GenAI - R Package "GenAI" Documentation

Last update: 2024/02/15

Utilizing 'Generative Artificial Intelligence' models like 'GPT-4' and 'Gemini Pro' as coding and writing assistants for 'R' users. Through these models, 'GenAI' offers a variety of functions, encompassing text generation, code optimization, natural language processing, chat, and image interpretation. The goal is to aid 'R' users in streamlining laborious coding and language processing tasks.

💡 Update: version 0.2.0 💡
Utilizing R6 class, enhancing user friendiliness. Support one more generative AI - Moonshot AI. Moreover, you can now generate image using this package!

Prerequisites

Prior to utilizing the GenAI package, several prerequisites must be met.

1. Ensure that you possess an eligible device equipped with R.

2. Access to the internet is essential to generate text or engage in chat through GenAI.

3. Obtain an API key from the selected Generative AI service provider. GenAI currently supports Generative AI models from Google, Moonshot AI, and OpenAI.

   • To acquire an API key for Google's models, refer to: Google Generative AI - API key
   • To acquire an API key for Moonshot AI's models, refer to: Moonshot AI - API Key
   • To acquire an API key for OpenAI's models, refer to: OpenAI - API Key

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Installation

1. Install the package from The Comprehensive R Archive Network (CRAN).

install.packages("GenAI")

2. Install the package from GenAI official website.

remotes::install_url("https://genai.gd.edu.kg/release/R/GenAI_latest.tar.gz",
                     dependencies = TRUE,
                     method = "libcurl")

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Setup

• Get Supported Generative AI Models
  available.models

• Google Generative AI Object Creation
  genai.google

• Moonshot AI Object Creation
  genai.moonshot

• OpenAI Object Creation
  genai.openai

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Text Generation

• Text Generation with Text as the Input
  txt

• Text Generation with Text and Image as the Input
  txt.image

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Chat Generation

• Chat Generation with Text as the Input
  chat

• Chat Edit with New Text as the Input
  chat.edit

• Chat History Convert
  chat.history.convert

• Chat History Export
  chat.history.export

• Chat History Import
  chat.history.import

• Chat History Print
  chat.history.print

• Chat History Reset
  chat.history.reset

• Chat History Save
  chat.history.save

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Image Generation

• Image Generation with Text as the Input
  img

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Appendix

Capability