Gemini Embedding 2 is now generally available.

Google has announced the general availability of Gemini Embedding 2, its latest text embedding model accessible through both the Gemini API and Vertex AI platform. The release marks the transition from preview to production-ready status for the embedding technology, which converts text into numerical vector representations for use in AI applications like semantic search, recommendation systems, and retrieval-augmented generation (RAG) implementations. Embedding models serve as critical infrastructure for enterprise AI applications by enabling machines to understand semantic relationships between different pieces of text. The general availability designation indicates that Google now considers the model stable enough for production workloads, with accompanying service level agreements and enterprise support. Organizations can integrate Gemini Embedding 2 into their applications through Google's cloud services to power features requiring advanced text understanding and similarity matching capabilities.