Creating and Tagging Bedrock Inference Profiles Using AWS CLI A guide to creating and tagging AWS Bedrock inference profiles with AWS CLI, bypassing console limitations.

"Creating and Tagging Bedrock Inference Profiles Using AWS CLI" by Qinjie Zhang

#amazobedrock #tagging

The Architect's Dilemma - Mastering Generative AI Model Evaluation on AWS Ever wondered how to pick the right AI model without losing your mind? My latest blog, "The Architect's Dilemma," takes you behind the scenes of a financial institution's journey to find the perfect generative AI model on AWS. I skip the boring benchmarks and dive straight into the good stuff—real-world testing with adversarial examples, multi-dimensional evaluation frameworks, and a surprising discovery that smaller models sometimes outperform their bigger siblings! Complete with code snippets from AWS's g

"The Architect's Dilemma - Mastering Generative AI Model Evaluation on AWS" by Govind Kumar

#awsbedrock #multimodal #aws #amazobedrock

Introducing the AWS Guidance for Multi-Provider LLM Access Managing diverse Large Language Models (LLMs) from providers like AWS Bedrock, OpenAI, and Anthropic can be complex. This post introduces the AWS Guidance for Multi-Provider Generative AI Gateway, a deployable solution for AWS builders seeking to simplify this process. Discover how this gateway provides a unified, OpenAI-compatible API, centralizes governance, enhances security with features like Bedrock Guardrails integration, and helps control costs.

"Introducing the AWS Guidance for Multi-Provider LLM Access" by Todd Fortier

#genai #genaigateway #litellm #amazobedrock #solutions

Amazon Bedrock Agent Versioning Complete Guide This comprehensive guide explains how Amazon Bedrock Agent versioning works with CloudFormation, based on extensive testing and real-world examples.

"Amazon Bedrock Agent Versioning Complete Guide" by aidin

#genai #amazobedrock #bedrock

How to Set Up a RAG Chatbot in AWS Bedrock: A Step-by-Step Guide Retrieval-Augmented Generation (RAG) chatbots enhance AI-generated responses by retrieving relevant information from structured data sources. In this step-by-step guide, learn how to build a powerful RAG chatbot using AWS Bedrock, Amazon S3, and Amazon OpenSearch Serverless.

"How to Set Up a RAG Chatbot in AWS Bedrock: A Step-by-Step Guide" by Sevim Durmus

#nocode #amazobedrock #amazons3 #opensearch

Centralizing Generative AI operations with distributed logging using Amazon Bedrock and LangChain Learn how to implement secure, cross-account logging for Amazon Bedrock in multi-tenant environments using LangChain. This solution enables centralized Bedrock operations while maintaining strict data privacy by keeping customer logs isolated in their respective accounts, offering an optimal balance between operational efficiency and security compliance.

"Centralizing Generative AI operations with distributed logging using Amazon Bedrock and LangChain" by Moh Tahsin

#amazobedrock #multi-acc #observability #cloudwatch #langchain

Amazon Bedrock: Simplifying Generative AI for Everyone Discover how Amazon Bedrock simplifies generative AI with tailored models, ethical guardrails, and real-world applications for businesses and innovators.

"Amazon Bedrock: Simplifying Generative AI for Everyone" by Joseph Arriola

#genai #amazobedrock #serverless #artificial-intelligence