What the Data for This Category Looks Like
Data primarily comes from public periodic reports and temporary announcements of listed companies disclosed by the Shanghai and Shenzhen Stock Exchanges, as well as monthly production and sales data released by industry associations. The update schedule is as follows: quarterly reports are disclosed within 10 working days after the quarter ends, and annual reports are disclosed by April 30 of the following year. Most documents are structured PDF announcements, including fields such as operating revenue, operating costs, inventory book value, number of direct-operated stores, online channel revenue, etc. Numeric units are primarily RMB yuan or ten thousand yuan, and store count units are stores.
What Constraints Do These Characteristics Impose on Tool Calling and Plugins
PDF financial reports disclosed by exchanges contain redundant content such as headers, footers, and page numbers. Targeted content filtering rules must be configured before tool calling to avoid interference with core field extraction. Financial report disclosure timings are fixed and concentrated in fixed cycles, so plugins must adapt to this schedule with scheduled fetch logic to ensure the latest disclosed reports are called. Apparel and home textiles financial reports include non-standard financial fields such as direct-operated stores and online channels, so dedicated field extraction rules must be specified for tool calling to avoid confusion with fields from other industries’ financial reports. The update frequency of monthly production and sales data is higher than that of periodic reports, so plugins must distinguish between the two data sources and set different fetch intervals.
Recommended Configuration Settings
| Configuration Item | Recommended Value | Rationale |
|---|---|---|
parse_pdf_segment_length | 800–1200 characters | Structured content per page of apparel and home textiles financial reports is approximately 1000 characters. This segment length adapts to single-page parsing and avoids cross-page field splitting errors |
plugin_fetch_cron | 0 0 2 * * * | Triggers fetching at 2:00 AM daily, covers newly disclosed report announcements from the previous day, and adapts to the update schedule of fixed disclosure timings |
tool_call_required_fields | operating revenue, operating costs, inventory book value, number of direct-operated stores | Limits extraction of core analysis fields for apparel and home textiles financial reports, reduces interference from non-target content, and improves tool calling accuracy |
max_tool_call_rounds | 3 rounds | Apparel and home textiles financial report analysis requires multiple rounds of field verification and data aggregation. 3 rounds cover the complete analysis process and avoid invalid loops |
plugin_timeout_seconds | 300 seconds | Sufficient time is required to complete content extraction and field mapping when parsing multiple financial reports in batches, preventing task interruption due to timeout |
The parameter values provided on this page are common starting points 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 Mistakes
- Phenomenon: The tool calling interface returns a
400 Bad Requesterror code. Cause: Thetool_call_required_fieldsparameter is not configured correctly, and field names that do not exist in apparel and home textiles financial reports are passed in, causing interface verification to fail. - Phenomenon: The results returned by tool calling do not include industry average data stored in the knowledge base. Cause: The industry knowledge base is not bound to the call source of financial report data. Tool calling only triggers the financial report parsing plugin and does not associate knowledge base recall.
- Phenomenon: When debugging tool calling, an extra
0character appears at the end of the output result. Cause: The plugin mistakenly identifies page number digits in headers and footers as trailing characters of revenue data when parsing financial reports, and theparse_pdf_exclude_header_footerparameter is not configured to filter redundant content.
How to Confirm Proper Configuration
- Upload a single PDF of an apparel and home textiles listed company’s financial report, and check whether the fields in the parsed result match the
tool_call_required_fieldsconfiguration. - Manually trigger the plugin fetch task, and verify whether the published times of the fetched announcements fall within the most recent disclosure cycle.
- Run the tool calling debugging process, and check whether the number of returned rounds does not exceed the configured value of
max_tool_call_rounds. - Check whether the plugin list page matches the name of the system plugin, and confirm that the custom plugin configuration is not overwritten by the system default configuration.
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.