Q32Applications of Foundation Models
A company uses Amazon Bedrock for a generative AI solution. The solution must integrate with a service that provides vector database storage and vector-search capabilities. Which AWS service meets these requirements?
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B 2
For a generative AI solution using vector embeddings, the company needs:
• Vector database storage
• k-nearest neighbor (k-NN) search
• Similarity search
• Embedding search for RAG workflows
Amazon OpenSearch Service provides all of these:
✔ Native vector search
✔ k-NN and ANN (HNSW, IVF) indexing
✔ Scalable vector storage
✔ Integration with RAG architectures and Amazon Bedrock
B 1
Correct answer: B. Amazon OpenSearch Service