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Activating Your Data Layer for Production-Ready AI

Community description: When discussing applications and systems using generative AI and the new opportunities they present,...

Dev.to | Oct 5, 2026 | Gleb Otochkin

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Objective: Deploy an AlloyDB cluster, import data and use text and image semantic search using multimodal embeddings, try hybrid search approach. Google AlloyDB database comes with additional AI integrations that help you use some AI capabilities without data preparation. Objective: Deploy AlloyDB cluster and enable AI query functions, use AI query functions to filter data and ranking function to improve the search results.

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