AWS Machine Learning - AI

NOVEMBER 22, 2023

We also use Vector Engine for Amazon OpenSearch Serverless (currently in preview) as the vector data store to store embeddings. LLM processing – With the enriched context, the prompt is fed to the LLM, which, due to the inclusion of pertinent external data, produces relevant and precise outputs. An OpenSearch Serverless collection.

Artificial Inteligence 108

Artificial Inteligence Serverless Engineering Machine Learning 108

AWS Machine Learning - AI

OCTOBER 15, 2024

In the following sections, we walk you through constructing a scalable, serverless, end-to-end Public Speaking Mentor AI Assistant with Amazon Bedrock, Amazon Transcribe , and AWS Step Functions using provided sample code. Refer to Configure Amazon SNS to send messages for alerts to other destinations for more information.

Generative AI 117

Generative AI Virtualization Technical Advisors AWS 117

Stackery

MARCH 1, 2020

Last week, I joined an awesome lineup of speakers and serverless users in Tennessee for the inaugural ServerlessDays Nashville conference. Whether you help architect serverless applications at work or you’re just getting started in the community, chances are you’ve caught wind of a ServerlessDays event. This is what I shared.

Serverless 59

Serverless Technical Review Software Review AWS 59

AWS Machine Learning - AI

OCTOBER 1, 2024

At Amazon and AWS, we are always finding innovative ways to build inclusive technology. Chatbots are no longer a niche technology. We explore how to build a fully serverless, voice-based contextual chatbot tailored for individuals who need it. All the services that we use are serverless and fully managed by AWS.

Serverless 77

Serverless Artificial Inteligence AWS Software Review 77

O'Reilly Media - Ideas

MARCH 1, 2023

That’s a better measure of technology trends than anything that happens among the Twitterati. But other technology topics (including some favorites) are hitting plateaus or even declining. However, when the latest cool thing demonstrates a few years of solid growth, it can easily become one of the well-established technologies.

Trends 132

Trends Technical Review Technology Software Review 132

AWS Machine Learning - AI

MAY 17, 2024

In this blog post, you will learn about prompt chaining, how to break a complex task into multiple tasks to use prompt chaining with an LLM in a specific order, and how to involve a human to review the response generated by the LLM. For most reviews, the system auto-generates a reply using an LLM.

Generative AI 125

Generative AI Artificial Inteligence Systems Review Software Review 125

AWS Machine Learning - AI

MAY 30, 2024

Alternatively, open-source technologies like Langchain can be used to orchestrate the end-to-end flow. Technical components and evaluation criteria In this section, we discuss the key technical components and evaluation criteria for the components involved in building the solution.

Artificial Inteligence 117

Artificial Inteligence Technical Review Development Team Review Software Review 117

AWS Machine Learning - AI

NOVEMBER 22, 2024

Since Amazon Bedrock is serverless, you don’t have to manage any infrastructure, and you can securely integrate and deploy generative AI capabilities into your applications using the AWS services you are already familiar with. We're more than happy to provide further references upon request.

Generative AI 75

Generative AI AWS Technical Review Backup 75

AWS Machine Learning - AI

JUNE 18, 2024

As of this writing, Ghana ranks as the 27th most polluted country in the world , facing significant challenges due to air pollution. The Sensor Evaluation and Training Centre for West Africa (Afri-SET) , aims to use technology to address these challenges. As always, AWS welcomes your feedback.

Generative AI 113

Generative AI Artificial Inteligence Technical Review AWS 113

AWS Machine Learning - AI

NOVEMBER 6, 2024

However, Cloud Center of Excellence (CCoE) teams often can be perceived as bottlenecks to organizational transformation due to limited resources and overwhelming demand for their support. Manually reviewing each request across multiple business units wasn’t sustainable. About the Authors Steven Craig is a Sr.

Generative AI 95

Generative AI Government Technical Review Innovation 95

AWS Machine Learning - AI

MAY 31, 2024

With the Amazon Bedrock serverless experience, you can get started quickly, privately customize FMs with your own data, and integrate and deploy them into your applications using the Amazon Web Services (AWS) tools without having to manage infrastructure. Review the summary page, select the Data source and choose Sync.

Knowledge Base 121

Knowledge Base Artificial Inteligence AWS Serverless 121

CIO

NOVEMBER 2, 2023

To be sure, enterprise cloud budgets continue to increase, with IT decision-makers reporting that 31% of their overall technology budget will go toward cloud computing and two-thirds expecting their cloud budget to increase in the next 12 months, according to the Foundry Cloud Computing Study 2023. 1 barrier to moving forward in the cloud.

