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Overview

SmartSheet (IRYM 1) is a web-based platform that allows users to upload datasets (CSV, Excel, JSON) and describe in natural language prompts the type of analysis they want.

The system leverages Large Language Models (LLMs) such as QWEN, and Qwen Coder:

Interpret user prompts

Generate Python code dynamically

Execute the code in a secure environment

Return results as text or visualizations

This enables users to analyze data without writing code themselves, making data insights accessible to non-technical users.