What data for this category looks like
Semiconductor industry financial report data mainly comes from domestic and overseas stock exchange disclosure platforms and investor relations sections of listed companies. Update cycles center on quarterly and annual reports, with temporary announcements released alongside major operating milestones. Document structures include consolidated financial statements, segmented business revenue breakdowns, R&D expense details, and inventory and production capacity related data. Field units are mostly based on ten thousand yuan and hundred million yuan, and include semiconductor-specific metrics such as wafer shipment volume, average selling price (ASP), and capacity utilization rate. Some segmented business data is updated alongside quarterly financial reports.
How these characteristics impose constraints on tool calling and plugins
The multi-source and decentralized nature of semiconductor financial reports requires tool calling workflows to support integration with multiple exchange data sources and enterprise official website interfaces, to avoid missing data from single sources. The fixed quarterly update cycle requires plugins to be configured with scheduled cache refresh parameters, to ensure the latest financial report data is used for analysis. Unique segmented business and production capacity fields require parsing plugins for tool calling to preset industry-specific field mapping rules, to prevent generic parsing from missing key metrics. The irregular release schedule of temporary announcements requires plugins to support trigger-based real-time pulling, to adapt to analysis needs for sudden operating information.
How to set configurations
| Configuration Item | Recommended Value | Rationale |
|---|---|---|
toolCallMaxTurns | 3–5 turns | Semiconductor financial report analysis requires multiple rounds of tool calls to break down segmented business and production capacity data. Excessive turns increase latency, while insufficient turns cannot cover complete analysis requirements |
pluginDataSourceRefreshInterval | 86400 seconds | Quarterly financial reports are updated every quarter, and temporary announcements are pulled as needed. Daily refresh balances real-time performance and resource usage |
fieldMappingRule | Preset semiconductor industry field mappings | Adapt to unique fields such as wafer shipment volume and ASP, to avoid generic parsing from incorrectly matching field names |
triggerMode | Triggered by keywords | Cover keywords such as "financial report", "semiconductor", "revenue", "production capacity" to accurately trigger tool calls |
pluginTimeout | 300 seconds | Pulling data from multiple data sources requires a longer timeout period, to avoid tool call failures caused by delays in exchange interfaces |
globalVariableScope | Limited to financial report data sources | Prevent global variables from interfering with tool call logic, only pass fixed parameters related to semiconductor financial reports |
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 case-by-case analysis, and testing on one's own samples is recommended before finalizing settings.
Three common mistakes
- Symptom: Revenue data returned by tool calls has an extra zero, and the value does not match the amount disclosed in the original financial report. Cause: No semiconductor industry-specific field mapping rules are configured, and generic parsing misidentifies the "thousand yuan" unit in the financial report as "yuan", causing the value to be amplified 1000 times.
- Symptom: Preset specified reply content is not output normally, and irrelevant AI responses are generated after tool calls. Cause: The trigger conditions for tool calls overlap with the trigger rules for specified replies, and no restriction is set to trigger tools only when no matching results are found in the knowledge base.
- Symptom: Tool calls time out or return empty fields, and semiconductor production capacity related data cannot be obtained. Cause: The
pluginTimeoutparameter is not adjusted to a reasonable duration, and the delay of exchange data source interfaces exceeds the preset threshold, causing tool call failures.
How to confirm correct configuration
- Upload a public quarterly financial report document of a semiconductor company, run the tool call node, and check whether the parsed business fields and units match the content of the original document.
- Initiate a query containing keywords related to semiconductor financial reports, confirm that the tool is only triggered when preset keywords are matched, and does not start automatically in general question-and-answer scenarios.
- View the tool call logs, confirm that the data source refresh frequency matches the preset
pluginDataSourceRefreshIntervalsetting, and there are no abnormal repeated pull records. - After configuring the specified reply content, initiate a query with no matching knowledge base, confirm that only the preset specified reply is output, and no additional tool call processes are triggered.
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.