What the data for this use case looks like
Data for integrated services financial report analysis primarily comes from publicly disclosed annual reports, quarterly reports, and temporary announcements of listed companies, parent companies, subsidiaries, and associated companies, plus organized structured financial data tables. Updates follow disclosure cycles: quarterly reports are updated each quarter, annual reports each year, and temporary announcements are triggered by events. Single document lengths vary widely, from tens of pages to over 100 pages. Content includes structured financial fields such as attributable net profit and return on net assets, as well as unstructured analysis content. Field units mostly use ten thousand yuan or hundred million yuan as benchmarks, and some cross-border reports include foreign currency translation data.
What constraints do these characteristics impose on deployment and upgrade
Scattered financial report data sources from multiple entities and cycles, with different synchronization frequencies, require configuration of differentiated incremental update tasks. When upgrading, old data synchronization logic must be compatible to avoid interruptions. Wide variation in single document length, combined with large amounts of structured and unstructured content, lengthens file parsing time, so parsing timeout thresholds and sharding strategies need adjustment. Standardized structured financial field requirements mandate preset entity extraction classification rules during deployment. When upgrading models, field extraction accuracy must be verified. Sudden updates to temporary announcements require that deployed trigger-based parsing services can flexibly adapt to temporary task scheduling.
How to set configurations
| Configuration Item | Recommended Setting | Rationale |
|---|---|---|
PARSE_FILE_TIMEOUT_SECONDS | 600 seconds | Single financial report documents can be up to hundreds of pages long; default timeout durations are insufficient for complete parsing |
maxContext | 8000–12000 characters | Financial reports contain numerous technical terms and long sentences; a larger context window is needed to retain complete semantics |
RECALL_TOP_K | Top 10–15 results | Financial report data has dense fields; enough relevant fragments must be recalled to cover analysis requirements |
SYNC_INCREMENTAL_INTERVAL | Every hour | Quarterly report batch updates follow quarterly cycles, while temporary announcements require timely synchronization. Hourly incremental sync balances resource usage and timeliness |
ENTITY_EXTRACT_MODEL | Preset financial domain fine-tuned model | Financial reports include standardized financial fields; domain-adapted models are needed to improve extraction accuracy |
UPLOAD_FILE_MAX_SIZE | 500 MB | Single annual report PDF files typically range from 100–300 MB; this setting reserves sufficient upload space |
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 case-by-case analysis, and it is recommended to test on your own samples before finalizing settings.
Three common errors
- Issue: After upgrading to version 4.8.21, when the output thinking switch is enabled, <think></think> tag content is still displayed in the main body of replies. Cause: Front-end rendering configuration was not updated synchronously, or custom thinking content filtering rules were overwritten during the upgrade.
- Issue: After a fresh deployment, a database connection error occurs, and initial configuration cannot be completed. Cause: Database connection parameter environment variables were not configured in advance, or the deployment order of relational databases and vector databases was mixed up.
- Issue: Calling the user ID acquisition interface returns an empty field, and the userId parameter cannot be obtained. Cause: The userId parameter was not correctly appended to the interface request, or the default user ID acquisition logic was replaced after the upgrade.
How to confirm the configuration is correct
- Upload a single financial report document, check the parsing task's duration logs, and confirm that the duration matches the preset timeout threshold.
- Trigger an incremental sync task, check the number of new data entries in the database, and confirm that the sync logic is running normally.
- Call the user ID acquisition interface, pass test parameters, and confirm that the return status code is 200 and the userId field is not empty.
- Enable the thinking output switch, generate a financial report analysis reply, and confirm that the thinking content is correctly hidden and only the final analysis result is displayed.
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.