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Build a contextual text and image search engine for product recommendations using Amazon Bedrock and Amazon OpenSearch Serverless

AWS Machine Learning - AI

In this post, we show how to build a contextual text and image search engine for product recommendations using the Amazon Titan Multimodal Embeddings model , available in Amazon Bedrock , with Amazon OpenSearch Serverless. Store embeddings into the Amazon OpenSearch Serverless as the search engine.

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An AWS & Stackery Webinar You Won’t Want to Miss

Stackery

We’re thrilled to share that registration is officially open for a fantastic April webinar from AWS and Stackery. This is your chance to hear the firsthand story of serverless application modernization from telecom quoting company, MasterStream ERP. Webinar Details. Date: Apr 22, 2020. Time: 10:00 AM PDT. Register Today!

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5 Architecture Choices Technology Executives Must Consider

Progress

Digital transformation efforts depend on a smart adoption of new technologies that prepare us for the agile, scalable future without disrupting the present. Progress CTO and innovation expert, Dmitri Tcherevik, recently hosted a webinar on the top 5 Architecture Considerations for Highly Innovative CIOs. Watch the Webinar

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Webinar: Building AWS Cost Metrics into Your Monitoring Strategy

CloudZero

Thanks to infinitely scalable infrastructure, containers, and Serverless computing, companies can now build in record time with fewer resources. However, with this on-demand purchasing power often comes runaway spending, with bills coming at the end of the month with unpredicted and hidden costs.

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Surveys Show Kubernetes Crossing the Chasm

d2iq

2013, Google replaced Borg with Omega, a flexible and scalable scheduler for large computing clusters. In a webinar hosted by D2iQ , Forrester Research Principal Analyst Lee Sustar described the key role the cloud has played in making AI capabilities more accessible to a larger number of organizations.

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Use RAG for drug discovery with Knowledge Bases for Amazon Bedrock

AWS Machine Learning - AI

Knowledge Bases is completely serverless, so you don’t need to manage any infrastructure, and when using Knowledge Bases, you’re only charged for the models, vector databases and storage you use. The OpenSearch Serverless collection. RAG is a popular technique that combines the use of private data with large language models (LLMs).

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Building scalable, secure, and reliable RAG applications using Knowledge Bases for Amazon Bedrock

AWS Machine Learning - AI

As successful proof-of-concepts transition into production, organizations are increasingly in need of enterprise scalable solutions. Private network policies for Amazon OpenSearch Serverless For companies building RAG applications, it’s critical that the data remains secure and the network traffic does not go to public internet.