What the data for this category looks like
Biologic marketing content data primarily originates from official drug package inserts, compliant clinical trial reports, indication revision announcements released by regulatory authorities, and compliant educational materials customized by insurance institutions. Update rhythms adjust based on regulatory requirements or product iterations, with no fixed cycle. Batch updates trigger when new indications are approved or package inserts are revised. Documents fall into two categories: structured compliant field documents and long-form educational materials. Structured fields include generic name, approval number, dosage and administration, among others, with units including mg, ml, and treatment course days. Long-form materials typically run to thousands of characters per piece, require accurate retention of professional terminology, and adapt to customer inquiry needs in financial and insurance scenarios.
What constraints these characteristics impose on deployment and upgrade
Compliance requirements for structured fields require configuring field validation rules during deployment, to ensure mandatory compliant fields are included in marketing content and avoid non-compliant publication. Non-fixed update cycles require supporting incremental synchronization mechanisms in upgrade workflows, only updating modified content to eliminate compliance risks from full overwrites. The length of long-form materials requires configuring parsing and indexing parameters adapted to long text during deployment, to prevent professional information loss from segment truncation. Timeliness requirements for regulatory-related content require integrating version validation logic in upgrade workflows, to ensure called content uses the latest compliant version. Batch material demand in financial and insurance scenarios requires supporting batch import and classification management of multiple documents during deployment, to adapt to large-scale use of customer acquisition content.
How to set configurations
| Configuration Item | Recommended Value | Rationale |
|---|---|---|
PARSE_FILE_TIMEOUT_SECONDS | 600 seconds | Long-form compliant reports and educational materials for biologics have long parsing times, and default thresholds cannot cover the complete parsing process |
UPLOAD_FILE_MAX_SIZE | 1500 MB | Adapt to upload requirements including batch clinical trial reports, prevent compliant documents from failing to upload due to exceeding volume limits |
Chunk size | 800–1200 characters | Balance contextual coherence of professional terminology and indexing retrieval efficiency, avoid loss of key information from long text truncation |
Recall count | Top 8 | Balance recall volume of compliant fields and educational information, meet multi-dimensional customer inquiry needs in financial and insurance scenarios |
Similarity threshold | 0.75–0.85 | Adapt to matching precision requirements for professional terminology, avoid recalling irrelevant non-biologic marketing content |
PARSE_CHUNK_OVERLAP | 50 characters | Maintain contextual coherence of professional terminology, prevent term breaks after segmented parsing |
The parameter values provided on this page are common recommended starting points for configuration. Actual values are affected by material form, data volume, and business rules. Specific issues require case-by-case analysis, and it is recommended to test on your own samples before finalizing settings.
Three common mistakes
- Phenomenon: Knowledge base indexing gets stuck, backend logs show
ETIMEDOUTerror, and the page displays "Parsing timed out". Cause: ThePARSE_FILE_TIMEOUT_SECONDSparameter was not adjusted, and parsing time for long-form compliant reports of biologics exceeds the default threshold. - Phenomenon: One API channel test passes, but FastGPT calls show "Channel unavailable" with a
401 Unauthorizedstatus code returned. Cause: Correct model mapping parameters were not configured, or the token was not bound to model permissions adapted to biologic marketing content. - Phenomenon: After uploading a biologic package insert, structured fields are not automatically extracted and display as empty. Cause: The structured parsing switch was not enabled, and parsing rules including mandatory fields such as generic name and approval number were not configured.
How to confirm configurations are properly set
- Upload a standard biologic package insert, check that parsed segments fully retain professional terminology without truncation, and verify that segment configuration matches preset rules.
- Initiate a batch update task, check that only modified documents are synchronized, and unchanged historical content is not overwritten, confirming that the incremental synchronization mechanism is active.
- Enter a biologic-related query term to initiate retrieval, check that recall results include mandatory compliant fields, confirming that field validation rules are active.
- Test the configured One API channel, check that calls return no abnormal status codes, confirming that channel permission configuration meets requirements.
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.