What this category's data looks like
In the international student admissions and enrollment management scenario, materials such as admissions brochures, admission letters, and visa application forms each have different emphases on fields, dates, and signatures: brochures contain majors, tuition, and deadlines; admission letters contain admission numbers, registration dates, and signature fields; visa forms contain passport numbers, name spelling, and receipts. Material sources are scattered across the admissions office, departments, and the international student affairs office, and the update cadence changes with admissions batches, policy adjustments, and visa requirements. When materials enter the document parsing and chunking stage, each plays a different role: the brochure serves as the external version baseline, the admission letter serves as the individual admission credential, and the visa form serves as the compliance receipt. Parsing and chunking convert materials in different formats into data rows for reference by the subsequent version ledger and change records.
Configuration and implementation checks
This step is executed by parsing and training tasks (server-side tasks), outputting data rows and index status (parsed, indexing, indexed). The version ledger and change records are then completed by retrieval and subsequent processing. After parsing is completed, parsing and chunking immediately persist to the database as visible data rows and bind a unique data identifier; the index transitions through the three states of parsed, indexing, and completed; data pending indexing does not participate in recall; when changing models, only data whose indexing is completed is rebuilt.
| Object | Check | Verification action |
|---|---|---|
| Admissions brochure | Fields, dates, and signatures are complete and consistent with the current version | Check the major names, tuition amounts, deadlines, and signature fields in the brochure, confirm consistency with the version ledger records, and check whether the chunking parameters chunkSize and chunkSplitter are set according to the material type |
| Admission letter | Admission number, registration date, and signature receipt are consistent with the brochure's wording | Check the admission number, name spelling, registration date, and signature field in the admission letter, compare them with the corresponding fields in the brochure, and confirm that the data row status is parsed or indexed |
| Visa application form | Passport number, name spelling, and receipt are consistent with the admission letter | Check the passport number, name spelling, receipt date, and admission letter records in the visa form, and confirm that the data row status is indexed and that the rebuild scope covers only data whose indexing is completed |
| Data row | Is in one of the three states and consistent with the interface display | Open the data row to check whether the status is parsed, indexing, or indexed, and check that trainingType is consistent with the training progress dashboard |
Three common errors
- Symptom: The major name, tuition amount, or deadline for the same record does not match between the admissions brochure and the admission letter. Cause: The versions are not synchronized, old-version materials are still referenced, or the data row has not been updated.
- Symptom: The visa application form lacks a signature or receipt, causing subsequent processes to be unable to confirm. Cause: Material sources are scattered, and the signature field and receipt field have not been included in parsing and chunking verification.
- Symptom: Newly uploaded materials cannot be found, or empty data rows are left after training fails. Cause: Data pending indexing is isolated at the retrieval layer, or parsing succeeds but the index status has not transitioned to completed.
How to verify the setup
This feature's acceptance: upload one material and observe the data row status transitions and the coverage scope of the rebuild task.
Business test: change one piece of content and see whether the version number and references are updated synchronously.
- Open the data row to check whether the status is parsed, indexing, or indexed, and confirm consistency with the interface display.
- Check the file record and the data row separately, and confirm that the identifiers of the file and the data row are distinguishable.