What this category's data looks like
Self-funded study abroad application services involve three types of materials in the material drafting and responsibility handover stages: study abroad service contracts, school application forms, and personal statements. The study abroad service contract records the service items, fee agreements, rights and responsibilities of both parties, and the signing date, and is the starting point of responsibility handover; the school application form contains the applicant's identity information, educational history, intended program of application, and submission date, and the field formats vary by institution; the personal statement is the applicant's self-narrative text and must remain consistent with the contract and application form in name, experience dates, and program names. When these three types of materials enter the knowledge base retrieval node, they serve as the retrieved original sources, each carrying traceable paragraphs and source identifiers for subsequent comparison and ledger generation. In terms of update cadence, the contract is based on the signed version, the application form adjusts with institution batches, and the personal statement undergoes multiple rounds of revision before finalization. Field characteristics manifest as names, quantities, dates, signatures, and receipts appearing across materials, and versions and dates must be aligned item by item.
Configuration and implementation checks
This stage is executed by the citation output of the knowledge base retrieval node, which outputs an array of cited content, each entry containing an original text snippet and a source identifier, and the length may be 0. The issuable material drafts and handover records are then completed by subsequent AI nodes, code nodes, or manual work.
| Object | Check | Verification action |
|---|---|---|
| Study abroad service contract | The name, quantity, date, and signature fields must correspond consistently with the school application form and personal statement | Open the original contract, verify the signing date, service item name, and applicant name, confirm they match what is filled in the application form, and record the number of citations |
| School application form | The applicant name, start and end dates of educational history, and intended program name must be consistent with the contract and personal statement | Compare the application form fields item by item with the contract and personal statement, check whether the citation markers refer back to the original paragraphs, and verify the citation array length in responseData (non-streaming module results returned with detailed output enabled) |
| Personal statement | The experience dates, program names, and institution names appearing in the text must be synchronized with the versions of the contract and application form | Compare the dates and names in the personal statement with the contract and application form, check whether the versions are synchronized, and confirm that the cited snippets in quoteList can be traced back to the source documents |
| Handover record | The responsible person, handover date, and signed receipt fields are complete, and the version and date are consistent | Draft one according to the template and complete one handover, check whether missing items are blocked, and verify quoteMaxToken as the citation content budget and the array entry count are recorded separately |
Three common errors
- Symptom: The same applicant's name is written differently in the contract and application form, and the dates also do not match. Cause: The two materials were drafted separately, and the source of the same record was not compared field by field before handover.
- Symptom: The personal statement has been revised through multiple rounds, but the contract and application form still cite the old experience dates. Cause: The versions were not synchronized, and the handover record did not note the current version and date of each material.
- Symptom: The handover record lacks the responsible person's signature or signed receipt, so the next stage cannot confirm receipt. Cause: During drafting, the completeness of fields was not validated according to the template, and missing items were not blocked.
How to verify the setup
Acceptance of this feature: ask a question with an original-text basis, verify whether the citation array and markers can refer back to the original paragraphs, and check the number of citations in responseData and the source identifiers in quoteList; then ask a question with no matching materials, and confirm that the array is empty while the pipeline still runs through.
Business test: draft one according to the template and complete one handover, and see whether missing items are blocked.
- Open the search parameter panel, verify the associated knowledge base and search parameter values item by item, and confirm that the selected knowledge base uses the same vector model.
- Run a test with a query that has no matching materials, see that the citation array is empty while the output pipeline continues, and separately record the array entry count and the
quoteMaxTokenbudget.