What this category's data looks like
International student admissions and enrollment management involves three types of materials: admission prospectuses, admission letters, and visa application forms. Fields include name, nationality, passport number, program name, admission date, registration deadline, signature, and receipt. The admission prospectus is for publication, the admission letter is for issuance, and the visa application form is for submission; all three share the same student record. After the materials enter the model integration and configuration stage, they each take on different roles: the admission prospectus is used to explain field definitions externally, the admission letter is used to confirm admission information and signature fields, and the visa application form is used to verify the passport and dates. The update cadence follows adjustments in admission batches and visa policies, and versions and dates must be kept in sync.
Configuration and implementation checks
This step is executed by the server-side model channel configuration, which outputs model binding relationships and channel responses. "Signable material drafts and handover records" are then completed by subsequent AI nodes, code nodes, or humans. Different stages bind different model types: language models are used for dialogue, indexed models are used for retrieval, and rerank models are used to optimize ranking.
| Object | Check | Verification action |
|---|---|---|
| Admission prospectus | Name, quantity, and date are consistent with the admission letter; signature and receipt are complete | Compare the two materials field by field and check whether the version and date are in sync |
| Admission letter | Passport number, program name, and registration deadline match the visa application form | Check the signature field and receipt, and confirm the responsible person is clear |
| Visa application form | Date is consistent with the admission letter; missing items are blocked | Draft according to the template and go through one handover, and check the call records of maxContext, maxTokens, quoteMaxToken, and toolChoice |
| Model binding relationships | Language, indexed, rerank, speech synthesis, and speech recognition types correspond to the stage | Check the type labels in the model configuration and compare them with the model names returned by the channel |
Three common errors
- Symptom: The name, quantity, and date of the same record do not match between the admission letter and the visa application form. Cause: The two materials were drafted separately and the fields were not checked against the same record source.
- Symptom: The admission prospectus has been updated, but the admission letter still uses the old version. Cause: The version was not synchronized, and the version and date were not checked during handover.
- Symptom: The visa application form is missing a signature or receipt, so the next stage cannot sign off. Cause: The signature field and receipt fields were not checked against the template during drafting.
How to verify the setup
Acceptance for this feature: run one dialogue and one retrieval, check the model identifiers in the responses, and confirm that the binding relationships of the language model and indexed model are consistent with the channel responses.
Business test: draft one copy according to the template and complete one handover, and see whether missing items are blocked.
- Check the channel configuration and key source, and confirm that the channel is consistent with the connected service.
- Compare with the model names returned by the channel, and check that the model identifiers are consistent with the names listed in the documentation.