sgeboers
3a240fd907
- Fix EVR numbers: PC1~29%, PC2~11.5% (~41%) single-window; PC1~14.6%, PC2~13.1% multi-window - Fix window count: 38 -> 41 time windows - Add scree plot (docs/research/scree_multiwindow.png) embedded in EVR callout - Add party agreement heatmap (docs/research/party_agreement_2023Q3.png) with GL-PvdA 99.8% figure - Convert markdown pipe-table to HTML table - Remove text-embedding/fused pipeline references (not in production) - Simplify pipeline diagram and reproducibility block - Update DB size to ~18 GB
stemwijzer
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_KEYwith a fallback toOPENAI_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_TOKENas 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 thewebappsuser)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.