What this category's data looks like
Materials for academic journal management cooperation management usually include management cooperation agreements, advertising review forms, distribution cooperation materials, and the receipts and version notes retained in this repository. When entering this function, the management cooperation agreement serves as the original source for the scope of authorization and revenue-sharing clauses, the advertising review form serves as the original source for advertising content and review dates, and the distribution cooperation materials serve as the original source for distribution channels, quantities, and settlement nodes. The update rhythm is triggered by agreement renewals, advertising review batches, and distribution settlement cycles, and it is common for the name, quantity, and date of the same record to be inconsistent across different materials, for versions not to be synchronized, and for signatures or receipts to be missing. After the materials enter the knowledge base retrieval node, each serves as a searchable original passage for citation output to refer back to.
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 item containing an original passage and a source identifier, and the length may be 0. The "basis items that can refer back to the original text" are completed next by subsequent AI nodes, code nodes, or manual work.
| Object | Check | Verification action |
|---|---|---|
| Management cooperation agreement | Fields include partner name, scope of authorization, revenue-sharing ratio, signing date, and signature; the name, quantity, and date of the same record do not match across two materials, versions are not synchronized, and signatures or receipts are missing | In the node, check the selected collections and their vector models; run a trial query with a cross-material question, open the citation markers to compare against the original passages in the agreement, and record the number of array items and the quoteMaxToken budget |
| Advertising review form | Fields include advertisement name, review conclusion, review date, and reviewer signature; the name and date of the same advertisement do not match across two materials, versions are not synchronized, and receipts are missing | In the conversation, open the citation markers and compare against the source document; check whether the cited passages in responseData (non-streaming module results returned with detailed output enabled) are consistent with the original text of the review form, and compare the fields item by item in quoteList |
| Distribution cooperation materials | Fields include distribution channel, distribution quantity, settlement node, and signatures of both parties; the quantity and date of the same record do not match across two materials, versions are not synchronized, and signatures or receipts are missing | Open the search parameter panel and check item by item; run a trial query with a question that has no matching materials, see that the output is empty while the pipeline continues, and record the number of array items separately |
| Citation content output | The number of returned items is consistent with the matched materials, and being empty is also normal; when cited passages do not match the original text, first check whether this round hit anything and which material was hit, then check trimming | In the conversation, open the citation markers and compare against the source document; check whether the source identifier in quoteList can refer back to the original passage |
Three common errors
- Phenomenon: the same partner name is written differently in the management cooperation agreement and the distribution cooperation materials, and the dates also do not match. Cause: the two materials were entered separately, and the name and date of the same record were not aligned.
- Phenomenon: the advertising review form has been updated, but the knowledge base still retrieves the old review conclusion. Cause: versions are not synchronized, and the new batch of materials has not replaced the old passages.
- Phenomenon: cited passages do not match the original text, and there are no citation markers in the answer. Cause: first check whether this round hit anything and which material was hit, then check trimming; an empty citation array does not mean retrieval failed.
How to verify the setup
Acceptance for this function: ask a question with an original-text basis, and check whether the citation array and markers can refer back to the original text; then ask a question with no matching materials, and confirm that the array is empty while the pipeline runs through.
Business test: ask a cross-material basis question and see whether the answer gives a traceable source.
- In the node, check the selected knowledge base collections and their vector models, and open the search parameter panel to check the values item by item.
- Run a trial query with a question that has no matching materials, record the number of array items and the
quoteMaxTokenbudget, and check the source identifiers inquoteListwithinresponseData.