Package: kuzco 0.1.0.9000

kuzco: Computer Vision with Large Language Models

Make computer vision tasks approachable in R by leveraging Large Language Models. Providing fine-tuned prompts, boilerplate functions, and input/output helpers for common computer vision workflows, such as classifying and describing images. Functions are designed to take images as input and return structured data, helping users build practical applications with minimal code.

Authors:Frank Hull [aut, cre, cph], Johannes Breuer [ctb], Jordi Rosell [ctb]

kuzco_0.1.0.9000.tar.gz
kuzco_0.1.0.9000.zip(r-4.7-any)kuzco_0.1.0.9000.zip(r-4.6-any)kuzco_0.1.0.9000.zip(r-4.5-any)
kuzco_0.1.0.9000.tgz(r-4.6-any)kuzco_0.1.0.9000.tgz(r-4.5-any)
kuzco_0.1.0.9000.tar.gz(r-4.7-any)kuzco_0.1.0.9000.tar.gz(r-4.6-any)
kuzco_0.1.0.9000.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
kuzco/json (API)

# Install 'kuzco' in R:

install.packages('kuzco', repos = c('https://frankiethull.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/frankiethull/kuzco/issues

Pkgdown/docs site:https://frankiethull.github.io

On CRAN:

quarto

7.95 score 69 stars 29 scripts 253 downloads 17 exports 91 dependencies

Last updated from:f27c0c59fb. Checks:7 NOTE, 2 OK. Indexed: yes.

Target	Result	Time
linux-devel	NOTE	660
source / vignettes	OK	228
linux-release	NOTE	159
macos-release	NOTE	486
macos-oldrel	NOTE	196
windows-devel	NOTE	142
windows-release	NOTE	127
windows-oldrel	NOTE	136
wasm-release	OK	143

Exports:edit_prompt kuzco_app list_prompts llm_image_alt_text llm_image_classification llm_image_custom llm_image_extract_text llm_image_recognition llm_image_sentiment tool_llm_image_alt_text tool_llm_image_classification tool_llm_image_custom tool_llm_image_extract_text tool_llm_image_recognition tool_llm_image_sentiment view_image view_llm_results

Dependencies:askpass base64enc bigD bitops bmp bslib cachem cli commonmark coro cpp11 crayon curl digest downloader dplyr ellmer evaluate farver fastmap fontawesome fs generics ggplot2 glue gt gtable gtExtras highr htmltools htmlwidgets httr2 igraph imager isoband jpeg jquerylib jsonlite juicyjuice knitr labeling later lattice lifecycle litedown magick magrittr markdown Matrix memoise mime ollamar openssl otel paletteer pillar pkgconfig png prismatic promises purrr R6 rappdirs RColorBrewer Rcpp reactable reactR readbitmap rematch2 rlang rmarkdown rstudioapi S7 sass scales stringi stringr sys tibble tidyr tidyselect tiff tinytex utf8 V8 vctrs viridisLite withr xfun xml2 yaml

benchmarking-llms

Rendered frombenchmarking-llms.qmdusingquarto::html

Last update: 2026-10-13
Started: 2026-10-13

two-stage-modeling

Two-Stage Modeling: AI Vision + ML Classification | Stage 1: describe the images | Stage 2: train the string SVM | Predict on new images | Why two stages?

Rendered fromtwo-stage-modeling.qmdusingquarto::html

Last update: 2026-10-13
Started: 2026-10-13

batch-image-processing

Workflows for Many Images | applying a llm vision instruct to many images | applying many llm vision instructs to an image | applying many instructs to many images

Rendered frombatch-image-processing.qmdusingquarto::html

Last update: 2025-12-01
Started: 2025-07-22

local-or-cloud

local LLMs | cloud LLMs | cloud example | cloud provider dictionary

Rendered fromcloud-providers.qmdusingquarto::html

Last update: 2025-12-01
Started: 2025-07-05

getting-started

Rendered fromgetting-started.qmdusingquarto::html

Last update: 2025-07-26
Started: 2025-06-07

multilingual-support

multilingual support | English Results | Spanish Results | German Results | Chinese Results

Rendered frommultilingual-support.qmdusingquarto::html

Last update: 2025-07-26
Started: 2025-07-26

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
chat ellmer helper (predates ellmer::chat)	chat_ellmer
edit prompt	edit_prompt
shiny kuzco app	kuzco_app
ellmer tools for kuzco computer vision functions	kuzco-tools tool_llm_image_alt_text tool_llm_image_classification tool_llm_image_custom tool_llm_image_extract_text tool_llm_image_recognition tool_llm_image_sentiment
list prompts	list_prompts
Image Alt Text using LLMs	llm_image_alt_text
Image Classification using LLMs	llm_image_classification
Customized Vision using LLMs	llm_image_custom
Image OCR for Text Extraction using LLMs	llm_image_extract_text
Image Recognition using LLMs	llm_image_recognition
Image Sentiment using LLMs	llm_image_sentiment
View Images quickly and easily	view_image
view llm results as a tidy great table	view_llm_results