What the Data for This Category Looks Like
Data for chemical pharmaceutical research reports is sourced from compliant public research report databases and industry news platforms for the biomedical industry. It provides professional data support for industry research and investment decision-making scenarios in the financial sector. Updates are triggered by core industry events, such as new drug approvals or updates to clinical trial key milestones, with corresponding reports added immediately. Regular category overview reports are updated on a fixed cycle. Document structures typically include trial plan summaries, compound parameter modules, clinical data summaries, and policy interpretation sections. Fields include compound general identifiers, clinical trial phases, declaration progress, and key trial data items. Some data items include standardized units of measurement. Single core technical research reports have a wide range of lengths.
Constraints Imposed on HTTP Interfaces and External Systems
The wide length range of single core technical research reports places higher requirements on HTTP interface request timeout settings and document parsing segment lengths. This avoids parsing failures or timeout interruptions caused by overly long content. Standardization requirements for professional fields such as compound identifiers and clinical trial phases mean interface recall parameters must support precise matching of professional terminology. External system integration also requires configuration of field mapping rules to adapt to differences in field naming across different data sources. Update schedules adjust dynamically with industry events, so external synchronization interfaces must support incremental pull modes. This avoids resource consumption caused by full pulls. Some data items include standardized units of measurement, so interfaces must retain original unit information in responses. No unauthorized conversion is allowed, to ensure external systems can correctly identify and display the data.
Configuration Settings
| Configuration Item | Recommended Value | Rationale |
|---|---|---|
PARSE_FILE_TIMEOUT_SECONDS | 600 seconds | Chemical pharmaceutical core research reports have long lengths, requiring sufficient time to complete text parsing and structured processing |
recall_top_k | Top 10–15 results | Professional research reports have high content density. Too many recall results introduce irrelevant information, while too few fail to cover core technical content |
similarity_threshold | 0.75–0.85 | Professional terminology matching requires a high similarity threshold to avoid including low-relevance research reports in retrieval results |
api_request_timeout | 900 seconds | Total time for long text parsing, multi-round retrieval, and external system data interaction is long. Standard timeout settings cannot cover the full process |
field_mapping_enable | Enabled | Differences in field naming exist across research report data sources. Mapping rules must be configured to adapt to the data format requirements of external systems |
incremental_sync_interval | 15 minutes | Core industry events have high update frequencies. Short synchronization intervals ensure external systems obtain the latest research report data in a timely manner |
The parameter values provided on this page are general recommendations used as a starting point for configuration. Actual values are affected by material form, data volume, and business rules. Specific issues require on-site analysis. It is recommended to test on your own samples before finalizing settings.
Three Common Misconfigurations
- Symptom:
SSL certificate problemerror is returned when connecting to external systems via HTTP interfaces, or a public network address verification failure prompt appears. Cause: Non-trusted SSL certificate verification is not disabled in interface configurations. Locally deployed instances often use self-signed certificates that do not match the access requirements of external systems. - Symptom: Research report data fields returned by the API are empty, such as the
compound_idfield having no valid content. Cause: Thefield_mapping_enableconfiguration is not enabled, and the original fields of the data source are not mapped to the standard field format recognizable by external systems. - Symptom: HTTP interface requests time out, returning a
504 Gateway Timeoutstatus code. Cause: ThePARSE_FILE_TIMEOUT_SECONDSandapi_request_timeoutparameters are not adjusted. The parsing and retrieval process for long-text research reports is interrupted before completion.
How to Verify Successful Configuration
- Initiate a single HTTP interface request, pass a chemical pharmaceutical professional term as the retrieval keyword, and verify that the returned field format matches the expected format of the external system.
- Submit a long-text chemical pharmaceutical research report for parsing, and confirm that the structured data returned by the interface is complete, with no parsing failure or truncation prompts.
- Check the synchronization logs of the external system, and confirm that incremental synchronization tasks run at the preset interval, with no records of repeated pulls or missed updates.
- Call the API to create an intelligent agent bound to the research report retrieval knowledge base, and confirm that the intelligent agent can normally return accurate answers based on research reports, with no timeouts or empty results returned.
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.