- PC2: rename 'maatschappelijke verantwoordelijkheid' to 'institutioneel
progressivisme' (less normatively loaded), rewrite explanation with actual
party scores (CU=-59, SGP=-25, VVD=-15 — all strongly negative, not
'near the middle'), update pole descriptions
- PC3: remove speculative motivation claim about PVV, state factual
observation that PVV/SP/PvdD/GL-PvdA vote alike despite opposing PC1
- PC7-PC10: add '(indicatief)' to labels — these axes explain <4% EVR
and may be below noise level
- PC7: add explicit fragility warning in explanation
- PC8: clarify DENK/SP negative scores mean active opposition voting,
not lack of focus; note Volt N=1 unreliability
- Scree plot: soften claim that later axes are 'meaningful'
A small project that uses QWEN embeddings for semantic features. The codebase includes an example Ansible package under packages/@ansible/example and helper scripts for deployment.
Embeddings
This project uses QWEN embeddings (model: qwen/qwen3-embedding-4b) via OpenRouter-compatible APIs.
Preferred environment variable: OPENROUTER_API_KEY with a fallback to OPENAI_API_KEY.
Publishing and deploying the Ansible package
Package location: packages/@ansible/example — this contains the Ansible playbooks and packaging used by CI.
To publish the package (CI): create a git tag for the version and provide NPM_TOKEN as a secret to the CI runner so it can publish to npm.
To deploy the package (CI): set the following repository secrets in your CI pipeline:
DEPLOY_HOST (default: motief.sgeboers.nl)
DEPLOY_SSH_KEY (private key for the webapps user)
DEPLOY_USER (default: webapps)
Defaults
DEPLOY_HOST: motief.sgeboers.nl
DEPLOY_USER: webapps
See docs/deployment/ansible-package-deploy.md for more detailed deploy instructions and defaults.
Sven Geboers
db9a61094b