What Data for This Category Looks Like
Sources of industry research reports for rural commercial banks include regional operation monitoring reports released by local financial regulatory authorities, compliance guidelines issued by banking associations, and special research reports derived from regional agricultural-related economic surveys. Update frequencies fall into three categories: monthly, quarterly, and irregular, based on the issuing entity. Documents typically include modules such as regulatory indicator interpretations, county-level deposit and loan data, compliance risk reminders, and business optimization suggestions. Fields covered include report number, issuing institution, release date, core indicator values, and applicable regional scope. Common units are ten thousand yuan, percentage, and number of institutions.
Constraints on Tool Calling and Plugins From These Data Characteristics
First, the diverse update cycles of research reports require flexible adjustment of data source synchronization configurations for tool calling. Fixed cycles will cause data lag or redundancy. Second, the variety of fields and units requires built-in unit standardization parsing logic in tool calling. This prevents parameter errors caused by mixed use of indicator units. Third, most documents contain county-level regional restricted content. Retrieval filtering rules for tool calling must support fine-grained regional matching to accurately locate research reports for target areas. Fourth, some research reports include multi-modal content such as high-definition county-level maps and multi-page statistical charts. The file processing module for tool calling must adapt to large-volume multi-modal files, while controlling parsing time to maintain calling efficiency.
Configuration Settings
| Configuration Item | Recommended Value | Rationale |
|---|---|---|
PARSE_FILE_TIMEOUT_SECONDS | 600 seconds | Rural commercial bank research reports are mostly long documents with multi-modal charts; 600 seconds covers most parsing scenarios |
UPLOAD_FILE_MAX_SIZE | 1000 MB | Some regional special research reports include high-definition county-level maps and multi-page statistical charts; 1000 MB meets conventional file volume requirements |
recall_top_k | Top 8 entries | Rural commercial bank research reports have multiple detailed dimensions. Excessive recall results increase context pressure for tool calling; 8 entries cover core matching items |
filter_region | Match by applicable report region | Most rural commercial bank research reports are tied to specific counties or cities. Regional filtering improves retrieval accuracy |
unit_normalization | Automatically convert to ten thousand yuan, percentage | Mixed indicator units appear in research reports; standardization prevents parameter parsing errors during tool calling |
tool_call_trigger_threshold | 0.75 | Rural commercial bank research reports contain many professional terms. This threshold balances recall accuracy and calling trigger efficiency |
The parameter values provided on this page are common starting points for configuration. Actual values are affected by material form, data volume and business rules. Specific issues require specific analysis. It is recommended to test on your own samples before finalizing.
Three Common Misconfigurations
- Phenomenon: Tool calling returns an error starting with
InternalError.Algo.InvalidParameter: Multimodal file size is. Cause: TheUPLOAD_FILE_MAX_SIZEparameter is not configured correctly, and the uploaded multi-modal research report file exceeds the set maximum size threshold. - Phenomenon: The output of the tool calling module in the workflow is forcibly sent to the conversation interface and cannot be hidden. Cause: The
hide_tool_outputconfiguration item is not enabled, or the parameter is incorrectly set tofalseduring configuration, causing the tool execution result to be displayed directly. - Phenomenon: When the input text is "share", the trigger keyword for tool calling becomes an incorrect string. Cause: The
input_text_normalizationparameter is not configured, and no processing is applied to near-synonymous Chinese characters or encoding anomalies in input, leading to parameter parsing errors during tool calling.
How to Confirm Configuration Is Correct
- Upload a multi-modal test file that matches the characteristics of rural commercial bank research reports. Check whether the parsing task completes within the preset timeout period, with no timeout errors.
- Input a test question containing regional and business keywords, trigger tool calling, and verify that the number of recall results matches the preset number of entries, and that filtering conditions match the preset regional scope.
- Call the tool interface with the session ID parameter. Check whether two consecutive calls share the same context, with no context reset occurring.
- Input test text containing multi-unit terms. Check whether tool calling automatically completes unit standardization, with no parameter parsing abnormalities.
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.