Deployment and Upgrade for Traditional Chinese Medicine Research Report Retrieval

Traditional Chinese medicine (TCM) specialized research reports for financial investment research draw data primarily from professional industry

What the data for this category looks like

Traditional Chinese medicine (TCM) specialized research reports for financial investment research draw data primarily from professional industry research institutions, publicly disclosed documents of TCM enterprises, and statistical materials for medical sub-sectors. Update frequency follows industry trends. Regular updates follow a quarterly schedule. Additional releases are issued when policy adjustments or major industry changes occur. Document structures include modules such as industry overviews, supply and demand analysis, operating data breakdowns, and risk warnings. Embedded multi-dimensional tables contain fields including medicinal material names, origins, harvesting cycles, unit prices, production capacity, and proportional indicators. Each field uses clear measurement standards.

Constraints on deployment and upgrade from these characteristics

Embedded multi-table document structures require configuring table parsing support parameters during deployment. This prevents table content from being truncated or semantic connections from being broken. Unfixed update frequencies and random trigger nodes require supporting incremental synchronization configurations during upgrades. Full knowledge base reconstruction is not needed. Fields with clear measurement standards require enabling field-level retrieval configuration during deployment. This ensures retrieval results match precise measurement dimensions. Data sources include publicly available enterprise documents. Compliant file import permissions must be configured during deployment to prevent sensitive content from being accessible to unauthorized parties.

How to set configurations

Configuration ItemRecommended Value RangeRationale
chunkSize800–1200 charactersTCM research reports contain embedded multi-dimensional tables. Excessively long chunk sizes damage table semantic integrity. Excessively short chunk sizes increase retrieval redundancy
PARSE_TABLE_ENABLEEnabledResearch reports contain large numbers of supply and demand, price tables. Enabling this parameter preserves table structure and field associations
maxContext1500–2000 charactersTCM research reports have dense specialized terminology. Sufficient context must be retained to ensure coherent response logic, while avoiding exceeding model context limits
RECALL_SIMILARITY_THRESHOLD0.75–0.85TCM industry terminology is highly specialized. A threshold that is too low introduces irrelevant results. A threshold that is too high may miss precisely matched content
RECALL_LIMITSet based on business requirementsMust balance research report content density and business scenarios to control the number of valid results returned per retrieval
PARSE_FILE_TIMEOUT_SECONDS300 secondsTCM research reports often contain long tables and dense data. Extended parsing timeout prevents parsing failures

The parameter values provided on this page are common recommended starting points for configuration. Actual values are affected by material format, data volume, and business rules. Specific issues require individual analysis. It is recommended to test on your own samples before finalizing values.

Three common configuration errors

  • Phenomenon: The number of retrieval results exceeds the RECALL_LIMIT set value, or the total token count of content referenced in responses exceeds the maxContext limit. Cause: No coordinated restriction is configured for both chunkSize and maxContext. Excessively large chunk sizes cause individual chunks to exceed the reference limit directly.
  • Phenomenon: After importing XLSX-format research report data, table content cannot be retrieved normally. Cause: The PARSE_TABLE_ENABLE parameter is not enabled, or table field mapping rules are not configured.
  • Phenomenon: Image pull failures or configuration loss occur during intranet deployment and upgrades. Cause: Stable version (such as 4.6.7) image packages are not cached in advance, or intranet image sources and data backup paths are not configured.

How to confirm proper configuration

  • Upload a single TCM research report PDF, check if the parsed text retains complete table structure, and verify that table fields match the original document.
  • Test retrieval of TCM industry-specific terminology, check the relevance of returned results, and adjust the similarity threshold to a reasonable range.
  • Configure an incremental synchronization task, manually trigger a synchronization, and verify that newly added research report data is correctly imported into the knowledge base.
  • Check system operation logs to confirm that no errors appear in logs for parsing timeouts, retrieval recall, and other parameters. Verify that parameter configurations match interface displays.

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.