What the data for this category looks like
The data sources for telecommunications service research reports in the financial sector primarily consist of special telecommunications industry research reports from securities research institutes, operator operation data internally organized by financial institutions, and public telecommunications track reports from third-party financial data platforms. Update rhythms fall into two categories: industry-wide research reports are updated on a quarterly basis, while special research reports for segmented tracks such as 5G and satellite communications are released irregularly. The document structure usually includes three parts: core business data, industry trend analysis, and policy-related interpretation. Core fields include user scale, revenue per user, and total revenue, with corresponding units of ten thousand households, yuan, and hundred million yuan respectively. Some research reports include structured business proportion tables.
What constraints these characteristics impose on deployment and upgrade
The multi-source and differentiated update rhythms of telecommunications service research reports in the financial sector require configuring differentiated scheduling cycles for multi-source data pulling during deployment, to avoid delayed updates affecting investment analysis decisions. Research reports contain structured business data and long-text analysis paragraphs, requiring adaptation to long-text segment parsing and structured field extraction rules during upgrade, to ensure accurate mapping of core investment-related data. The irregular release feature of special research reports for segmented tracks requires reserving a configuration entry for custom track classification during deployment, so that corresponding knowledge base classifications and recall weights can be added quickly during upgrade. Numeric fields with clear units require configuring data cleaning rules during deployment, unifying unit formats and field mapping logic, to avoid inconsistent data formats affecting retrieval accuracy.
How to set the configurations
| Configuration Item | Recommended Value | Rationale |
|---|---|---|
PARSE_FILE_TIMEOUT_SECONDS | 300-600 seconds | Telecommunications service research reports mostly contain long-text analysis and structured tables, this range covers parsing requirements for most single reports |
maxContext | 8000-12000 characters | Sufficient contextual association must be retained after segmenting long report text, to avoid key logic breaks affecting retrieval accuracy |
RECALL_TOP_K | Top 8-12 entries | Segmented track data for telecommunications service research reports is relatively vertical. Too many recalled entries will introduce irrelevant information, while too few may miss core investment-related data |
UPLOAD_FILE_MAX_SIZE | 1000 MB | Some special research reports include multi-page high-definition charts and supporting data attachments, this upper limit covers most compliant upload scenarios |
SYNC_INTERVAL | Configured by data source type: Sync operator data every 1 day, sync industry research reports every 7 days | Operator data is updated monthly, industry research reports are updated quarterly. Differentiated synchronization matches the timeliness requirements of financial investment |
PARSE_STRUCTURED_TABLE | Enabled | Telecommunications service research reports contain a large number of structured business data tables. Enabling this option allows accurate extraction of fields and numeric values |
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 case-by-case analysis. It is recommended to test on your own samples before finalizing settings.
Three common mistakes
- Phenomenon: The deployed assistant does not have access permissions set, and unauthorized users can view all knowledge base content. Cause: The
team_access_controlconfiguration item was not enabled during deployment, and access permissions for the knowledge base were not assigned to different roles. - Phenomenon: Calling the LLM during debug preview returns no response or a
400 Bad Requesterror. Cause: TheLLM_API_BASEandLLM_API_KEYparameters were not configured correctly, or the locally deployed LLM service did not open the corresponding network port. - Phenomenon: Some files fail to parse during batch upload of research reports, and the interface displays a
Parsing timed outprompt. Cause: The configured value ofPARSE_FILE_TIMEOUT_SECONDSis set too low, failing to match the parsing time required for long-text research reports.
How to confirm the configuration is complete
- Enter the knowledge base management interface, verify that the scheduling cycle of multi-source data synchronization tasks matches the data source type, and confirm that the configured
SYNC_INTERVALaligns with the update rhythm of the corresponding data source. - Upload a typical telecommunications service research report, check if the parsed structured fields are complete, and verify that the
PARSE_STRUCTURED_TABLEconfiguration is active. - Create a test application, configure the corresponding LLM service address and key, initiate a debug request, and confirm that the LLM call link works normally.
- Enter the permission management interface, assign access permissions for the specified knowledge base to different roles, and verify that unauthorized roles cannot view restricted content.
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.