https://github.com/jcheng5/r-sidebot
https://github.com/jcheng5/r-sidebot
Last synced: 5 days ago
JSON representation
- Host: GitHub
- URL: https://github.com/jcheng5/r-sidebot
- Owner: jcheng5
- Created: 2024-07-18T17:34:15.000Z (9 months ago)
- Default Branch: main
- Last Pushed: 2025-03-25T08:00:49.000Z (20 days ago)
- Last Synced: 2025-04-10T01:13:22.700Z (5 days ago)
- Language: R
- Size: 435 KB
- Stars: 54
- Watchers: 1
- Forks: 27
- Open Issues: 4
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
- jimsghstars - jcheng5/r-sidebot - (R)
README
# Sidebot (R Edition)
This is a demonstration of using an LLM to enhance a data dashboard written in [Shiny](https://shiny.posit.co/), via the [querychat](https://github.com/posit-dev/querychat) package.
[**Live demo**](https://jcheng.shinyapps.io/sidebot) (Python version)
To run locally, you'll need to create an `.Renviron` file in the repo root with `OPENAI_API_KEY=` followed by a valid OpenAI API key. Or if that environment value is set some other way, you can skip the `.Renviron` file.
Then run:
```r
pak::pak(c("dplyr", "ggridges", "here", "plotly", "reactable",
"posit-dev/querychat/r-package"))
```
## Warnings and limitations
This app sends at least your data schema to a remote LLM. As written, it also permits the LLM to run SQL queries against your data and get the results back. Please keep these facts in mind when dealing with sensitive data.
## Other versions
You can find the Python version of this app (including live demo) at [https://github.com/jcheng5/py-sidebot](https://github.com/jcheng5/py-sidebot).