plot-agent 0.1.0

An AI-powered data visualization assistant using Plotly

Plot Agent

An AI-powered data visualization assistant that helps users create Plotly visualizations in Python.

Installation

You can install the package using pip:

pip install plot-agent

Usage

Here's a simple example of how to use Plot Agent:

import pandas as pd
from plot_agent import PlotlyAgent

# Create a sample dataframe
df = pd.DataFrame({
    'x': [1, 2, 3, 4, 5],
    'y': [10, 20, 30, 40, 50]
})

# Initialize the agent
agent = PlotlyAgent()

# Set the dataframe
agent.set_df(df)

# Process a visualization request
response = agent.process_message("Create a line plot of x vs y")

Features

• AI-powered visualization generation
• Support for various Plotly chart types
• Automatic data preprocessing
• Interactive visualization capabilities
• Integration with LangChain for advanced AI capabilities

Requirements

• Python 3.8 or higher
• Dependencies are automatically installed with the package

License

This project is licensed under the MIT License - see the LICENSE file for details.