EmbeddingGemma 2 source weights and original model documentation by Google DeepMind, distributed under Apache-2.0. Host tokenization and preprocessing use Hugging Face Transformers under Apache-2.0. Core AI conversion and adapter by maxffarrell, 2026, Apache-2.0. See UPSTREAM_README.md and SOURCE.json for attribution and pinned provenance.