What this category of data looks like
Medical aesthetics research report data mainly comes from industry observation reports published by public industry research institutions, medical aesthetics compliance policy documents released by national and local regulatory authorities, and operational data publicly disclosed by medical aesthetics institutions. Update rhythm varies significantly by content type. Regulatory policy documents are updated as industry regulations change. Industry research reports are released quarterly or semi-annually. Institutional operational data is updated monthly or quarterly. Single documents usually include modules such as project classification, compliance operation requirements, service process descriptions, and market trend analysis. Fields include project name, operation process, compliance qualification requirements, and service reference pricing. Common units are yuan per service, qualification level number, and similar items.
Constraints imposed on deployment and upgrade by these characteristics
Multi-source data access requirements mean the deployment phase must support parsing documents in multiple formats, including PDF industry research reports, Word format policy documents, and structured CSV institutional operational data. Differences in update rhythms mean the upgrade phase requires flexible synchronization rules to distinguish update frequencies for different data types. Documents contain compliance-related fields and content, so the deployment phase must configure sensitive content filtering and compliance check parameters to prevent non-compliant information from entering the knowledge base. Field naming varies across sources, so the deployment phase requires configuring field mapping rules, and the upgrade phase must synchronously update mapping templates to adapt to new field types.
How to set the configurations
| Configuration Item | Recommended Value | Rationale |
|---|---|---|
PARSE_FILE_TIMEOUT_SECONDS | 600 seconds | Medical aesthetics research reports usually contain long tables and compliance attachments, leading to long parsing times |
maxContext | 8000–12000 characters | Single research report content is lengthy, requiring adaptation to long-context retrieval needs |
Recall count | Top 8–12 results | Medical aesthetics research reports have high effective information density; excessive retrieval increases inference load |
Similarity threshold | 0.75–0.85 | Precise matching is required between user queries and core fields such as project names and compliance requirements in research reports |
UPLOAD_FILE_MAX_SIZE | 500 MB | Some medical aesthetics research reports include high-definition compliance attachments and detailed data tables, resulting in large file sizes |
AUTO_SYNC_INTERVAL | 7776000 seconds (90 days) plus policy update triggers | Adapts to the quarterly update rhythm of medical aesthetics research reports, while supporting real-time synchronization of policy documents |
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. It is recommended to test on your own samples before finalizing settings.
Three common mistakes
- Scenario: Incorrect port number configured for
OPENAI_BASE_URL, but the interface can still be accessed normally. Cause: Some clients automatically skip invalid port validation, or proxy services do not strictly block requests with incorrect ports. - Scenario: In version v4.8.10, when the knowledge base search returns no matching results, no preset prompt is returned, and a blank answer is sent directly. Cause: The
SEARCH_EMPTY_RESPONSEconfiguration item is not enabled, or the configuration parameter is not correctly written to the environment variable. - Scenario: When upgrading the open-source version, the admin endpoint image is not declared in
docker-compose.yml, making the admin interface inaccessible after upgrade. Cause: The admin endpoint image configuration block is not added to the upgraded compose file, and necessary service declarations are omitted.
How to confirm configurations are correct
- Upload a test medical aesthetics research report PDF, check if the parsed fields include core content such as project name, compliance requirements, and service reference pricing, and verify that field mapping matches preset rules.
- Submit a query for a specific medical aesthetics project, check if the number of returned retrieval results matches the configured
Recall countparameter, and confirm that the similarity threshold filters low-matching content. - Upload a new medical aesthetics policy document to test the incremental update function, and check if the system automatically triggers synchronization and updates the knowledge base content.
- Check if
docker-compose.ymlincludes service declarations for the admin endpoint image, restart the service, and verify that the admin interface can be accessed normally.
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.