What this category's data looks like
Data for this category comes from daily production documents of electroplating plants, electronic connector workshops, and hardware surface treatment facilities. These documents include bath solution analysis records, process parameter cards, fixture usage logs, film thickness and adhesion reports, hazardous waste management ledgers, and wastewater monitoring records. Data collection sources include customer surface treatment specifications, bath solution test results, rectifier operation data, online water quality monitoring results, and hazardous waste management ledgers. Update frequencies align with production workflows. Updates occur per bath cycle, per shift, and on fixed monitoring cycles.
What constraints these characteristics impose on tool calling and plugins
Data sources for this category are scattered, and update frequencies are inconsistent. Tool calling must support real-time access and parsing of multi-source heterogeneous data. It must adapt to production documents in different formats, such as bath solution analysis, rectifier parameters, and wastewater monitoring data. It must also follow the toolChoice configuration logic. Since data update frequency changes with production stages, tool calling must support on-demand triggering. This avoids redundant requests or data lag caused by fixed-cycle pulling. Production errors directly lead to batch rework and compliance penalties. Tool calling must include built-in parameter verification logic. It must conduct compliance checks on calling results for core parameters such as bath solution composition, temperature, and current. It must also enable functionCall format parameter passing.
How to set configurations
| Configuration Item | Recommended Setting | Rationale |
|---|---|---|
| Workflow/API tool selection | auto or specified tool list | This category requires calls to fixed tools such as bath solution analysis and rectifier data. auto can automatically match required scenarios, and specifying a list avoids calling irrelevant tools |
| Workflow/API function-call configuration | mandatory enable | Equipment inspection and maintenance Q&A needs precise tool calls to obtain real-time production data. This format ensures tool call parameters and return results meet business requirements |
| Tool call timeout | 300–600 seconds | Data collection and return for tasks such as bath solution tests and wastewater monitoring may take extended periods. This interval covers most production data acquisition processes |
| Number of returns per single tool call | first 3–5 entries | Equipment inspection and maintenance Q&A needs to accurately obtain core data. Too many entries will interfere with problem judgment. This quantity focuses on valid information |
| Tool return result verification | enable parameter legality verification | Core parameters for this category, such as bath solution concentration and current value, must comply with process specifications. Verification avoids production risks caused by incorrect tool calls |
| Multi-source data access configuration | bind corresponding tools by data source | Data for this category comes from different channels such as bath solution tests and rectifiers. Binding allows precise calling of tools for the corresponding data source |
This configuration is optimized for FastGPT v4.17.0.
Three common errors
- When calling the chart tool to generate production data visualization charts, the output is empty or has no valid graphics. This occurs because dedicated production data sources for this category, such as bath solution and rectifier data, are not bound. The tool cannot obtain valid data to generate charts.
- A 400 status code error is returned when configuring tool calls. This happens because tool parameters do not adapt to the field format of this category. Examples include failing to correctly pass the unit parameter for bath solution concentration, or missing required process card number fields in the request body.
- Tool calls fail with an error when switching to a non-qwen model. This occurs because the model’s support for
functionCallformat tool call requests is not confirmed. This category requires precise tool calls, and only models that support this format can operate normally.
How to confirm the configuration is complete
- Launch a test query that includes bath solution parameters. Check whether the tool automatically calls the corresponding data acquisition tool and returns valid results.
- Trigger the tool call workflow. Check whether the return results include dedicated fields for this category, such as bath solution concentration and film thickness indicators, and whether the format complies with process document requirements.
- Switch to a non-qwen model that supports
functionCall. Verify that tool calls can execute normally without errors. - Simulate input of abnormal parameters. Check whether the tool triggers the verification logic and returns clear error prompts.
The values provided here are common starting points. They should be evaluated against the reader's own samples.