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.

Knowledge Base 96

Knowledge Base Artificial Inteligence Applications Lambda 96

Confluent

FEBRUARY 27, 2019

With serverless being all the rage, it brings with it a tidal change of innovation. or invest in a vendor-agnostic layer like the serverless framework ? or invest in a vendor-agnostic layer like the serverless framework ? What is more, as the world adopts the event-driven streaming architecture, how does it fit with serverless?

Serverless 109

Serverless Lambda AWS Systems Review 109

AWS Machine Learning - AI

MAY 1, 2024

Solution overview The following diagram illustrates this architecture. Prerequisites First-time users need an AWS account and AWS Identity and Access Management (IAM) role with SageMaker, Amazon Bedrock, and Amazon Simple Storage Service (Amazon S3) access. Then select Download report. Choose Manage model access.

Artificial Inteligence 98

Artificial Inteligence AWS Training Generative AI 98

AWS Machine Learning - AI

FEBRUARY 28, 2024

Solution overview There are three critical components in our architecture: Retrieval Augmented Generation (RAG) with database metadata, a multi-step self-correction loop, and Athena as our SQL engine. The following diagram illustrates the solution architecture. The solution architecture and process flow. format('parquet').option('path',

Artificial Inteligence 109

Artificial Inteligence Generative AI AWS Data 109

Bernd Rucker

AUGUST 18, 2017

The latter might need computing power for the PDF creation, so a scalable serverless function might make sense here. as serverless functions: Serverless business logic I used Azure Functions and made use of the command line client to do so. Serverless? like serverless functions, but more corse grained.

Serverless 40

Serverless Cloud Azure AWS 40

Confluent

FEBRUARY 13, 2019

Part 1 of this series discussed why you need to embrace event-first thinking, while this article builds a rationale for different styles of event-driven architectures and compares and contrasts scaling, persistence and runtime models. In this way, we don’t think about solution architecture in just one dimension. Data evolution.

Architecture 90

Architecture Programming Microservices Serverless 90

AWS Machine Learning - AI

MARCH 15, 2024

Solution overview The following diagram illustrates our solution architecture. After you create the ZIP file, you can download the file. Run the following command: zip -r lambda-layer.zip After you create the ZIP file, you can download the file. The Amazon Lex bot interprets the customer’s intents and triggers a DialogCodeHook.

Generative AI 117

Generative AI Lambda AWS Artificial Inteligence 117

Altexsoft

APRIL 26, 2022

We’ll dive deeper into Snowflake’s pros and cons, its unique architecture, and its features to help you decide whether this data warehouse is the right choice for your company. The former extracts and transforms information before loading it into centralized storage while the latter allows for loading data prior to transformation.

Weak Development Team 59

Weak Development Team Data Storage Technical Review 59

The Agile Monkey

DECEMBER 22, 2022

The Problem When developing a new app, it’s important to consider which backend stack to use for data synchronization and storage. On the other hand, setting up and using complex serverless solutions from scratch can be time-consuming and require a significant amount of effort. Add the schema download method to the configuration file.

Authentication 52

Authentication Windows Serverless Open Source 52

Altexsoft

DECEMBER 14, 2022

Containers require fewer host resources such as processing power, RAM, and storage space than virtual machines. Docker architecture core components. Docker Architecture. Docker uses a client-server architecture where the Docker client communicates with the Docker daemon via a RESTful API, UNIX sockets, or a network interface.

Weak Development Team 52

Weak Development Team Linux Operating System Virtualization 52

Cloudera

OCTOBER 17, 2023

Architecture decisions have long-term effects and an important consideration when choosing a stream processing engine is whether the technology will stagnate or continue to evolve with contributions from the open source community. Download Cloudera Stream Processing Community edition for FREE and get zero to Flink in less than an hour.

Technical Review 77

Technical Review Generative AI Conference Open Source 77

AWS Machine Learning - AI

NOVEMBER 30, 2023

At a high level, an image is uploaded to Amazon Simple Storage Service (Amazon S3) and the metadata is extracted including the embedding of the image. The second part of the architecture is to submit an article to find these newly ingested images. Walkthrough The following diagram shows you the architecture to deliver this use-case.

AWS 91

AWS Lambda Generative AI Applications 91

Datavail

AUGUST 23, 2022

Amazon Keyspaces is a serverless wide-column database that is compatible with Apache Cassandra, an open-source wide-column database technology. Amazon DynamoDB is a serverless key-value database that also supports document data models (covered in the next section). Download our white paper “Open-Source? open-source MongoDB 3.6

Cloud 40

Cloud Strategy Serverless Open Source 40

Prisma Clud

MAY 15, 2023

Top 10 Cloud Security Risks In the recently released Cloud Threat Report, Volume 7: Navigating the Expanding Attack Surface , Unit 42 and Prisma Cloud researchers identify 10 critical risks that require an architectural and operational focus to ensure the detection of advanced threats within cloud environments.

Organization 52

Organization Cloud Policies Serverless 52

Altexsoft

OCTOBER 21, 2022

But to understand why Kafka is omnipresent we have to look at how it works — in other words, to get familiar with its concepts and architecture. Kafka architecture. Read our article on event-driven architecture and Pub/Sub to learn more about this powerful communication paradigm. Kafka cluster architecture. Scalability.

Weak Development Team 93

Weak Development Team Technical Review Systems Review Software Review 93

Confluent

SEPTEMBER 20, 2019

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. In the same way, messaging technologies don’t have storage, thus they cannot handle past data. Serverless computing model.

Software Review 21

Software Review Technical Review Storage Cloud 21

Codegiant

JULY 2, 2020

You can download either a GitHub Mac or Windows version. Also, GitHub’s storage limit on the free plan can be a bit low. Store large files and rich media in Git LFS (Large File Storage). when downloading the reports. It maintains one of the best free version control software today?—?git. LFS support. Source code search.

Software Review 52

Software Review Open Source Systems Review AWS 52

Linux Academy

NOVEMBER 6, 2019

Building a Full-Stack Serverless Application on AWS. Enable Archiving with Azure Blob Storage. Download and configure web application frontend. Building a Full-Stack Serverless Application on AWS. Working with Essential Red Hat Linux System Administration Tools – Storage (VDO). Storage and Content Delivery.

Google Cloud 16

Google Cloud Linux Azure AWS 16

Xebia

MAY 14, 2024

However, ACI may not be the best fit for applications that require auto-scaling, persistent storage, or more complex orchestration, especially for web applications that could benefit from custom domain names, SSL certificates, and continuous deployment pipelines. This is where Azure Web Apps for Containers comes into play.

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Azure Microservices Serverless Software Review 130