Supercharge vector search with Spanner
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8 дней – 2523:23Опубликовано 22 марта 2024, 19:56
Spanner KNN documentation → goo.gle/3IRespO
Try Spanner Vector Search yourself → 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 → goo.gle/SpannerDatabaseUnlimit...
Subscribe to Google Cloud Tech → goo.gle/GoogleCloudTech
#SpannerDatabaseUnlimited
Product: Spanner
Speaker Name: Derek Downey
Try Spanner Vector Search yourself → 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 → goo.gle/SpannerDatabaseUnlimit...
Subscribe to Google Cloud Tech → goo.gle/GoogleCloudTech
#SpannerDatabaseUnlimited
Product: Spanner
Speaker Name: Derek Downey
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