What the data for this category looks like
Telecommunications service research reports originate primarily from securities firm telecommunications industry research teams, public reports from telecommunications industry associations, and quarterly operational data released by leading operators. Updates follow a monthly and quarterly routine schedule. Ad-hoc special reports are issued during major industry technology iterations or policy adjustments. Each single document includes modules such as industry overview, market size, competitive landscape, core technical parameters, and investment advice. Fields cover professional dimensions including publishing institution, publishing date, user scale (unit: ten thousand households), base station count (unit: units), revenue data (unit: hundred million yuan), and investment rating. Average text length ranges from 5000 to 12000 characters.
What constraints do these characteristics impose on model access and configuration?
The long text attribute of telecommunications service research reports requires model access to support larger context windows. This prevents truncation of core technical and financial data. Multiple structured fields require configuring field mapping rules. This ensures accurate association of information corresponding to each dimension during retrieval. The high-frequency update feature requires configuring timed synchronization parameters. This maintains the timeliness of research report data. Dense professional terminology in text content requires embedding and reranking models to adapt to telecommunications industry semantic characteristics. This improves recall and Q&A accuracy. Some research reports include segmented data across multiple tracks. This requires configuring multi-dimensional recall rules to cover information needs in different segmented telecommunications sectors.
How to set the configurations
| Configuration Item | Recommended Value | Rationale |
|---|---|---|
maxContext | 8000-12000 characters | Adapts to the standard length of single telecommunications service research reports (5000-12000 characters) to avoid truncation of core technical parameters and financial data |
rerankModel | gte-rerank-v2 | Adapts to the semantic matching logic for telecommunications industry professional terminology, improving the recall accuracy of segmented track information |
ragRecallTopK | Top 8-12 results | Covers information needs across multiple segmented telecommunications sectors, avoiding the limitations of single recall results |
fieldExtractSchema | Issuing Organization, Release Date, Core Technical Parameters, Revenue Data, Investment Rating | Extracts core decision-making fields from telecommunications service research reports, filtering redundant information interference |
syncInterval | Every 12 hours | Matches the standard update cycle of securities firm research reports, maintaining data timeliness |
modelTimeout | 300 seconds | Adapts to the response time requirements for long text processing and multi-field extraction |
The parameter values provided on this page are common recommended starting points for configuration setup. Actual values are affected by material format, data volume, and business rules. Specific issues require targeted analysis. It is recommended to test on your own samples before finalizing settings.
Three Common Configuration Errors
- A
400 Bad Requesterror occurs when callinggte-rerank-v2. This happens if the correct API key and access address are not filled in the model configuration, or if the deployed reranking model version does not match the call parameters. - The
ONEAPI_BASE_URLenvironment variable is not recognized after docker compose deployment. This occurs if the parameter mapping is not added to the service configuration in the compose file, or if the configuration file is not updated synchronously. - The large model thought process is not displayed in dialogue results during retrieval Q&A. This happens if the
enableThoughtswitch in the model access configuration is not enabled, or if a thought process display node is not configured in the dialogue chain.
How to Confirm Successful Configuration
- Upload a test telecommunications service research report. Verify that the segmented text length does not exceed the range set by the
maxContextconfiguration. - Initiate a query containing telecommunications professional terminology. Check that the recall results include the core fields specified in
fieldExtractSchema. - View the reranking model call logs. Confirm that the request format and parameters for
gte-rerank-v2meet deployment requirements. - Check the running status of the timed synchronization task. Verify that research report data is automatically updated within the cycle specified by the
syncIntervalconfiguration.
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.