Tool Calling and Plugins for Special Steel Financial Report Analysis

Special steel financial report data mainly comes from publicly disclosed documents of domestic and overseas stock exchanges, monthly survey data from

What the Data for This Category Looks Like

Special steel financial report data mainly comes from publicly disclosed documents of domestic and overseas stock exchanges, monthly survey data from industry associations, and official enterprise announcements. Updates follow fixed cycles of quarterly and annual reports, with temporary announcements released alongside events such as production capacity adjustments and raw material price fluctuations. Document structures include core financial indicators, output of specialized special steel products (such as high-temperature alloy bars, wind power wide and heavy plates), raw material procurement proportion, R&D investment proportion and other fields. Units are mostly ten thousand tons, yuan per ton, and percentage. Some specialized product categories include alloy composition proportion parameters.

How These Characteristics Impact Tool Calling and Plugins

Multi-source data sources for special steel financial reports require plugins to support cross-platform interface aggregation, and adapt to different authentication rules for exchange APIs, industry association data interfaces, and other sources. Fixed-cycle and temporary-event update rhythms require tool calling to support both scheduled pulling and event-triggered modes. A large number of specialized fields and significant differences between different special steel product categories require tools to support dynamic field mapping, to avoid missing special steel-specific indicators during general field matching. Individual annual report files have large sizes and include complex tables, requiring plugins to support large-file parsing and streaming processing logic.

How to Set Configurations

Configuration ItemRecommended ValueRationale
UPLOAD_FILE_MAX_SIZE1000 MBIndividual special steel annual report files often exceed 500 MB. Reserve sufficient buffer space to accommodate large-file uploads
tool_call_timeout300 secondsSpecial steel financial report tool calling requires multi-source data aggregation. The timeout threshold must adapt to the time consumed by multiple interface calls
mcp_stream_enabledEnabledVersion 4.8 supports MCP streamable HTTP. Enabling this allows streaming return of large text parsing results, preventing memory overflow
max_tool_resultsTop 8 entriesSpecial steel financial reports have many specialized fields. Limiting the number of returned results focuses on core indicators and reduces redundant data
PARSE_FILE_TIMEOUT_SECONDS600 secondsSpecial steel annual reports contain a large number of professional terms and complex tables. Parsing takes a long time, so the timeout threshold must be extended
error_retry_count3 timesMulti-source interface calls are vulnerable to network fluctuations. Adapting a retry mechanism improves call success rates

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 individual analysis. It is recommended to test on the reader's own samples before finalizing settings.

Three Common Configuration Mistakes

  • A 413 Request Entity Too Large error is returned during interface calls. The cause is failure to adjust the UPLOAD_FILE_MAX_SIZE configuration. The individual file size of special steel financial reports exceeds the platform's default limit.
  • When using the qwen3 model to call tools, the model enters inference mode without restriction. The cause is failure to enable the tool_call_only parameter in the model configuration, and failure to force the model to use only tool calling logic.
  • Data cannot be pulled normally after configuring the MCP plugin. The cause is failure to enable the mcp_stream_enabled configuration. Version 4.8 supports MCP streamable HTTP, so the corresponding switch must be enabled synchronously.

How to Verify Configuration Success

  • A local special steel annual report PDF is uploaded. The parsed fields are checked for special steel-specific fields such as special alloy output and raw material costs to confirm that the file parsing configuration is effective.
  • A tool call test is triggered. The number of results returned by the interface is checked against the max_tool_results configuration value to confirm that the result filtering logic is working normally.
  • Plugin running logs are reviewed. Log outputs for MCP streaming returns are checked to verify that the mcp_stream_enabled configuration is effective.
  • Tools are called to pull exchange financial report data. Completion of the pull within the duration set by the tool_call_timeout configuration is confirmed to verify that the timeout threshold is appropriately adapted.

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.