R shiny Interface for Chatting with Large Language Models Offline on Local with ollama • shiny.ollama

R Shiny Interface for Chatting with LLMs Offline via Ollama

Experience seamless, private, and offline AI conversations right on your machine! shiny.ollama provides a user-friendly R Shiny interface to interact with LLMs locally, powered by Ollama.

Development Version

CRAN release

⚠️ Disclaimer

Important: shiny.ollama requires Ollama to be installed on your system. Without it, this package will not function. Follow the Installation Guide below to set up Ollama first.

Version Information

CRAN Version (0.1.1):
- Core functionality for offline LLM interaction
- Basic model selection and chat interface
- Chat history export capabilities
Development Version (0.1.2):
- All features from 0.1.1
- Better UI/UX
- Advanced parameter customization
- Enhanced user control over model behavior

Installation

From CRAN (Stable Version - `0.1.1`)

install.packages("shiny.ollama")

From GitHub (Latest Development Version - `0.1.2`)

# Install devtools if not already installed
install.packages("devtools")

devtools::install_github("ineelhere/shiny.ollama")

Quick Start

Launch the Shiny app in R with:

library(shiny.ollama)

# Start the application
shiny.ollama::run_app()

Features

Core Features (All Versions)

Fully Offline: No internet required – complete privacy
Model Selection: Easily choose from available LLM models
Message Input: Engage in conversations with AI
Save & Download Chats: Export your chat history
User-Friendly Interface: Powered by R Shiny

Advanced Features (Development Version `0.1.2`)

Customize your LLM interaction with adjustable parameters: - Temperature control - Context window size - Top K sampling - Top P sampling - System instructions customization

How to Install Ollama

To use this package, install Ollama first:

Download Ollama from here (Mac, Windows, Linux supported)
Install it by following the provided instructions
Verify your installation:

ollama --version

If successful, the version number will be displayed

Pull a model (e.g., deepseek-r1) to get started

License and Declaration

This R package is an independent, passion-driven open source initiative, released under the Apache License 2.0. It is not affiliated with, owned by, funded by, or influenced by any external organization. The project is dedicated to fostering a community of developers who share a love for coding and collaborative innovation.

Contributions, feedback, and feature requests are always welcome!

Stay tuned for more updates. 🚀

shiny.ollama