What this category's data looks like
Vocational college skills competition organization involves three types of materials: competition regulations, registration forms, and training plans. Regulations contain event names, groups, dates, and signature fields; registration forms contain contestant names, ID numbers, languages, and acknowledgments; training plans contain phases, terminology practice, and instructor signatures. During multilingual materials and terminology processing, regulations and registration forms enter the terminology extraction stage, while training plans enter the comparison draft generation stage. Material sources are both academic affairs and competition affairs; the update rhythm rolls forward according to competition schedule phases: verify the roster before the registration deadline, verify the regulation version before the competition, and archive acknowledgments after the competition. Field characteristics are the cross-occurrence of four items: names, quantities, dates, and signatures. The same term must be written consistently in regulations and training plans, and the translated name must be able to refer back to the source text.
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. During configuration, bind separately by five categories: language, indexing, reranking, speech synthesis, and speech recognition; different stages correspond to different model types.
| Object | Check | Verification action |
|---|---|---|
| Competition regulations | The same term is written consistently in regulations and training plans, and the translated name can refer back to the source text | Compare the model name returned by the channel with the model identifier listed in the document, and check the maxContext and quoteMaxToken values |
| Registration form | Contestant names, quantities, and dates match the regulation records, and acknowledgment signatures are complete | Check the channel configuration and key source, run a retrieval, and check the index model type annotation |
| Training plan | Phase dates are synchronized with the regulation competition schedule; when the version is not synchronized, the latest regulations prevail | Run a conversation to check the language model binding, and check the maxTokens and toolChoice settings |
| Terminology table and comparison draft | The same term is consistent throughout the whole text, the translated name can refer back to the source text, and three terms are sampled to check their writing throughout the whole text | Check the tokens of the quoted text, and record the number of array entries separately |
Three common errors
- Symptom: The names, quantities, and dates of the same record do not match between the regulations and the registration form. Cause: The versions of the two materials are not synchronized, and terminology extraction did not use the latest regulations as the basis.
- Symptom: The training plan lacks instructor signatures or acknowledgments. Cause: No signature field verification was set up in the material circulation stage, and the omission was only discovered during archiving.
- Symptom: Retrieval reports an index model-related error. Cause: The model type bound in the indexing stage is inconsistent with the configuration annotation, and the model name returned by the channel does not match.
How to verify the setup
Acceptance for this feature: run one conversation and one retrieval, check the model identifier in the response, and confirm it is consistent with the model name returned by the channel.
Business test: sample three terms to check whether their writing is consistent throughout the whole text, and check whether the translated names can refer back to the source text.
- In the model configuration, check the type annotations and confirm that the five categories—language, indexing, reranking, speech synthesis, and speech recognition—are each bound to the corresponding stage.
- Check the channel configuration and key source, confirm that the channel is consistent with the connected service, and verify the model identifier against the model name returned by the channel.