What Data Looks Like for This Category
This category’s data comes from formula systems, raw material batch ledgers, internal mixer operation logs, Mooney viscometers, rheometers, vulcanizer parameters, and laboratory performance test reports. Daily documents include formula sheets, weighing records, mixing curves, rubber compound quick test sheets, vulcanization process cards, mold use records, and finished product performance reports. Data updates occur per raw material batch, per rubber compound mixing batch, and per vulcanization molding cycle. Document fields include batch number, feeding weight, mixing temperature, vulcanization duration, torque curve values, tensile strength indicators, and some documents originate from professional testing institutions.
Constraints on Multi-turn Dialogue and Prompt Configuration
This category has high data update frequency, diverse data types, and tightly interrelated data. These characteristics impose multiple constraints on multi-turn dialogue and prompt configuration. First, data for each batch, mixing batch, and vulcanization cycle is independent and updated frequently. Dialogue contexts must only retrieve batch data bound to the current session, to avoid introducing irrelevant historical records. Second, documents include multiple formats: numerical values, curves, and text. Prompts must clearly specify parsing and display rules for each data type, to ensure correct matching of professional fields. Third, multi-turn traceability requires associating data across weighing, mixing, and vulcanization links. Dialogue contexts must be aggregated by business batch; retaining all historical records in chronological order introduces redundant information. Additionally, multi-user scenarios require binding a unique session identifier to prevent confusion of traceability data across different users.
How to Set Configurations
This configuration is based on FastGPT v4.17.0.
| Configuration Item | Recommended Setting | Rationale |
|---|---|---|
chatId | Bind to business batch ID, use a 32-bit unique string | Distinguish quality traceability dialogues for different batches within the same enterprise, avoid context confusion |
messages | Retain the most recent 20 dialogue turns, automatically truncate the earliest turns when exceeding the limit | Mixing and vulcanization data updates frequently, overly long context will introduce irrelevant historical data |
variables | Inject the current batch's raw material batch number and vulcanizer number | Accurately match weighing, mixing, and vulcanization records for the corresponding batch |
| Context window limit | Set to 1000–1500 tokens | Adapt to the average length of professional documents in the rubber industry, avoid exceeding model context limits |
| Dynamic prompt loading | Load from the "Vulcanization Quality Analysis" category in the knowledge base, trigger based on the current session batch | Reuse preset prompt templates for formula traceability and vulcanization anomaly analysis |
| Tool call result display | Render in real time to the dialogue window, retain original data format | Mixing curves and performance reports require complete display of original data for analysis |
Three Common Misconfigurations
- Phenomenon: Tool call results only display when re-entering the dialogue, with no return content on the first call. Cause: The context transfer logic for
messagesis not configured correctly, and the tool return from the first call is not included in the dialogue context queue. - Phenomenon: A version update notice pops up each time a new dialogue is opened. Cause: The global version prompt switch is not disabled in the dialogue initialization configuration, and the first session pop-up is enabled by default.
- Phenomenon: Chat records across multiple users cannot be distinguished, and traceability results from different users are mixed. Cause: A unique
chatIdis not assigned to each user session, reusing a fixed session identifier causes context crosstalk.
How to Verify Successful Configuration
- Call the API and check if the
chatIdparameter carries a unique business identifier. When calling the same batch ID repeatedly, the dialogue context automatically associates historical records for the corresponding batch. - Enter the current batch number, verify that the preset vulcanization quality analysis prompt template loads automatically, without requiring repeated manual input.
- Initiate a tool call to query mixing curves, check if the original data of torque changes over time is displayed in real time in the dialogue window, with no delays or missing content.
- Open a new session window, confirm that no version update notice pop-up appears, and the session initialization process runs normally.
The values provided are common starting points and should be evaluated against the reader's own samples.