What data for this category looks like
The core stakeholders for this category are manufacturers of power battery packs, energy storage cabinets, and BMS systems. Daily process documents include grouping rules, BOMs, welding torque records, BMS flashing records, insulation withstand voltage reports, EOL test data, and system configuration lists. Data sources include cell capacity grading data, MES systems, welding equipment, torque tools, BMS software version libraries, and EOL test benches. Update frequency is once per pack or cabinet, with synchronization each time a BMS software version changes. Document fields include cell grade, material code, tightening torque value (unit N·m), insulation resistance value (unit MΩ), and others. Each single pack or cabinet data is bound to a unique production batch and equipment identifier.
What constraints these characteristics impose on the "quote sources and traceability" link
Data sources for this category are scattered and bound to unique identifiers for individual packs or cabinets. Traceability links must accurately associate data sources with specific production batches, rather than using vague knowledge base file collection identifiers. Data updates occur frequently and are triggered per individual device or cabinet. Traceability systems must pull the latest single-item data in real time, and cannot rely on batch-cached old data. Document fields include clear physical units and process parameters. Traceability links must retain field names and unit information to avoid losing key process details. Consequences of errors include thermal management issues, insulation failure, or system shutdown. Traceability information must quickly locate specific production links to ensure issues can be traced.
How to set up the configuration
This configuration scheme is compatible with FastGPT v4.17.0.
| Configuration Item | Recommended Approach | Rationale |
|---|---|---|
quoteMaxToken | 800–1200 characters | Matches the average content length of single process documents for this category, to avoid truncating key parameters |
responseData | Return unique identifiers and corresponding fields of raw data | Meets the requirement to trace back to specific data sources such as cell capacity grading data and welding torque records |
detail | Display storage node and update time of quote sources | Adapts to the frequency characteristics of this category's data updated per pack/cabinet or version |
| Single search limit | Top 5 entries | Covers the number of core documents related to single-pack processes, to avoid redundant information |
| Quote timeout threshold | 25–35 seconds | Adapts to the response delay range of equipment data such as MES and EOL test benches, calibrated based on actual measurements |
Three common mistakes
- Phenomenon: Quote results only show collection IDs of knowledge base files, and cannot locate specific production records for individual packs. Cause: Configured
responseDatato use the overall identifier of knowledge base files, instead of using the unique ID of individual business data. - Phenomenon: After enabling variable reference mode, the temperature setting control disappears, and generation parameters cannot be adjusted. Cause: Did not retain an independent editing entry for conversation parameters in variable reference configuration, so the system automatically locks generation parameters.
- Phenomenon: Quote results only show content from the current Q&A, and do not associate with previous process verification records. Cause: Did not configure the
detailparameter to retain traceability association fields for multi-turn conversations, only extracting Q&A content from the current turn.
How to confirm the configuration is complete
- Initiate a query about the grouping rules for a specific production batch of cells, check whether the returned quote includes a unique identifier, and confirm that the identifier can match the production data of the corresponding batch.
- View the quote details panel, confirm that storage nodes and update times are displayed, consistent with the characteristics of data updated per pack or version.
- Enable variable reference mode, confirm that the temperature setting control displays normally, and parameters can be adjusted normally.
- Initiate two consecutive queries related to process verification, confirm that the second quote associates with the first round's verification records and historical data.
The values provided are common starting points and should be measured against the reader's own samples.