Foundation Model Integration, Data Management, and Compliance III
Explore expert strategies for integrating foundation models with optimized data management and compliance. Learn to implement efficient vector store solutions, design metadata frameworks, and maintain accuracy in retrieval-augmented generation systems while addressing latency and scalability challenges.
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Question 11
A fintech company needs to implement sub-second semantic search over time-sensitive financial reports. The solution must support custom sharding strategies and advanced indexing to maintain low latency as the dataset grows.
Which vector store solution best meets these requirements?
A. Amazon Bedrock Knowledge Bases with default indexing
B. Amazon OpenSearch Service with Neural (k-NN) plugin and custom shard allocation
C. Amazon RDS for MySQL with vector extensions
D. Amazon DynamoDB with Global Secondary Indexes ...