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Dynamic metadata filtering for Amazon Bedrock Knowledge Bases with LangChain
Amazon Bedrock Knowledge Bases offers a fully managed Retrieval Augmented Generation (RAG) feature that connects large language models (LLMs) to internal data sources. It’s...
Enhance deployment guardrails with inference component rolling updates for Amazon SageMaker AI inference
Deploying models efficiently, reliably, and cost-effectively is a critical challenge for organizations of all sizes. As organizations increasingly deploy foundation models (FMs) and other...
Introducing Fast Model Loader in SageMaker Inference: Accelerate autoscaling for your Large Language Models...
In Part 1 of this series, we introduced Amazon SageMaker Fast Model Loader, a new capability in Amazon SageMaker that significantly reduces the time required...
Driving cost-efficiency and speed in claims data processing with Amazon Nova Micro and Amazon...
Amazon operations span the globe, touching the lives of millions of customers, employees, and vendors every day. From the vast logistics network to the...
How PayU built a secure enterprise AI assistant using Amazon Bedrock
This is a guest post co-written with Rahul Ghosh, Sandeep Kumar Veerlapati, Rahmat Khan, and Mudit Chopra from PayU.
PayU offers a full-stack digital financial...
Uphold ethical standards in fashion using multimodal toxicity detection with Amazon Bedrock Guardrails
The global fashion industry is estimated to be valued at $1.84 trillion in 2025, accounting for approximately 1.63% of the world’s GDP (Statista, 2025)....
Multi-tenant RAG with Amazon Bedrock Knowledge Bases
Organizations are continuously seeking ways to use their proprietary knowledge and domain expertise to gain a competitive edge. With the advent of foundation models...
Accelerate foundation model development with one-click observability in Amazon SageMaker HyperPod
Amazon SageMaker HyperPod now provides a comprehensive, out-of-the-box dashboard that delivers insights into foundation model (FM) development tasks and cluster resources. This unified observability...
Build a just-in-time knowledge base with Amazon Bedrock
Software as a service (SaaS) companies managing multiple tenants face a critical challenge: efficiently extracting meaningful insights from vast document collections while controlling costs....
Use Amazon Bedrock Agents for code scanning, optimization, and remediation
Amazon Bedrock is a fully managed service that makes foundation models (FMs) from leading AI startups and Amazon available through an API, so you...
