Excel Smart Model Refinery (ESMR)

Transform your Excel data with AI-powered cleaning and analysis. ESMR uses advanced language models to refine, structure, and extract insights from your spreadsheet data.

Getting Started with ESMR

  1. Data Cleaning Tab: Clean and structure your Excel data using the T5-Base model. Upload Excel files or paste text directly.
  2. RAG Tab: Use Retrieval-Augmented Generation to ask questions about your data and get AI-generated insights.
  3. Export Options: Download your cleaned data in CSV or JSON format for further analysis or integration.

Data Cleaning Guide

The T5-Base model helps clean and standardize your data. Here's how to use this feature effectively:

  • Text Cleaning: Paste text with errors, inconsistencies, or formatting issues in the input field.
  • Excel Processing: Upload Excel files (.xls, .xlsx) to clean entire datasets at once.
  • What Gets Cleaned: Spelling errors, inconsistent formatting, redundant information, and more.
  • Export Options: Download as CSV for spreadsheet applications or JSON for web applications.
Input Data
Enter text to clean or upload an Excel file
Example: "This textt has speling errors and Duplicated words words that need Cleaning."
Supported formats: .xls, .xlsx files with headers in the first row
Cleaned Output
Result after processing with T5-Base model
Example output: "This text has spelling errors and duplicated words that need cleaning."