NLP Application

ChatZilla - NLP Data Query System

NLP-based assistant for querying structured data from Excel and CSV files using Large Language Models.

Project Overview

ChatZilla is an innovative NLP-based assistant designed to democratize data analysis by allowing users to query structured data using natural language. The system processes Excel and CSV files intelligently.

The application leverages Large Language Models to interpret and understand structured data, making complex data analysis accessible to non-technical users through conversational interfaces.

This project demonstrates the practical application of AI in automating data analysis workflows and highlights the potential of NLP in business intelligence applications.

Key Features

Natural language data querying
Excel and CSV file processing
LLM-powered data interpretation
Conversational interface
Automated insights generation
Export functionality for results

Technologies Used

PythonNLPLLMsPandasData AnalysisNatural Language Processing

View Demo

Project Details

Client

Personal Project

Timeline

April 2024

Role

NLP Developer & Data Analyst

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