What this category of data looks like
This category of data typically comes from ERP systems, supplier shipping documents, logistics tracking information, and equipment manufacturer backends. Daily processed documents include purchase orders, delivery acceptance slips, serial number lists, and invoice materials. A single data entry links to one batch of equipment for a specific integration project. Data updates align with procurement and delivery milestones, occurring per completed purchase order or via weekly batch synchronization. Data fields include purchase order number, equipment model, serial number, delivery date, supplier name, and corresponding quantity. Common units are units, sets, or yuan.
Constraints imposed by these characteristics on source citation and traceability
The scattered nature of multi-source data requires the citation workflow to support simultaneous connection to multiple data sources such as ERP and supplier shipping documents. This avoids information bias from relying on a single data source. The update rhythm of single-batch equipment requires traceability results to bind to specific purchase order numbers. This ensures cited content matches the corresponding delivery milestone. The project association of fields requires citations to link to integration project IDs. This prevents confusion of equipment data across different projects. The uniqueness of equipment serial numbers requires traceability results to target the identifier of a single device. This prevents errors in model verification or asset registration.
Configuration Settings
| Configuration Item | Recommended Setting | Rationale |
|---|---|---|
quoteMaxToken | 800–1200 token | Matches the character length of a single delivery acceptance slip or serial number list, avoiding truncation of critical traceability information |
responseData | Only return equipment data bound to the specified purchase order | Filters redundant data from non-target integration projects, narrowing the traceability scope |
detail | Enabled | Retains core fields including serial numbers, purchase order numbers, and supplier names, meeting traceability requirements for account-physical verification |
| Maximum number of citations | Top 3 entries | Matches the standard delivery quantity of a single batch of equipment, preventing context confusion caused by excessive citations |
| Temperature parameter | Calibrated based on actual measurements | Adapts to consistency check requirements for multi-source data, preventing generated content from deviating from actual delivery information |
Three Common Misconfigurations
- Phenomenon: Interface calls return citation data that lacks the purchase order number field. Cause: The
detailconfiguration item is not enabled, so returned traceability data only retains equipment models and quantities, missing core associated identifiers. - Phenomenon: Variable citation mode does not support setting temperature parameters, and no corresponding setting button appears in the interface. Cause: The system is not correctly switched to custom variable citation mode, or the allow custom parameters switch is not checked during configuration.
- Phenomenon: Citation results include equipment data across projects. Cause: The
responseDataconfiguration item is not used to bind the specific purchase order ID, so recalled traceability data lacks project-level filtering.
How to Verify Successful Configuration
- Initiate a query targeting a single device serial number, then check whether the returned traceability data includes core fields such as purchase order number and supplier name.
- Switch to variable citation mode, check whether a temperature parameter setting entry appears in the interface, or confirm that the parameter has taken effect via the FastGPT v4.17.0 configuration panel.
- Enter a test query containing multiple purchase orders, then confirm that the returned citation data only associates the specified project ID, with no cross-project redundant content.
- Adjust the value of
quoteMaxToken, then verify whether the length of the returned traceability text matches the preset token range.
The values provided here 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.