Package: cat.stack 0.2.0
cat.stack: General-Purpose LLM Text Classification Engine
R interface to the Python cat-stack package. General-purpose text, image, and PDF classification using LLMs with no domain assumptions. The base engine for the CatLLM ecosystem.
Authors:
cat.stack_0.2.0.tar.gz
cat.stack_0.2.0.zip(r-4.7)cat.stack_0.2.0.zip(r-4.6)cat.stack_0.2.0.zip(r-4.5)
cat.stack_0.2.0.tgz(r-4.6-any)cat.stack_0.2.0.tgz(r-4.5-any)
cat.stack_0.2.0.tar.gz(r-4.7-any)cat.stack_0.2.0.tar.gz(r-4.6-any)
cat.stack_0.2.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
cat.stack/json (API)
NEWS
| # Install 'cat.stack' in R: |
| install.packages('cat.stack', repos = c('https://chrissoria.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/chrissoria/cat-llm/issues
Pkgdown/docs site:https://christophersoria.com
Last updated from:f2d83209be (on main). Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 201 | ||
| source / vignettes | OK | 176 | ||
| linux-release-x86_64 | OK | 130 | ||
| macos-release-arm64 | OK | 85 | ||
| macos-oldrel-arm64 | OK | 86 | ||
| windows-devel | OK | 76 | ||
| windows-release | OK | 90 | ||
| windows-oldrel | OK | 64 | ||
| wasm-release | OK | 94 |
Exports:.as_py_int.check_classify_schema.check_explore_schema.check_extract_schema.check_summarize_schema.convert_models.strip_quotes.validate_add_othercheck_ollama_modelclassifyensure_ollama_runningexploreextractinstall_cat_stacklist_ollama_modelsprompt_tunepull_ollama_modelsummarize
Dependencies:herejsonlitelatticeMatrixpngrappdirsRcppRcppTOMLreticulaterlangrprojrootwithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Check whether a specific Ollama model is installed locally | check_ollama_model |
| Classify text, images, or PDFs using LLMs | classify |
| Ensure a local Ollama server is running | ensure_ollama_running |
| Explore raw categories in text data | explore |
| Extract categories from text, images, or PDFs using LLMs | extract |
| Install the cat-stack Python package | install_cat_stack |
| List locally installed Ollama models | list_ollama_models |
| Optimize a classification prompt with human-in-the-loop feedback | prompt_tune |
| Pull (download) an Ollama model | pull_ollama_model |
| Summarize text, images, or PDFs using LLMs | summarize |
