What the Data for This Category Looks Like
The data for education service financing daily reports comes primarily from public educational institution financing announcements, third-party industry investment and financing databases, and public disclosure information from local education authorities. Updates run once per workday, covering financing updates disclosed the previous day and in the recent period. Each daily report document has a fixed structure, including fields such as the full name of the financing entity, the affiliated education segment, financing amount (unit: ten thousand yuan or hundred million yuan), list of investors, financing round, disclosure date, and original publishing link. Each entry corresponds to a single public disclosure source, with no internal unpublished information. All fields are taken directly from original disclosure content, with no secondary processing.
What Constraints Do These Characteristics Place on the Traceability Process
The data characteristics of education service financing daily reports impose three constraints on the traceability process. First, each financing entry is bound to a unique public original link. During traceability, the link must point directly to this source, and only referencing transit addresses from third-party aggregation platforms is not allowed. This ensures that the information source can be traced back to the original disclosing party. Second, data is updated daily on workdays. The traceability process must verify the matching relationship between the disclosure date and the daily report’s publication date, to prevent mixing in expired or non-current-day financing information. Third, financing amounts use two units: ten thousand yuan and hundred million yuan. Segment descriptions are taken from original disclosures. During traceability, original units and segment tags must be fully retained, and no unauthorized conversion or modification is allowed, to avoid information deviation.
Configuration Settings
| Configuration Item | Recommended Value | Basis for This Setting |
|---|---|---|
Recall count | Top 10 entries | Education service financing daily reports have a limited number of entries per document. Too many recalled entries will increase context length, while too few will fail to cover all relevant financing updates |
Similarity threshold | 0.75–0.85 | The core keywords of financing daily reports (such as financing round, segment name) have high recognition. A threshold that is too low will introduce irrelevant industry information, while a threshold that is too high may miss matching entries |
PARSE_FILE_TIMEOUT_SECONDS | 300 seconds | A single financing daily report usually contains dozens of financing entries, so document parsing takes a long time. The default timeout setting cannot cover the complete parsing process |
Citation source display toggle | Enabled | Education service financing daily reports have clear traceability requirements. The original disclosure link must be shown to users to ensure information traceability |
Rerank result count | Top 5 entries | The reranking step is used to further filter low-correlation results. 5 entries can retain the most core financing updates, balancing information density and readability |
Vector Model | Calibrate by actual measurement | Different vector models have varying effects on encoding financial domain terminology. Adjustments and adaptations must be made based on actual recall accuracy |
The parameter values provided on this page are common recommended starting points for configuration. Actual values are affected by material form, data volume, and business rules. Specific issues require specific analysis. It is recommended to test on your own samples before finalizing settings.
Three Common Mistakes
- Symptom: An error
Cannot redefine property: toStringoccurs when uploading or parsing a financing daily report document. Cause: The document contains custom fields with the same name as system built-in methods, leading to property redefinition conflicts. - Symptom: The original source link is not displayed in recall results. Cause: The
Citation source display toggleconfiguration is not enabled, or the file bound to the knowledge base does not retain the metadata of the original publishing link. - Symptom: Knowledge base recall results do not change after switching the vector model. Cause: The vector index for uploaded financing daily report documents is not regenerated, and the encoding results from the old model are still used.
How to Confirm Configuration is Successful
- Upload a test education service financing daily report document, and check if the parsed fields fully retain the original disclosure’s financing amount units, segment tags, and publishing link.
- Initiate a query containing keywords related to education service financing, and check if the number of recall results matches the configured
Recall countvalue. - Click the source link of the recall result, and confirm that it redirects to the original public disclosure page, not a third-party aggregation platform.
- After switching the vector model, regenerate the document index and initiate a query. Compare the correlation differences between the two recall results to confirm the configuration takes effect.
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.