What the data for this category looks like
Publishing industry research report data primarily originates from professionally authorized institutional research report repositories and publicly available research results from industry associations. Update frequency varies by category: industry panoramic reports are mostly updated monthly or quarterly, while thematic survey reports are released on demand. The structure of a single document typically includes an abstract page, core data tables, trend analysis, investment ratings, author attribution and institutional information. Fields include the unique report number, full name of the publishing institution, release date, rating tags, target price (unit: Chinese Yuan), and associated industry classification code.
What Constraints These Characteristics Impose on Tool Calling and Plugins
Compliant authorized data sources require access permission verification before tool calling to prevent unauthorized data retrieval. Research reports with different update frequencies require matching scheduled trigger rules: panoramic reports are configured for daily incremental retrieval, while thematic reports support manual trigger synchronization. Documents contain tables and long text structures, so plugins must support structured extraction of tables from PDF and DOCX formats to avoid data integrity damage from segmented parsing. Fields include target prices with units and exclusive rating tags; tool calling must retain field units and exclusive enumeration values to prevent data parsing distortion.
Configuration Settings
| Configuration Item | Recommended Value | Rationale |
|---|---|---|
PARSE_FILE_TIMEOUT_SECONDS | 600 seconds | Longer length of individual research report documents requires sufficient time reserved for parsing |
UPLOAD_FILE_MAX_SIZE | 200 MB | Single files of compliant authorized publishing research reports typically do not exceed this size |
Recall count | Top 8 results | Research report content is professional with high information density; excessive retrieval will introduce irrelevant context |
maxContext | 1200–1500 characters | Core analysis paragraphs of research reports are moderately sized, compatible with context window limits of most large models |
PLUGIN_SYNC_INTERVAL | 86400 seconds | Panoramic reports are mostly updated monthly; daily incremental retrieval can cover the latest data |
FUNCTION_CALL_ENABLED | Enabled | Structured field extraction and compliance verification for research reports must be completed via tool calling |
The parameter values provided on this page are common recommended starting points for configuration. Actual values are affected by material format, data volume and business rules. Specific issues require case-by-case analysis, and testing on relevant samples is recommended prior to finalizing settings.
Three Common Mistakes
- Tool calling returns
400 Bad Request, and function call parameters are not recognized by the model. Cause: A compatible forwarding tool that does not fully adapt to the function call protocol is used, resulting in tampered request parameters. - Core data table fields in parsed research reports are empty. Cause: Plugins that support structured extraction of PDF tables are not enabled, and only basic parsing of text content is performed.
- The number of retrieved research reports exceeds the configured threshold. Cause: Both basic knowledge base retrieval and plugin retrieval are enabled, and the combined results of the two types of retrieval exceed the expected limit.
How to Confirm Proper Configuration
- A test research report file is uploaded, and tables and text segments in the parsing preview are checked for completeness to confirm the parsing plugin is active.
- A conversation containing a query for research report fields is initiated, and whether the corresponding structured extraction action is triggered in the tool calling logs is verified.
- Knowledge base synchronization records are reviewed, and completion of incremental data retrieval according to the configured synchronization cycle is confirmed.
- Queries related to function calls are tested, and correct generation of format-compliant tool calling instructions by the model is verified.
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.