What this category's data looks like
Materials for scheduling and class cancellation in training institutions mainly consist of class schedules, class cancellation records, and class adjustment applications. They come from campus academic affairs systems and paper sign-offs, and are updated in sync with weekly class sessions and class adjustment events. Class schedules contain fields for course, class, teacher, time slot, and venue; class cancellation records contain student, class session, cancellation date, and signature or receipt; class adjustment applications contain original class session, new class session, application date, and approval signature. When the materials enter the model integration and configuration function, class schedules and class cancellation records serve as retrieval corpus, and class adjustment applications serve as the source of basis entries. The model is only responsible for dialogue and retrieval and does not change the permissions of the materials themselves.
Configuration and implementation checks
This part is executed by the server-side model channel configuration, outputting model binding relationships and channel responses. The basis entries that can be traced back to the original text are then completed by dialogue and retrieval using that model. Models are divided into five categories: language, indexing, reranking, speech synthesis, and speech recognition. Different stages bind different model types.
| Object | Check | Verification action |
|---|---|---|
| Class schedule | Fields include course, class, teacher, time slot, and venue; the date and signature must be consistent with the current version | Check whether the class schedule fields match the course, class, and date in the class cancellation records, and check whether the signature or receipt is complete |
| Class cancellation record | Fields include student, class session, cancellation date, and signature or receipt; the quantity and date must be consistent with the class schedule | Verify the class session and date of the class cancellation record against the class schedule, and check whether the name and quantity of the same record are consistent in both materials |
| Class adjustment application | Fields include original class session, new class session, application date, and approval signature; the version must be current | Check whether the original class session and new class session in the class adjustment application can be traced back to the class schedule and class cancellation records, and check whether the approval signature is missing |
| Model binding relationship | The model type corresponds to the stage to be used, and the model identifier is consistent with the name listed in the documentation | Check the type annotation in the model configuration, compare it with the model name returned by the channel, and check whether maxContext, maxTokens, quoteMaxToken, and toolChoice are set according to the stage |
Three common errors
- Symptom: The name, quantity, or date of the same class session does not match between the class schedule and the class cancellation record. Cause: The two materials were not synchronized to the same version, or the original class session was not checked during entry.
- Symptom: The class adjustment application lacks an approval signature or receipt, causing the basis entry to be unable to trace back to the original text. Cause: The class adjustment event did not complete the sign-off process, and the materials were not archived.
- Symptom: Retrieval reports an indexing model-related error or authentication failure, and the answer style changes abruptly after switching models. Cause: The model type does not match the stage, or the channel key is inconsistent with the integrated service.
How to verify the setup
Acceptance of this function: run one dialogue and one retrieval, check the model identifier in the response, confirm it is consistent with the name listed in the documentation, and check whether maxContext, maxTokens, quoteMaxToken, and toolChoice are set according to the stage.
Business test: ask a basis question that spans materials and see whether the answer provides a traceable source, for example, whether the original class session in the class adjustment application matches the date and signature in the class cancellation record.
- Check the type annotation in the model configuration, compare it with the model name returned by the channel, and check whether the channel configuration and key source are consistent with the integrated service.
- Check fields, dates, and signatures item by item according to the class schedule, class cancellation records, and class adjustment applications, and confirm that the name, quantity, and date of the same record match in both materials and that the version is current.