AWS Machine Learning - AI

JANUARY 22, 2025

Keystroke logging produces a dataset that can be programmatically parsed, making it possible to review the activity in these sessions for anomalies, quickly and at scale. Video recordings cant be easily parsed like log files, requiring security team members to playback the recordings to review the actions performed in them.

Generative AI 97

Generative AI Video Analysis Technical Review 97

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 85

Knowledge Base Generative AI Technical Review Lambda 85

AWS Machine Learning - AI

APRIL 10, 2025

AWS is the first major cloud provider to deliver Pixtral Large as a fully managed, serverless model. For more information on generating JSON using the Converse API, refer to Generating JSON with the Amazon Bedrock Converse API. In this post, we discuss the features of Pixtral Large and its possible use cases.

Generative AI 82

Generative AI AWS Technical Review Artificial Inteligence 82

Apiumhub

SEPTEMBER 27, 2023

This is the second post in a two-part series exploring the world of Serverless and Edge Runtime. In the previous post, we got familiar with serverless; the main focus of this post will be the Edge Runtime, where it can be useful, and what its caveats are. Edge, the Location: the concept of running servers closer to our users.

Serverless 100

Serverless Software Review Lambda AWS 100

TechCrunch

JULY 13, 2022

DeltaStream provides a serverless streaming database to manage, secure and process data streams. “Serverless” refers to the way DeltaStream abstracts away infrastructure, allowing developers to interact with databases without having to think about servers.

Serverless 179

Serverless Systems Review Storage Technical Review 179

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 85

AWS Generative AI Technical Review Artificial Inteligence 85

AWS Machine Learning - AI

MARCH 20, 2025

Generative AI-powered agents for automated workflows Amazon Bedrock in SageMaker Unified Studio allows you to create and deploy generative AI agents that integrate with organizational applications, databases, and third-party systems, enabling natural language interactions across the entire technology stack. List recent customer interactions.

Generative AI 94

Generative AI Systems Review System Lambda 94

AWS Machine Learning - AI

NOVEMBER 7, 2024

Shared components refer to the functionality and features shared by all tenants. API Gateway is serverless and hence automatically scales with traffic. The advantage of using Application Load Balancer is that it can seamlessly route the request to virtually any managed, serverless or self-hosted component and can also scale well.

Generative AI 99

Generative AI AWS Artificial Inteligence Enterprise 99

AWS Machine Learning - AI

FEBRUARY 11, 2025

In this new era of emerging AI technologies, we have the opportunity to build AI-powered assistants tailored to specific business requirements. For example, if your dataset includes product descriptions, customer reviews, and technical specifications, you can use relevance tuning to boost the importance of certain fields.

Knowledge Base 80

Knowledge Base Lambda Enterprise AWS 80

Xebia

MAY 21, 2024

For customers to take advantage of this, meet the demands of modern technology, and maintain a competitive edge in the market, the need to modernize IT infrastructure and applications is paramount. This, of course, takes into consideration the organization’s strategy, business and technical goals, security, and compliance requirements.

AWS 130

AWS Strategy Serverless Microservices 130

AWS Machine Learning - AI

JUNE 5, 2024

The accuracy of Skyflow’s technical content is paramount to earning and keeping customer trust. Although new features were released every other week, documentation for the features took an average of 3 weeks to complete, including drafting, review, and publication. The following diagram illustrates their content creation workflow.

Technical Review 106

Technical Review Artificial Inteligence Generative AI Systems Review 106

AWS Machine Learning - AI

APRIL 3, 2024

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. Review and prepare the dataset. Store embeddings into the Amazon OpenSearch Serverless as the search engine.

Serverless 112

Serverless Artificial Inteligence Engineering Generative AI 112

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 105

Artificial Inteligence Serverless Engineering Machine Learning 105

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 113

Generative AI Virtualization Technical Advisors AWS 113

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

APRIL 9, 2025

Its essential for admins to periodically review these metrics to understand how users are engaging with Amazon Q Business and identify potential areas of improvement. Refer to Monitoring Amazon Q Business and Q Apps for more details. These logs are then queryable using Amazon Athena.

Weak Development Team 67

Weak Development Team Metrics AWS Systems Review 67

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

JANUARY 22, 2025

Users can review different types of events such as security, connectivity, system, and management, each categorized by specific criteria like threat protection, LAN monitoring, and firmware updates. Daniels dedication to his field is evident in his continuous exploration of new technologies and techniques. He completed an M.Sc.

Network 98

Network Artificial Inteligence Machine Learning Serverless 98

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 74

Serverless Artificial Inteligence AWS Software Review 74

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 115

Artificial Inteligence Technical Review Development Team Review Software Review 115

AWS Machine Learning - AI

MARCH 20, 2025

Our partnership with AWS and our commitment to be early adopters of innovative technologies like Amazon Bedrock underscore our dedication to making advanced HCM technology accessible for businesses of any size. Together, we are poised to transform the landscape of AI-driven technology and create unprecedented value for our clients.

Generative AI 69

Generative AI Artificial Inteligence Metrics AWS 69

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 111

Generative AI Artificial Inteligence Technical Review AWS 111

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 119

Knowledge Base Artificial Inteligence AWS Serverless 119

O'Reilly Media - Ideas

APRIL 13, 2023

Each shift presented new challenges and opportunities, shaping the way we interact with technology. Serverless APIs are the culmination of the cloud commoditizing the old hardware-based paradigm. .” — Joel Spolsky This iconic Joel Spolsky quote is a testament to his deep understanding of the technology industry and its market dynamics.

Technical Review 145

Technical Review Authentication Storage Serverless 145

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.

Strategy 211

Strategy Cloud Data Center Budget 211

AWS Machine Learning - AI

JANUARY 29, 2025

An operating model defines the organizational design, core processes, technologies, roles and responsibilities, governance structures, and financial models that drive a businesss operations. For a comprehensive read about vector store and embeddings, you can refer to The role of vector databases in generative AI applications.

Generative AI 75

Generative AI Organization Enterprise Artificial Inteligence 75

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

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 111

Generative AI Software Review Cloud AWS 111

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

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 108

Infrastructure Cloud Company Survey 108

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

Xebia

MAY 14, 2024

In August 2021, I was accepted to test and provide feedback on what was referred to as ‘Azure Worker Apps’, another Azure service Microsoft was developing to run containers. Let’s give a quick review of the use case for the other Azure Services before introducing Azure Container Apps. Kubernetes Cluster).

Azure 130

Azure Microservices Serverless Software Review 130

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

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

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 111

Knowledge Base Artificial Inteligence Generative AI AWS 111

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