What the Data for This Category Looks Like
Typical entities for this category are electroplating plants and hardware surface treatment workshops. Daily documents include bath solution analysis records, process parameter cards, fixture records, film thickness and adhesion reports, hazardous waste ledgers, and wastewater monitoring records. Data sources include customer surface treatment specifications, bath solution test results, rectifier operation data, online water quality monitoring data, and hazardous waste management ledgers. Updates occur per bath cycle, per shift, or per fixed monitoring cycle. Document fields include bath number, temperature, pH value, metal ion concentration, coating thickness, and other items. Professional units such as g/L and μm are included.
Constraints Imposed on Tool Calling and Plugin Workflows by This Category’s Data Characteristics
This category’s data characteristics impose multiple constraints on tool calling and plugin workflows. Unlike coating categories, this category requires focused attention to the real-time nature of bath solution and water quality data, while also meeting heavy metal emission control requirements. Data updates occur frequently and cover diverse types. Tool calling must support real-time pulling of the latest bath solution and monitoring data, while adapting to multi-format document parsing such as bath solution analysis records and film thickness reports. Documents include professional units and specific fields. Plugins must retain professional formats and field structures, and avoid losing parameters or units. Errors in process adjustment and compliance verification have serious consequences. Tool calling must include a parameter verification step to ensure returned results meet process and environmental requirements. Single-batch data processing scale is limited. The number of documents and data processed per single call must be limited to avoid timeouts or overload.
Configuration Settings
The following configurations are based on FastGPT v4.17.0, and apply to the Q&A scenario for electroplating and chemical surface treatment processes.
| Configuration Item | Recommended Setting | Rationale |
|---|---|---|
| Workflow/API tool selection | auto | Meets tool calling matching needs for multiple types of process documents |
| Document chunk length | 1000–1200 characters | Covers complete fields of a single bath solution record and process parameter card |
| Single tool call limit | First 3 entries | Matches the process data scale of single-batch hanging plating workpieces |
| Maximum context size | 8000 token | Covers content of complete process specifications and multiple monitoring records |
| Workflow/API function-call configuration | Enabled | Forces structured output of process parameters and compliance verification results |
| Tool call timeout | 600 seconds | Prevents workflow interruptions caused by long loading times |
| Query optimization | Enabled | Supports natural language query conversion for electroplating professional terminology |
Three Common Mistakes
- Symptom: Document parsing plugin fails to retrieve bath solution concentration or coating thickness data. Cause: Parsing rules are not configured for specialized document formats such as electroplating industry bath solution analysis records and film thickness reports.
- Symptom: Process parameter cards converted using the Markdown to DOCX plugin have messy formatting, and professional units are lost. Cause: The plugin fails to retain unit annotations and table alignment formats from professional documents.
- Symptom: Tool calling times out and interrupts the Q&A workflow. Cause: A single call loads too many cross-shift hazardous waste ledgers and water quality monitoring data, exceeding the configured processing limit.
How to Verify Proper Configuration
- Initiate a query that includes "current bath solution pH value", and check whether tool calling triggers corresponding document parsing and data extraction.
- Upload a bath solution analysis record document, and check whether the plugin extracts core fields such as bath number, temperature, and metal ion concentration after parsing.
- Initiate a query that includes process compliance verification, and check whether the output result is structured parameters and verification instructions.
- Test multiple rounds of different types of process queries, and confirm that no abnormal coverage or conflict issues occur with the configuration.
The values provided are common starting points, and should be evaluated against the reader’s own samples.