VerbaGPT

Talk to your data!

Freemium

Description

VerbaGPT is a tool designed to simplify data analysis by allowing users to interact with their data using natural language. It processes queries for SQL databases (MSSQL, MySQL), CSV files, and TXT notes, translating them into Python code. This capability extends beyond simple SQL generation, enabling advanced analytics such as data plotting, visualization, complex queries, and even data modeling tasks like linear regression and classification.

A key focus of VerbaGPT is data privacy; the tool runs locally on the user's hardware, ensuring that the underlying Large Language Model (LLM) never directly accesses the raw data, only the necessary schema or explicitly provided information. Designed for simplicity, it aims to remove coding as a barrier, empowering subject-matter experts to extract insights from their data stores effectively. While powerful, VerbaGPT is presented as experimental software exploring potential LLM use-cases.

Key Features

Natural Language Querying: Ask questions of SQL data, CSVs, or personal notes.
Text-to-Python Conversion: Generates Python code for SQL, statistics, and visualization.
Local Execution for Privacy: Runs on user hardware; LLM doesn't access raw data directly.
Advanced Analytics & Modeling: Supports plotting, complex queries, linear regression, classification.
Multiple Data Source Support: Connects to MSSQL, MySQL, CSV, TXT files.
LLM Flexibility: Toggle between different LLMs (OpenRouter, OpenAI etc.).
Error Recovery & Analysis: 'Retry' button for code errors, 'Analyze' button for commentary.
Offline Option: Ability to run completely offline (experimental).
Data Management: Manage descriptions for multiple databases.
Harmful Command Blocking: Option to block potentially harmful SQL commands.

Use Cases

Analyzing sales data from SQL databases.
Querying complex healthcare datasets.
Visualizing data trends with plots and charts.
Performing data modeling tasks like linear regression and classification.
Summarizing large datasets through natural language.
Exploring personal notes or text files using natural language queries.

Frequently Asked Questions

Does VerbaGPT access my raw data?

No, VerbaGPT runs locally on your hardware. The LLM only receives schema and other information you explicitly provide, not direct access to your data, ensuring privacy.

What types of data can VerbaGPT connect to?

VerbaGPT can connect to MSSQL and MySQL databases locally or remotely, and it can also process uploaded CSV and TXT files.

Is VerbaGPT free to use?

VerbaGPT offers a free Personal plan limited to datasets under 10,000 rows for personal use only. A 60-day full-featured trial is also available for evaluation. Commercial use requires contacting for a license.

Can VerbaGPT create plots and charts?

Yes, VerbaGPT supports advanced data visualizations and can generate plots like histograms and potentially others as part of its Text-to-Python capabilities.

What happens if the generated code has errors?

VerbaGPT includes a 'Retry' button designed to help automatically recover from code execution errors.