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https://github.com/gexijin/RTutor
Chat with your data via AI. https://RTutor.ai
https://github.com/gexijin/RTutor
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Chat with your data via AI. https://RTutor.ai
- Host: GitHub
- URL: https://github.com/gexijin/RTutor
- Owner: gexijin
- License: other
- Created: 2022-12-11T03:14:02.000Z (about 2 years ago)
- Default Branch: main
- Last Pushed: 2024-10-27T20:43:17.000Z (about 2 months ago)
- Last Synced: 2024-12-01T01:53:14.731Z (12 days ago)
- Topics: ai, statistics
- Language: HTML
- Homepage: https://RTutor.ai
- Size: 2.52 MB
- Stars: 306
- Watchers: 5
- Forks: 51
- Open Issues: 26
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
- jimsghstars - gexijin/RTutor - Chat with your data via AI. https://RTutor.ai (HTML)
README
# RTutor.ai - Talk to your data via AI
Hosted at [RTutor.ai](https://RTutor.ai). Contact Steven Ge on [LinkedIn](https://www.linkedin.com/in/steven-ge-ab016947/) or [Twitter.](https://twitter.com/StevenXGe)
RTutor is an AI-based app that can quickly generate and test R code. Powered by API calls to OpenAI's ChatGPT or other models, RTutor translates natural languages into R scripts, which are then executed within the Shiny platform. An R Markdown source file and HTML report can be generated.
## Video tutorial
Highly recommend users to watch this 10-min [YouTube video.](https://youtu.be/a-bZW26nK9k)
## What's new
1. GPT-4 becomes the default, providing more accurate code.
2. Comprehensive EDA reports.
3. Chat window that helps explain code, result, error messages, and statistics in general. This makes RTutor a great platform for learning R and statistics.
## Installation
This repository is updated frequently, sometimes a few times a day. We suggest users reinstall everytime before using it, so that you always have the most recent version.
1. Update R and RStudio to the most recent version.
2. Install the RTutor package
``` r
if (!require("remotes")) {
install.packages("remotes")
}
library(remotes)
#voice input package heyshiny
install_github("jcrodriguez1989/heyshiny", dependencies = TRUE)
install_github("gexijin/RTutor")
```
3. Install other R packages. If you want to use additional R package for analyzing your data, you should install these in your computer too.
## Obtain an API key from OpenAI
1. Create a personal account at [OpenAI](https://openai.com/api/).
2. After logging in, click on **Personal** from top left.
3. Click **Manage Account** and then **Billing**, where you can add **Payment methods** and set **Usage limits**. $3-$5 per month is more than enough for most people.
4. Click on **API keys** to create a new key, which can be copied.
## Use the API key with RTutor
There are several ways to do this.
- After the app is started, you can click on **Settings** and paste the API key.
- You can also save this key as a text file called **api_key.txt** in the working directory.
- Finally, you can create an environment variable called **OPEN_API_KEY**. Instructions for [Windows](https://docs.oracle.com/en/database/oracle/machine-learning/oml4r/1.5.1/oread/creating-and-modifying-environment-variables-on-windows.html),
[Mac](https://phoenixnap.com/kb/set-environment-variable-mac), and
[Linux](https://linuxize.com/post/how-to-set-and-list-environment-variables-in-linux/).
## To start RTutor
```{r example}
library(RTutor)
run_app()
```
## License
(CC BY-NC 3.0) Non-commercial use.
## Examples
See this **[report](https://htmlpreview.github.io/?https://raw.githubusercontent.com/gexijin/RTutor/main/vignettes/Example_report.html)** generated by RTutor after in a typical session.
RTutor also generates [comprehensive reports](https://htmlpreview.github.io/?https://github.com/gexijin/gEDA/blob/main/example_report.html) for exploratory data analysis (EDA).