What this category's data looks like
This page addresses the deployment, operations, and application handover of university laboratory safety grading and classification materials in the retrieval and citation stage. The knowledge base materials that enter this feature include three types: the laboratory grading and classification table, which records room, category, level, and the basis for determination; the hazard source list, which records name, quantity, location, and control measures; and the safety responsibility statement, which records the responsible person, date, and signed receipt. The three types of materials each play different roles in retrieval: the grading and classification table provides the original-text basis for level determination, the hazard source list provides the original-text basis for quantity and location, and the safety responsibility statement provides the original-text basis for signature and date. The material update cadence is related to version synchronization; it is common for the name, quantity, or date of the same record to fail to match across two materials, and cited snippets must be able to point back to the original-text paragraph, with item-by-item verification against the handover form during handover.
Configuration and implementation checks
This step is executed by the citation output of the knowledge base retrieval node, which outputs an array of cited content, each entry containing an original-text snippet and a source identifier, and the length may be 0. The handover-ready deployment state and operation records are completed subsequently by AI nodes, code nodes, or manual work.
| Object | Check | Verification action |
|---|---|---|
| Laboratory grading and classification table | Whether the fields, dates, and signatures match the hazard source list and the safety responsibility statement, and whether the basis for level determination can point back to the original-text paragraph | In the node, check the selected collections and their vector models, and open the citation markers to compare against the source documents |
| Hazard source list | Whether the name, quantity, and location are consistent with the same record in the grading and classification table, and whether the versions are synchronized | Run a trial with a question that has no matching materials, see whether the output is empty while the chain continues, then check responseData (non-streaming module results returned with detailed output enabled) and quoteList |
| Safety responsibility statement | Whether the responsible person, date, signature, or receipt is complete, and whether the dates are consistent with the other two materials | Open the search parameter panel and check item by item, confirming that the number of cited entries matches the materials hit |
| Cited content output | The number of returned entries matches the materials hit; being empty is also normal; for the tokens of the cited text, look at quoteMaxToken separately | Point back item by item against the source documents, and record the array length separately |
Three common errors
- Symptom: The name, quantity, or date of the same record fails to match between the grading and classification table and the hazard source list. Cause: The two materials are updated separately and are not entered in synchronization under the same version.
- Symptom: The responsibility statement lacks a signature or receipt, yet it is still marked as handover-ready on the handover form. Cause: The signature page was not stored in the knowledge base together with the material, and retrieval only hits the main text.
- Symptom: There are no citation markers in the answer, or the cited snippet does not match the original text. Cause: This round did not hit that material, or what was hit was a paragraph from an old version.
How to verify the setup
Feature acceptance: Ask a question that has an original-text basis, check whether the citation array and markers can point back to the original-text paragraph, and record the values of the array length and the quoteMaxToken budget separately; then ask a question with no matching materials, and confirm that the array is empty while the chain runs through.
Business testing: Verify item by item once against the handover form, see which record is missing, and check whether the version, connection, and task record are consistent with one another.
- Open the search parameter panel and check the values item by item, and run a trial with a question that has no matching materials to confirm that the output is empty while the chain continues.
- In the conversation, open the citation markers, point back to the original-text paragraph against the source documents, and check the source identifiers in
quoteListwithinresponseData.