What this category's data looks like
This category's data looks like this: Regular higher education institution admissions enrollment and filing materials include admissions plans, filing rules, and admission rosters, with fields covering institution-major groups, planned numbers, filing lines, admission dates, and signature columns. In the multilingual materials and terminology processing scenario, admissions plans provide major names and planned numbers, filing rules provide batches and filing conditions, and admission rosters provide candidate status and signature receipts. The material sources are provincial admissions offices and higher education institution admissions offices, and the update cadence advances round by round in sync with batches. After entering the model integration and configuration step, admissions plans are used for terminology extraction and comparison, filing rules are used for retrieval and citation of rule clauses, and admission rosters are used for referring back to the source text and checking whole-document consistency. Field characteristics manifest as follows: the names, quantities, and dates of the same record in two materials need to be aligned item by item, and versions and signature receipts need to be traceable.
Configuration and implementation checks
Configuration and implementation checks: This step is executed by the server-side model channel configuration, outputting model binding relationships and channel responses. The "unified terminology table and comparison draft" is then completed by subsequent AI nodes, code nodes, or manual work. Models are divided into five categories: language, indexing, reranking, speech synthesis, and speech recognition. Different steps bind different model types, and retrieval and dialogue depend on the indexing model and the language model respectively.
| Object | Check | Verification action |
|---|---|---|
| Admissions plan | The same major name and planned number need to be consistent in wording across the two materials, and dates and signature columns need to be traceable back to the source text | In the model configuration, check the type annotation, compare it with the model name returned by the channel, and verify that the values of maxContext and maxTokens are consistent with the documentation |
| Filing rules | Batches, filing conditions, and effective dates need to be aligned item by item with the admission roster, and versions need to be synchronized | Verify the binding relationship of toolChoice in the rule retrieval step, and confirm that the indexing model and the reranking model correspond to the retrieval and ranking steps respectively |
| Admission roster | Candidate status, admission dates, and signature receipts need to be consistent with the admissions plan and filing rules, and missing signatures or receipts need to be flagged | Compare the channel configuration and key source, verify whether authentication succeeds, and verify that the reference text tokens corresponding to quoteMaxToken and the number of array entries are recorded separately |
| Model type | Corresponds to the step to be used; the five categories of language, indexing, reranking, speech synthesis, and speech recognition each perform their own functions | In the model configuration, check the type annotation, and confirm whether the answer style changes abruptly after switching models |
Three common errors
- Symptom: The name and date of the same candidate do not match across the two materials. Cause: Versions were not synchronized, and the admissions plan and admission roster were updated separately without merged verification.
- Symptom: The planned number in the filing rules is inconsistent with the admissions plan. Cause: The two materials are maintained separately, and the quantity field was not subjected to item-by-item back-reference and signature confirmation.
- Symptom: Retrieval reports indexing-model-related errors or authentication failure. Cause: The channel key is inconsistent with the integrated service, and the model identifier does not match the name listed in the documentation.
How to verify the setup
How to verify the setup: Acceptance for this feature: run one dialogue and one retrieval, check the model identifiers in the responses, confirm that the language model and the indexing model are bound to the corresponding steps respectively, and verify the configuration items maxContext, maxTokens, and toolChoice.
Business test: sample three terms and check whether their wording is consistent throughout the document, verify whether the translated names can be traced back to the source text, and verify that the tokens of the reference text and the number of array entries are recorded separately.
- In the model configuration, check the type annotation, compare it with the model name returned by the channel, and confirm that the channel and key are consistent with the integrated service.
- Check the admissions plan, filing rules, and admission roster item by item for names, quantities, dates, and signature receipts, and flag items with unsynchronized versions and missing signatures.