Stackery

NOVEMBER 4, 2019

I often get asked what software tools are ideal for a serverless developer. Serverless is, after all, about using a massive suite of platform tools to let you do minimal management. A smart-mouthed kid could say “all you need for serverless is a text editor, an AWS account, and a cup of coffee.”. The Stackery CLI.

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Serverless Lambda AWS Course 16

Altexsoft

DECEMBER 28, 2018

According to the RightScale 2018 State of the Cloud report, serverless architecture penetration rate increased to 75 percent. Aware of what serverless means, you probably know that the market of cloudless architecture providers is no longer limited to major vendors such as AWS Lambda or Azure Functions.

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Serverless Azure AWS Architecture 68

AWS Machine Learning - AI

NOVEMBER 22, 2023

In this post, we explore building a contextual chatbot for financial services organizations using a RAG architecture with the Llama 2 foundation model and the Hugging Face GPTJ-6B-FP16 embeddings model, both available in SageMaker JumpStart. An OpenSearch Serverless collection. Store the document embedding in OpenSearch Serverless.

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AWS Machine Learning - AI

OCTOBER 1, 2024

We explore how to build a fully serverless, voice-based contextual chatbot tailored for individuals who need it. The aim of this post is to provide a comprehensive understanding of how to build a voice-based, contextual chatbot that uses the latest advancements in AI and serverless computing. We discuss this later in the post.

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Serverless Artificial Inteligence AWS Software Review 91

O'Reilly Media - Ideas

MAY 19, 2020

Interestingly, multi-cloud, or the use of multiple cloud computing and storage services in a single homogeneous network architecture, had the fewest users (24% of the respondents). First, our survey didn’t ask respondents if they (or their organizations) have adopted microservices architecture. Serverless Stagnant.

Cloud 144

Cloud Microservices Serverless Survey 144

AWS Machine Learning - AI

MARCH 3, 2025

Mistral developed a novel architecture for Pixtral 12B, optimized for both computational efficiency and performance. This architecture supports processing an arbitrary number of images of varying sizes within a large context window of 128k tokens. License agreements are a critical decision factor when using open-weights models.

Insurance 108

Insurance AWS eCommerce Software Review 108

AWS Machine Learning - AI

AUGUST 26, 2024

In this post, we dive into the architecture and implementation details of GenASL, which uses AWS generative AI capabilities to create human-like ASL avatar videos. The following diagram shows a high-level overview of the architecture. This tool is essential for building and deploying serverless applications.

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Generative AI AWS 3D Video 121

AWS Machine Learning - AI

FEBRUARY 19, 2024

The popular architecture pattern of Retrieval Augmented Generation (RAG) is often used to augment user query context and responses. In this post, we illustrate contextually enhancing a chatbot by using Knowledge Bases for Amazon Bedrock , a fully managed serverless service.

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Knowledge Base Artificial Inteligence Applications Lambda 133

AWS Machine Learning - AI

SEPTEMBER 17, 2024

Our solution uses an FSx for ONTAP file system as the source of unstructured data and continuously populates an Amazon OpenSearch Serverless vector database with the user’s existing files and folders and associated metadata. We use this data and ACLs to test permissions-based access to the embeddings in a RAG scenario with Amazon Bedrock.

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Generative AI AWS Applications Serverless 95

AWS Machine Learning - AI

DECEMBER 4, 2024

The following diagram illustrates the conceptual architecture of an AI assistant with Amazon Bedrock IDE. Solution architecture The architecture in the preceding figure shows how Amazon Bedrock IDE orchestrates the data flow. To begin creating your chat agent, choose Build chat agent in the chat playground window.

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Generative AI Applications Technical Review Software Review 106

CIO

JANUARY 31, 2024

Use more efficient processes and architectures Boris Gamazaychikov, senior manager of emissions reduction at SaaS provider Salesforce, recommends using specialized AI models to reduce the power needed to train them. “Is We see it as a recruiting and retention factor.” This results in a reduction of power consumption, he says.

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Sustainability Data Center Energy Artificial Inteligence 202

AWS Machine Learning - AI

JANUARY 29, 2025

Amazon Bedrock Custom Model Import enables the import and use of your customized models alongside existing FMs through a single serverless, unified API. This serverless approach eliminates the need for infrastructure management while providing enterprise-grade security and scalability. 8B 128K model to 8 Units for a Llama 3.1

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Generative AI Artificial Inteligence AWS Technical Review 118

Stackery

DECEMBER 11, 2019

At re:Invent 2019, Farrah and I gave a talk on our paths into the tech industry, how serverless helped us both build some of our first products, and how serverless represents a new mindset. FARRAH: I’d like to talk about how my path to the tech industry and serverless with Stackery. I was worried the PC itself was unusable!

