What data in this category looks like
Data sources for telecom service investment research include carrier quarterly financial reports, technical white papers from communication equipment manufacturers, industry standard documents such as 3GPP, base station operation logs, and user operation reports. Data update rhythm adjusts based on standard release cycles, financial report deadlines, and equipment iteration schedules. Document structures include structured parameter tables, long technical paragraphs, and operational data appendices. Fields cover communication frequency bands, throughput, latency, device models, user scale, and similar items. Units include MHz, Gbps, ms, ten thousand households, and others.
Constraints imposed by these characteristics on the model access and configuration workflow
Telecom service investment research data has a high proportion of structured content, dense professional terminology, and wide variation in document length. This requires the model access workflow to adapt to structured field recall. Demand for long documents and batch upload of multiple documents requires adjustments to parsing timeout and upload limit configurations. Varying update rhythms across different data sources requires configuring incremental sync trigger rules. The high distinctiveness of professional terminology requires adjusting the similarity threshold to prevent irrelevant content from being included in recall results.
How to set configurations
| Configuration Item | Recommended Setting | Rationale |
|---|---|---|
chunkSize | 1000–1500 characters | Telecom service documents include long technical paragraphs and parameter tables. This length preserves the integrity of individual sets of technical parameters |
similarityThreshold | 0.75–0.85 | Telecom investment research data has many professional terms. A higher similarity threshold is needed to filter irrelevant recall results |
recallTopK | Top 8–12 entries | Correlated information in telecom research reports and technical documents is scattered. An appropriate number of recall entries can cover complete technical logic |
PARSE_FILE_TIMEOUT_SECONDS | 600 seconds | Large telecom equipment white paper files have significant size. Extended parsing timeout is required |
UPLOAD_FILE_MAX_SIZE | 1000 MB | Supports batch upload of multiple carrier quarterly operation reports and technical documents |
vectorModelProvider | Select based on private deployment environment | Vector recall of telecom data requires adaptation to structured fields. Confirm the field types supported by the vector model in advance |
The parameter values provided on this page are common recommendations used as a starting point 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 configuration errors
- Phenomenon: Externally published applications return empty reference results, while local tests run normally. Cause: The permissions for the corresponding knowledge base are not bound in the release channel configuration, or cross-domain access for the corresponding domain name is not enabled.
- Phenomenon: Model calls return a 400 status code in version 4.8.21, but no such issue occurs in version 4.8.9. Cause: The new version upgraded the verification logic for model input parameters, and does not adapt to the non-standard input format of older model versions.
- Phenomenon: Communication data content cannot be recalled after enabling the index model. Cause: The field mapping rules for the vector model are not configured, and the structured fields of communication data are not included in the index scope.
How to confirm successful configuration
- Upload a typical telecom technical white paper, and check that the parsed segments retain complete parameter groups without truncation.
- Initiate a test call, and verify that the number of recall results matches the
recallTopKconfiguration, and the similarity meets the set threshold. - View the model call logs, and confirm that the returned results include professional terms and data fields related to telecom services.
- After configuring an external call channel, initiate an external request to verify that the returned results match the local test 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.