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.