What this category's data looks like
This page addresses kindergarten safety protection and emergency drill scenarios, focusing on citation sources and traceability in data version and change maintenance. Materials include: hazard item and rectification deadline lists, drill plans and sign-in records, access control and school bus checklists, and responsible person signature pages. When these materials enter the knowledge base retrieval node, each plays a different role: the hazard list is used to compare whether rectification is closed-loop, the drill plan and sign-in are used to verify whether the number of participants and the process are consistent, the access control and school bus checklist is used to confirm whether any check items are missing, and the signature page is used to confirm whether the responsible person is in place. The update rhythm usually changes with the semester, drill batch, or rectification cycle, and old versions need to be retained and traceable. In terms of field characteristics, materials often carry version numbers, effective dates, revision notes, and citation source identifiers, making it easier for subsequent nodes to compare fields, write ledgers, or generate reports.
Configuration and implementation checks
This step is executed by the citation output of the knowledge base retrieval node, which outputs an array of citation content, each containing an original text snippet and a source identifier, and the length can be 0. The version ledger and change records are then completed by subsequent AI nodes, code nodes, or manual work.
| Object | Check | Verification action |
|---|---|---|
| Hazard item and rectification deadline list | Determine whether the hazard is closed-loop and whether the rectification deadline is consistent with the current version | Retrieve the citation array, trace each item back to the original paragraph, verify the rectification status and deadline fields, and record the array length and quoteMaxToken budget |
| Drill plan and sign-in records | Determine whether the number of drill participants and the process match the plan | Compare the plan version number and sign-in count in the cited snippets, confirm that the records are consistent with the plan, and ensure the chain still works when citations are empty |
| Access control and school bus checklist | Determine whether any check items are missing and whether responsible person signatures are complete | Open the citation marker to trace back to the source document, verify check items and signature pages one by one, and use responseData (non-streaming module results returned with detailed output enabled) to view the output structure |
| Knowledge base retrieval node | Determine whether the associated knowledge base uses the same vector model and whether the search parameters are consistent with the retrieval section | Check the selected collection and vector model in the node, open the search parameter panel and verify each item, and use quoteList to view citation details |
Three common errors
- Symptom: the hazard list shows rectified, but there is no closed-loop record in the cited snippet. Cause: old materials were not replaced, the current version and old version are mixed, and citations were not updated synchronously.
- Symptom: the number of participants in the drill record does not match the plan requirement, and the citation marker points to the old plan. Cause: after the plan changed, the version number was not maintained synchronously, and retrieval hit old materials.
- Symptom: the access control and school bus checklist has missing items, the citation array is empty, but the answer still has content. Cause: the checklist materials did not enter the associated knowledge base; an empty citation array is normal output and does not mean retrieval failed.
How to verify the setup
Acceptance for this feature: ask a question with original text evidence, and check whether the citation array and markers can trace back to the original text; then ask a question with no matching materials, and confirm that the array is empty while the chain still works.
Business test: change one piece of content and see whether the version number and citations update synchronously; the number of citations is the array length, and quoteMaxToken is the citation content budget, and the two are not compared for equality.
- In the node, check the selected knowledge base and vector model, and run a test with a question that has no matching materials to see that the output is empty while the chain continues.
- In the conversation, open the citation markers, trace each item back to the original paragraph against the source document, and record the citation array length and
quoteMaxTokenbudget.