What the data for this category looks like
Medical device marketing content data primarily comes from medical device registration certificates, product manuals, clinical study reports, official compliant promotional materials, and dealer filing documents. Updates are triggered by product iterations, regulatory policy adjustments, or changes to compliance requirements, with no fixed cycle. Each document’s structure includes product model, registration certificate number, applicable departments, clinical indications, and core performance parameters. Parameter units are mostly medical engineering units such as millimeters, milliamps, scan duration in seconds, and number of scan layers. Some documents also include layered instructions for applicable patient populations.
What constraints these characteristics impose on deployment and upgrade workflows
Data sources for medical device marketing content are scattered, and compliance requirements are strict. The deployment phase must complete compliance checks and field alignment across multiple source documents to avoid including invalid or non-compliant content. No fixed update cycle requires the upgrade process to support on-demand incremental synchronization, preventing full re-runs that consume resources. Professional parameter units are tied to medical engineering specifications. Deployment must pre-set unit validation rules to prevent errors during parameter transfer. Layered content for clinical indications and applicable populations requires synchronized adjustments to recall logic adaptation rules during upgrades.
How to set configurations
| Configuration Item | Recommended Value | Rationale |
|---|---|---|
PARSE_FILE_TIMEOUT_SECONDS | 300-600 seconds | Medical device documents often contain long clinical data sections, with longer parsing times than general documents, so sufficient parsing duration must be reserved |
UPLOAD_FILE_MAX_SIZE | 2000 MB | Single medical device registration certificates or clinical reports may include multi-page scanned documents, resulting in larger total file sizes |
reranker_access_token | Obtained by following the developer guidelines of the corresponding model platform | This parameter is the identity credential for a third-party reranking model, and must be applied for through official channels |
default_knowledge_base_id | Specify the corresponding knowledge base ID when importing the JSON configuration | Medical device marketing content must be bound to a dedicated compliant knowledge base to avoid invocation errors caused by default empty selection |
FLUX_PLUGIN_ENABLED | Enabled based on marketing scenario requirements | Some medical device marketing content requires generation of device appearance or simulation demonstration content, which requires adaptation to model parameters dependent on the plugin |
SYSTEM_LOCALE | zh-CN | The target audience for medical device marketing content is mostly domestic users, so the interface and logs must use Chinese formatting |
The parameter values provided on this page are common starting points for configuration. Actual values are affected by material form, data volume, and business rules. Specific issues require individual analysis, and it is recommended to test on your own samples before finalizing settings.
Three common configuration errors
- The FLUX plugin fails to load, with logs returning model recognition errors. Even when correct LoRA weights and ratio parameters are passed, the plugin does not function. The cause is that FLUX generation requirements for medical device marketing content mostly target professional device appearance or simulation scenarios. The file suffix and naming specifications of the corresponding LoRA model must be matched. Incorrect file name formats will cause the plugin to fail to recognize the model file.
- After importing the JSON configuration, the knowledge base selection field is empty, and the specified knowledge base cannot be bound directly. The cause is that the
default_knowledge_base_idparameter is not specified in the imported configuration. The system cannot automatically match the target knowledge base, requiring manual selection and interrupting the workflow. - After image migration is complete, the login interface and knowledge base management page switch to English format. The cause is that the
SYSTEM_LOCALEparameter is not set tozh-CNduring deployment. The system loads the English language pack by default, resulting in abnormal interface display.
How to confirm the configuration is correct
- Upload a medical device registration certificate document, check if the parsed fields include preset items such as registration certificate number and applicable departments, to confirm that the parsing rules are adapted to the category characteristics.
- Trigger an incremental synchronization task, check if the update log only synchronizes newly added or modified compliant documents, to confirm that the incremental synchronization logic of the upgrade process is effective.
- Call the marketing content generation interface, check if the returned results include compliant clinical indication descriptions, to confirm that the parameter validation and compliance check rules are working properly.
- View the system language settings, confirm that the interface is displayed in Chinese format, to verify that the
SYSTEM_LOCALEparameter is effective.
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.