What the data for this category looks like
The data for the refractory materials financing daily report comes primarily from daily research ledgers of industry associations, financing listing information for refractory material-related enterprises on commodity trading platforms, and public financing announcements from listed and unlisted refractory material enterprises. Data is updated on a daily basis, with each record corresponding to one financing transaction that occurred on the same day. The fixed document structure includes six core fields: full name of the financing subject, refined refractory material category (such as magnesia-carbon bricks, high-alumina castables), financing amount, financing round, release date, and information source platform. The unit for financing amount is uniformly ten thousand yuan RMB, and the round field uses standardized expressions common in the industry.
What constraints these characteristics impose on the citation sources and traceability workflow
Since the refractory materials financing daily report is updated daily and each single record corresponds to an independent transaction, traceability requires precise association with the specific release date and information source to avoid confusing financing records for the same subject at different times. Since the refined refractory material category field is included, citations must ensure that the associated financing information matches the currently queried category, to prevent irrelevant cross-category data from being included in results. Since data sources include multiple platforms, the original release channel of each record must be uniformly identified to avoid duplicate citations of the same transaction from different sources. Additionally, single records are short in length but there are many batch entries, so traceability requires quickly locating the unique identifier of a single record, avoiding the entire knowledge base file set to improve traceability efficiency.
How to configure the settings
| Configuration Item | Recommended Setting | Rationale |
|---|---|---|
maxRecallCount | Top 10 entries | Refractory materials financing daily report entries are short in length. A recall count of 10 can cover the necessary reference information for associated businesses, avoiding excessive redundant content interfering with dialogue logic |
similarityThreshold | 0.72-0.78 | Financing information for the same category has high text similarity. This threshold range can filter irrelevant entries while retaining weakly associated refined category financing data, adapting to the detailed query needs of refractory material categories |
enableDuplicateRemoval | Enabled | The same financing transaction may be published across multiple platforms simultaneously. Enabling deduplication avoids duplicate citations of the same business information, improving the accuracy of citation traceability |
referenceSourceField | Release date + information source | The refractory materials financing daily report has strong timeliness. This configuration allows clear traceability to the specific release channel and time, avoiding confusion between different financing records for the same subject, and meets the traceability requirements of industry data |
referenceIdType | Single data entry ID | Precise location to the unique identifier of a single financing transaction is required, avoiding the general ID of the knowledge base file set, matching the precise needs of business traceability |
recallSegmentLength | 500-800 characters | Single financing daily report data is short in length. This segment length can fully retain core fields without excessive splitting causing traceability confusion, improving the readability of citations |
The parameter values provided on this page are conventional recommendations used as a starting point for configuration. Actual values are affected by material form, data volume and business rules. Specific issues require individual analysis, and it is recommended to test on your own samples before finalizing settings.
Three Common Misconfigurations
- Symptom: After setting
maxRecallCountto above 20, the returned citation sources include a large number of duplicate entries. Cause: TheenableDuplicateRemovalconfiguration is not enabled, and no deduplication processing is performed for financing records from the same source and time. - Symptom: After uploading 100 refractory materials financing daily report files, some entries fail during training, and the corresponding ID cannot be displayed during citation. Cause: The
referenceIdfield in some files is empty or does not meet the system's format requirements, resulting in parsing failure. - Symptom: When calling the
referenceIdvariable in a conversation, the returned value is the knowledge base file set ID, not the unique identifier of a single financing record. Cause: ThereferenceIdTypeconfiguration is not set to single data entry ID, and the general file set ID of the knowledge base is used by default.
How to Confirm the Configuration is Correct
- Upload a single standard refractory materials financing daily report test file, trigger associated retrieval, and check the displayed citation source content to confirm that the
release dateandinformation sourcefields are included. - Upload two highly similar entries from the same category of financing daily reports, check whether the retrieval results automatically filter duplicate entries, with no duplicate citations.
- Call the
referenceIdvariable, verify that the returned value matches the unique identifier of a single financing record, and does not correspond to the knowledge base file set ID. - Adjust the
similarityThreshold, compare the relevance of retrieval results, and confirm that the threshold meets the information screening needs of the current business.
Question material comes from public community discussions. Configuration values are common starting points and should be measured against your own samples. Verified on 2026-09-14.