What Data for This Category Looks Like
Data sources for the basic chemical continuous production category include DCS/SIS systems, online analyzers, LIMS laboratory management systems, equipment condition monitoring modules, energy metering nodes, and raw material storage tank sensors. Data update frequencies cover three categories: real-time, shift-based, and daily. Daily documents include operating procedures, process index cards, DCS trend charts, laboratory reports, interlock bypass records, special work permits, and shift logs. Most fields use standardized units, such as degrees Celsius for process temperature, cubic meters per hour for material flow, and megapascals for pressure.
Constraints Imposed on Multi-turn Dialogue and Prompt Engineering
Real-time updated DCS data and scheduled shift logs and laboratory reports require multi-turn dialogue contexts to support filtering associated documents by update time, to avoid calling expired data. Differentiated structures across multiple business documents require prompt engineering to clearly specify field extraction rules for different document types. For example, extract isolation media and operation time limits from interlock bypass records. The business characteristic of strong interlock control requires multi-turn dialogue to retain historical verification logic, to prevent missing key interlock conditions. Differences in update frequencies across data sources require the variables parameter to dynamically bind the latest data source identifiers, to ensure the timeliness of called data.
Configuration Settings
This configuration is based on FastGPT v4.17.0. Specific parameters are listed below:
| Configuration Item | Recommended Setting | Rationale |
|---|---|---|
variables | Bind the latest timestamps of DCS real-time data and shift logs | Match real-time, shift-based, and daily update rhythms to ensure the timeliness of called data |
messages | Retain the last 10 rounds of dialogue context | Cover business processes of multi-turn interlock verification and quotation parameter adjustment, to avoid loss of key context |
chatId | Bind the unique identifier of the current bidding project | Distinguish dialogue contexts of different bidding projects to avoid data confusion |
| Single search limit | Top 8 entries | Match the number of process documents associated with a single bid document, filter redundant information |
| Maximum context | 8000–12000 token | Adapt to the total character count of multiple business documents, meet dialogue requirements for complete process logic |
| Timeout duration | 600 seconds | Match the query response requirements of real-time data, avoid long waiting times |
| Question optimization | Calibrate based on actual measurements | Adapt to the expression habits of basic chemical professional terms, optimize dialogue understanding accuracy |
Three Common Misconfiguration Issues
- Symptom: After image packaging and deployment, uploaded process documents cannot be recognized by dialogue, with no error prompt. Cause: The file path mapping bound to
variableswas not correctly configured during deployment, causing the system to fail to access locally stored document resources. - Symptom: When calling real-time DCS data bound to
variablesin dialogue, the returned fields do not match the actual process parameters. Cause: No update timestamp filtering rule was specified for the data, causing expired historical data to be called. - Symptom: After multi-turn interlock condition verification, subsequent quotation parameters are not associated with earlier isolation requirements. Cause: The
messagesparameter was not configured to retain complete dialogue context, resulting in loss of key interlock verification information.
How to Verify Correct Configuration
- Call the data source interface bound to
variables, check the match between the returned timestamp and the current system time to confirm data timeliness. - Upload a typical process index card, trigger a dialogue query, and check whether the returned document content matches the uploaded file to confirm that the context calling logic works correctly.
- Simulate multi-turn dialogue, submit interlock verification and quotation adjustment questions in sequence, and check whether the system retains earlier key information to confirm that the
messagesparameter configuration is active. - View dialogue logs, confirm that the bidding project identifier bound to
chatIdhas no confusion, and that all configuration item parameters are correctly loaded.
The values provided are common starting points and should be measured against the reader's own samples.