What data for this category looks like
The data for this category comes from purchase orders, drawing specifications, supplier quality certificates, inspection equipment logs, historical quality ledgers, and supplier portals. Daily documents include versioned inspection specifications, sampling plans with defined AQL values, incoming material reports marked with batch numbers, supplier audit reports, exception contact sheets, and 8D rectification records. Data updates are generated with each batch of incoming materials. Supplier quality evaluations are completed monthly, and special audits are carried out irregularly. Document fields mostly include standardized items and units such as batch numbers, version numbers, inspection results, and rectification statuses.
Constraints for multi-turn dialogue and prompt engineering
Data sources are scattered and strongly tied to batch identifiers. Multi-turn dialogue must bind all interaction contexts for the same batch using a unique identifier to avoid mixing data across batches. Update frequencies change with each batch of incoming materials and monthly evaluations. Prompt engineering must dynamically call the latest version of inspection specifications and supplier scoring data, and configure context loading for the latest dynamic parameters. Document fields include standardized items such as batch numbers, AQL values, and rectification statuses. Multi-turn dialogue must verify the matching of input fields round by round to prevent quality clause errors in bid documents caused by misplaced fields. Error consequences directly impact production, so a compliance verification link must be added to the dialogue to ensure generated quotations match inspection data.
Configuration settings
This configuration is based on the interface and parameter logic of FastGPT v4.17.0.
| Configuration Item | Recommended Approach | Rationale |
|---|---|---|
chatId | Bind the unique identifier of the current incoming material batch | Ensure multi-turn interaction contexts for the same batch are not confused with other batches, matching the batch association characteristics of incoming material data |
messages | Retain the first 10 historical conversation messages | Cover the complete communication process for a single incoming material inspection, avoiding inspection logic breaks caused by lost context |
variables | Load the latest quality certificate and monthly scoring data of the current supplier | Dynamically obtain the latest supplier quality information to support quality commitment content in bid documents |
| Maximum context length | 8000–12000 token | Accommodate the full text of multiple inspection reports, sampling plans, and rectification records, adapting to the length requirements of category documents |
| Conversation timeout threshold | 600 seconds | Adapt to the time required for category document loading and multi-round verification |
| Field verification trigger rule | Execute according to input field matching rules | Automatically verify the consistency of fields such as batch numbers and AQL values, preventing data errors in bid documents |
Three common misconfigurations
- Calling the
variablesparameter returns empty fields, making it impossible to obtain inspection data for the corresponding batch. The cause is failure to bind the current incoming material batch viachatId, resulting in the context being unable to match the corresponding data source. - Generated bid documents include expired inspection specification versions. The cause is failure to configure the logic for dynamically loading the latest
variablesparameter, using cached old version data. - The interface displays "No permission to operate this conversation record", making it impossible to continue the current conversation. The cause is failure to correctly configure the ownership scope of
chatId, resulting in cross-session access being blocked.
How to confirm configuration is correct
- Initiate a test conversation, enter the incoming material number of a specific batch, check whether
chatIdis correctly bound to the batch identifier, and ensure subsequent interactions have correct context association. - Trigger
variablesparameter loading, verify that the latest supplier quality certificate and inspection specification version can be obtained, and confirm that the data update logic takes effect. - Submit a multi-round verification request, check whether the dialogue can match input fields round by round, and ensure there are no misplaced field issues.
- Test session permissions, confirm that multi-round interactions under the same
chatIddo not trigger permission error prompts.
The values provided are common starting points and should be measured against the reader's own samples.