Repository: govuk-national-applicability-experiment

Feasibility of using machine classification to determine national applicability of GOV.UK content

• GitHub: govuk-national-applicability-experiment
• Ownership: #govuk-publishing-tagging-workflow
• Category: Utilities

README

Feasibility of using machine classification to determine national applicability of GOV.UK content.

Setup

• Install the version of Ruby specified in .ruby-version, e.g. mise install ruby (with idiomatic_version_file_enable_tools enabled for Ruby).
• Install Ruby libraries by running bundle install.
• Install the version of Python specified in .python-version, e.g. mise install python (with idiomatic_version_file_enable_tools enabled for Python).
• Install pipenv by running pip install --user pipenv.
• Install Python libraries by running pipenv install.
• Install the OpenRouter plugin for llm by running pipenv run llm install llm-openrouter.
• Set the OpenRouter API key by running pipenv run llm keys set openrouter --value $OPEN_ROUTER_API_KEY.

Significant Whitehall commits & pull requests

Some significant changes to the data model and validations for national applicability:

• Invert the data model regarding which policies apply to which nations
• Allow exclusion of england [Feb 2018]
• Ensure editions have accurate UK Nation applicability [Aug 2020]
• Set all_nation_applicability for withdrawn editions [Sep 2020]