What data for this category looks like
Medical device marketing-related data primarily originates from official registration certificate documents, product manuals, clinical test reports, and dealer qualification documents. Updates are triggered by product iterations, registration certificate renewals, or parameter changes, with no fixed schedule. Most documents are multi-page PDF files; some are scanned copies and feature clear chapter divisions. Fields include registration certificate numbers, model specifications, manufacturer names, applicable scope, and test report numbers. Units cover medical-specific metrics such as radiation dose, pressure, and flow rate, and some fields include clinical-related numerical values.
What constraints do these characteristics impose on forms and interactions
Disparate data source formats, including scanned copies and editable documents, require forms to support multi-format uploads and high-precision OCR recognition. Fields have fixed formats and specialized units, so input content must undergo format validation to prevent invalid parameter entries. Documents are lengthy with clear chapter subdivisions, so chapter-based retrieval and segmented loading must be supported to avoid interactive lag caused by loading full content at once. Update cycles are irregular, so version tracking functionality must be supported to prevent the use of expired registration information or parameter data.
How to set configurations
| Configuration Item | Recommended Value | Rationale |
|---|---|---|
PARSE_FILE_TIMEOUT_SECONDS | 900 seconds | Medical device marketing documents are often long PDFs that include scanned pages and large amounts of clinical data, with significantly longer processing times than general documents |
UPLOAD_FILE_MAX_SIZE | 1000 MB | A single medical device marketing package may include multiple registration certificates, manuals, and clinical reports, resulting in large individual file sizes |
chunk_size | 1500 characters | Parameter fields in medical device documents are often continuous long text; 1500-character chunking preserves semantic associations between parameters |
recall_top_k | Top 8 entries | Core parameters and applicable information in medical device marketing content are concentrated; a small number of recalls can cover most user consultation scenarios |
form_field_validate_rule | Validate against medical device registration certificate formats and unit types | Medical device fields have fixed formats and specialized units, so invalid input must be prevented |
version_control_enable | Enabled | Medical device document updates require version tracking to prevent the use of expired registration information and parameter data |
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 mistakes
- Issue: Unable to select the corresponding option when configuring domestic large models, and the interface returns a
403 status code. Cause: A valid key for model calls has not been configured, or the access link does not adapt to the network rules of domestic models. - Issue: When calling built-in model tools, the returned result is empty and the log shows
tool_call_timeout. Cause: The timeout setting for tool calls is too short; retrieval of clinical data related to medical devices requires longer processing time. - Issue: Medical device manual documents uploaded to the knowledge base cannot correctly recall corresponding fields, and irrelevant content appears in search results. Cause: Chunk length is set improperly, splitting continuous parameter fields and breaking semantic associations.
How to confirm configurations are complete
- Upload a standard medical device registration certificate PDF, check the field integrity of the OCR recognition result, and verify that fields such as registration certificate number and model specifications match the original text.
- Attempt to configure the target domestic large model, verify that it can be selected normally and initiate a test conversation, and confirm that no permission-related errors occur.
- Enable the model tool call function, initiate a retrieval request for medical device clinical data, and check whether the tool can return relevant results normally.
- Initiate a test question containing medical device parameters, and check whether the recalled knowledge base content includes correct field and unit information.
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.