What this category's data looks like
Academic journal business cooperation management involves three types of materials: business cooperation agreements, advertising review forms, and distribution cooperation materials. Business cooperation agreements record the partner name, cooperation period, distribution quantity, revenue-sharing ratio, and signature; advertising review forms record the advertiser name, advertising content, review date, reviewer, and receipt; distribution cooperation materials record the distribution channel, distribution scope, distribution quantity, and receipt records. When these three types of materials enter the authorized access and external services function, business cooperation agreements serve as the basis for the authorization scope, advertising review forms serve as the basis for externally displayed content, and distribution cooperation materials serve as the basis for distribution data traceability. The material update cadence rolls forward quarterly or by cooperation cycle, and the field characteristics are five categories: name, quantity, date, signature, and receipt. If the name, quantity, or date of the same record does not match across two materials, the versions are not synchronized, or a signature or receipt is missing, that is a common inconsistency.
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 item containing the original text snippet and a source identifier, and the length can be 0. The externally available entry points and authorization scope are then completed by subsequent AI nodes, code nodes, or manual work.
| Object | Check | Verification action |
|---|---|---|
| Business cooperation agreement | Whether the partner name, cooperation period, distribution quantity, revenue-sharing ratio, and signature are consistent with the advertising review form and distribution cooperation materials | Compare the name, quantity, date, and signature one by one, and verify whether the receipts are complete |
| Advertising review form | Whether the advertiser name, advertising content, review date, reviewer, and receipt are consistent with the business cooperation agreement and distribution cooperation materials | Check the review date and signature, and inspect whether the versions are synchronized |
| Distribution cooperation materials | Whether the distribution channel, distribution scope, distribution quantity, and receipt records are consistent with the business cooperation agreement and advertising review form | Check the quantity and date, and inspect whether the receipt records are missing |
| Citation content output | The number of returned items is consistent with the matched materials; being empty is also normal | Run a test with a question that matches no materials, see whether the output is empty while the pipeline continues, record the array length, and separately check the quoteMaxToken budget |
Three common errors
- Symptom: the name, quantity, or date of the same record does not match across two materials. Cause: no cross-check was performed during entry, or versions were not synchronized, causing the old version to overwrite the new version.
- Symptom: materials are missing a signature or receipt. Cause: the circulation step was not closed-loop, and signatures and receipts were not archived together with the materials.
- Symptom: the cited snippet does not match the original text. Cause: first check whether this round matched anything and which material was matched, then look at trimming, and do not directly attribute it to length trimming.
How to verify the setup
This function's acceptance: ask a question that has original-text support, and check whether the citation array and footnote markers can point back to the original text; then ask a question that matches no materials, and confirm that the array is empty while the pipeline runs through. Check the number of citations and the quoteList field in responseData (non-streaming module results returned with detailed output enabled); the number of citations is the array length, and quoteMaxToken is the citation content budget, and the two are not compared for equality.
Business test: access once with a restricted identity, and see whether the visible scope matches the setting, with unauthorized content not visible.
- Open the search parameter panel and check item by item, confirming that the selected collections are consistent with their vector models
- Open the citation footnote markers in the conversation, compare against the source documents, and verify that each citation can point back to the original text paragraph