Gemini Embedding 2
A Gemini Embedding 2 multimodal embedding tool
What is Gemini Embedding 2?
Gemini Embedding 2 maps text, images, video, audio, and documents into a single, unified embedding space to enable multimodal retrieval, semantic search, and advanced analytics via the Gemini API and Vertex AI.
Key features of Gemini Embedding 2
Maps text, images, video, audio, and documents into a single embedding space enabling multimodal ...
How to use Gemini Embedding 2
- Use Gemini API or Vertex AI to embed multimodal content
- Pass multiple modalities (text, image, audio) in a single request
- Adjust output dimensions using Matryoshka Representation Learning (MRL)
Pros of Gemini Embedding 2
Unified embedding space simplifies multimodal pipelines
High-quality embeddings across modalities and languages
