What this category's data looks like
This category's data looks like this: The formulation of talent cultivation programs in vocational colleges and the business basis query involve three types of materials: talent cultivation programs, course standards, and job competency analysis tables. A talent cultivation program contains fields such as program name, cultivation objectives, course setup, class hours and credits, and graduation requirements. It is compiled under the leadership of the academic affairs office, updated with program adjustments and teaching plan revisions, and must have the signatures and dates of the compiler and reviewer. A course standard contains the course name, teaching objectives, teaching content, assessment methods, and class hour allocation. It is written by the teaching and research section, revised in sync with course reform and textbook replacement, and must have the signature of the director of the teaching and research section. A job competency analysis table contains the job name, competency items, corresponding courses, and certification requirements. It is jointly filled in by the program construction committee and enterprise experts, updated according to the industry demand research cycle, and must have the signatures of enterprise experts and the program leader. When these three types of materials enter the business basis query, the talent cultivation program provides the overall framework and the basis for class hours and credits, the course standard provides the course-level objectives and assessment basis, and the job competency analysis table provides the basis for the correspondence between job competencies and courses. The three mutually corroborate one another, forming basis items that can be traced back to the original text.
Configuration and implementation checks
Configuration and implementation checks: This part is executed by application settings (such as the response limit), which determine the length of a single answer and the range of context that can be accommodated. "Basis items that can be traced back to the original text" are then completed by the model, while entry and authorization are handled by the publishing service and file permissions.
| Object | Check | Verification action |
|---|---|---|
| Response limit | Matches the answer length required by the page | Check the switch and slider position in application settings, and confirm that the single-answer length and context range meet the needs of business Q&A |
| Truncation behavior | The ending of a longer answer is complete | Ask a basis question that requires a long answer, see whether the ending is complete, and check whether the coordination between maxResponse and maxContext is reasonable |
| Runtime consumption | The single-run usage changes after the limit is adjusted | Compare the usage of two runs, record the quoteMaxToken budget and the number of items in the citation array, and do not make an equality comparison between the two |
| Talent cultivation program, course standard, job competency analysis table | The name, quantity, date, signature, and receipt of the same record can be matched | Check the fields, dates, and signatures of the three types of materials item by item, confirm that the version is the current one, and items lacking signatures or receipts must not be used as a basis |
Three common errors
- Phenomenon: The same course name is written inconsistently in the talent cultivation program and the course standard. Cause: The two materials are maintained separately by different departments, naming has not been unified, and versions are not synchronized.
- Phenomenon: The number of competency items in the job competency analysis table does not match the number of corresponding courses in the course standard. Cause: After the enterprise research update, the course standard was not written back, and dates and signatures are missing.
- Phenomenon: The basis items given in the answer cannot be traced back to the original text, or old-version materials were cited. Cause: The context range and citation budget are insufficient, material versions are not synchronized, and signatures or receipts are missing.
How to verify the setup
Acceptance of this feature: Ask a question that requires a long answer, see whether the ending is complete, and check the settings corresponding to the three identifiers maxResponse, maxContext, and quoteMaxToken.
Business test: Ask a basis question that spans materials, see whether the answer gives traceable sources, and confirm that the sources come from the materials in this park, that the version is the current one, and that the items match the original text.
- Check the response limit switch and slider position in application settings, and confirm that the single-answer length and context range match the needs of business Q&A.
- Check the fields, dates, and signatures of the talent cultivation program, course standard, and job competency analysis table item by item, confirm that the version is the current one, and items lacking signatures or receipts must not be used as a basis.