What this category of data looks like
This category of data primarily comes from social insurance handling systems, personal benefit records, labor relations and work injury recognition systems, and the electronic social security card platform. The update frequency is daily. Commonly processed documents include benefit application forms, payment duration certificates, retirement approval forms, work injury recognition materials, and unemployment insurance benefit application materials. The data includes personal insurance enrollment status, payment duration, benefit application type, audit vouchers, and other content. Some data consists of structured forms, while others are scanned documents or unstructured materials with electronic signatures.
What constraints do these characteristics impose during deployment and upgrade
Data sources involve multiple internal systems, so deployment must adapt to the data interface formats of different systems to avoid data synchronization anomalies. The daily update frequency requires configuring incremental synchronization tasks after deployment to prevent excessive server resource usage from full synchronization. Documents include both structured forms and unstructured materials, so retrieval rules adapted to both data types must be configured. Processing results directly relate to personal benefit payments, so data verification logic must be added during deployment to ensure the accuracy of verification basis, and complete audit logs must be retained for traceability.
How to set configurations
| Configuration Item | Recommended Setting | Rationale |
|---|---|---|
DB_MAX_LINK | 10–20 records/second | Adapt to daily incremental social security data synchronization, avoid connection pool exhaustion |
MONGODB_URI | local intranet address, configure read-write separation | Connect to structured data storage of social insurance handling systems, ensure reading efficiency |
REDIS_URL | local cache instance, memory allocated 1000 MB | Cache frequently queried personal benefit records, shorten retrieval latency |
STORAGE_S3_ENDPOINT | intranet object storage address, single file limit 10 MB | Store unstructured work injury recognition and unemployment application materials, adapt to business document size |
FILE_TOKEN_KEY | generated according to business encryption rules | Ensure access security of uploaded benefit application materials, prevent unauthorized access |
Three common mistakes
- Consistent vector retrieval scores following containerized deployment. Phenomenon: all queries return identical similarity scores. Cause: vector database connection parameters were not configured correctly, resulting in indexes not being properly loaded, only default pending verification results are returned.
- Normal first call, subsequent request errors. Phenomenon: the first query responds normally, but subsequent multi-turn conversation requests trigger errors. Cause:
REDIS_URLwas not configured to store session cache, leading to context overflow or session loss. - Excessively long mixed retrieval time. Phenomenon: mixed retrieval response time exceeds 10 seconds. Cause: reasonable upper limit for number of documents retrieved per single query was not configured, and connection count was not controlled per
DB_MAX_LINK, leading to resource contention.
How to confirm configuration is complete
- Use FastGPT v4.17.0 to view vector database connection logs, confirm daily incremental synchronization task starts normally and has no errors.
- Initiate multi-turn conversation tests to verify that session context can be stored and read normally.
- Upload a single benefit application material to verify that the file can be stored and retrieved correctly.
- Adjust retrieval parameters, compare similarity scores of different queries, confirm results align with business logic.
The values provided here are common starting points and should be measured against the reader's own samples.
Question material comes from public community discussions. Configuration values are common starting points and should be measured against your own samples. Verified on 2026-09-28.