developer-roadmap/roadmaps/ai-engineer/content/gemini-embedding@4GArjDYipit4SLqKZAWDf.md

Gemini Embedding

The Gemini API offers methods to convert text, images, or other data types into numerical vector representations called embeddings. These embeddings capture the semantic meaning and relationships between different pieces of information, allowing for efficient similarity search, clustering, and other machine learning tasks. These proprietary models are offered as a service, often through an API, and require payment or subscription.

Visit the following resources to learn more:

• @official@Embeddings
• @official@Gemini Embedding now generally available in the Gemini API
• @video@What are text embeddings?