Data Profile for This Category
Data for this category originates from multiple business documents across cement enterprise mining, raw meal, calcination, grinding, quality control, and energy departments. These documents include raw meal batching plans, kiln operation logs, laboratory test reports, quality control notices, equipment inspection records, and energy consumption reports. Data is collected from online composition analysis systems, DCS control systems, laboratory equipment, kiln and mill operation equipment, raw and fuel ledgers, and energy metering devices. Update frequencies include real-time, per-shift, and daily. Document fields cover raw and fuel composition values, kiln temperature parameters, clinker strength indicators, equipment runtime, energy consumption values, and more. Corresponding units include none, degrees Celsius, megapascals, hours, standard coal tons, and others.
Constraints Imposed on Tool Calling and Plugins
The multi-source heterogeneous data and varied update rhythms for this category require tool calling to adapt to pull logic for real-time, per-shift, and daily data. This avoids using expired or incompletely updated raw and fuel composition and kiln operation parameters. Documents contain specialized industrial parameters, so tool calling must support field parsing for industrial terminology. General document splitting rules cannot be directly applied here. Data sources include industrial control systems and metering devices, so tool calling must comply with industrial interface calling specifications. Temporal consistency of data pulls must be maintained to prevent batching plan deviations caused by asynchronous raw and fuel ledgers and online composition data. Tender documents require integration of multi-department documents, so tool calling must support batch aggregation of cross-department data. The context of a single call must match the total content volume of all included documents.
Configuration Settings
| Configuration Item | Recommended Setting | Rationale |
|---|---|---|
| Workflow/API tool selection | auto | Adapts to scenarios where tender documents require dynamic calls to multiple data plugins, automatically triggering corresponding tools to pull business data such as batching and energy consumption |
| Tool calling timeout | 300 seconds | Matches the average response time of industrial control systems and metering devices, preventing call failures caused by delays |
| Maximum single call context | 8000–12000 token | Matches the content length of aggregated multi-department business documents, preventing plugin call interruptions from context overflow |
| Workflow/API function-call configuration | Enabled | Allows plugins to call industrial data interfaces, automatically filling parameters from laboratory reports and energy reports into tender document templates |
| Maximum plugin call frequency | 10 times per batch | Matches call quotas for internal enterprise data interfaces, preventing triggering of frequency restrictions |
| Result verification rule | Match clinker strength indicator range | Ensures parameters returned by calls fall within conventional cement production ranges, preventing abnormal data from entering tender documents |
Three Common Errors
- Symptom: A
401 Unauthorizedstatus code is returned when calling a packaged interface. Cause: The application key was not obtained correctly, and appId was mistakenly used as the call key. - Symptom: Empty results or format errors occur when running plugin tasks sequentially. Cause: Temporal dependencies for tool calling were not set, and the next call was triggered before the previous plugin task completed.
- Symptom: Document fields returned by plugin calls are empty and cannot be filled into tender documents. Cause: Chunking rules were not configured based on business document type, leading to failure to correctly identify and extract specialized industrial parameters.
How to Verify Correct Configuration
- Initiate a simulated tender document generation request, and check if the corresponding data pull action is automatically triggered in the FastGPT v4.17.0 tool call logs.
- Review plugin call return results, confirming they include category-specific business parameters such as raw meal batching and energy consumption.
- Validate the tool call timeout configuration, confirming no call interruptions occur by simulating delayed requests.
- Check plugin call permission settings, confirming the
functionCallfunction is enabled to allow calling industrial data interfaces.
The values provided here are common starting points, and should be evaluated against the reader's own samples.