%global __brp_check_rpaths %{nil} %global __requires_exclude ^libmpi %global packname quallmer %global packver 0.4.0 %global rlibdir /usr/local/lib/R/library Name: R-CRAN-%{packname} Version: 0.4.0 Release: 1%{?dist}%{?buildtag} Summary: Qualitative Analysis with Large Language Models License: GPL (>= 3) URL: https://cran.r-project.org/package=%{packname} Source0: %{url}&version=%{packver}#/%{packname}_%{packver}.tar.gz BuildRequires: R-devel >= 3.5.0 Requires: R-core >= 3.5.0 BuildArch: noarch BuildRequires: R-CRAN-ellmer >= 0.4.0 BuildRequires: R-CRAN-cli BuildRequires: R-CRAN-digest BuildRequires: R-CRAN-irr BuildRequires: R-CRAN-lifecycle BuildRequires: R-CRAN-rlang BuildRequires: R-stats BuildRequires: R-CRAN-tibble BuildRequires: R-CRAN-vctrs BuildRequires: R-CRAN-yardstick Requires: R-CRAN-ellmer >= 0.4.0 Requires: R-CRAN-cli Requires: R-CRAN-digest Requires: R-CRAN-irr Requires: R-CRAN-lifecycle Requires: R-CRAN-rlang Requires: R-stats Requires: R-CRAN-tibble Requires: R-CRAN-vctrs Requires: R-CRAN-yardstick %description Tools for AI-assisted qualitative data coding using large language models ('LLMs') via the 'ellmer' package, supporting providers including 'OpenAI', 'Anthropic', 'Google', 'Azure', and local models via 'Ollama'. Provides a 'codebook'-based workflow for defining coding instructions and applying them to texts, images, and other data. Includes built-in 'codebooks' for common applications such as sentiment analysis and policy coding, and functions for creating custom 'codebooks' for specific research questions. Supports systematic replication across models and settings, computing inter-coder reliability statistics including Krippendorff's alpha (Krippendorff 2019, ) and Fleiss' kappa (Fleiss 1971, ), as well as gold-standard validation metrics including accuracy, precision, recall, and F1 scores following Sokolova and Lapalme (2009, ). Provides audit trail functionality for documenting coding workflows following Lincoln and Guba's (1985, ISBN:0803924313) framework for establishing trustworthiness in qualitative research. %prep %setup -q -c -n %{packname} # fix end of executable files find -type f -executable -exec grep -Iq . {} \; -exec sed -i -e '$a\' {} \; # prevent binary stripping [ -d %{packname}/src ] && find %{packname}/src -type f -exec \ sed -i 's@/usr/bin/strip@/usr/bin/true@g' {} \; || true [ -d %{packname}/src ] && find %{packname}/src/Make* -type f -exec \ sed -i 's@-g0@@g' {} \; || true # don't allow local prefix in executable scripts find -type f -executable -exec sed -Ei 's@#!( )*/usr/local/bin@#!/usr/bin@g' {} \; %build %install mkdir -p %{buildroot}%{rlibdir} %{_bindir}/R CMD INSTALL -l %{buildroot}%{rlibdir} %{packname} test -d %{packname}/src && (cd %{packname}/src; rm -f *.o *.so) rm -f %{buildroot}%{rlibdir}/R.css # remove buildroot from installed files find %{buildroot}%{rlibdir} -type f -exec sed -i "s@%{buildroot}@@g" {} \; %files %{rlibdir}/%{packname}