What this category's data looks like
This page addresses the scenario of university employment contract signing and graduation destination statistics. Materials include employment agreements, graduation destination registration forms, employer certificates, as well as multilingual reference drafts and a unified terminology glossary. Employment agreements carry the signing parties, position, and signature/seal fields; graduation destination registration forms carry the destination category, date, and registration status; employer certificates carry the employer name, acceptance opinion, and receipt. The three types of materials come from different sources and have different update rhythms. After entering the model integration and configuration stage, they serve as corpus roles for terminology extraction, reference generation, and retrieval-based question answering, serving the same judgment goal of consistent terminology throughout the text and translated names that can 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 glossary and reference drafts are completed subsequently by AI nodes, code nodes, or manual work. The configuration only determines the correspondence between model types and stages; it does not determine material permissions or terminology judgments.
| Object | Check | Verification action |
|---|---|---|
| Employment agreement | The signing parties, position, date, and signature fields must be aligned item by item with the registration form | In the model configuration, check the type labels of the language model and the index model, and check whether the values of maxContext and maxTokens cover the length of the agreement fields |
| Graduation destination registration form | The destination category, quantity, and date must be consistent with the back-references in the agreement and certificate | Compare the model name returned by the channel with the name listed in the document, confirm that the index model is used for registration form retrieval, and record the budget for quoteMaxToken |
| Employer certificate | The employer name, acceptance opinion, and receipt signature must be mutually corroborated with the other two materials | Check the channel configuration and key source, confirm that the rerank model is used for ranking the retrieval results of the certificate and registration form, and check the binding of toolChoice |
| Unified terminology glossary and reference draft | The same term is written consistently throughout the text, and the translated name can refer back to the source text | Sample three terms and check their spelling throughout the text, and verify whether the term identifiers in the reference draft correspond one-to-one with the source text |
Three common errors
- Symptom: The employer name, position quantity, and date of the same record do not match between the agreement and the registration form. Cause: The versions of the two materials were not synchronized, and the terminology glossary was not updated along with the materials.
- Symptom: The employer certificate lacks a signature or receipt, but the registration form shows it as received. Cause: The signature/seal fields were not filled in during the material circulation stage, and only the registration status was checked during verification.
- Symptom: Retrieval reports an index model-related error, or the answer style changes abruptly after switching models. Cause: The services connected by the channel and key are inconsistent, and the model identifier does not match the name listed in the document.
How to verify the setup
Acceptance for this feature: run one conversation and one retrieval, check the model identifiers in the responses, and confirm that the language model and index model are bound to the conversation and retrieval stages respectively.
Business test: sample three terms and check whether their spelling is consistent throughout the text, and verify whether the translated names in the reference draft can refer back to the source text.
- In the model configuration, check item by item the correspondence between model types and stages, and confirm that the five categories—language, index, rerank, speech synthesis, and speech recognition—are each bound.
- Check the channel configuration and key source, compare the model name returned by the channel with the name listed in the document, and confirm that the model identifiers are consistent.