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Omni Analytics

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Deploy AlloyDB Omni on Kubernetes next to local AI models

2025-04-11 · Google Cloud Next '25
session
by Gleb Otochkin (Google Cloud)
AI/ML Cloud Computing GCP Kubernetes

There are cases when you can’t use Google Cloud services but still want to get all benefits of AlloyDB integration with AI and serve a local model directly to the database. In such cases, AlloyDB Omni deployed in a Kubernetes cluster can be great solution, serving for edge cases and keeping all communications between database and AI model local.

Deploy AlloyDB Omni on Kubernetes next to local AI models (Recap)

· Google Cloud Next '25
session
by Gleb Otochkin (Google Cloud)
AI/ML Cloud Computing GCP Kubernetes

There are cases when you can’t use Google Cloud services but still want to get all benefits of AlloyDB integration with AI and serve a local model directly to the database. In such cases, AlloyDB Omni deployed in a Kubernetes cluster can be great solution, serving for edge cases and keeping all communications between database and AI model local.