What Data for This Category Looks Like
Typical operators in this category are manufacturers of injection molded parts, automotive interior components, home appliance plastics, and medical plastics. Daily working documents include injection molding process cards, raw material drying records, mold history logs, inspection checklists, and material change and machine cleaning records. Data sources include resin batch and property sheets, injection molding machine parameters, mold temperature controllers, MES systems, and dimensional and appearance inspection results. Data is updated per production batch, each mold or material swap, and each shift inspection. Data fields include raw material moisture content, mold usage count, filling pressure, holding temperature, molding cycle, and other relevant metrics. Units include degrees Celsius, megapascals, seconds, and additional standard industrial units.
What Constraints These Characteristics Impose on the Forms and Interactions Workflow
Multi-source, high-frequency updated data requires forms to be split into modules by document category. This prevents field mixing that causes entry errors. High-frequency update scenarios such as mold changes, material swaps, and shift inspections require forms to support quick switching of preset templates. This adapts to entry needs for different production scenarios. Severe errors such as batch defects or mold damage require forms to set mandatory validation for key fields. This prevents missing traceability data. The category’s sensitivity to material moisture and mold temperature requires adding linked entry fields for raw material moisture content and mold temperature parameters in forms. This facilitates subsequent maintenance analysis.
How to Set Up the Configuration
This configuration is built for FastGPT v4.17.0.
| Configuration Item | Recommended Setting | Rationale |
|---|---|---|
| Form Input Fields | Split entry modules into four groups: raw materials, equipment, molds, and inspections | Matches the classification structure of daily documents, simplifies information entry for corresponding production links |
userSelect | Preset four common defect options: shrinkage, short shot, flash, warping | Covers typical industry equipment inspection and maintenance scenarios, reduces manual entry errors |
| Mandatory Field Validation | Enable mandatory validation for formInput, covering raw material batch number, mold number, and inspection time | Prevents missing key traceability data, aligns with production process compliance requirements |
| Single Recap Results Count | Top 3 entries | Matches the core associated data volume for equipment inspection, reduces interference from irrelevant information in responses |
| Context Call Limit | 1200 characters | Adapts to the text length of injection molding process parameters, avoids exceeding model processing limits |
| Timeout Setting | 60 seconds | Adapts to local device data retrieval delays, prevents interruptions during interactions |
Three Common Configuration Mistakes
- Phenomenon: The model returns maintenance suggestions that only include a small amount of associated data, and cannot cover complete maintenance scenarios. Cause: The single recap results count is set to top 1 or top 2, which does not match the associated data needs of the injection molding category.
- Phenomenon: An access failure error appears after form submission, prompting that address verification failed. Cause: Allowed external access domain names are not configured, resulting in interception of device data retrieval.
- Phenomenon: The raw material batch number entered in the form is not correctly validated. Cause: Mandatory validation for
formInputis not enabled, resulting in invalid data being submitted.
How to Verify the Configuration Is Complete
- Import category-specific documents such as injection molding process cards and mold history logs, check if form input fields automatically match document fields.
- Submit an inspection record that includes a raw material batch number, verify that mandatory validation for
formInputtriggers correctly. - Enter a common injection molding defect question, check that the recalled context length stays within the preset 1200 character limit.
- Simulate external data retrieval, verify that interactive response times meet the preset 60 second threshold.
The values provided are common starting points, and should be evaluated against the reader's own samples.