What the data for this category looks like
The documents and materials for pharmaceutical distribution mainly come from internal business systems, compliance management modules, and external regulatory reporting requirements. They cover purchase and sales contracts, GSP compliance documents, inbound and outbound warehouse slips, cold chain transportation records, invoices, and more. Data updates combine on-demand generation and scheduled updates. Purchase and sales contracts are generated in real time as business occurs. GSP documents are updated quarterly. Inbound and outbound warehouse slips are updated daily. Documents include structured fields such as national drug approval number, pharmaceutical batch number, cold chain temperature records, and transportation mileage. They also include unstructured content such as contract clauses and transportation instructions. All fields must meet the compliance verification requirements of the pharmaceutical distribution industry.
Constraints during deployment and upgrade
The multi-source heterogeneous document data from pharmaceutical distribution requires configuring storage links compatible with both structured and unstructured formats during deployment. The data includes compliance-sensitive fields. Permission isolation rules must be configured in advance during deployment to prevent sensitive information leaks. High-frequency updated inbound and outbound warehouse slips and cold chain records require retaining incremental data synchronization logic during upgrades. This avoids full data reimport that causes business interruptions. The fields of different documents vary widely. A field mapping configuration entry must be reserved during deployment to adapt to newly added compliance document types later. This also must match the field verification rules required by industry compliance standards.
How to set the configurations
| Config Item | Recommended Value | Rationale |
|---|---|---|
MONGODB_URI | mongodb://username:password@host:port/medical_circulation?authSource=admin | The large volume of pharmaceutical distribution document data requires a MongoDB instance with permission verification to adapt to storage needs for multiple document types |
REDIS_URL | redis://:redispassword@redis-host:6379/0 | High-frequency queries for inbound and outbound warehouse slips and session caching require Redis support to reduce concurrent pressure on the database |
STORAGE_S3_ENDPOINT | Address of the enterprise's own compliant object storage node | Pharmaceutical compliance documents must be stored in a controllable object storage to ensure data retention and access meet industry compliance requirements |
DB_MAX_LINK | 20–30 connections | The concurrent access volume of pharmaceutical distribution documents is high. Limiting database connection counts prevents resource exhaustion |
| Document chunk length | 800–1200 characters | Pharmaceutical documents contain specialized terminology and long paragraphs. Chunk length must cover complete specialized expression units to avoid semantic fragmentation |
Three common errors
- Symptom: Compliance document indexes for pharmaceutical distribution fail to load after deployment. The interface shows empty index fields. Cause: The local storage directory for pharmaceutical documents was not mounted in the docker-compose configuration. This prevents source files from being read during index construction.
- Symptom: After upgrading to FastGPT v4.17.0, calls to the document generation interface return authentication failure. Cause:
ROOT_KEYor third-party proxy secret parameters were not configured correctly. This causes interface authentication to fail. - Symptom: The system returns timeout status code 504 when generating pharmaceutical documents in bulk. Cause: The upper limit of
DB_MAX_LINKconnection count was not adjusted. This leads to database connection exhaustion, and the service cannot respond to requests in a timely manner.
How to confirm the configuration is complete
- Access the configured
FE_DOMAIN, log in to the FastGPT backend, and check that storage configuration items match the enterprise's own compliant storage node. - Upload a GSP compliance document for pharmaceutical distribution to trigger the index construction process. Confirm that there are no read failure log records in the backend.
- Call the document generation interface, pass simulated pharmaceutical business parameters, and check that the returned document format meets expectations.
- View system session logs to confirm there are no authentication or database connection timeout error messages during the pharmaceutical document generation process.
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.