What the documents look like
Channel receivables collection happens after credit sales, and its core concerns are credit authorization and cash recovery. The working materials are the receivables aging table, the collection letter, the credit agreement, and the shipment freeze notice. In a cross-border setting these materials commonly mix Chinese and English, and the currency and payment-term fields may not use the same language across documents. Tracing a citation back to a specific passage of source text therefore matters more than producing a fluent answer.
Typical participants include brand finance staff, sales back-office staff, and distributor owners. Errors carry consequences for bad debt, channel supply interruption, and sales targets. The brief states that this material updates weekly or monthly; this page does not infer any batch synchronization, full synchronization, real-time trigger, or transaction-triggered mechanism from that frequency.
Constraints at the citation tracing step
The knowledge base search node can associate one or more knowledge bases that share the same vector model, and it outputs citations as an array whose length may be zero. When the array is empty, that output path still runs through. The citation limit is controlled in tokens rather than a top-k count, because chunk lengths differ greatly in mixed knowledge bases. The minimum relevance value is a filter threshold that applies only under semantic retrieval or when result reranking is used; it is not a permission filter and does not perform entity isolation. Hybrid retrieval combines multiple retrieval paths through RRF, which is a fusion process rather than a switch. Reranking requires a rerank model and must be enabled in the settings. Image retrieval requires image input and matching model capability. Retrieval itself does not constitute authorization.
Hypothetical paper test case: A brand finance team holds an excerpt from a credit agreement whose source text reads: "Party A grants Party B a credit sales limit of RMB 800,000, with a payment term of sixty days from the shipment date; this agreement takes effect on the date both parties affix their seals." A second excerpt, from a shipment freeze notice, reads: "Because Party B shipped beyond its credit limit, shipments to this distributor are suspended from March 10, 2025, pending further notice after repayment." A draft sentence is now submitted for review: "Party B's credit agreement took effect on the seal date, so its over-limit shipment has been permanently frozen." The draft merges agreement effectiveness with a permanent freeze conclusion. The source only states "suspended" and "pending further notice after repayment," and the authorization boundary is not recorded.
Configuration and implementation checks
| Configuration or check item | Approach on this page | Correspondence to the sample |
|---|---|---|
| Associated knowledge bases | Verify that the selected knowledge base identifiers share the same vector model | The credit agreement and freeze notice must sit in knowledge bases using the same vector model |
| Citation limit | Hypothetical trial starting value of 2000 tokens, chosen because the two excerpts together fall under one thousand characters and allow line-by-line comparison | Covers the agreement and notice source text |
| Minimum relevance | Hypothetical trial starting value of 0.5, used to compare filtering behavior against 0.3 | Determines whether the draft sentence is retrieved |
| Search mode | Hybrid retrieval with reranking enabled | Agreement clauses and the keywords "freeze" and "suspend" coexist |
| Citation display | Compare the answer against cited source text item by item | Check whether "permanent" appears in the source |
| Document currency | Retrieve against the current version and a historical version separately | Confirm whether the freeze notice version has been replaced |
Three common errors
- Treating minimum relevance as a permission filter. Input: a query containing a different distributor number. Compare whether the returned citations include another party's materials. The observed result reflects similarity only, and no isolation claim can be made from it.
- Describing RRF as a switch that can be turned on. Input: a hybrid retrieval configuration. Compare how the documentation positions RRF. The observed result is that RRF belongs to the fusion process and has no separate enablement item.
- Rewriting "suspended" as "permanently frozen." Input: the draft sentence and the freeze notice source text. Compare whether "suspended" and "permanent" occupy the same field with mutually exclusive values. The observed result is that the source does not state permanence, so the draft is unsupported.
How to verify the setup
- Input the credit agreement and freeze notice from the hypothetical sample. Compare the draft sentence's "permanently frozen" against the source wording "suspended" and "pending further notice after repayment." Observe whether the word "permanent" appears in the citations. Its absence indicates the draft exceeds the source text.
- Input a query containing only a different distributor number. Compare whether the returned citations include the sample materials. Observe the contents of the citation array. If they do appear, record this as pending verification and do not assert permission isolation from it.
- Input an empty-result continuation scenario with a paper-recorded citation array of []. Compare whether the downstream answer step still executes. Observe whether the path runs through. Do not claim that a fictional rule retrieval necessarily returns [].
The primary task on this page is drafting review against supplied source wording and its limitations. The verification steps test that task directly by inspecting specific proposed copy sentences against the sample source text. Identity certification, report analysis, and other tasks fall outside this page. Where the source does not record a field, the value remains unknown, and the evidence gap is preserved rather than filled by inference.