Cloud 211

Cloud Strategy Data Center Budget 211

AWS Machine Learning - AI

AUGUST 28, 2024

GitHub helps developers host and manage Git repositories, collaborate on code, track issues, and automate workflows through features such as pull requests, code reviews, and continuous integration and deployment (CI/CD) pipelines. Two of the repositories are private and are only accessible to the members of the review team.

Generative AI 114

Generative AI Software Review Cloud AWS 114

Apiumhub

DECEMBER 9, 2024

This article will explore the technical details and steps to configure and use Azure Key Vault Secrets with Azure Synapse Analytics. We may also review security advantages, key use instances, and high-quality practices to comply with. Give each secret a clear name, as youll use these names to reference them in Synapse.

Azure 89

Azure Analytics Storage Artificial Inteligence 89

Gorilla Logic

SEPTEMBER 5, 2019

In this Fn Project tutorial, you will learn the basic features of Fn Project by creating a serverless cloud and installing it on your own infrastructure. This will illustrate some of the most useful concepts of Fn Project and help you get familiarized with this lightweight and simple serverless platform. . What is Serverless? .

Serverless 12

Serverless Cloud Software Review Azure 12

Xebia

JULY 20, 2023

The inaugural Wasm I/O conference was hosted in Barcelona, it has become significant enough for the Cloud Native Computing Foundation to dedicate a day to it at CloudNativeCon , and Docker has released their second technical preview for the holy union of containers and Wasm. What Does Serverless Wasm Look Like?

Serverless 100

Serverless Software Review Technical Review Systems Review 100

CircleCI

MAY 27, 2022

To keep ahead of the curve, many organizations are looking at how to evolve their technical processes to accelerate their IT infrastructure development. Two of the most widely-used technologies to host these deployments are serverless functions and containers. What is serverless? How are serverless and containers similar?

Serverless 52

Serverless Applications Technical Review Microservices 52

Xebia

JANUARY 15, 2024

I have noticed the same behavior with serverless. Again you cannot run tests against your inline code and the code becomes vulnerable to indenting and syntax errors due to the lack of proper IDE highlighting. When you combine this with the AWS Serverless Application Model you can also very easily include your dependencies.

Lambda 130

Lambda AWS Software Review Serverless 130

AWS Machine Learning - AI

NOVEMBER 7, 2024

Access to car manuals and technical documentation helps the agent provide additional context for curated guidance, enhancing the quality of customer interactions. Review and approve these if you’re comfortable with the permissions. Technical Info: Provide part specifications, features, and explain component functions.

Lambda 117

Lambda Enterprise Automotive Knowledge Base 117

AWS Machine Learning - AI

FEBRUARY 29, 2024

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. Review the settings and choose Create knowledge base. For more information, refer to Model access. Choose Next.

Knowledge Base 125

Knowledge Base Artificial Inteligence Study AWS 125

AWS Machine Learning - AI

FEBRUARY 19, 2024

In this post, we illustrate contextually enhancing a chatbot by using Knowledge Bases for Amazon Bedrock , a fully managed serverless service. Knowledge Bases for Amazon Bedrock Knowledge Bases for Amazon Bedrock is a serverless option to build powerful conversational AI systems using RAG. For more information, refer to Model access.

Knowledge Base 108

Knowledge Base Artificial Inteligence Applications Lambda 108

O'Reilly Media - Ideas

APRIL 30, 2019

Given the industry is both new and rapidly evolving, engineers struggle to keep up-to-date on new tools and technologies. The results in Figure 1 aren’t surprising, given that more developers are making technology decisions. This points to the shifting nature of jobs as the industry responds to new technologies and workflows.

Infrastructure 106

Infrastructure Cloud Company Survey 106

Altexsoft

NOVEMBER 6, 2019

Backend-as-a-Service (BaaS) became a popular cloud-computing solution for tech-enthusiasts and businesses that don’t have costs to build their own or maintain an existing backend infrastructure. As in many other tech-spheres, one of the leading positions on BaaS market is held by Google’s product, Firebase. Firebase services review.

Weak Development Team 16

Weak Development Team Technical Review Software Review Serverless 16

AWS Machine Learning - AI

MARCH 14, 2024

Generative AI with AWS The emergence of FMs is creating both opportunities and challenges for organizations looking to use these technologies. More and more customers are building their own FMs using SageMaker, including Stability AI, AI21 Labs, Hugging Face, Perplexity AI, Hippocratic AI, LG AI Research, and Technology Innovation Institute.

