to independently select the inference path.
How to Verify Proper Configuration
- Upload an annual report file of a dairy enterprise, verify that the parsing process completes, and adjust
PARSE_FILE_TIMEOUT_SECONDSuntil no timeout errors occur. - Trigger a complete financial report analysis tool calling process, check whether the output result includes intermediate tool calling steps, and adjust the
hideToolCallProcessconfiguration item as needed. - Initiate a tool calling request using the qwen3 model, confirm that the model only calls tools and does not enter inference mode, and adjust the
toolCallRestrictionparameter until the expected behavior is achieved. - Upload a single large-volume dairy financial report file, verify that interface transmission works normally, and adjust
UPLOAD_FILE_MAX_SIZEand chunked transmission parameters until no transmission errors occur.
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.