Model Integration and Configuration for Self-Study Exam Records and Graduation Review: Draft Materials and Hand Over Responsibilities

Self-Study Exams: review model setup for material handover. Check source versions, input mappings and the values received by downstream nodes.

What this category's data looks like

The common materials for self-taught examination registration and graduation review include registration archives, course qualification certificates, and graduation application forms. Registration archives record the candidate's basic information, course grades, and transfer examination records; course qualification certificates are proof of passing an individual subject, containing the course name, grade, date, and seal; graduation application forms are used to summarize courses, credits, and review conclusions, and require signatures and receipts. The sources of materials are provincial examination offices, main examining institutions, and study assistance centers, and the update rhythm is after each examination and during the graduation application period. When materials enter the model access and configuration function, registration archives and course qualification certificates serve as retrieval sources, graduation application forms serve as templates for dialogue-generated drafts, and the model binding relationship determines which type of model is used for dialogue and retrieval.

Configuration and implementation checks

This step is executed by the server-side model channel configuration, outputting the model binding relationship and channel responses. "Issuable material drafts and handover records" are completed subsequently by AI nodes, code nodes, or manual work. Models are divided into five categories: language, indexing, reranking, speech synthesis, and speech recognition, and different steps bind different model types.

ObjectCheckVerification action
Registration archivesFields complete, responsible person clear, version and date consistentCheck whether the course names, quantities, and dates in the archives are consistent with the course qualification certificates; check whether signatures and receipts are complete; check the indexing model type annotation in the model binding
Course qualification certificatesFields complete, responsible person clear, version and date consistentCheck whether the course names, grades, and dates on the qualification certificates are consistent with the registration archives; check seals and receipts; check whether the channel and key source are consistent with the accessed service
Graduation application formsFields complete, responsible person clear, version and date consistentDraft one according to the template, and check whether the course names, quantities, and dates are consistent with the registration archives and course qualification certificates; check signatures and receipts; check the model identifiers in dialogue and retrieval responses
Model binding relationshipCorresponds to the step to be usedCheck the type annotation in the model configuration; compare with the model name returned by the channel; check the configuration of maxContext, maxTokens, and quoteMaxToken; check the tokens of quoted text separately, and record the number of array items separately

Three common errors

  • Phenomenon: The same course name is written differently in the registration archives and course qualification certificates, and the quantity or date does not match. Cause: During drafting, fields were not checked one by one according to the template, and the two materials were entered separately.
  • Phenomenon: The version of the graduation application form was not synchronized, and signatures or receipts are missing. Cause: During handover, the version and date were not recorded, and the next step did not intercept missing items when signing for receipt.
  • Phenomenon: Retrieval reports an indexing model-related error, or the answer style changes abruptly after switching models. Cause: The model type does not match the step, or the channel key is inconsistent with the accessed service.

How to verify the setup

Acceptance of this function: run one dialogue and one retrieval, check the model identifiers in the responses, check maxContext, maxTokens, quoteMaxToken, and the tokens of quoted text, and record the number of array items separately.

Business test: draft one according to the template and complete one handover, and see whether missing items are intercepted.

  • Check the channel configuration and key source, and confirm they are consistent with the accessed service.
  • Compare with the model name returned by the channel, and check that the model identifiers are consistent with the names listed in the documentation.