What the data for this category looks like
The core data involved in inspection and process record audit for welded structural component manufacturing comes from design drawings, material quality certificates, welding equipment parameters, filler metal warehouses, non-destructive testing systems, and personnel qualification ledgers. Daily processed documents include welding procedure qualifications, welding procedure specifications, filler metal issue records, welder qualification records, weld inspection reports, and repair work orders. Data updates follow the rhythm of single welds, each batch of filler metal, or each shift’s operations. Each document includes fixed fields such as base material specification, filler metal model, welder qualification number, weld inspection parameters, and repair times. These fields must meet industry-wide welding quality traceability requirements.
What constraints these characteristics impose on the "tool calling and plugins" workflow
The data sources for this category are scattered, and update timing is tightly tied to operation nodes. Tool calling must adapt to heterogeneous data formats across multiple systems, and APIs of existing business systems such as filler metal warehouses and non-destructive testing systems must be integrated in advance. Strict validation requirements for fixed fields mean complete parameters must be included during tool calls to avoid omitting mandatory fields like welder qualifications and weld inspection results. High-frequency updates for single weld data require plugin trigger timing to align with operation nodes, to prevent excessive polling that consumes excess resources. Diversity in document formats requires tool calling to support structured parsing for different document types, adapting to content structures like welding process files and inspection reports. Some documents contain non-destructive testing image data, so tool calling must support image parsing and parameter extraction to ensure accurate entry of inspection results.
Configuration Settings
This configuration is based on FastGPT v4.17.0.
| Configuration Item | Recommended Setting | Rationale |
|---|---|---|
| Workflow/API tool selection | Auto | Adapt to parsing needs for multiple types of welding documents |
| Workflow/API function-call configuration | Enabled | Support structured extraction of fields such as welder qualifications and weld parameters |
| Tool call trigger timing | Trigger upon completion of a single weld or end of a shift | Align with data update rhythm |
| Single tool call context length | 800–1200 characters | Match the core content length of a single welding document |
| Number of single recall results | Top 3 | Meet core field extraction needs for a single document |
| Tool call timeout duration | 600 seconds | Accommodate synchronization wait times for non-destructive testing data |
Three Common Configuration Errors
- Symptom: Workflow configuration fails to load when deploying a Chrome plugin. Cause: Cross-domain permissions for the plugin have not been configured in FastGPT, preventing the browser from calling backend interfaces.
- Symptom: A parameter error prompt is returned when calling the Doc2X plugin. Cause: Plugin input fields have not been configured per welding document format requirements, and mandatory parameters such as filler metal model and base material specification have not been passed.
- Symptom: Tool names and parameter lists in the workflow cannot be retrieved. Cause: The workflow’s debug mode has not been enabled, and metadata configuration for tool calling has not been exported.
How to Verify a Complete Configuration
- Submit simulated weld inspection data to trigger a tool call, and verify that returned results include mandatory fields such as welder qualification number and filler metal model.
- Review plugin call logs to confirm trigger timing aligns with single weld completion operation nodes, with no invalid call records present.
- Call the tool’s metadata interface to confirm that configured tool names and parameter lists from the workflow can be retrieved.
- Check plugin permission configurations to confirm only specified business systems such as filler metal warehouses and non-destructive testing systems have been integrated, with no unauthorized access records.
The values provided here are common starting points and should be evaluated against the reader’s own samples.