TDD implementation: tests/rag/test_embed.py exercises Embedder.encode() with
batch processing, empty lists, dimension validation, and semantic similarity
guarantees. Model lazy-loads on first call (no torch dependency, ~33MB ONNX).
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>