Elastic announced that Jina Embeddings v3 is now available as a self-deployable partner model in Gemini Enterprise Agent Platform Model Garden. As the first Jina model available on the platform, it enables organizations to deploy high-performance retrieval models directly within their own cloud environments.
Jina Embeddings v3 is first Jina model available in Gemini Enterprise Model Garden.
Self-deployable model runs directly inside Google Cloud projects and VPCs.
No external API calls, keeping sensitive data within security perimeter.
Flat hourly compute pricing vs. per-token metering.
Native integration with BigQuery, Cloud Storage, IAM, and unified billing.
Supports multilingual semantic search and RAG pipelines.
With Jina Embeddings v3 deployed directly inside their Google Cloud projects and Virtual Private Clouds (VPCs), enterprises can run embedding models within their own infrastructure, avoiding external API calls and maintaining control over sensitive data. This deployment model supports total data sovereignty, keeping sensitive data within the security perimeter and making it ideal for regulated industries like the public sector. Users pay a flat hourly rate for compute rather than per-token metering, rewarding scale and high-volume traffic. The model also offers native integration with existing Google Cloud services, including BigQuery, Cloud Storage, IAM for security, and unified billing.
Jina Embeddings v3 supports a range of multilingual semantic search and retrieval use cases and is widely used in production across the Elasticsearch ecosystem. The model is well-suited for applications such as semantic search and RAG pipelines. The launch of Jina v3 in Model Garden is part of Elastic's broader rollout to provide a full, end-to-end retrieval stack, with additional embedding and reranking models planned.
Conclusion
As Ken Exner, chief product officer at Elastic, stated: "We're bringing Jina models into Model Garden to make high-performance retrieval easier to deploy inside enterprise environments. Organizations are no longer forced to choose between performance and control. They can now run production-ready embeddings directly within their Google Cloud VPC, with full ownership of their data and predictable costs."
Availability
Jina Embeddings v3 is now available on the Gemini Enterprise Agent Platform Model Garden.
About Elastic
Elastic, the Search AI Company, integrates its deep expertise in search technology with artificial intelligence to help everyone transform all of their data into answers, actions, and outcomes. Elastic's Search AI Platform — the foundation for its search, observability, and security solutions — is used by thousands of companies, including more than 50% of the Fortune 500.
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