diff options
Diffstat (limited to 'src/client/views/nodes/ChatBox/tools/DataAnalysisTool.ts')
-rw-r--r-- | src/client/views/nodes/ChatBox/tools/DataAnalysisTool.ts | 59 |
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 new file mode 100644 index 000000000..a12ee46e5 --- /dev/null +++ b/src/client/views/nodes/ChatBox/tools/DataAnalysisTool.ts @@ -0,0 +1,59 @@ +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; + } +} |