Gen AI News Talk
Multi-tenant RAG implementation with Amazon Bedrock and Amazon OpenSearch Service for SaaS using JWT
In recent years, the emergence of large language models (LLMs) has accelerated AI adoption across various industries. However, to further augment LLMs’ capabilities and...
Beyond accelerators: Lessons from building foundation models on AWS with Japan’s GENIAC program
In 2024, the Ministry of Economy, Trade and Industry (METI) launched the Generative AI Accelerator Challenge (GENIAC)—a Japanese national program to boost generative AI...
Streamline deep learning environments with Amazon Q Developer and MCP
Data science teams working with artificial intelligence and machine learning (AI/ML) face a growing challenge as models become more complex. While Amazon Deep Learning...
Use generative AI in Amazon Bedrock for enhanced recommendation generation in equipment maintenance
In the manufacturing world, valuable insights from service reports often remain underutilized in document storage systems. This post explores how Amazon Web Services (AWS)...
Kyruus builds a generative AI provider matching solution on AWS
This post was written with Zach Heath of Kyruus Health.
When health plan members need care, they shouldn’t need a dictionary. Yet millions face this...
Build an AI-powered automated summarization system with Amazon Bedrock and Amazon Transcribe using Terraform
Extracting meaningful insights from unstructured data presents significant challenges for many organizations. Meeting recordings, customer interactions, and interviews contain invaluable business intelligence that remains...
Manage multi-tenant Amazon Bedrock costs using application inference profiles
Successful generative AI software as a service (SaaS) systems require a balance between service scalability and cost management. This becomes critical when building a...
Deploy a full stack voice AI agent with Amazon Nova Sonic
AI-powered speech solutions are transforming contact centers by enabling natural conversations between customers and AI agents, shortening wait times, and dramatically reducing...
Build real-time travel recommendations using AI agents on Amazon Bedrock
Generative AI is transforming how businesses deliver personalized experiences across industries, including travel and hospitality. Travel agents are enhancing their services by offering personalized...
Building cost-effective RAG applications with Amazon Bedrock Knowledge Bases and Amazon S3 Vectors
Vector embeddings have become essential for modern Retrieval Augmented Generation (RAG) applications, but organizations face significant cost challenges as they scale. As knowledge bases...
