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Knowledge Bases for Amazon Bedrock now supports Amazon Aurora PostgreSQL and Cohere embedding models

AWS News Blog



This article covers the latest updates to Knowledge Bases for Amazon Bedrock, a service that enables Retrieval Augmented Generation (RAG) for foundation models (FMs) using company data.

Specifically, the article covers:

  • New choices for embedding models: Cohere Embed English and Cohere Embed Multilingual
  • New vector store options: Amazon Aurora PostgreSQL and Pinecone serverless
  • Cost reduction for development/testing workloads using Amazon OpenSearch Serverless
  • New FM option: Anthropic Claude 2.1 with extended context window
  • Availability in the US East (N. Virginia) and US West (Oregon) AWS regions


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