IoT & Hardware
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You're reading from  Internet of Things from Scratch

Product typeBook
Published inFeb 2024
PublisherPackt
ISBN-139781837638543
Edition1st Edition
Concepts
IoT Development
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Author (1)
Renaldi Gondosubroto
Renaldi Gondosubroto
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Renaldi Gondosubroto

Renaldi Gondosubroto is an accomplished software engineer and developer advocate in the tech community. With a wealth of experience in developing proprietary and open-source solutions, he has made significant contributions to numerous organizations and communities. Currently, he holds all 12 AWS certifications, along with 20 Microsoft Azure certifications. He has a Bachelor of Science in Computing and Software Systems from the University of Melbourne and a Master of Science in Computer Science from Columbia University. Outside of the industry, he is active in the academic community, with his research focused on IoT and Artificial Intelligence. Having spoken at over 40 events, conferences, and workshops, he has been an international speaker for the past six years, sharing his experiences and projects. He aims to build open-source solutions and deliver content that can help people achieve more value in what they do and promote best practices for practitioners.
Read more about Renaldi Gondosubroto

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Practical – Creating an IoT-integrated Amazon Bedrock RAG web application

The convergence of IoT and advanced data processing opens a realm of possibilities for innovation. In this practical exercise, we explore how to deploy a RAG model on an IoT device, specifically a Raspberry Pi, using Flask as our web server framework. By setting up a Flask server on a Raspberry Pi, we demonstrate a lightweight yet powerful approach to integrating AI capabilities into IoT devices. This exercise provides a hands-on experience in deploying AI models to edge devices, highlighting the potential of IoT systems to not only collect data but to host services that can interpret and provide intelligence.

RAG combines the retrieval of informational documents with the generation of responses, enabling the system to provide informative, contextually relevant answers to user queries. We will be accomplishing this by using one of the newer emerging technologies for generative AI: Amazon Bedrock. Amazon...

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Internet of Things from Scratch
Published in: Feb 2024Publisher: PacktISBN-13: 9781837638543
© 2024 Packt Publishing Limited All Rights Reserved

Author (1)

author image
Renaldi Gondosubroto

Renaldi Gondosubroto is an accomplished software engineer and developer advocate in the tech community. With a wealth of experience in developing proprietary and open-source solutions, he has made significant contributions to numerous organizations and communities. Currently, he holds all 12 AWS certifications, along with 20 Microsoft Azure certifications. He has a Bachelor of Science in Computing and Software Systems from the University of Melbourne and a Master of Science in Computer Science from Columbia University. Outside of the industry, he is active in the academic community, with his research focused on IoT and Artificial Intelligence. Having spoken at over 40 events, conferences, and workshops, he has been an international speaker for the past six years, sharing his experiences and projects. He aims to build open-source solutions and deliver content that can help people achieve more value in what they do and promote best practices for practitioners.
Read more about Renaldi Gondosubroto

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