Tool Calling and Plugins for Aerospace Equipment Financial Report Analysis

Aerospace equipment industry financial report data primarily comes from annual, semi-annual, and quarterly reports publicly disclosed by listed

What the data for this category looks like

Aerospace equipment industry financial report data primarily comes from annual, semi-annual, and quarterly reports publicly disclosed by listed companies, plus public statistical information released by industry associations. Data updates follow a regular schedule: quarterly reports are updated every 3 months, annual reports once per year. Real-time updates via temporary announcements are also included, such as major order announcements and production capacity change notices. Each financial report document has two main modules: core financial data and business operation data. Fields include operating revenue, operating costs, research and development expenses, outstanding order value, number of aircraft delivered, maintenance service revenue, and more. Units include RMB yuan, units of aircraft, flight hours, and others.

What constraints these characteristics impose on tool calling and plugins

There is a clear need to integrate data from multiple sources. Financial report data comes from exchange disclosure platforms and corporate temporary announcements, so tool calling must support connecting to multiple data sources to obtain complete information. There is a clear real-time requirement. Temporary announcements are updated frequently, so plugin rules for scheduled dataset refreshes must be configured. Field types are complex, including both financial numerical values and physical business metrics. Plugins must support extraction and alignment of multiple field types to avoid unit confusion. Individual documents are lengthy, so tool calling must support long-text parsing capabilities to prevent parsing failures or context truncation caused by overly long documents.

How to set the configurations

Configuration ItemRecommended ValueRationale for This Value
PARSE_FILE_TIMEOUT_SECONDS600 secondsAerospace equipment financial report documents include multi-period comparison data and business details, leading to longer parsing times
UPLOAD_FILE_MAX_SIZE2000 MBSingle annual financial report PDFs may contain large numbers of charts and attachments, so upload support for larger files is required
Number of recall resultsTop 8Financial report-related queries cover multiple business modules such as finance, delivery, and research and development, requiring sufficient context to support responses
Similarity threshold0.75Aerospace equipment financial reports contain a large number of professional terms, so low-relevance recall results must be filtered to improve accuracy
maxContext12000 charactersLong financial reports have high context window requirements, so sufficient historical information must be retained to support complex queries
WORKFLOW_PLUGIN_API_TIMEOUT300 secondsCross-data-source plugin calls have longer interface response times, so timeout periods must be extended to prevent task interruptions

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 individual analysis, and it is recommended to test on your own samples before finalizing settings.

Three common mistakes

  • When calling the BI chart plugin, the returned address is api.example.com, and internal corporate data sources cannot be accessed. The base address of the target API was not modified in the plugin configuration, and the default test address was used instead.
  • When calling the /api/core/dataset/update interface, a 500 status code is returned, but the interface can be accessed normally via a browser. No correct authentication token was carried in the API request header, resulting in interface authentication failure.
  • When calling the code execution module in a workflow, only full results are returned, and streaming output cannot be achieved. The streaming response format was not configured in the code, and results were not pushed to workflow nodes in segments.

How to confirm proper configuration

  • Upload a single aerospace equipment financial report document, and check whether the parsing result completely extracts the category-specific financial and business fields.
  • Submit queries related to report delivery volume and R&D investment, and verify that the recalled context covers the corresponding business modules.
  • Trigger plugin calls in the workflow, and check that the data source address of the returned result matches the configured target address.
  • Call the dataset update interface, and verify that the interface return status code meets expectations and that the document update is completed.

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.