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Serverless Development Lambda AWS 11

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. The following diagram illustrates the solution architecture and workflow.

Knowledge Base 126

Knowledge Base Artificial Inteligence Generative AI AWS 126

Mike Roberts

DECEMBER 6, 2017

the Functions-as-a-Service (FaaS) platform which is the core of AWS’ larger Serverless service suite. Traffic shaping / canary deployment was pre-announced at Serverless Conf NYC in October, and this is now available. Also, you can drill into logs by selecting a time window (dragging a selection) in any monitoring widget.

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Serverless Lambda AWS Software Review 52

Prisma Clud

JUNE 20, 2023

Even more interesting is the diversity of these workloads, notably serverless and platform as a service (PaaS) workloads, which account for 36% of cloud-based workloads , signifying their growing importance in modern technology landscapes. A narrow window exists to address minor security incidents before they become major breaches.

Cloud 105

Cloud Development Team Review Serverless Linux 105

Prisma Clud

APRIL 23, 2025

This meant scanning container images, virtual machines, and serverless functions for vulnerabilities and compliance issues and without slowing development. Each question draws from a different source of truth and each delay in finding those answers extends the window of exposure. Alerting isnt the problem. The lack of clarity is.

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Cloud Windows Internet Serverless 59

AWS Machine Learning - AI

SEPTEMBER 26, 2024

In many generative AI applications built on proprietary technical document libraries, these concerns can be addressed by using the RAG architecture. This architecture combines a general-purpose large language model (LLM) with a customer-specific document database, which is accessed through a semantic search engine.

Artificial Inteligence 117

Artificial Inteligence Generative AI Knowledge Base AWS 117

AWS Machine Learning - AI

AUGUST 2, 2024

The following diagram illustrates this architecture. The following diagram illustrates this architecture. The backend is implemented by an LLM chain service running on AWS Fargate , a serverless, pay-as-you-go compute engine that lets you focus on building applications without managing servers. Anthropic Claude 2.0

Artificial Inteligence 126

Artificial Inteligence Generative AI Energy Knowledge Base 126

Mike Roberts

DECEMBER 6, 2017

the Functions-as-a-Service (FaaS) platform which is the core of AWS’ larger Serverless service suite. Traffic shaping / canary deployment was pre-announced at Serverless Conf NYC in October, and this is now available. Also, you can drill into logs by selecting a time window (dragging a selection) in any monitoring widget.

Serverless 40

Serverless Lambda AWS Software Review 40

Palo Alto Networks

APRIL 28, 2020

Enterprise Edition provides a comprehensive platform for protecting both the service plane and the compute plane and can protect hosts, containers, and serverless running in any cloud, including on-premises. Additionally, users can now see a specific CVE spanning each compute type in a single window with an improved risk tree.

Cloud 73

Cloud Serverless Lambda Policies 73

Tenable

SEPTEMBER 19, 2024

As enterprises continue their migration to cloud-native architectures, the need for advanced vulnerability management (VM) strategies tailored specifically for cloud has intensified. The ongoing shift to cloud-native architectures compels us to evolve our VM practices. Why do we need cloud-native vulnerability management?

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Cloud Microservices How To Serverless 72

Stackery

JUNE 6, 2019

In this post we’ll use Stackery to configure and deploy a serverless data processing architecture that utilizes AWS Step Functions to coordinate multiple steps within a workflow. In the next post we’ll expand this architecture with additional workflow logic to highlight techniques for increasing resiliency and reliability.

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AWS Serverless Data Lambda 45

Palo Alto Networks

SEPTEMBER 17, 2020

It’s that same speed that defies traditional approaches to Zero Trust models: resources are continually shifting, services are in constant communication and hybrid architectures are difficult to map. This creates serious obstacles for identification and validation. . Putting It Together.

Applications 83

Applications Cloud Serverless Microservices 83

Kentik

FEBRUARY 20, 2023

These distributed, data-intensive architectural components require layers of abstraction for deployment, orchestration, security, observability, and platform integrations, creating complex and dynamic networks. They are also complex, involving varying costs for different term limits, activation windows, AZs, regions, and instance types.

