What the data for this category looks like
Chemical pharmaceutical research report data for financial scenarios comes from several sources: financial institution investment research databases, publicly available pharmaceutical company R&D documents, CDE approval public notices, professional medical databases, and peer-reviewed literature. Update timing follows event triggers. CDE approval public notices update in real time. Pharmaceutical company R&D progress reports are released quarterly. Documents combine structured and semi-structured content. They include molecular activity parameters, clinical trial data, and compliance fields. Exclusive medical metrics include IC50 values (unit: nM), administration doses (mg/kg), trial cycles (weeks), and approval document numbers.
What constraints these characteristics impose on tool calling and plugins
Exclusive fields and unit differences in chemical pharmaceutical research reports for financial scenarios require field mapping rules during tool calling. This ensures numerical values in retrieval results can be compared. Real-time updated CDE approval data requires knowledge base synchronization intervals for tool calling to align with event-triggered mechanisms. Set on-demand synchronization triggers. Semi-structured trial tables and molecular parameters require associated plugins to support parsing of professional medical formats. This prevents missing data extraction. The mixed structure of multi-source data requires tool calling context windows to adapt to long document segmentation. This avoids truncation of key trial data, and meets full data needs for investment research scenarios.
How to set configurations
| Configuration Item | Recommended Setting | Rationale |
|---|---|---|
Knowledge Base Sync Trigger Mode | Event-triggered + On-demand Sync | Aligns with the real-time requirements of financial investment research for chemical pharmaceutical approval data, and updates R&D progress data promptly |
Document Parsing Chunk size | 800–1200 characters | Chemical pharmaceutical research reports often contain long sections of trial data. This segment length preserves the logical integrity of trial content, and avoids splitting parameters |
Recall Field Whitelist | IC50 Value, Dosage, Trial Period, Approval Number | Limits the scope of core retrieval fields, reduces irrelevant data interference, and matches the core analysis needs of financial investment research |
Tool Call Timeout | 300 seconds | Medical data parsing requires processing complex molecular parameters and integrating multi-source data. This setting reserves sufficient processing time |
Similarity threshold | 0.75–0.85 | Professional terminology for chemical pharmaceuticals has high semantic similarity. This threshold filters low-match non-professional content |
Workflow Tool Call Nesting Level | ≤2 Layers | Prevents context overflow caused by multiple layers of nesting, and adapts to the layered calling logic of chemical pharmaceutical research report retrieval |
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
- Calling the API for version v4.8.12-alpha to trigger a nested knowledge base workflow returns empty values. The cause is that
知识库关联触发权限is not configured, so the workflow cannot call the external knowledge base retrieval interface. - The tool calling module outputs both AI replies and execution branch content, and only one cannot be retained. The cause is that the
工具调用日志打印开关is not turned off, and no conditional judgment logic for branch execution is set in the workflow. - After embedding the application via iframe, some browsers cannot display images and user avatars. The cause is that
应用资源跨域白名单is not configured, and the browser's cross-origin resource sharing policy blocks static resource loading.
How to confirm configurations are correct
- Manually trigger a research report retrieval request, check if the returned result fields include the preset core parameters, and confirm that the field mapping configuration takes effect.
- Submit a test document containing molecular trial data, check if the parsed segments retain the logical integrity of trial content, and confirm that the document parsing configuration is reasonable.
- View the workflow log output, confirm that only the necessary results of tool calling are output, with no redundant AI reply content, and confirm that the log printing configuration is correct.
- Embed the application in different mainstream browsers, check if images and user avatars load normally, and confirm that the cross-domain configuration covers the domain rules of commonly used browsers.
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.