Built to make you extraordinarily productive,
Rgent is the best way to code in RStudio.

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Context-Aware AI Assistant

Get instant AI-powered assistance in RStudio. Our context-aware chatbot understands your entire R project, including variables, functions, and data structures. Delegate coding tasks so you can focus on higher-level direction.

Self-Correcting Code

Auto-execute generated code, and if it fails, grab the error and reiterate automatically.

Error: object 'x' not found
> Fixing error...
✓ Code corrected

Debug Last Error

One-click debugging that automatically fixes your last coding error.

> Debug Last Error
Analyzing error context...
✓ Solution provided

Analyze Last Plot

Advanced visualization interpretation. Get insights and explanations about your R plots and charts.

> Analyze Plot
Interpreting visualization...
✓ Analysis complete
Direct RStudio Integration

Native RStudio Integration

Just a library install—no browser extensions or separate apps needed. RgentAI runs directly in RStudio's Viewer pane, seamlessly integrated into your workflow.

Three Commands to Launch

Get started with just three simple commands. No complex setup, no configuration files—just install and run.

> devtools::install_github(...)
> library(rstudioai)
> run_rgent()
✓ Ready to use

Runs in Viewer Pane

Fully integrated into RStudio's Viewer pane. Access your AI assistant without leaving your development environment.

> run_rgent()
Opening in Viewer...
✓ Integrated in RStudio

Smart Tab Completion

Intelligent code completion powered by AI. Get context-aware suggestions as you type in the rgent chat.

> my_data$
[Tab] → age, name, score
> my_data$age
✓ Context-aware completion

Data Explorer

Explore and understand your data with powerful interactive tools. Get instant insights, summaries, and visualizations of your datasets. Browse and sort your data with an intuitive interface.

Interactive Data Tables

Browse and sort your data effortlessly.

Sepal.Length Sepal.Width Petal.Length Petal.Width Species
5.13.51.40.2setosa
4.93.01.40.2setosa
4.73.21.30.2setosa
4.63.11.50.2setosa
5.03.61.40.2setosa
5.43.91.70.4setosa
4.63.41.40.3versicolor
5.03.41.50.2versicolor
5.23.51.50.2versicolor
5.82.74.11.0versicolor
6.12.84.01.3versicolor
6.33.36.02.5virginica
6.43.24.51.5virginica
6.63.04.41.4virginica
6.73.05.22.3virginica
6.93.15.42.1virginica

Quick Statistics & Visualization

Click on a histogram to make it interactive. Instant summary statistics and data quality insights.

Object Explorer

Browse all objects in your workspace. See dataframes, functions, lists, vectors, and more with their types and sizes.

dataframe
list
vector
function

Specialized AI Agents

Powerful specialized agents that automate complex data science workflows. Each agent is designed for specific tasks, from data cleaning to advanced modeling. Delegate coding tasks so you can focus on higher-level direction.

Data Cleaning Agent

Automates preprocessing and quality improvements. Handles missing values, outliers, and data validation.

> Start Cleaning Agent
Detecting missing values...
✓ 3 issues found

Transformation Agent

Handles data transformations and feature creation. Automatically suggests and applies transformations.

> Transform Data
Creating features...
✓ 5 features created

Statistical Analysis Agent

Comprehensive testing with intelligent test selection. Hypothesis testing, effect sizes, and power analysis.

> Run Analysis
Selecting tests...
✓ t-test selected

What Users Are Saying

"

I was really impressed with the tool. Easy to install. Handy features - especially the agents and debug.

— Dr. Lyndon Walker, Content Creator
"

As someone who is a part-time user of R, I've been waiting for something like this for a long time. Thank you.

— R User
"

This is better than all other available AI for RStudio.

— Dr. Greg Martin, Content Creator
Get Started Now with Rgent