Tool Calling and Plugins for Auto Parts Financial Report Analysis

Financial report data for auto parts enterprises comes from public announcements issued by domestic and overseas stock exchanges, annual supply chain

What data in this category looks like

Financial report data for auto parts enterprises comes from public announcements issued by domestic and overseas stock exchanges, annual supply chain disclosure documents from automakers, and monthly survey data from industry associations. The core update cycle follows quarterly reports. Official reports are released 1 to 2 months after the end of each quarter. Annual reports are disclosed after audit. Temporary announcements share updates on major production capacity adjustments, changes to raw material procurement contracts, and similar information. Document structures include broken-down revenue details, raw material cost proportions, inventory and accounts receivable turnover metrics, and progress updates on designated projects. Most core fields use units such as RMB ten thousand, percentage, and natural days. Some export-oriented enterprises also disclose foreign currency settlement proportions.

Constraints on tool calling and plugins

The multi-source nature of auto parts financial reports requires the tool calling chain to integrate two types of plugins: exchange announcement plugins and automotive supply chain database plugins. This avoids information bias from single data sources. The quarterly update cycle requires scheduled tool calling tasks to align with financial report release cycles. This prevents invalid requests during non-disclosure periods. The complex field breakdown structure requires pre-configured field extraction rules for specified fields such as segment revenue and raw material cost proportions. This reduces subsequent data cleaning work. The high-frequency temporary announcement scenario requires incremental crawling plugins to filter duplicate data by announcement release time. This improves calling efficiency.

How to set configurations

Configuration ItemSuggested ValueRationale
allowed_data_sources["exchange_notice", "auto_supply_chain"]Core public data for auto parts financial reports comes from exchange announcements and automaker supply chain disclosures, covering all basic information needed for complete analysis
PARSE_FILE_TIMEOUT_SECONDS300 secondsA single financial report document typically contains 10 to 30 pages. Sufficient time must be reserved for parsing and field extraction when combining multi-source data
tool_call_frequency1 time per 90 daysFinancial reports are released quarterly. Calling tools at a quarterly frequency aligns with data update cycles and avoids invalid requests
field_extraction_rules["revenue by vehicle model", "raw material cost proportion", "inventory turnover days"]Core analysis dimensions for auto parts financial reports include segment revenue, cost structure, and turnover efficiency. Extraction rules must accurately match corresponding fields
incremental_sync_enabledEnabledSupports incremental crawling of temporary announcements, avoiding repeated processing of archived historical financial report data
plugin_retry_count3 timesNetwork fluctuations may occur during multi-source data calls. Setting a reasonable retry count reduces call failure rates

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. Specific issues require targeted analysis. It is recommended to test on your own samples before finalizing settings.

Three common configuration errors

  • Phenomenon: An error prompt "Data source mismatch" with status code 403 is returned after calling the financial report parsing plugin. Cause: allowed_data_sources is not configured as exchange announcements and supply chain databases, triggering the plugin's data source verification block.
  • Phenomenon: Empty results are returned after calling the industry search plugin. Cause: The tool call frequency is set to multiple times per day, exceeding the call rate limit of the public data source, resulting in empty interface data.
  • Phenomenon: The generated segment revenue comparison chart is empty after calling the chart tool. Cause: field_extraction_rules is not correctly configured, and the revenue by vehicle model field is not extracted, resulting in no valid data for chart generation.

How to verify successful configuration

  • Manually trigger a tool call, check if the returned data source list includes content corresponding to the configured allowed_data_sources.
  • Review plugin call logs, confirm that each call interval aligns with the tool_call_frequency setting, and there are no invalid frequent requests.
  • Upload a public auto parts financial report document, check if the field extraction results match the fields configured in field_extraction_rules.
  • Simulate an incremental update scenario for temporary announcements, confirm that only newly released announcements are crawled, and no duplicate data is processed.

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.