What the data for this category looks like
Data for general equipment intelligent due diligence reports comes from four primary sources: manufacturer factory parameter documents, equipment operation logs, third-party quality inspection reports, and industry standard specifications. Factory parameter documents are static, released fixed to specific equipment models. Operation logs are updated per equipment operation cycle. Single record intervals range from hours to days. Quality inspection reports are updated when batch production completes. Document structures include fields such as equipment model, rated power, maximum rotational speed, and maintenance cycle. Most field units use industrial standard units like kW, r/min, mm, MPa. Some fields support multiple compatible unit formats.
What constraints these characteristics impose on model access and configuration
General equipment data has many static parameters, varied update rhythms, diverse field units, and multi-unit compatibility. These traits create multiple constraints for model access and configuration. Configure an incremental index trigger rule. Static factory parameters do not need frequent full synchronization. Configure a timestamp-based incremental pull task for operation logs. Their short update intervals prevent excessive resource usage from full synchronization. Add parameter validation rules for fields with multi-unit compatibility. These rules ensure the model can recognize and unify unit formats during calls. Set reasonable segment lengths for long documents. This avoids exceeding model context limits.
How to set the configurations
| Configuration Item | Recommended Setting | Rationale |
|---|---|---|
PARSE_FILE_TIMEOUT_SECONDS | 600 seconds | General equipment documents often include long parameter tables. Parsing takes significant time. 600 seconds covers parsing for most long documents. |
MAX_CHUNK_SIZE | 800–1200 characters | General equipment documents have dense fields. 800 to 1200 character segments preserve field relationships, preventing splits from breaking parameter logic. |
INDEX_INCREMENTAL_SYNC | By update timestamp | Operation logs are updated periodically. Synchronizing incrementally by timestamp reduces duplicate indexing overhead. |
UNIT_CONVERSION_ENABLE | Enabled | General equipment fields support multiple compatible units. Enabling this unifies unit formats, reducing model understanding costs. |
PROXY_MODEL_ROUTE | Grouped by model type | General equipment due diligence requires both text generation and vector retrieval models. Grouping by model type avoids routing conflicts. |
The parameter values provided on this page are common starting points for configuration. Actual values are affected by material form, data volume, and business rules. Each scenario requires individual analysis. It is recommended to test on your own samples before finalizing settings.
Three common configuration mistakes
- Phenomenon: A
404 body not founderror occurs when configuring a proxy model. Cause: The proxy routing configuration does not separately specify the general equipment due diligence exclusive model path. Conflicts with other category routing cause path matching errors. - Phenomenon: Field mapping anomalies appear during due diligence report generation after connecting multiple types of index models and text models. Cause: Unified unit conversion and field mapping rules are not configured for different models. This causes models to fail to be compatible with multi-category data formats.
- Phenomenon: Knowledge base search return results cannot be recognized as standard JSON format when using the
qwen-maxmodel. Cause: No formatted output rule is configured for search results. Returned content includes extra line breaks or comments, which do not meet model input format requirements.
How to confirm successful configuration
- Upload a single general equipment document. Verify parsed segments retain complete fields and units, with no abnormal truncation or splitting.
- Trigger an incremental synchronization task. Check index logs to confirm only documents within the set time range are updated, with no full synchronization records.
- Call the model test interface. Verify returned result formats meet preset requirements, with no routing or format errors.
- Enable the unit conversion function. Verify parameter units processed by the model are unified to the specified standard format.
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.