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Network Infrastructure Cloud Artificial Inteligence 97

Perficient

FEBRUARY 1, 2024

AWS Glue is a serverless data integration service that simplifies the discovery, preparation, and movement of data for analytics, machine learning (ML), and application development. Run efficient Spark jobs: Leverage serverless Spark environments for data processing, eliminating the need to provision and manage clusters.

AWS 52

AWS Serverless IoT Windows 52

O'Reilly Media - Ideas

JANUARY 2, 2019

Developing Incremental Architecture , February 11-12. Advanced SQL Series: Window Functions , February 19. Creating Serverless APIs with AWS Lambda and API Gateway , January 8. Microservices Architecture and Design , January 16-17. Architecture for Continuous Delivery , January 23. Mastering C# 8.0

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Course Artificial Inteligence Training Blockchain 87

AWS Machine Learning - AI

SEPTEMBER 24, 2024

It’s a fully serverless architecture that uses Amazon OpenSearch Serverless , which can run petabyte-scale workloads, without you having to manage the underlying infrastructure. The following diagram illustrates the solution architecture. The following diagram illustrates the architecture of the stack.

Knowledge Base 101

Knowledge Base Generative AI Artificial Inteligence Lambda 101

AWS Machine Learning - AI

FEBRUARY 8, 2024

The following diagram illustrates the solution architecture. The following diagram illustrates the architecture for a knowledge base with an embeddings model. An Amazon OpenSearch Serverless collection will be created for you. Select the knowledge base you want to test, then choose Test to expand a chat window.

Knowledge Base 140

Knowledge Base Insurance Lambda AWS 140

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. 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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Knowledge Base Artificial Inteligence Study AWS 137

OTS Solutions

FEBRUARY 16, 2023

The front end in the cloud computing architecture includes the connection between computer networks and applications. It is the section where users can communicate and access the data and information. The back end in cloud computing architecture consists of the important materials required to provide cloud computing services.

Cloud 130

Cloud Artificial Inteligence Disaster Recovery Internet 130

Progress

MAY 16, 2019

Progress Kinvey is a High Productivity app platform, which offers a serverless cloud backend for rapidly building enterprise apps and experiences at consumer scale. If you are still not a Kinvey customer, head to Kinvey Serverless Cloud Platform to learn about all the possibilities. All we need to do is to tie together the Node.js

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Serverless Data Microservices Software Review 40

AWS Machine Learning - AI

JULY 8, 2024

The following diagram illustrates the solution architecture. Amazon EventBridge is a serverless event bus, used to receive, filter, and route events. In the JupyterLab Launcher window, choose Terminal. Choose Windows Server 2022 Base Amazon Machine Image , a g5.8xlarge instance type, a key pair, and 100 GiB of storage.

Training 126

Training Film AWS Windows 126

Netflix Tech

SEPTEMBER 29, 2022

Notice the three Cosmos subsystems: Optimus, an API layer mapping external requests to internal business models, Plato, a workflow layer for business rule modeling, and Stratum, the serverless layer for running stateless and computational-intensive functions. System Architecture Timestone is a gRPC-based service.

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System Off-The-Shelf Serverless Fashion 88

Honeycomb

JANUARY 19, 2022

Time-over-time comparison: Compare any set of requests with the similar requests from an earlier comparable time period, for example see how this time window compares to the same time window one week ago. See inside your serverless execution. While deploying serverless code is fairly easy, debugging can be a pain.

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Development Serverless Software Review Windows 52

AWS Machine Learning - AI

FEBRUARY 14, 2024

The following diagram provides a high-level overview of the workflow and the components involved in this architecture. In a new browser window, enter the URL you copied from the CloudFormation stack output and log in using the user name and password that you created. Select the Anthropic Claude model, then choose Save changes.

Generative AI 140

Generative AI Engineering Artificial Inteligence Travel 140

O'Reilly Media - Ideas

APRIL 3, 2019

Fundamentals of Data Architecture , May 20-21. Advanced SQL Series: Window Functions , May 14. Analyzing Software Architecture , April 16. Automating Architectural Governance Using Fitness Functions , April 22. Comparing Service-Based Architectures , April 30. Software Architecture by Example , May 17.

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Course Artificial Inteligence Training Google Cloud 64