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