Data Structure for This Category
Glass category data comes primarily from manufacturing enterprise product parameter manuals, compliance reports from third-party testing institutions, supply chain-synced SKU ledgers, and offline store display materials. Full data updates trigger when new SKUs launch. Existing SKUs receive parameter reviews every six months. Document formats are mostly structured tables or multi-page PDF parameter descriptions, with some accompanying CAD installation drawings. Fields include product model, nominal thickness, bending strength, thermal expansion coefficient, fire resistance rating, and compliance certification number. Thickness uses millimeters as the unit, strength uses megapascals, and thermal expansion coefficient uses per degree Celsius.
Constraints on Workflow Orchestration
Glass category data has many structured parameters and a clear unit system. Workflows must prioritize matching professional parameter terms during retrieval to avoid generalized recall. This meets accuracy requirements for financial scenario marketing content. Data update frequency is uneven, with frequent new SKU launches. Workflows must support flexible data source synchronization triggers to adapt to financial institutions’ need to quickly launch marketing materials. Documents include CAD drawings and long compliance descriptions. Parsing nodes must handle complex file formats and long parsing durations to ensure accurate installation instructions in marketing content. Glass marketing content in financial scenarios must match compliance certification requirements and customer decoration demand tags. Workflows must add compliance verification and customer tag matching steps to ensure output aligns with industry regulations and customer needs.
Configuration Settings
| Configuration Item | Recommended Value | Rationale |
|---|---|---|
| Number of Retrieved Entries | Top 8 | Glass product parameter documents are mostly structured short texts with a small number of long parameter descriptions. Retrieving the top 8 entries covers core parameters, meeting the accuracy requirements for financial marketing content. |
| Similarity Threshold | 0.72–0.80 | Glass parameter terms have high professionality. A threshold that is too low may introduce irrelevant parameters, while a threshold that is too high may miss matching items. This range balances precision and coverage. |
PARSE_FILE_TIMEOUT_SECONDS | 120 seconds | Glass CAD drawings and PDF testing reports typically have many pages, leading to long parsing times. This duration covers the parsing needs of most complex files. |
| Global Variable Scope | Workflow Global | Variables such as datasetid and compliance standard ID exclusive to the glass category must be reused to avoid repeated configuration and improve workflow maintenance efficiency. |
| Knowledge Base Update Trigger Method | Manual trigger + auto trigger on new SKU upload | Glass SKU update frequency is uneven. Auto trigger adapts to newly launched products, while manual trigger is used for parameter reviews of existing SKUs, matching the marketing material update rhythm of financial institutions. |
| Chunk Length | 800–1200 characters | Glass product documents include both short parameter entries and long installation instructions. This range balances retrieval precision and context completeness. |
Three Common Configuration Mistakes
- Multiple knowledge base retrieval nodes exist in the workflow. Only the first node returns relevant glass product knowledge base content, while remaining nodes only return generic responses. This happens when the switch to reuse previous context is not enabled in subsequent retrieval nodes, or the global knowledge base ID parameter is not passed correctly.
- A
datasetidglobal variable is configured, but the knowledge base retrieval node cannot read its value. This happens when the global variable scope is not set to workflow global, or the variable name has spaces or spelling errors. - A
FILE_PARSE_TIMEOUTerror occurs when parsing third-party glass testing report PDFs. This happens when the testing report has many pages, and thePARSE_FILE_TIMEOUT_SECONDSparameter is not adjusted to a suitable duration.
How to Verify Proper Configuration
- Access the workflow variable management page. Confirm global variable names, scopes, and configured values match the target knowledge base.
- Trigger a test run. Enter different glass product-related questions in sequence. Check that each retrieval node returns corresponding knowledge base matching results.
- Upload a glass CAD drawing or testing report. Confirm the parsing task status shows successful, with no error logs.
- Adjust retrieval-related configurations and run another test. Confirm retrieval result relevance meets expectations.
The parameter values provided on this page are common recommended starting points for configuration. Actual values are affected by material form, data volume, and business rules. Specific issues require individual analysis. It is recommended to test on your own samples before finalizing settings.
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.