What the Data for This Category Looks Like
Data sources include public financing disclosure documents and third-party industry monitoring databases. Updates occur daily, covering financing events for the aesthetic medicine track on the same day and within the past 7 days. Each record has seven core fields: financing entity name, financing round, financing amount, investor list, disclosure date, institution location, and core business type. Financing amount uses RMB ten thousand or hundred million yuan as its unit. Financing round uses standardized industry terminology. Disclosure date follows the YYYY-MM-DD format. Some undisclosed financing amounts are marked as pending completion.
What Constraints Do These Characteristics Impose on Knowledge Base Retrieval and Recall
Partial field missing from public data sources requires retrieval to support matching null fields, preventing missed recalls due to incomplete fields. The daily incremental update rhythm requires configuring scheduled sync tasks for the knowledge base, avoiding resource consumption from full re-runs. Multi-field joint retrieval needs support for combined filtering by dimensions such as entity, round, and business type, improving retrieval accuracy. Inconsistent financing amount units require unit normalization during document parsing, ensuring accurate numerical matching.
Configuration Settings
| Configuration Item | Recommended Value | Rationale |
|---|---|---|
PARSE_INCREMENTAL_SYNC_CRON | 0 1 * * * | Matches the daily update rhythm of aesthetic medicine financing daily reports. Running at 1 AM avoids peak business hours and ensures data synchronization efficiency |
RECALL_TOP_K | 8-12 results | The standard display volume per page for aesthetic medicine financing daily reports is 10. This range balances recall completeness and context load control |
SIMILARITY_THRESHOLD | 0.72-0.78 | Financing events in the aesthetic medicine track have high keyword density. This interval filters out irrelevant content while preserving matching results for specific financing rounds |
DOC_PARSE_FIELD_MAPPING | Map to disclosure date, financing entity, financing amount, and round fields | Matches the core retrieval dimensions of aesthetic medicine financing daily reports, improving the accuracy of multi-condition joint retrieval |
PARSE_FILE_MAX_SIZE | 20 MB | Adapts to the standard file size range of aesthetic medicine financing daily report data sources, with reasonable buffer to avoid parsing failures |
RERANK_TOP_N | Top 5 results | Focuses on the most relevant results that users care about, filtering out low-match recall content |
The parameter values provided on this page are common starting points for configuration. Actual values are affected by material format, data volume, and business rules. Specific issues require individual analysis. Testing against local samples is recommended before finalizing settings.
Three Common Pitfalls
- Phenomenon: An empty result is returned after initiating retrieval via chat, but retrieval tests in the knowledge base backend can normally recall content. Cause: The
RERANK_TOP_Nreranking parameter is not configured, or the similarity threshold is set too high, causing valid recall results to be filtered out. - Phenomenon: When uploading aesthetic medicine financing daily report data source files, the knowledge base backend shows upload success, but no corresponding field content appears after parsing. Cause: Custom field mapping for
DOC_PARSE_FIELD_MAPPINGis not enabled, or unit normalization configuration for financing amounts is not applied, causing the parsing logic to fail to identify target fields. - Phenomenon: After local deployment, attempting to upload knowledge base materials with multiple accounts results in permission errors. Cause: Local deployment enables single administrator account mode by default, and multi-account authentication configuration is not enabled, making it impossible to support simultaneous operations by multiple users on the knowledge base.
How to Confirm Proper Configuration
- Access the knowledge base management backend, upload a single aesthetic medicine financing daily report data source file, and verify that parsed fields match the preset
DOC_PARSE_FIELD_MAPPINGconfiguration. - Manually trigger the incremental sync task, and confirm that data updates complete within the time window defined by
PARSE_INCREMENTAL_SYNC_CRON. - Input "aesthetic medicine Series A financing" into the knowledge base test retrieval box, and check that the number of recalled results falls within the range set by
RECALL_TOP_K. - Initiate the same retrieval via the chat interface, compare backend test results with chat-returned recalled content, and confirm that post-reranking result matching meets expectations.
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.