Model Integration and Configuration for Professional Qualification Exam Applications: Find Supporting Evidence

Professional Exams: review model setup for evidence lookup. Check source versions, input mappings and the values received by downstream nodes.

What this category's data looks like

This page addresses the professional and technical personnel vocational qualification examination registration review scenario; the materials include three categories: the registration form, the academic qualification certificate, and the work experience certificate. The registration form is filled in and signed by the applicant, the academic qualification certificate mostly comes from the graduating institution or the CHSI, and the work experience certificate is issued and stamped by the current employer. When the materials enter the model access and configuration function, the registration form takes on the role of verifying identity and registration information, the academic qualification certificate takes on the role of verifying the academic level and major name, and the work experience certificate takes on the role of verifying the start and end dates and cumulative years. The update cadence changes with examination batches and review criteria adjustments, so it is necessary to pay attention to whether versions are in sync. Field characteristics center on name, ID number, graduating institution, major, academic level, start and end dates, cumulative years, signature, and receipt. The name, quantity, and date of the same record often fail to match across two materials, and a missing signature or receipt can also affect whether the basis entry can point back to the original text.

Configuration and implementation checks

This step is executed by the server-side model channel configuration, which outputs the model binding relationships and channel responses. The "basis entries that can point back to the original text" are 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 the type labels need to be checked in the model configuration.

ObjectCheckVerification action
Registration formName, ID number, examination subjects, signature, and receipt date must be aligned item by item with the academic qualification certificate and the work experience certificateCheck whether the registration form's signature and receipt are complete, and compare the name, ID number, and dates against the other two materials
Academic qualification certificateGraduating institution, major name, academic level, and graduation date must be consistent with what is filled in on the registration formCheck whether the major name on the academic qualification certificate is the same as what is filled in on the registration form, and whether the graduation date matches
Work experience certificateStart and end dates, cumulative years, employer name, and stamp must form a continuous basis with the registration form and the academic qualification certificateCheck whether the start and end dates on the work experience certificate connect with what is filled in on the registration form, and whether the employer name is consistent
Model binding relationshipsLanguage, indexing, reranking, speech synthesis, and speech recognition are bound according to their corresponding steps, and the model identifiers are consistent with the names listed in the documentationCheck the type labels in the model configuration, and compare them against the model names returned by the channel; when calling, check the values of maxContext, maxTokens, and quoteMaxToken

Three common errors

  • Symptom: The name, quantity, and date of the same record fail to match across two materials, and the basis entry cannot point back to the original text. Cause: The registration form was not aligned item by item with the academic qualification certificate and the work experience certificate.
  • Symptom: Material versions are not in sync, and an old version of the registration form is mixed with a new version of the work experience certificate. Cause: The update cadence did not follow examination batches and review criteria adjustments.
  • Symptom: A signature or receipt is missing, and the source of the basis entry is incomplete. Cause: The registration form's signature and receipt were not fully checked upon receipt, and subsequent retrieval cannot locate the original text.

How to verify the setup

This function's acceptance: run one conversation and one retrieval, check whether the model identifiers in the response are consistent with the names listed in the documentation, and check the values of maxContext, maxTokens, and quoteMaxToken.

Business test: ask a cross-material basis question and see whether the answer provides a citable source.

  • In the model configuration, check the type labels for language, indexing, reranking, speech synthesis, and speech recognition, and compare them against the model names returned by the channel.
  • Check item by item the name, ID number, major name, start and end dates, signature, and receipt of the registration form, academic qualification certificate, and work experience certificate.