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Google publishes a developer guide for EmbeddingGemma 2 multimodal embeddings

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Google Gemma announces a developer guide showing how to embed text, code, images, video, audio, and interleaved inputs with EmbeddingGemma 2 using the sentence-transformers library. The guide outlines a four-step workflow: loading the model, embedding text and code with task prompts, embedding multimodal inputs, and optionally truncating dimensions with Matryoshka.

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Google Gemma
@googlegemma

Ready to start building with EmbeddingGemma 2?

Our Developer Guide walks you through embedding multimodal content across text, code, images, video, and audio using the sentence-transformers library and more!

The workflow:

1️⃣ Load the model (via your preferred framework)
2️⃣ Embed text & code with task prompts
3️⃣ Embed images, video, audio & interleaved inputs
4️⃣ (Optional) Truncate dimensions with Matryoshka to save space

Source: Google Gemma · x.comPublished · added here

Topics

Google / GeminiMultimodal AIModel releasesTutorials & how-to

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