What data for this category looks like
Data for software development financing daily reports primarily comes from public industrial and commercial registration information, securities exchange disclosure announcements, industry credit service platforms, and corporate self-published financing press releases. Updates are synchronized daily for financing events disclosed on the same day; some late-disclosed events will be updated the following day. Most daily report documents use a structured format, including fields such as financing entity name, financing round, financing amount, investor list, disclosure channel, and release time. The unit of amount is uniformly ten thousand yuan or hundred million yuan in RMB; some financing events marked in USD will include exchange rate conversion references.
What constraints do these characteristics impose on the "citation sources and traceability" link
The structured multi-field characteristics of software development financing daily reports require that the citation traceability link accurately matches corresponding fields to avoid association errors caused by fuzzy recall. The daily update rhythm requires that the data source synchronization frequency aligns with the daily report update cycle to ensure cited content is the latest disclosed financing events. Differences in data formats across multiple sources require configuration of unified field extraction and standardization rules to eliminate inconsistencies in units and round descriptions. The timeliness of financing events requires that traceability directly links to original disclosure pages, retains a complete citation chain, and deduplicates duplicate-disclosed same financing events to avoid repeated citations.
How to set the configurations
| Configuration Item | Recommended Value | Rationale |
|---|---|---|
recall count | Top 10-15 entries | Software development financing daily reports have high requirements for field accuracy; too many recalls will introduce irrelevant financing events, while too few will fail to cover complete associated information |
similarity threshold | 0.75-0.85 | The entity names and round descriptions of financing events have high recognizability. A threshold that is too low will introduce non-target financing events, while a threshold that is too high may miss financing records of the same entity with different rounds |
segment length | 800-1200 characters | Structured content of a single financing daily report is concentrated; overly long segments will lead to incomplete field extraction, while overly short segments will split associated information of the same financing event |
knowledgeSearchMode | Field matching priority | The structured fields of software development financing daily reports are clear; prioritizing field matching recall improves citation accuracy and avoids false recalls from fuzzy matching |
data source synchronization cycle | 2 AM daily | Aligns with the daily update rhythm of financing daily reports, ensuring that financing events disclosed on the same day can be normally recalled in the knowledge base the next day |
The parameter values provided on this page are conventional recommendations used as starting points 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.
Three common configuration mistakes
- After the knowledge base is configured, the AI answer displays citation sources, but the content does not match the structured fields of the financing daily report. Cause: The field matching priority search mode is not enabled, and only general semantic recall is used, which cannot accurately match the specific fields of the financing daily report.
- After uploading a financing daily report dataset in structured table format, only text-format data sources are included in the citation scope. Cause: No parsing rules for structured data are configured, so the system cannot recognize field information in tables and can only process plain text content.
- After dynamically configuring the knowledge base search parameter
knowledgeSearchthrough workflow, the executed answer does not link to the cited document. Cause: The dynamic parameter is not bound to the knowledge base search conditions, resulting in the search scope not covering the target financing daily report dataset.
How to confirm the configuration is complete
- Upload a single standard software development financing daily report dataset, perform a knowledge base search, and check whether the fields of the recalled results match the original document.
- View the knowledge base data source synchronization log to confirm that the daily synchronization task has been executed normally with no abnormal records.
- Trigger an AI answer request, view the citation source module, and confirm that each citation entry includes the original disclosure link and release time.
- Adjust the
recall countparameter to verify whether the change in recall quantity meets the expected configuration.
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.