What This Category’s Data Looks Like
The data for this category comes from raw material batch ledgers, workshop MES systems, slurry and coating testing equipment, dew point monitoring devices, formation and grading cabinets, and laboratory OCV and safety test reports. Daily documents include batching records, coating and calendering parameter tables, winding/lamination work orders, liquid injection ledgers, formation and grading data, and cell internal resistance and capacity test archives. Data updates occur in real time per batch and per individual cell, with some environmental monitoring data updating every second. Document fields include batch number, parameter thresholds, test results, and environmental dew point values. Units are mostly electrochemical-specific units such as ppm, mV, Ah, and others.
What Constraints These Characteristics Impose on the "Tool Calling and Plugins" Workflow
The real-time update nature of this category’s data requires tool calling to support millisecond-level device data retrieval to avoid inspection delays. Multi-dimensional professional documents require tool calling configurations to match retrieval rules for specialized fields such as coating calendering and formation and grading. The strong correlation of single-batch data requires binding the corresponding batch ID during tool calling to enable context linkage. Electrochemical systems have strict requirements for moisture and cleanliness. Tool calls for real-time data such as dew point monitoring must be triggered first. Returned results must filter invalid abnormal values. Long-cycle formation and grading data requires limiting the number of returned entries per single call to avoid context overflow.
How to Set Configurations
| Configuration Item | Recommended Setting | Rationale |
|---|---|---|
| Workflow/API tool selection | auto | This scenario requires automatic matching of specialized inspection tools such as coating calendering and formation and grading, with no need to manually specify the calling target |
| Workflow/API function-call configuration | Only allow passing specified fields such as batch number, dew point value, and internal resistance parameter | Avoid invalid parameters interfering with tool execution, aligning with the requirements of this category’s professional data fields |
| Maximum number of data returned per tool call | Top 10 entries | Formation and grading data has a large volume. Limiting returned entries prevents context overflow |
| Tool call timeout threshold | 300 seconds | Network delays may occur when pulling laboratory data. 300 seconds covers most conventional scenarios |
| Tool call result filtering rule | Filter abnormal values outside the normal range | Electrochemical systems have high requirements for environmental parameters and test data accuracy. Invalid results must be filtered in advance |
Three Common Errors
- Symptom: An interface call failure error occurs when adding the Doc2X system plugin, with the prompt "Plugin configuration missing". Cause: The API key and interface address for Doc2X were not configured in the plugin management page of FastGPT v4.17.0, and the parameter format required by this plugin was not matched.
- Symptom: The tool call returns empty results, and the logs show that the batch ID was not bound to the field. Cause: The batch number of the current job was not associated during tool calling, making it impossible to match the specialized data strongly associated with batches in this category.
- Symptom: Tool call timed out, with a status code of 504. Cause: The set timeout threshold was lower than the actual time required to pull laboratory data, and the delay characteristics of data pulling in this category were not adapted to.
How to Confirm the Configuration Is Complete
- Enter the plugin management page of FastGPT v4.17.0, view the list of configured tools, and confirm that specialized tools such as coating calendering inspection and formation and grading query are included.
- Initiate a simulated tool call, pass the batch ID of the current job, and check whether the returned results include document content such as batching and coating parameters corresponding to this batch.
- Trigger a tool call for real-time dew point monitoring data, and check whether the returned results filter out abnormal values and comply with the preset parameter range rules.
- View the tool call logs, confirm that the
toolChoiceparameter automatically matched the tool for the corresponding scenario, and no calling target errors occurred.
The values provided are common starting points and should be measured against the reader's own samples.