What This Category’s Data Looks Like
Typical entities in this category are carbonated drink, juice, tea, functional beverage, and packaged drinking water factories. Daily documents include single-batch formula sheets, water treatment logs, blending records, sterilization or aseptic filling logs, packaging material inspection reports, and finished product inspection reports. Data sources include water source and raw material test results, formula system parameters, online sugar and acidity monitoring data, filling equipment operation logs, visual inspection results, and LIMS system records. Data updates occur per production batch, per shift rotation, and via continuous real-time collection. Fields cover raw material input quantity, test indicator values, equipment operation parameters, product batch number, shelf life, and other relevant metrics.
What Constraints These Characteristics Impose on Tool Calling and Plugins
Since data is updated per production batch and shift and collected continuously, tool calling must support accurate pulling of corresponding documents by batch or time interval. This avoids redundant data interfering with quotation calculations. Daily documents cover multiple links including formulas, water treatment, and filling. Plugins must support cross-data source association, binding raw material test data with formula sheets to ensure the accuracy of feeding instructions in bid documents. Given risk points such as formula compliance and microbial control, tool calling must lock read-only permissions for the corresponding data sources. This prevents unauthorized modification of production records. Due to the high frequency of product switching, plugins must adapt to document structure differences across different categories. This avoids field matching errors.
How to Set the Configuration
| Configuration Item | Recommended Setting | Rationale |
|---|---|---|
| Workflow/API tool selection | auto | Automatically select tools suitable for bid document preparation, no need to manually specify call targets |
| Workflow/API function-call configuration | Enable forced function calling | Ensure tool calls return structured raw material costs and test data for easy embedding into quotation calculations, based on the plugin configuration logic of FastGPT v4.17.0 |
| Maximum context length | 8000–12000 characters | Bid documents need to splice multiple production documents, sufficient context ensures the integrity of information for tool calls |
| Timeout period | 300 seconds | Need to pull multiple LIMS, formula system, and equipment logs, reserve sufficient interface call duration |
| Result filtering rules | Only retain production records from the last 14 days | Bid quotations must be based on recent compliant data, avoid using expired raw material test results |
| Data source binding rules | Associate corresponding documents by production batch | Data is updated per production batch, ensure that bid documents use compliant production data for the corresponding batch |
Three Common Mistakes
- Issue: The CSV data set generated by the API call and the content generated on the interface have missing fields or mixed batches. Cause: The parameter for filtering CSV data by production batch is not specified, resulting in cross-batch production records being included.
- Issue: Tool calls cannot be triggered in team plugin mode, and the call returns an "unauthorized tool call" error. Cause: The
functionCallpermission is not enabled in the team plugin configuration, causing the tool call function to be disabled. - Issue: Quotation calculation results are abnormal after global variable assignment. Cause: Category-specific feeding fields such as concentrate and additive dosage are not bound, resulting in parameter values that do not meet compliance requirements for beverage production.
How to Confirm Proper Configuration
- Initiate a simulated call, and verify that the returned tool call result is associated with the formula sheet and test report of the specified production batch. Confirm that the data source binding logic takes effect.
- Check the team plugin configuration items, and confirm that the
functionCallpermission is enabled. This avoids triggering unauthorized error messages. - Enter a simulated bid quotation requirement, and verify that the global variables returned by the tool call cover category-specific feeding and test fields.
- Verify the API call timeout configuration, and confirm that no timeout exception occurs when pulling multiple production documents.
The values provided are common starting points and should be measured against the reader's own samples.