What this category's data looks like
This page focuses on material drafting and responsibility handover in enterprise new employee onboarding training, involving three types of materials: onboarding training plans, course sign-in sheets, and job descriptions. The onboarding training plan comes from the training management department and is updated with each batch; its fields include course name, date, instructor, and participants. The course sign-in sheet is generated per session by the on-site organizer; its fields include name, position, sign-in time, and signature. The job description is maintained by the hiring department and updated with position adjustments; its fields include position name, responsibilities, qualifications, and handover person. When these three types of materials enter the model access and configuration function, they respectively play the roles of dialogue-generated drafts, retrieval and comparison of fields, and reranking to locate differences. Materials are indexed and retrieved within the system as text chunks. Model configuration determines whether these text chunks can be correctly recalled and reranked, thereby affecting the field completeness of drafts and handover records.
Configuration and implementation checks
This step is executed by the server-side model channel configuration, outputting model binding relationships and channel responses. The issuable material drafts and handover records are subsequently completed by 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.
| Object | Check | Verification action |
|---|---|---|
| Onboarding training plan | Course name, date, instructor, and participants match the corresponding fields in the sign-in sheet and job description; version and date are synchronized | In the model configuration, verify the type labels of the language model and indexing model, compare against the model name returned by the channel, and check whether maxContext and maxTokens cover the text chunks of this material |
| Course sign-in sheet | Name, position, sign-in time, and signature correspond one by one with the participant list in the training plan; if a signature or receipt is missing, block it | Verify the indexing model binding and the source of the channel key, confirm that the sign-in sheet text chunks can be retrieved, and check whether quoteMaxToken meets the reference content budget |
| Job description | Position name, responsibilities, qualifications, and handover person match the position fields in the training plan; if the version is not synchronized, block it | Verify the reranking model binding and model identifier, confirm that the ranking of job description retrieval results is reasonable, and check whether toolChoice affects field extraction |
| Material drafts and handover records | Fields are complete, the responsible person is clear, and version and date are consistent; can be handed to the next stage for acceptance | Run one dialogue and one retrieval, verify the model identifier and binding relationship in the response, and confirm that there are no missing fields in the draft |
Three common errors
- Symptom: The name and date for the same record do not match between the training plan and the sign-in sheet. Cause: The two materials are indexed as different text chunks, and inconsistent model bindings cause misaligned recalled content.
- Symptom: The job description version is not synchronized, and the handover record still references old responsibilities. Cause: The indexing model does not cover the updated text chunks, and retrieval returns content from the old version.
- Symptom: The sign-in sheet lacks a signature or receipt, but the draft is still generated. Cause: The dialogue stage does not block according to the rule of complete fields, and validation of the responsible person and date is missing.
How to verify the setup
Acceptance for this function: Run one dialogue and one retrieval, verify the model identifier and binding relationship in the response, and confirm that the type labels of the language model, indexing model, and reranking model match the names returned by the channel.
Business test: Draft one according to the template and complete one handover, and see whether missing items are blocked.
- In the model configuration, check item by item that the model type corresponds to the stage in which it will be used, and check the channel configuration and key source.
- Compare the model identifier against the model name returned by the channel, and confirm that the retrieval and reranking stages are correctly bound.