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Configure fine-grained access to Amazon Bedrock models using Amazon SageMaker Unified Studio

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Enterprises adopting advanced AI solutions recognize that robust security and precise access control are essential for protecting valuable data, maintaining compliance, and preserving user...

Query Amazon Aurora PostgreSQL using Amazon Bedrock Knowledge Bases structured data

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Amazon Bedrock Knowledge Bases offers a fully managed Retrieval Augmented Generation (RAG) feature that connects large language models (LLMs) to internal data sources. This...

Democratize data for timely decisions with text-to-SQL at Parcel Perform

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This post was co-written with Le Vy from Parcel Perform. Access to accurate data is often the true differentiator of excellent and timely decisions. This...

Scale generative AI use cases, Part 1: Multi-tenant hub and spoke architecture using AWS...

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Generative AI continues to reshape how businesses approach innovation and problem-solving. Customers are moving from experimentation to scaling generative AI use cases across their...

Improve conversational AI response times for enterprise applications with the Amazon Bedrock streaming API...

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Many enterprises are using large language models (LLMs) in Amazon Bedrock to gain insights from their internal data sources. Amazon Bedrock is a fully...

Accelerate AI development with Amazon Bedrock API keys

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Today, we’re excited to announce a significant improvement to the developer experience of Amazon Bedrock: API keys. API keys provide quick access to the...

Classify call center conversations with Amazon Bedrock batch inference

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In this post, we demonstrate how to build an end-to-end solution for text classification using the Amazon Bedrock batch inference capability with the Anthropic’s...

Combat financial fraud with GraphRAG on Amazon Bedrock Knowledge Bases

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Financial fraud detection isn’t just important to banks—it’s essential. With global fraud losses surpassing $40 billion annually and sophisticated criminal networks constantly evolving their...

Accelerating data science innovation: How Bayer Crop Science used AWS AI/ML services to build...

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The world’s population is expanding at a rapid rate. The growing global population requires innovative solutions to produce food, fiber, and fuel, while restoring...

Effective cross-lingual LLM evaluation with Amazon Bedrock

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Evaluating the quality of AI responses across multiple languages presents significant challenges for organizations deploying generative AI solutions globally. How can you maintain consistent...