What the data for this category looks like
Publishing industry research report data comes from in-house research report libraries of publishing institutions and third-party industry research report content with compliant authorization. Update rhythm follows the official release cycle of reports, with no fixed frequency, and the length of single documents varies widely. Documents use standard publishing formats, including cover pages, core summaries, industry data tables, case analyses, appendix notes and other modules. Fields include unique report identifiers, publishing entities, release dates, industry classifications, investment ratings, target price units, revenue forecast values, and some fields have clear measurement attributes.
Constraints Imposed by These Characteristics on Deployment and Upgrade
Research report data involves compliant authorized content. Deploy with data source permission verification nodes to prevent unauthorized content from accessing the system. Some single research report documents exceed 100,000 characters. Adjust the parsing service timeout threshold and segmentation processing parameters during deployment to avoid parsing task interruptions. Fields include numerical content with units. Preset field mapping rules during deployment to ensure unified units in retrieval results. Research report updates have no fixed cycle. Upgrade to adapt to incremental synchronization logic, avoid excessive cluster resource usage from full synchronization, and synchronously update permission verification rules to adapt to new released report grading requirements.
Configuration Recommendations
| Configuration Item | Recommended Value | Rationale |
|---|---|---|
PARSE_FILE_TIMEOUT_SECONDS | 600-900 seconds | Single research report has long length, sufficient time is required to complete format parsing and content splitting |
UPLOAD_FILE_MAX_SIZE | 2000 MB | Some research reports include high-definition charts and attachments, single file size exceeds general document limits |
maxContext | 8000-12000 characters | Core content of research reports is highly professional, sufficient context must be retained to support accurate recall and question answering |
Recall count | Top 8-12 results | Must cover multi-dimensional content of core research report arguments, balance recall volume and retrieval efficiency |
Similarity threshold | 0.75-0.85 | Balance accuracy and recall coverage, avoid missing relevant professional research report content |
Rerank result count | Top 3-5 results | Prioritize displaying the most relevant research report fragments, reduce user screening cost for retrieval results |
The parameter values provided on this page are common starting points for configuration. Actual values are affected by material format, data volume and business rules. Specific issues require specific analysis, and it is recommended to test on your own samples before finalizing.
Three Common Misconfigurations
- Phenomenon: After starting a local Windows deployment, container logs only show partial startup information, and full service initialization is not completed. Cause: The
PARSE_FILE_TIMEOUT_SECONDSparameter was not adjusted to adapt to long document parsing, causing the parsing module to time out before completing startup. - Phenomenon: Port 3001 of the container can be accessed normally, while port 3000 cannot be accessed, returning a
502 Bad Gatewayerror. Cause: Reverse proxy port mapping was not configured correctly during local deployment, or port 3000 is occupied by other local services. - Phenomenon: When calling a created knowledge base application via a public interface, empty results or unauthorized prompts are returned. Cause: Interface access permission was not enabled in application settings, or a valid
apiKeyparameter was not carried correctly.
How to Confirm Correct Configuration
- Upload a single research report document with a length exceeding 100,000 characters, and confirm that the parsing task completes within the configured timeout period.
- Access ports 3000 and 3001 bound to the service, confirm that ports are not occupied by other processes, and that the reverse proxy configuration takes effect.
- Call the preset application interface, carry a valid
apiKey, and confirm that valid dialogue response content is returned. - Retrieve research report content containing specific unit fields, and confirm that field units match the preset mapping rules.
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.