What Data for This Category Looks Like
Core data for this category comes from water source and raw material testing, formulation systems, online sugar and acidity monitoring equipment, filling equipment, visual inspection systems, and LIMS systems. Daily generated documents include formulation sheets, water treatment records, blending records, sterilization or aseptic filling records, packaging material inspection reports, and finished product inspection reports. Data updates occur per production batch, per shift, or via continuous collection. Fields include feeding parameters, water quality indicators, filling liquid levels, sealing pass rates, label batch numbers, and more. Some parameters use standard industry-specific units.
Constraints Imposed on Tool Calling and Plugins
The multi-source, high-frequency update data characteristics of this category require tool calling plugins to support integration with multiple heterogeneous data source APIs. Plugins must adapt to permission and data format requirements of different systems such as formulation systems and LIMS. Continuous real-time data collection and batch production documents require plugins to support paginated data pulling and batch parsing, to avoid overload from single API calls. Complex inspection processes and high-risk error outcomes require plugin configurations to trigger validation logic for abnormal data, and enable fast retrieval of associated abnormal records. This prevents issues including formulation or additive limit exceedances, microbial contamination, and similar problems. Unified calling of multiple document types also requires plugins to pre-set field mapping rules for corresponding document types, reducing manual configuration overhead.
How to Configure Settings
| Configuration Item | Recommended Approach | Rationale |
|---|---|---|
| Tool call trigger timing | Trigger per production batch | Matches the batch-based production workflow of this category, avoids invalid calls outside production hours |
| Workflow/API tool selection | Automatically select the tool matching the current task | Adapts to multi-source data calling needs for this category, automatically matches tools for scenarios including formulation, water treatment, and filling inspections, reduces errors from manual tool specification |
| Workflow/API function-call configuration | Enable only when custom tools are required | Adapts to complex inspection links such as differentiated feeding and sterilization processes for this category |
| Failure retry count | 3 times | Addresses factory network fluctuations or temporary API failures, prevents inspection process interruptions from a single failed call |
| Single call data limit | First 100 records | Balances data completeness and calling efficiency, matches the document scale of single-batch production for this category |
| Context window size | 8000 token | Accommodates complete production batch documents and multi-stage inspection records, supports full-process audit and validation |
Three Common Configuration Mistakes
- AxiosError 404 status code returned during plugin calls: The plugin API address is not set to the actual data interface of the corresponding factory, and a generic sample address is used incorrectly.
- BI chart plugin returns a fixed api.example.com address, and local production line data fails to load: The target API address was not updated to the factory's actual LIMS or data interface in the plugin configuration interface.
- Deep thinking tool cannot be invoked in the chat interface: The deep thinking tool is not enabled in the system plugin management, or the permission scope for tool calling is not configured.
How to Verify a Successful Configuration
- Trigger a tool call tied to a production batch, confirm that formulation sheets and inspection records for the corresponding batch are pulled successfully.
- Review plugin logs, confirm that API calls return a 200 status code with no abnormal error messages.
- Input test cases for abnormal parameter validation, confirm that the plugin triggers the preset validation logic.
- Confirm that the current FastGPT version is v4.17.0, to ensure compatibility with plugin calling logic.
The values provided are common starting points and should be measured against the reader's own samples.