What this category's data looks like
The data for textile manufacturing intelligent due diligence reports comes from four primary categories: customs import and export declaration forms, factory production ledgers, raw material procurement quality inspection reports, and upstream and downstream supply chain transaction vouchers. Raw material procurement data is synchronized monthly. Production ledgers are updated weekly. Customs declaration data is synchronized in real time. Document structures include structured procurement detail tables, PDF production capacity reports, quality inspection reports, and other formats. Unique fields include yarn count specification (unit: Ne), grey fabric weight per unit area (unit: g/㎡), and weaving density (unit: threads per inch). Some documents include images of production workshop sites and fabric samples.
What constraints these characteristics impose during model access and configuration
The multi-source mixed structure and unique industry terminology of textile manufacturing due diligence data require model access to support structured table parsing and multimodal image recognition capabilities. The real-time or high-frequency update attributes of raw material procurement and customs data require configuration to support scheduled incremental synchronization trigger rules. This avoids excessive resource usage from full pull synchronization. Unique units such as Ne, g/㎡, and threads per inch require the model to have industry terminology recognition capabilities to prevent field parsing errors. The presence of long documents such as annual production capacity reports requires adjusting context window and segmentation parameters to adapt to long text parsing requirements.
How to set the configuration
| Configuration Item | Recommended Setting | Rationale |
|---|---|---|
enableMultiModal | Enabled | Adapts to the parsing needs of image-based documents such as fabric samples and workshop site photos in textile due diligence reports |
maxContext | 8000–16000 tokens | Adapts to context processing for long text documents such as annual production capacity reports and long-cycle transaction vouchers |
PARSE_FILE_TIMEOUT_SECONDS | 600 seconds | Prevents parsing timeouts for large customs declaration forms and batch procurement ledgers |
incrementalSync | Enabled, set synchronization interval to 24 hours | Adapts to the high-frequency update needs of raw material procurement and customs data, reducing resource consumption from full synchronization |
fieldExtractThreshold | 0.75–0.85 | Improves extraction accuracy for unique textile fields such as yarn count specification and weaving density |
UPLOAD_FILE_MAX_SIZE | 2000 MB | Adapts to upload needs for batch production ledgers and multi-page customs declaration forms |
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. Specific issues require individual analysis, and it is recommended to test on your own samples before finalizing settings.
Three common configuration mistakes
- Symptom: The image parsing option in the interface is grayed out and cannot be enabled, with an error message showing "multimodal input not supported". Cause: The
enableMultiModalconfiguration item was not enabled correctly, or a model interface that supports multimodal capabilities was not bound. - Symptom: Model tests return
connector error, and logs show request timeouts. Cause: ThePARSE_FILE_TIMEOUT_SECONDSconfiguration value is too small to complete parsing requests for large textile ledgers or customs declaration forms. - Symptom: The online SaaS version cannot add a custom-deployed model, or model testing fails after configuring ai proxy in version v4.9.0. Cause: The model proxy interface address and access key were not filled in correctly, or the context window parameters of the deployed model were not aligned with the platform's preset values.
How to verify successful configuration
- Upload a single fabric sample image, check whether the model can recognize texture and specification information in the image to confirm the multimodal configuration is active.
- Upload an annual production capacity report with more than 100 pages, check whether the parsing task completes within the time limit set in
PARSE_FILE_TIMEOUT_SECONDSwithout timeout errors. - After configuring the incremental synchronization task, wait for the synchronization cycle to end, check whether only raw material procurement data updated on the current day is added, with no full duplicate synchronization records.
- Test extracting the yarn count specification field, check whether returned results include unique units such as
Neandg/㎡, with no field parsing errors.
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.