Tool Calling and Plugins for Large State-Owned Bank Financial Report Analysis

Financial report data for large state-owned banks comes from publicly disclosed documents on official investor relations platforms.

What the data for this category looks like

Financial report data for large state-owned banks comes from publicly disclosed documents on official investor relations platforms. Documents include annual reports, semi-annual reports, and quarterly reports. Annual reports are released before the end of the first quarter of each year. Semi-annual reports are released before the end of the third quarter of each year. Quarterly reports are released within two months after the end of each quarter. Most documents use PDF format. A single annual report can be hundreds of pages long. Its structure includes sections such as consolidated financial statements, management's discussion and analysis, and corporate governance. Core fields include total assets, operating revenue, and net profit attributable to shareholders of the parent company. All units are renminbi 100 million yuan.

What constraints these characteristics impose on tool calling and plugins

Long financial report documents mean a single annual report can reach hundreds of pages. Tool calling and plugins must support long document segment parsing and cross-segment associated extraction. This prevents missing fields caused by content truncation. Fixed, clear disclosure cycles require plugin scheduled sync tasks to match the disclosure rhythm. This avoids invalid calls during non-disclosure periods. Many fields and nested structures mean tool calling parameters must support specified field filtering. This reduces redundant data returns. Data from official public channels requires plugins to verify data source legitimacy. This prevents calls to incorrect content from non-official sources.

Configuration Settings

Configuration ItemRecommended ValueRationale
tool_call_max_context8000–12000 charactersThe core parsing segment of a single financial report for large state-owned banks can reach thousands of characters. Sufficient context must be retained to ensure accurate field association
plugin_request_timeout300 secondsLong document parsing and multi-field extraction require longer processing time. This prevents mid-run timeout interruptions
parse_pdf_max_pages500 pagesMatches the standard page count range for annual reports of large state-owned banks. This ensures complete parsing of all content
max_tool_calls_per_turn5 timesFinancial report analysis requires multiple tool calls to extract different fields. Limiting the number of calls prevents meaningless loops
single_turn_plugin_promptTrigger only onceAvoids repeated plugin selection prompts in a single conversation. This improves interaction experience
plugin_auth_typeAPI key authenticationAdapts to the identity verification requirements of official financial report data sources. This ensures valid calls

The parameter values provided on this page are common starting points for configuration. Actual values are affected by material format, data volume, and business rules. Analyze specific issues on a case-by-case basis. It is recommended to test on your own samples before finalizing settings.

Three Common Misconfiguration Issues

  • Plugin clicks produce no response. No loading feedback appears after clicking the plugin button in the interface. The cause is failure to configure plugin_auth_type as a valid verification method, or the bound API key has expired.
  • Logs show continuous plugin calls at midnight that consume large amounts of balance. High-frequency plugin request records appear in system logs. The cause is an overly short scheduled sync task trigger cycle, or failure to avoid non-business peak hours for trigger times.
  • Plugin selection prompts appear multiple times in a single conversation. The plugin selection pop-up is displayed repeatedly before each tool call. The cause is incorrect configuration of the single_turn_plugin_prompt parameter, or failure to retain plugin selection status in the conversation context.

How to Confirm Proper Configuration

  • Manually trigger a plugin call. Check if the returned results include the preset specified financial report fields. Verify that field units match official disclosed content.
  • Check the scheduled task run logs. Confirm that plugin calls only trigger during the set disclosure node periods, with no high-frequency invalid request records.
  • Enable conversation context debug mode. Check if the plugin selection status is retained only once in a single round of conversation, with no repeated triggers.
  • Verify the validity of the bound API key. Confirm that no identity verification failure error messages appear when calling plugins.

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.