What this category's data looks like
In the enterprise compliance and security training category, materials come from three sources: compliance training courseware, safety operating procedures, and exam records. Courseware is updated annually or when regulations change, operating procedures are synchronized with equipment and process versions, and exam records are archived after each training session. Field characteristics include courseware name and number, procedure version number and effective date, and name, score, date, and signature field in exam records. When materials enter the knowledge base retrieval and recall function, courseware and procedures serve as candidate chunk sources, and exam records serve as the basis for determining the visible scope of restricted identities. In terms of update cadence, if courseware and procedure versions are not synchronized, the wording and dates of the same operating step in the two materials may not match; if an exam record lacks a signature or receipt, it cannot serve as a complete credential for authorized access. The three types of materials jointly support the authorization scope setting of the external entry point; when visitor identity matches the visible scope, unauthorized content is not visible.
Configuration and implementation checks
This step is executed by the knowledge base retrieval service (retrieval node and search test), outputting candidate chunks and similarity scores (after pattern, merge, re-rank, filter, and limit trimming). The externally available entry point and authorization scope are then completed by subsequent nodes or manually.
| Object | Check | Verification action |
|---|---|---|
| Compliance training courseware | Courseware name, number, and effective date are consistent between courseware and exam records, and the signature field is complete | In the search test, use synonymous questions to retrieve the courseware title, check the candidate chunks and scores, switch searchMode to semantic, full-text, or hybrid, and compare the number of candidates |
| Safety operating procedures | Procedure version number, effective date, and operating steps are consistent between procedures and exam records, with no unsynchronized versions | Access with a restricted identity, retrieve key procedure steps, check whether candidates include semantic and full-text results, and compare the ranking of the top few items before and after enabling usingReRank |
| Exam records | Name, score, date, and signature receipt are consistent between exam records and the courseware sign-in sheet | In the search test, retrieve exam record fields, record the number of candidates and the similarity score, and check the tokens and array length of the quoted text after limit trimming |
Three common errors
- Symptom: The name and date of the same exam record do not match between the courseware sign-in sheet and the exam record. Cause: The two materials are entered separately without field alignment, and retrieval recall returns them as separate chunks.
- Symptom: The safety operating procedure version is not synchronized, and old-version steps still appear in candidate chunks. Cause: The knowledge base does not filter by effective date, and the retrieval node does not limit the version range.
- Symptom: An exam record lacks a signature or receipt, but a restricted identity can still retrieve that record chunk. Cause: The authorization scope determination is not linked to the signature field, and the visible scope setting does not cover receipt status.
How to verify the setup
This feature acceptance: test once each with synonym-rewritten questions, compare candidates and similarity scores, then toggle usingReRank to observe the ranking of the top few items; switch searchMode and adjust limit, and record the number of candidates and the tokens of the quoted text.
Business test: access once with a restricted identity, check whether the visible scope matches the setting, and confirm that unauthorized content is not visible.
- In the knowledge base search test, switch
searchMode, compare the number of candidates and scores across semantic, full-text, and hybrid modes, and confirm that the material form matches the mode. - Retrieve exam records with a restricted identity, check the number of returned candidates and the tokens of the quoted text, and confirm that the signature and receipt fields are within the visible scope.