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Supercharge vector search with Spanner

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Supercharge vector search with Spanner

Spanner KNN documentation → https://goo.gle/3IRespO
Try Spanner Vector Search yourself → https://goo.gle/4a6ytVm

Spanner is Google Cloud’s fully managed distributed database service that combines horizontal scalability with relational semantics, great for both relational and non-relational operational workloads.

Spanner’s distributed and horizontally scalable architecture brings unlimited scale to vector search with support for exact nearest neighbor (KNN) search.

In this video, learn how to turn Spanner into a vector database and leverage the operational data in Spanner for retrieval augmented generation (RAG) to provide additional context to GenAI applications and provide more relevant responses to users with low latency!

Chapters:
0:00 – Intro
0:45 – RAG architecture overview
2:20 – Spanner as a vector database
3:57 – Leveraging LLMs with Spanner
4:40 – Conclusion

Spanner: Database Unlimited → https://goo.gle/SpannerDatabaseUnlimited
Subscribe to Google Cloud Tech → http://goo.gle/GoogleCloudTech​

#SpannerDatabaseUnlimited

Product: Spanner
Speaker Name: Derek Downey

Date: March 22, 2024