Evaluating AI Agents: A Comprehensive Guide to Reliable Assessment
This post was co-authored with Karan Singh, Head of Partnerships at LangChain.
Understanding the Challenges of...
Comprehensive Observability for Large Language Models in Production with Amazon SageMaker AI Inference
Understanding the Importance of Observability in LLM Deployment
Two Dimensions of LLM Observability:...
Building an Azerbaijani Language Model: Optimizing Training with Open Source Tools and AWS
Acknowledgments
Introduction to the Challenge
Solution Overview
Stage 1: Tokenizer Development
Stage 2: Continued Pre-training (CPT)
Stage...
Unlocking the Power of Document Processing with the GenAI IDP Accelerator
Revolutionizing Workflow Efficiency and Accuracy in Document Management
The Transformative Role of Intelligent Document Processing
Harnessing...
Unlocking Insights in Geospatial Data: Integrating Amazon Bedrock with GIS for Enhanced Workflows
Exploring the Intersection of Generative AI and Geospatial Technology
In this article, we...
Fine-Tuning GPT-OSS Models with Amazon SageMaker: Part 2 - Leveraging HyperPod Recipes for Enhanced Model Customization
Introduction
In this second installment of the GPT-OSS series, we...
Unveiling The Fragrance Lab: A New Era of Hyper-Personalization in Consumer Experiences
Celebrating Innovation at Cannes Lions 2025
Crafting Unique Scents through AI Interaction
Designing Dynamic Campaigns...
Enabling Trusted Identity Propagation in Amazon SageMaker Studio: A Comprehensive Guide
Introduction to Trusted Identity Propagation
Solution Overview
Prerequisites
Creating or Updating the SageMaker Execution Role
Creating a SageMaker...
Streamlining Travel Planning with AI: Building an Intelligent Assistant Using Amazon Nova and LangGraph
Solution Overview
Prerequisites
Clone the Repository
Obtain API Keys
Add API Keys to Secrets Manager
Configure...
Introducing Amazon Bedrock AgentCore Identity: Secure Identity and Access Management for AI Agents
Unpacking the Challenges of Managing AI Agent Identities at Scale
Streamlining Enterprise AI...
Optimizing AI Inference: A Collaboration Between Salesforce and AWS
This heading captures the essence of the collaboration, focusing on the optimization of AI inference, which...