What the data for this category looks like
Data sources for brand agency operation financing daily reports include public financing announcements from brand entities, brand operation data ledgers from e-commerce platforms, and internal financing connection records from agency institutions. Updates are performed daily at midnight, synchronizing all full financing events from the previous day. Incremental synchronization is supported. Each document is a structured record containing fields including brand entity name, financing round, financing amount, investor, funds arrival date, corresponding adjusted monthly advertising budget quota, and affiliated agency brand line. The number of fields for this type of document varies widely across institutions. It is recommended to count or test based on your own samples before finalizing configurations. Financing amount uses ten thousand yuan or hundred million yuan as the unit. Dates use the YYYY-MM-DD format. Advertising budget quota uses ten thousand yuan as the unit.
Constraints on Knowledge Base Retrieval and Recall
The daily update requirement necessitates configuring an incremental synchronization mechanism to avoid excessive system resource usage from full synchronization. The multi-field structured data requirement necessitates configuring precise field matching rules to only recall results that include core fields such as brand name and financing round, preventing irrelevant data from being included in broad retrieval results. The strong timeliness requirement of financing daily reports necessitates limiting the recall time range to documents from the past 24 hours, ensuring returned results are the latest available financing information. The risk of inconsistent field units necessitates configuring a unit normalization rule to unify financing amount measurement units, avoiding retrieval deviations caused by unit differences. Batch import scenarios require adjusting upload file size and parsing timeout parameters to support batch processing of multiple documents.
How to Set Configurations
| Configuration Item | Recommended Value | Rationale |
|---|---|---|
UPLOAD_FILE_MAX_SIZE | 200 MB | Single documents for brand agency operation financing daily reports are mostly 10-50 KB; controlling the total size of a single batch to 200 MB during batch import avoids parsing timeouts |
recall_top_k | 8-12 | Brand agency operation financing daily reports need to cover all core brand financing events of the day; a value that is too high will exceed the model context window, while a value that is too low will miss key information |
similarity_threshold | 0.72-0.85 | Retrieval for financing daily reports requires precise matching of core fields such as brand name and financing round; a threshold that is too low will mix in irrelevant data, while a threshold that is too high will miss valid recall results for similar rounds |
incremental_sync_interval | 1 hour | Financing daily reports need to ensure data timeliness; pulling incremental data every hour can synchronize new financing events in a timely manner, avoiding the resource consumption of full synchronization |
PARSE_FILE_TIMEOUT_SECONDS | 300 seconds | Batch imported financing daily report document sets may contain thousands of individual entries; 300 seconds can complete full parsing without triggering system timeout limits |
max_context_characters | 800-1200 characters | The core information length of a single financing daily report is concentrated between 300-500 characters; retaining 800-1200 characters covers the full context without exceeding model input limits |
The parameter values provided on this page are all common starting points for configuration. Actual values are affected by material form, data volume and business rules. Specific issues require specific analysis, and it is recommended to test on your own samples before finalizing.
Three Common Mistakes
- Symptom: Retrieval results are empty or only return a small amount of irrelevant content. Cause: Precise matching rules for core fields such as brand name and financing round are not configured, and only global similarity retrieval is used, resulting in core information being filtered out.
- Symptom: The
recall_top_kvalue set during API calls cannot be adjusted to a higher number after being set to 6. Cause: The permission to customize the upper limit of the number of recalled entries is not enabled in the platform configuration items, or the system parameterMAX_RECALL_Kis not modified during private deployment. - Symptom: An error indicating that the file size exceeds the limit is prompted when importing financing daily report documents. Cause: The configuration value of
UPLOAD_FILE_MAX_SIZEis not adjusted; the default parameter is mostly 1 MB, and the batch imported daily report collection may exceed this threshold.
How to Confirm the Configuration Is Correct
- Upload a standard brand agency operation financing daily report document, check whether the parsed fields completely extract core information such as brand name, financing amount and financing round, and verify that the field extraction results are consistent with the original document.
- Initiate a retrieval test, enter a financing query for a specified brand, check whether the number of returned recalled entries conforms to the configured
recall_top_krange, and whether the results include the brand's financing information for the day. - Adjust the configuration value of
similarity_threshold, compare retrieval results under different thresholds, and confirm that the financing information of core brands is always recalled first, and irrelevant data is effectively filtered. - Test the incremental synchronization function, manually add a new financing daily report data for the current day, wait for the configured synchronization interval, and check whether the new data is included in the retrieval results.
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.