What Data Looks Like for This Category
This category's data primarily comes from order design systems, sheet material and wood batch ledgers, CNC cutting and drilling equipment logs, ERP/MES systems, and moisture content testing equipment. Daily documents include order disassembly drawings, cutting lists, edge banding and drilling programs, coating process specifications, hardware accessory lists, and assembly and packaging records. Data updates occur in sync with order creation, daily equipment inspection logs, and each batch of raw material deliveries. Fields include precise panel dimensions, sheet moisture content, hardware models, cutting program parameters, and other relevant details.
What Constraints These Characteristics Impose on Multi-turn Dialogue and Prompts
Custom order-driven production creates multiple associated dimensions for single-batch data. Multi-turn dialogue must retain contextual information such as order numbers and panel batches to avoid cross-order confusion. Fields like panel dimensions and process parameters have strict precision requirements. Prompts must explicitly limit retrieval scope to equipment documents linked to the current order, to prevent interference from cross-batch data. Frequently updated equipment logs and process documents require dialogue context windows to sync latest data in a timely manner, avoiding calls to outdated inspection and maintenance guidelines. Custom production often includes large numbers of panels per order. Dialogue context must limit redundant information to avoid exceeding model processing limits.
How to Set Configurations
This document is compatible with FastGPT v4.17.0.
| Configuration Item | Recommended Setting | Rationale |
|---|---|---|
| Maximum Context Window | 8000–12000 characters | Matches the total length of documents linked to multiple panels per single order, to avoid truncation of critical information |
messages History Turn Limit | First 8–12 turns | Filters redundant dialogue unrelated to current equipment inspection, focusing on the current question chain |
variables Parameter Binding | Filter by current order number | Ensures only exclusive documents such as order disassembly drawings and equipment programs linked to the current order are retrieved |
| Single Recall Result Count | First 5–7 results | Aligns with the typical volume of equipment documents for this category, avoiding information overload |
| Dialogue Timeout Threshold | 240–300 seconds | Matches the operational response rhythm of on-site equipment inspections, preventing mid-process interruptions |
chatId Persistence Configuration | Bind to user session pool | Ensures dialogue records load normally across page refreshes |
Three Common Mistakes
- Issue: Dialogue steps return a 422 status code, while knowledge base retrieval operates normally. Cause:
variablesparameter filtering for current order data was not configured correctly, leading to cross-order retrieval triggering interface validation. - Issue: Historical records disappear after refreshing the front-end dialogue window, while full records are visible in the backend management interface. Cause:
chatIdpersistence storage rules were not configured correctly, and the session identifier was not bound to the backend session pool. - Issue: Process parameters returned by equipment inspection dialogue do not match the actual batch. Cause:
variablesbound sheet material and equipment log data were not updated per order batch, leading to calls to outdated documents.
How to Verify Proper Configuration
- Initiate an equipment inspection question that includes an order number, and confirm returned documents only include exclusive content such as disassembly drawings and cutting lists for that order.
- Launch multiple consecutive related questions, and check that the dialogue context retains previous order information and equipment parameters.
- Trigger a front-end dialogue window refresh, and confirm historical records load normally without loss.
- Simulate a long period of inactivity, and check that the dialogue completes responses within the set timeout threshold without interruptions.
The values provided are common starting points and should be measured against the reader's own samples.