What data looks like for this category
Data sources for this category cover registered process documents, DCS collected production data, LIMS system test results, chromatography data systems, weighing systems and QMS compliance records. Data updates trigger upon completion of each production batch and each process step, with no fixed scheduled cycle. Daily business documents include batch production records, material balance ledgers, reaction and purification logs, cleaning validation records, impurity profile reports, deviation and change application documents. Data fields cover process parameters, batch identifiers, test results and compliance record items. No additional fictional statistical values are included.
Constraints during deployment and upgrade
This category’s data sources cover multiple heterogeneous systems. During deployment, permission configuration and format conversion logic for multi-source data docking must be adapted. Data updates trigger upon completion of each production batch and each process step. During deployment, incremental synchronization mechanisms must be configured to ensure data timeliness. Daily document types are diverse and include compliance-related records. During deployment, multi-format document parsing rules must be preset to support import of different business documents. Data fields involve process parameters and compliance records. During upgrade, audit traceability of data storage and retrieval must be maintained to avoid compliance risks.
How to set configurations
This document is written based on FastGPT v4.17.0.
| Configuration Item | Recommended Value | Rationale |
|---|---|---|
DB_MAX_LINK | 100–200 per minute | This category has high data update frequency. Concurrent connection requests from multiple source systems must be supported to avoid exceeding connection limits |
MONGODB_URI | Connection string for a dedicated compliance storage instance | This category’s data includes compliance records. Independent storage must be used to ensure data isolation and audit traceability |
REDIS_URL | Local cluster address with 8 GB memory and persistent storage enabled | High-frequency queried impurity profile and batch data must be cached to ensure response speed for Q&A |
STORAGE_S3_ENDPOINT | Enterprise intranet object storage service endpoint | Documents for this category must be stored in a compliant intranet environment to avoid compliance risks from external network transmission |
ROOT_KEY | 32-bit randomly generated secret key | System background access permission security must be ensured, in compliance with pharmaceutical production management requirements |
Three common mistakes
- Phenomenon: After offline deployment of the m3e-large-api:latest container, a curl request returns no output. Logs show failure to pull external network cl100k.tiktoken resources. Cause: Local tokenizer file path is not configured. The system attempts to pull external network resources by default, which does not meet the compliance requirements for intranet deployment in this category.
- Phenomenon: After configuring multi-user permissions, non-administrator roles cannot access compliance-related equipment maintenance documents. Cause: The permission group associated with
ROOT_KEYis not bound to the access rules for compliance documents, resulting in invalid compliance data permission control. - Phenomenon: When importing multiple batches of production records in bulk, the system prompts insufficient storage resources. Cause: The storage bucket quota corresponding to
STORAGE_S3_ENDPOINTis not adjusted, and sufficient space is not reserved for storing production and test documents from multiple batches.
How to confirm configurations are properly set
- Perform multi-source system docking tests to verify connectivity when pulling data from DCS, LIMS and other systems, and confirm that permission configurations comply with enterprise compliance management rules.
- Submit simulated equipment inspection and maintenance Q&A requests, check whether the response results include impurity profile data and maintenance records for the corresponding batch, and verify that the data synchronization logic is working.
- View system operation logs to confirm there are no external network resource request records, and verify that intranet deployment configurations are compliant.
- Test multi-user permission switching operations, confirm that document access scope for different roles complies with internal enterprise management requirements.
The values provided are common starting points and should be measured against the reader's own samples.