What Data for This Category Looks Like
Data for this category primarily originates from environmental and power monitoring systems, access control systems, UPS monitoring equipment, and video inspection terminals. Update frequency is daily or real-time. Daily generated documents include inspection sheets, temperature and humidity records, alarm records, and duty logs. Fields cover inspection point numbers, temperature and humidity values (units: ℃ and %RH), alarm trigger times, equipment IDs, inspection results, and additional relevant fields. The content length of a single inspection record typically falls between 50 and 200 characters. The core focus is the continuous operating status of existing equipment rooms.
Constraints for Multi-turn Dialogue and Prompt Words
Data sources for this category are scattered, with varying update rhythms. Multi-turn dialogue must clearly distinguish information boundaries between different data sources, such as environmental and power monitoring and access control systems. This prevents confusion between alarm and inspection data from different systems. Daily document fields include numerical values with units and device identifiers. Prompt words must enforce matching the corresponding field formats. Failure to do so will prevent generation of documents compliant with operation and maintenance specifications. Real-time updated data requires limiting the valid duration of the context window. This avoids using expired temperature and humidity or alarm records, which would reduce document accuracy. The core focus of this category is the continuous operating status of existing equipment rooms. Multi-turn dialogue must focus on core tasks such as abnormal alarm confirmation and inspection record organization. This avoids interference from irrelevant information.
How to Configure Settings
The following configurations are formulated for FastGPT v4.17.0.
| Configuration Item | Recommended Setting | Rationale |
|---|---|---|
| Maximum Context | Previous 15 historical messages (dialogues within approximately 300 seconds) | Equipment room inspection data has strong real-time performance. An overly long context can easily mix in expired alarm records |
| Single Search Limit | Top 6 recall results | Matches the retrieval needs of three core document types: inspection sheets, temperature and humidity records, and alarm records |
| Question Optimization | Enabled | Automatically sorts out the association logic between inspection abnormalities and alarms, simplifying input content |
| Historical Message Configuration | Calibrated based on actual testing (range: 10-20 entries) | Adapts to inspection data volumes for different equipment room scales, avoiding context overflow |
| Variable Preset Template | Preset mandatory field template for inspections | Forces generated documents to include fields such as inspection points, temperature and humidity values, and alarm times |
| Conversation ID Binding Configuration | Bound to exclusive equipment room identifier | Isolates inspection data from different equipment rooms, avoiding cross-room information confusion |
Three Common Misconfigurations
- The symptom is that after increasing the number of context entries, the dialogue still fails to retain the inspection point information mentioned in the previous round. The cause is that the recalled historical messages do not limit the valid duration, mixing in expired non-daily alarm records.
- The symptom is that the generated inspection document lacks units for temperature and humidity values. The cause is that the variable preset template is not enabled, and there is no mandatory requirement to add ℃ or %RH units. This causes the document to fail to comply with operation and maintenance specifications.
- The symptom is that dialogue return results are stuck or timed out. The cause is that the single search limit is set too high, exceeding the hardware processing capacity of the local deployment. This leads to excessively long retrieval time.
How to Verify Proper Configuration
- Submit a test inspection request. Confirm the generated document includes mandatory fields such as inspection points, temperature and humidity values, and alarm times.
- Switch the conversation ID binding identifier for different equipment rooms. Confirm dialogue context does not share information across equipment rooms.
- Increase the number of context entries. Verify the dialogue can associate inspection point information from the prior round.
- Submit a query for abnormal alarms. Confirm returned results only include the same day’s environmental and power monitoring data.
The values given are common starting points and should be measured against the reader's own samples.
Question material comes from public community discussions. Configuration values are common starting points and should be measured against your own samples. Verified on 2026-10-19.