Generative AI 118

Generative AI AWS Applications Artificial Inteligence 118

AWS Machine Learning - AI

NOVEMBER 19, 2024

Amazon Bedrock offers a serverless experience so you can get started quickly, privately customize FMs with your own data, and integrate and deploy them into your applications using AWS tools without having to manage infrastructure. Refer to the GitHub repository for deployment instructions.

Knowledge Base 88

Knowledge Base Generative AI Technical Review Lambda 88

AWS Machine Learning - AI

JULY 1, 2024

In this post, we demonstrate how you can build chatbots with QnAIntent that connects to a knowledge base in Amazon Bedrock (powered by Amazon OpenSearch Serverless as a vector database ) and build rich, self-service, conversational experiences for your customers. For more information, refer to Create a knowledge base. Choose Next.

Knowledge Base 115

Knowledge Base Artificial Inteligence Generative AI AWS 115

Confluent

SEPTEMBER 20, 2019

Contrary to popular belief, it is not just another messaging technology but rather a distributed streaming platform. A distributed streaming platform combines reliable and scalable messaging, storage, and processing capabilities into a single, unified platform that unlocks use cases other technologies individually can’t.

Software Review 21

Software Review Technical Review Storage Cloud 21

AWS Machine Learning - AI

JUNE 18, 2024

Despite the availability of technology that can digitize and automate document workflows through intelligent automation, businesses still mostly rely on labor-intensive manual document processing. At the same time, the solution must provide data security, such as PII and SOC compliance. These samples demonstrate using various LLMs.

Generative AI 110

Generative AI Artificial Inteligence AWS Technical Review 110

Xebia

FEBRUARY 25, 2024

The first part will be about the what and why of MLOps and the second part about technical aspects of MLOps. We recommend you to follow along with the code while going through the technical part of this post. A common misconception is that this can be achieved with technology only. Code is made available here.

Applications 130

Applications Technical Review Software Review Open Source 130

Altexsoft

SEPTEMBER 6, 2023

Serverless security has become a significant player in the B2B tech landscape. billion in 2021, the serverless security market is projected to surge to USD 5.1 Furthermore, as per recent data , 21% of enterprises have already integrated serverless technology and an additional 39% are exploring its potential.

Serverless 52

Serverless Applications Cloud AWS 52

Perficient

FEBRUARY 20, 2023

In this article, we’re going to explore how to deploy an AWS serverless infrastructure capable of storing and releasing data through typical actions (transcription, call recording, sending SMS through messaging services, etc.) You should then end up at the Review screen where you can finalize the creation of your user: 6.

Serverless 64

Serverless AWS Lambda Infrastructure 64

Netlify

DECEMBER 15, 2020

The Netlify technology partners program enables software vendors to work with Netlify in bringing the benefits of the Jamstack to more enterprise web teams. By partnering with Netlify, technology vendors can promote their solutions to more than 1,300,000 businesses and developers building websites on Netlify.

Technical Review 62

Technical Review Technology Software Review Guidelines 62

CIO

JULY 5, 2023

Srini Koushik has been passionate about the environment for 35 years and now, as a board member of the nonprofit SustainableIT.org and CTO of cloud services provider Rackspace Technology, he wants to help enterprises achieve sustainability in the cloud.

Sustainability 78

Sustainability Technical Review Artificial Inteligence Data Center 78

AWS Machine Learning - AI

AUGUST 13, 2024

Handling large volumes of data, extracting unstructured data from multiple paper forms or images, and comparing it with the standard or reference forms can be a long and arduous process, prone to errors and inefficiencies. This list serves as a baseline or reference point for comparison with other forms.

Healthcare 117

Healthcare Artificial Inteligence Analysis Lambda 117

Altexsoft

JANUARY 14, 2021

With all the transformations in the sphere of cloud and information technologies, it may seem as if data warehousing has lost its relevance. When reviewing BI tools , we described several data warehouse tools. We’ll review all the important aspects of their architecture, deployment, and performance so you can make an informed decision.

Backup 115

Backup Azure Software Review Architecture 115

AWS Machine Learning - AI

DECEMBER 11, 2024

In the same spirit of using generative AI to equip our sales teams to most effectively meet customer needs, this post reviews how weve delivered an internally-facing conversational sales assistant using Amazon Q Business. Not only that, but our sales teams devise action plans that they otherwise might have missed without AI assistance.

AWS 84

AWS Generative AI Technical Review Artificial Inteligence 84

AWS Machine Learning - AI

MAY 13, 2024

It’s serverless, so you don’t have to manage any infrastructure. In this part of the blog series, we review techniques of prompt engineering and Retrieval Augmented Generation (RAG) that can be employed to accomplish the task of clinical report summarization by using Amazon Bedrock.

Generative AI 118

Generative AI Artificial Inteligence Report Healthcare 118