sgeboers 12936c52c1 fix: use aligned PCA positions for SVD components 1-2 (consistent with compass)
Previously the SVD components tab used raw SVD scores while the compass
used Procrustes-aligned PCA positions. This caused party orderings to
differ between the two visualizations.

Changes:
- Components 1-2 now use aligned positions from load_positions()
  (same as compass) for consistent party ordering
- Components 3-10 continue to use raw SVD scores
- Added _get_aligned_party_coords() helper to convert aligned MP
  positions to party centroids
2026-04-13 23:08:19 +02:00
2026-03-26 22:52:11 +01:00

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_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.

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