What the data for this category looks like
Publicly traded medical device companies’ financial report data is sourced from regular filings disclosed on Shanghai, Shenzhen, and Hong Kong stock exchanges, plus official announcements posted on company investor relations pages. Update schedules follow fixed disclosure cycles: annual reports are disclosed by the end of April each year, semi-annual reports by the end of August each year, and quarterly reports within one month after the end of each quarter. Document structures include general financial statement modules, plus medical device-specific disclosure fields such as research and development investment amounts, the number of Class III medical device registration certificates, and segmented fields tied to revenue proportions of each medical device product category. Financial amounts use RMB yuan as the unit. Registration certificate counts and product pipeline counts use integer units.
What constraints these characteristics impose on tool calling and plugins
Fixed disclosure cycles require tools to support scheduled retrieval of the latest financial report data, and prohibit the use of expired historical reports. Non-standardized formats of medical device-specific disclosure fields require tools to include configured field mapping rules to adapt to disclosure differences across company financial reports. Lengthy financial report documents contain many specialized terms and segmented modules, requiring tools to support long text chunking to avoid context overflow. Some segmented fields such as research and development investment have inconsistent disclosure standards, requiring tools to add field validity check logic to ensure the accuracy of extracted data.
How to set configurations
| Configuration Item | Recommended Value | Rationale |
|---|---|---|
UPLOAD_FILE_MAX_SIZE | 500 MB | Aligns with the average file size of medical device annual reports, prevents upload failures |
PARSE_FILE_TIMEOUT_SECONDS | 120 seconds | Matches the parsing time range for lengthy financial reports, prevents mid-process timeout interruptions |
maxContext | 8000–12000 characters | Adapts to the length of single text chunks after long financial report parsing, prevents context overflow |
field_mapping_template | Map by category: research and development, revenue, registration certificates | Medical device financial reports have dedicated disclosure modules; categorization matching improves field extraction accuracy |
trigger_schedule | 2:00 AM daily | Matches regular update windows for exchange financial report disclosures, ensures retrieval of the latest version of reports |
tool_call_max_steps | 3–5 steps | Financial report analysis requires multiple calls to data extraction and verification tools; a reasonable number of steps reduces the probability of call failures |
The parameter values provided on this page are common starting points for configuration setup. Actual values are affected by material format, data volume, and business rules. Specific issues require individual analysis, and it is recommended to test on your own samples before finalizing settings.
Three common errors
- Issue: After parsing lengthy medical device financial reports, extracted segmented revenue fields are empty or have large deviations. Cause: Long text chunking parameters are not configured, leading to context overflow that truncates key disclosure content.
- Issue: Scheduled financial report analysis tools fail to run. Cause: The
trigger_scheduleparameter is not set correctly, or the execution permission for scheduled tasks is not enabled. - Issue: No return results after calling a tool, and points are deducted. Cause: The
tool_call_max_retryparameter is not configured, no retry is performed after a single call failure, and error status codes from tool returns are not verified.
How to confirm correct configuration
- Upload a single annual report from a publicly traded medical device company, verify that dedicated fields such as research and development investment and the number of registration certificates are extracted after parsing, to confirm that the field mapping configuration is active.
- Access the scheduled task management interface, confirm that an execution plan matching the disclosure cycle has been added, and that the task status is normally enabled.
- Trigger a single tool call, check that the number of returned result segments matches the configured long text processing rules, and that there are no context overflow prompts.
- Simulate a single tool call failure, verify that the retry mechanism is triggered, and that no repeated point deductions 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.