… Developers can use hybrid search to build AI agent memory and RAG systems that retrieve relevant context by exact terms and meaning to improve generative AI responses while reducing token costs. …
all-MiniLM-L12-v2 for semantic search and sentence similarity is now available in Amazon SageMaker JumpStart Posted on: Jun 18, 2026 Today, AWS announced the availability of all-MiniLM-L12-v2 in Amazon SageMaker JumpStart, expanding the portfolio of models available to AWS customers. …
… These models from Black Forest Labs and Qwen bring state-of-the-art image generation and multilingual text embedding capabilities, enabling customers to build creative AI applications and intelligent search systems on AWS infrastructure. …
Amazon Bedrock Managed Knowledge Base is now generally available Posted on: Jun 17, 2026 Amazon Bedrock Managed Knowledge Base, a fully managed retrieval-augmented generation RAG service, is now generally available. …
… This capability helps customers self-serve operational issues and maximize the performance of their AI investments. SageMaker AI Inference observability is available in the following AWS Regions: US East N. …
… With this launch, customers gain visibility into how much limits they have on the bedrock-mantle endpoint and can proactively plan for production scale. To get started, open the AWS Service Quotas console, choose Amazon Bedrock, and search for "Bedrock Mantle" to view your current quotas. …