What this category's data looks like
International student admissions and enrollment management materials include international student admission brochures, admission letters, and visa application forms; the fields, dates, and signatures of the three interlock with one another. The admission brochure provides the program and deadline, the admission letter confirms the admission level and registration deadline, and the visa application form carries personal information and signature receipts. The material sources are admissions system exports, admission archive copies, and visa submission copies, and the update cadence advances with rolling batches and supplementary document receipts. When entering the multi-turn dialogue and prompts feature, the admission brochure serves as the draft for the visible scope and identity description, the admission letter serves as the credential for identity and level verification, and the visa application form serves as the object for checking signature and receipt completeness. Together the three determine the visible boundary of the external entry point and authorization scope; if any material lacks a signature or its version is not synchronized, restricted identities will see content they should not see.
Configuration and implementation checks
This part is executed by the memory turn count and prompt configuration in the application settings, and the output references the historical message range and answer constraints. "The external entry point and authorization scope" are determined by the publishing service and file permissions, and the model only processes filtered materials. The memory turn count controls how many previous turns of dialogue can be referenced at most when answering; if the value is too small, prior context cannot be used, and if the value is too large, irrelevant content is brought in and consumption increases.
| Object | Check | Verification action |
|---|---|---|
| International student admission brochure | Consistent with the program name, deadline, and signature field in the admission letter and visa application form | Check the current value in the application settings, and run a trial with two consecutive questions to verify whether the brochure fields are correctly carried forward |
| Admission letter | Consistent with the admission level, registration date, and receipt in the admission brochure and visa application form | Run a trial with two consecutive questions, verify whether the second turn can carry forward the reference from the first turn, and compare the dates in the two materials |
| Visa application form | Complete and consistent with the name, quantity, signature, and receipt in the admission brochure and admission letter | Compare the usage records of two runs, and verify whether the signature field and receipt in the application form are complete |
| Memory turn count | Matches the prior context range required by the question | Check the current value in the application settings, and compare the usage records of two runs |
Three common errors
- Symptom: The program name and deadline for the same record do not match between the admission brochure and the admission letter. Cause: The two materials were exported from different batches, and no field-level comparison was performed.
- Symptom: The visa application form lacks a signature or receipt, yet restricted identities can still enter the external entry point. Cause: Signatures and receipts were not included in the visible scope determination, and the versions were not synchronized.
- Symptom: When the second question uses a reference, the answer does not address the question, and responses become slower with increased consumption. Cause: The memory turn count is too large and brings in irrelevant content, and the opening message is treated as prior context.
How to verify the setup
Acceptance for this feature: ask two consecutive follow-up questions, see whether the second question carries forward the reference from the first question, and check whether messages, variables, and chatId enter the reference according to the configured scope.
Business test: access once with a restricted identity, and see whether the visible scope matches the configuration.
- Check the current value of the memory turn count in the application settings, and run a trial with two consecutive questions to confirm that the second question carries forward the reference from the first question.
- Compare the usage records of two runs, verify that usage changes accordingly after adjusting the turn count, and check whether the dates and signatures in the admission brochure, admission letter, and visa application form are consistent.