What the Data for This Category Looks Like
Due diligence data for automated equipment comes from three primary sources: manufacturer-published public product manuals, offline collection logs from industrial IoT platforms, and certification reports from industry compliance testing institutions. Static parameters such as model number, rated power, and physical dimensions are fixed at factory shipment and updated only when equipment is modified. Operational performance parameters including operating speed and load pressure are synced daily or in real time. Industry compliance standard parameters are updated quarterly.
Document structure is split into four core sections: basic information area, performance parameter area, compliance inspection item area, and operation record area. Fields include standardized identifiers such as equipment ID, power unit kW, speed unit r/min, pressure unit MPa, and other standard unit markers. Some non-standard equipment includes custom extended fields.
Constraints on Tool Calling and Plugins
The multi-source, mixed-update-frequency data characteristics of automated equipment require tool calling to support both scheduled synchronization of static parameters and on-demand pulling of real-time data. The diversity of fields and units requires plugins to include built-in unified unit conversion logic, to prevent analysis errors caused by unit differences across data sources. The length and segmented structure of documents require tool calling to support chapter-by-chapter parsing, to avoid single segments exceeding model context limits. The fixed field requirements for compliance inspection items require tool calling to strictly match preset validation fields, and prevent direct use of generic unstructured parsing logic.
Configuration Settings
| Configuration Item | Recommended Value | Rationale |
|---|---|---|
stop_sequence | ["\n\n", "### 合规检测", "END_OF_DOC"] | Matches paragraph separators and chapter end markers in automated equipment due diligence reports, to avoid result truncation |
plugin_api_timeout | 300 seconds | Device parameter documents have large content volumes, parsing and API calls take significant time, to prevent premature timeout |
field_mapping_rule | Preset field mapping for automated equipment categories | Matches the fixed field system of device parameters, to ensure complete parsed result fields |
unit_conversion_enabled | true | Covers unit differences across data sources, to output parameter values in unified standard units |
max_parsing_length | 800–1200 characters | Adapts to context window limits of common large models, to avoid parsing failures caused by overly long single segments |
retry_count | 2 times | Addresses scenarios such as network fluctuations or temporary API unavailability, to reduce call failure rates |
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 Misconfigurations
- Phenomenon: Tool calling returns truncated due diligence report results, containing only the first half of parameters. Cause:
stop_sequenceis not configured, or the configured stop sequence does not match the actual end marker of the report. - Phenomenon: Calling a third-party API to generate a visual report returns a
404 Not Founderror. Cause: The plugin-configured API URL does not match the deployment endpoint of the corresponding service, or the model version name is spelled incorrectly. - Phenomenon: Local deployment of a called code plugin returns an
AxiosError 404. Cause: Local service port mapping is not correctly exposed, or the local interface path configured in the plugin does not match the actual deployment path.
How to Verify Correct Configuration
- Upload an official product manual for automated equipment, trigger tool calling, and check if the returned results include the preset core parameter fields.
- Review plugin call logs, confirm that
stop_sequencematches the document end marker, with no excess or truncated content. - Simulate a single API call failure scenario, check if the plugin executes retries according to the configured
retry_count, and returns a normal result in the end. - Input parameter examples containing different units, check if the plugin automatically completes unit conversion and outputs results in unified standard units.
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.