blockr.ai

Overview

blockr.ai provides AI-powered blocks for the blockr.core framework. It enables integration with various AI services and models to enhance data analysis workflows through natural language interactions.

Features

• Natural language powered plot creation through new_llm_plot_block().
• AI-assisted data transformations through new_llm_transform_block().
• Integration with many LLM APIs via the ellmer package.
• Interactive blocks that can be composed with other blockr components.

Installation

You can install the development version of blockr.ai from GitHub with:

# install.packages("remotes")
remotes::install_github("BristolMyersSquibb/blockr.ai")

Usage

blockr.ai extends the blockr.core framework with AI capabilities.

Examples

library(blockr.core)
library(blockr.ai)

serve(
  new_llm_plot_block(),
  data = list(data = iris)
)

serve(
  new_llm_transform_block(),
  data = list(data = iris)
)

serve(
  new_board(
    blocks = blocks(
      a = new_dataset_block("mtcars"),
      b = new_llm_plot_block("Plot mpg vs hp")
    ),
    links = links("a", "b", "data")
  )
)