This configuration is based on FastGPT v4.17.0.
What this category of data looks like
This category covers color printing, label, carton, flexible packaging, and pharmaceutical packaging processing scenarios. Daily documents include pre-press files, imposition sheets, printing process sheets, ink color matching records, first article sample approvals, barcode inspection records, die-cutting and lamination records. Data sources include customer manuscripts, color management systems, printing press operation data, ink and substrate batch archives, spectrometer test results, and barcode detector data. Updates are synchronized per order, per batch, or each time a plate is changed. Documents include fields such as version number, color parameters, batch information, and test results. Units adjust dynamically based on document type.
What constraints these characteristics impose on tool calling and plugins
Data sources are scattered and updated frequently with orders and plate changes. Tool calling must connect to multiple systems in real time and adapt to the field structures of different documents. The high-frequency update requirement means the context synchronization frequency of tool calling must match the plate change rhythm to avoid using expired ink batch or imposition information. Differences across multiple document types require plugins to identify document types and map corresponding fields, making unified calling logic impossible. For strongly validated data such as barcode inspection records and die-cutting records, tool calling return results must carry clear verification identifiers to facilitate subsequent verification in the audit link.
How to set the configuration
| Configuration Item | Recommended Setting | Rationale |
|---|---|---|
| Workflow/API tool selection | auto | Adapt to the tool calling needs of multiple types of process documents, automatically match corresponding plugins |
| Tool calling timeout | 300-600 seconds | Match the average time interval for printing process sheet review, avoid interrupting the process due to too long loading of single batch data |
| Workflow/API function-call configuration | Force trigger | Ensure that when process specification Q&A needs to call plugins to obtain real-time data, no unsupported replies will be generated |
| Plugin retry threshold | 2 times | Address occasional data transmission failures for peripheral devices such as spectrometers and barcode detectors |
| Single plugin call data limit | First 20 items | Match the number of inspection records for a single batch of printing orders, avoid returning redundant data |
| Maximum token count for plugin calls | 8000 token | Match the average character length of process documents, ensure complete loading of printing process sheet content |
Three common mistakes
- Scenario: No termination node is added at the end of the tool calling chain in process orchestration. Logs show repeated calls to the same plugin, and the process cannot end automatically. Cause: No tool calling termination rules are configured, causing the system to continue waiting for subsequent tool calling instructions and fail to terminate the current Q&A process.
- Scenario: Calling the ink color matching record plugin returns empty fields, and the interface displays empty query results. Cause: No document field mapping rules are configured, the plugin cannot identify the batch number parameter in the printing process sheet, and cannot locate corresponding data.
- Scenario: When initiating process specification Q&A, the system generates unsupported barcode inspection result replies. Cause: The
functionCallforce trigger configuration is not enabled, the system does not call the barcode detector data plugin, and directly generates fictional content.
How to confirm the configuration is complete
- Initiate a printing process sheet query that includes a batch number, check whether the plugin returns the corresponding ink color matching record, and confirm that parameter transfer is correct.
- Simulate a scenario where there is no termination node at the end of the tool calling chain, observe whether the system automatically terminates the process, and verify that the timeout configuration takes effect.
- Initiate a general process question that does not involve plugin calls, confirm that the system does not generate fictional inspection data or batch information.
- Adjust the
toolChoiceconfiguration to a specified plugin, verify that the system only calls the target plugin to obtain data.
The values provided are common starting points and should be measured against the reader's own samples.