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path: root/src/client/views/nodes/ChatBox/tools/DataAnalysisTool.ts
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-rw-r--r--src/client/views/nodes/ChatBox/tools/DataAnalysisTool.ts59
1 files changed, 59 insertions, 0 deletions
diff --git a/src/client/views/nodes/ChatBox/tools/DataAnalysisTool.ts b/src/client/views/nodes/ChatBox/tools/DataAnalysisTool.ts
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index 000000000..a12ee46e5
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+++ b/src/client/views/nodes/ChatBox/tools/DataAnalysisTool.ts
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+import { BaseTool } from './BaseTool';
+
+export class DataAnalysisTool extends BaseTool<{ csv_file_name: string | string[] }> {
+ private csv_files_function: () => { filename: string; id: string; text: string }[];
+
+ constructor(csv_files: () => { filename: string; id: string; text: string }[]) {
+ super(
+ 'dataAnalysis',
+ 'Analyzes, and provides insights, from one or more CSV files',
+ {
+ csv_file_name: {
+ type: 'string',
+ description: 'Name(s) of the CSV file(s) to analyze',
+ required: 'true',
+ max_inputs: '3',
+ },
+ },
+ 'Provide the name(s) of up to 3 CSV files to analyze based on the user query and whichever available CSV files may be relevant.',
+ 'Provides the full CSV file text for your analysis based on the user query and the available CSV file(s). '
+ );
+ this.csv_files_function = csv_files;
+ }
+
+ getFileContent(filename: string): string | undefined {
+ const files = this.csv_files_function();
+ const file = files.find(f => f.filename === filename);
+ return file?.text;
+ }
+
+ getFileID(filename: string): string | undefined {
+ const files = this.csv_files_function();
+ const file = files.find(f => f.filename === filename);
+ return file?.id;
+ }
+
+ async execute(args: { csv_file_name: string | string[] }): Promise<any> {
+ const filenames = Array.isArray(args.csv_file_name) ? args.csv_file_name : [args.csv_file_name];
+ const results = [];
+
+ for (const filename of filenames) {
+ const fileContent = this.getFileContent(filename);
+ const fileID = this.getFileID(filename);
+
+ if (fileContent && fileID) {
+ results.push({
+ type: 'text',
+ text: `<chunk chunk_id=${fileID} chunk_type=csv>${fileContent}</chunk>`,
+ });
+ } else {
+ results.push({
+ type: 'text',
+ text: `File not found: ${filename}`,
+ });
+ }
+ }
+
+ return results;
+ }
+}