gemini.R (version 0.12.0)

gemini_image: Generate text from text and image with Gemini

Description

Generate text from text and image with Gemini

Usage

gemini_image(
  image = NULL,
  prompt = "Explain this image",
  model = "2.0-flash",
  temperature = 1,
  maxOutputTokens = 8192,
  topK = 40,
  topP = 0.95,
  seed = 1234,
  type = "png"
)

Value

Generated text

Arguments

image

The image to generate text

prompt

The prompt to generate text, Default is "Explain this image"

model

The model to use. Options are "2.0-flash", "2.0-flash-lite", "2.5-pro-exp-03-25". Default is '2.0-flash' see https://ai.google.dev/gemini-api/docs/models/gemini

temperature

The temperature to use. Default is 1 value should be between 0 and 2 see https://ai.google.dev/gemini-api/docs/models/generative-models#model-parameters

maxOutputTokens

The maximum number of tokens to generate. Default is 8192 and 100 tokens correspond to roughly 60-80 words.

topK

The top-k value to use. Default is 40 value should be between 0 and 100 see https://ai.google.dev/gemini-api/docs/models/generative-models#model-parameters

topP

The top-p value to use. Default is 0.95 value should be between 0 and 1 see https://ai.google.dev/gemini-api/docs/models/generative-models#model-parameters

seed

The seed to use. Default is 1234 value should be integer see https://ai.google.dev/gemini-api/docs/models/generative-models#model-parameters

type

The type of image. Options are 'png', 'jpeg', 'webp', 'heic', 'heif'. Default is 'png'

See Also

https://ai.google.dev/docs/gemini_api_overview#text_image_input

Examples

if (FALSE) {
library(gemini.R)
setAPI("YOUR_API_KEY")
gemini_image(image = system.file("docs/reference/figures/image.png", package = "gemini.R"))
}