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Advanced RAG patterns on Amazon SageMaker

AWS Machine Learning - AI

Solution overview In this post, we demonstrate the use of Mixtral-8x7B Instruct text generation combined with the BGE Large En embedding model to efficiently construct a RAG QnA system on an Amazon SageMaker notebook using the parent document retriever tool and contextual compression technique.

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Apache Kafka Data Access Semantics: Consumers and Membership

Confluent

Although it is the simplest way to subscribe to and access events from Kafka, behind the scenes, Kafka consumers handle tricky distributed systems challenges like data consistency, failover and load balancing. they’re basically a short window of unavailability. This window lasts until max.poll.interval.ms

Data 111
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Nearshore Cloud Computing and Security: Azure Migration

iTexico

The iTexico client is a safety and compliance mobile tools provider for the construction industry that helps contractors improve safety culture, reduce accidents, and eliminate fatalities. Applied a load balancer on all layers in a fourth instance to address high traffic. It runs in a window, like any other program.

Azure 10
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Journey to Event Driven – Part 2: Programming Models for the Event-Driven Architecture

Confluent

Stream processors are used for constructing the flow from other streams in various patterns, either executing and reacting to logic or splitting, merging and maintaining materialized views, such that when they are all combined (fan in), they represent a domain model in the form of a digital nervous system.

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ApacheCon, 9-12 September 2019, USA (Las Vegas) Report—a Look Back at Core, Complementary, and Competing Technologies

Instaclustr

The Grand Canyon ends with the Hoover Dam, also a very large scale construction (it’s the size of the Great Pyramid of Giza, and the lake it created is the largest in the USA). Source: Shutterstock). So, the location is definitely appropriate for a conference about large scale software.

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ApacheCon, 9-12 September 2019, USA (Las Vegas) Report – a Look Back at Core, Complementary, and Competing Technologies

Instaclustr

The Grand Canyon ends with the Hoover dam, also a very large scale construction (it’s the size of the Great Pyramid of Giza, and the lake it created is the largest in the USA). So, the location is definitely appropriate for a conference about large scale software.