What this category's data looks like
This category's data looks like this: Modern apprenticeship and order-based class management involves three types of materials: school-enterprise cooperation agreements, order-based class training plans, and master-apprentice records. School-enterprise cooperation agreements contain the cooperation period, positions, headcount, and signatures/seals; order-based class training plans contain course modules, rotation arrangements, assessment methods, and dates; master-apprentice records contain the mentoring master, apprentice, process, work hours, signature, and receipt. All three types of materials enter through dual tracks of paper scans and electronic documents, with updates rolling forward along with semesters, batches, and agreement renewals. When entering multilingual materials and terminology processing, the agreements provide position and job type names, the training plans provide course and assessment terminology, and the apprenticeship records provide process and work-hour expressions. Together, the three constitute the extraction source for the unified terminology table and the comparison draft, and determine how the same term is written and referred back to throughout the entire text.
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 stages bind different model types, and the channel and key only affect whether the call can succeed.
| Object | Check | Verification action |
|---|---|---|
| School-enterprise cooperation agreement | The cooperation period, position names, headcount, and signatures/seals must be consistent between the agreement and the training plan | Check how the same position, headcount, and date are written in the agreement and the training plan; check whether the maxContext and maxTokens settings can accommodate long agreement paragraphs |
| Order-based class training plan | Course modules, rotation dates, and assessment terminology must be consistent with the back-references in the apprenticeship records | Check the same course, process names, and dates in the training plan and the apprenticeship records; check whether quoteMaxToken covers the quoted paragraphs |
| Master-apprentice record | The master, apprentice, process, work hours, and signature receipt must correspond to the training plan | Check the same process, work hours, and dates in the apprenticeship records and the training plan; check whether toolChoice affects the terminology extraction call |
| Model type | Corresponds to the stage to be used | In the model configuration, check the type labels and confirm that language, indexing, reranking, speech synthesis, and speech recognition are respectively bound to the dialogue, retrieval, reranking, and speech stages |
Three common errors
- Symptom: In the same master-apprentice record, the process names, headcount, or dates do not match between the training plan and the agreement. Cause: Multiple materials are entered separately, terminology is not unified, and versions are not synchronized.
- Symptom: After the order-based class training plan is updated, the apprenticeship records still reference the old courses and old dates. Cause: Versions are not synchronized, and the receipt and signature confirmation step is missing.
- Symptom: Retrieval reports an indexing model-related error or authentication failure. Cause: The channel key is inconsistent with the connected 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 that the model identifier in the response is consistent with the model name returned by the channel, and confirm that language, indexing, reranking, speech synthesis, and speech recognition are each bound to the corresponding stage.
Business test: sample three terms and check whether their writing is consistent throughout the entire text; check whether the translated name of the same term in the agreement, training plan, and apprenticeship records can refer back to the original text.
- Check the channel configuration and key source, confirm that the model identifier is consistent with the name listed in the documentation, and check whether the values of
maxContext,maxTokens,quoteMaxToken, andtoolChoicematch the current material length and quotation budget. - Compare the fields, dates, and signatures of the school-enterprise cooperation agreement, order-based class training plan, and master-apprentice records, check item by item whether the name, quantity, and date of the same record are consistent, and record the tokens and array count of the quoted text.