embeddings

How does the new fully managed Bedrock Knowledge Base work without a visible vector store?

I created a knowledge base in Amazon Bedrock and noticed that it can now be created without separately selecting a vector store such as OpenSearch. Previously, configuring an…

How does AWS’s fully managed Bedrock Knowledge Base work without a visible vector store?

I recently created a knowledge base in Amazon Bedrock using the fully managed option. Previously, creating a knowledge base required choosing an underlying vector database such as OpenSearch,…

Suggestions for Storing Embeddings in a RAG App without Using RDS or DynamoDB

Hey everyone! I'm currently working on a RAG (Retrieval-Augmented Generation) app that utilizes external embeddings and LLM APIs. The code's become too complex for AWS Lambda, so I…