Tool Calling and Plugins for Multi-Financial Financial Report Analysis

Multi-financial financial report data primarily comes from periodic reports and temporary announcements publicly disclosed by exchanges, as well as

What data for this category looks like

Multi-financial financial report data primarily comes from periodic reports and temporary announcements publicly disclosed by exchanges, as well as compliance data released by industry self-regulatory organizations. Updates follow quarterly and annual periodic disclosure schedules, with temporary announcements issued alongside major events. Document structures include fixed sections such as financial statements, management's discussion and analysis, and risk disclosures. Fields cover proprietary content like entrusted asset scale, management fee revenue, and risk reserve provisions. Units are mostly RMB ten thousand or RMB hundred million.

What constraints these characteristics impose on tool calling and plugins

The periodic disclosure schedule requires tool calling scheduling configurations to align with financial report release cycles, to avoid frequent pulling of invalid data. Proprietary industry fields and long document structures require plugins to include built-in custom field mapping rules, to adapt to non-standard financial terms such as entrusted asset scale, while also supporting long text segment parsing and retrieval. The unstructured nature of temporary announcements requires tool calling to prioritize semi-structured data parsing plugins, to improve extraction accuracy for key financial report information. Compliance data sources require database connection plugins to limit accessible compliant data source ranges, to prevent unauthorized data calls.

How to set configurations

Configuration ItemRecommended SettingRationale
maxContext8000–12000 charactersSingle multi-financial financial report documents often exceed 5000 characters, so this setting must accommodate complete report segments and multi-turn conversation context
RECALL_TOP_NTop 8–12 resultsFinancial report data includes proprietary financial fields and industry terminology, so sufficient relevant segments must be retrieved to cover analysis requirements
PARSE_FILE_TIMEOUT_SECONDS300 secondsSingle financial reports require parsing multiple sections, with higher time consumption than general office documents
plugin_db_allowed_databasesAdd MySQL, PostgreSQL, SQL Server, reserve Oracle configurationMulti-financial financial report data is often stored in the above three database types, with future expansion to support Oracle planned
email_plugin_templateConfigure template per financial report sending formatFinancial report analysis results require standardized output, so the template must match the sending format used in financial industry reports
tool_call_trigger_modeTrigger based on knowledge base retrieval resultsTool calling must be triggered based on the relevance of financial report segments, to avoid unnecessary execution

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. Each scenario requires targeted analysis, and it is recommended to test on your own samples before finalizing settings.

Three common configuration mistakes

  • Failing to return the knowledge base ID after calling the conversation interface, only displaying an empty reference field. Cause: The enable_quote_id configuration item is not enabled, or the knowledge base configuration does not enable reference log recording.
  • Database connection tool error indicating unsupported target database. Cause: The corresponding database type is not added to plugin_db_allowed_databases, or Oracle connection parameters for extended support are not configured.
  • Email sending plugin returning the 400 InternalError.Algo.InvalidParameter: messages with role "to" error. Cause: The email recipient field is not configured correctly, or the incoming to parameter format does not meet plugin requirements, with empty values or invalid characters present.

How to confirm correct configuration

  • Initiate a test conversation containing proprietary terms such as entrusted asset scale and risk reserve provisions, check whether the returned results include the quote_id field, to confirm that the reference log configuration is active.
  • Attempt to connect to the configured compliant database, execute a simple financial report data query statement, to verify that the database connection tool successfully establishes a connection and returns data.
  • Configure the email sending plugin and pass a valid to parameter, trigger a test email send, to confirm that no parameter errors are returned.
  • Upload a standard test financial report document, check whether the parsed segmented content falls within the maxContext configuration range, to verify that the context setting is active.

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.