AWS Machine Learning - AI

NOVEMBER 13, 2024

The solution also uses Amazon Cognito user pools and identity pools for managing authentication and authorization of users, Amazon API Gateway REST APIs, AWS Lambda functions, and an Amazon Simple Storage Service (Amazon S3) bucket. To launch the solution in a different Region, change the aws_region parameter accordingly.

Generative AI 132

Generative AI AWS Lambda Authentication 132

AWS Machine Learning - AI

MARCH 4, 2025

Scalability The solution can handle multiple reviews simultaneously, making it suitable for organizations of all sizes, from startups to enterprises. Scalable architecture Uses AWS services like AWS Lambda and Amazon Simple Queue Service (Amazon SQS) for efficient processing of multiple reviews.

Generative AI 118

Generative AI Technical Review Software Review Systems Review 118

Xebia

JANUARY 8, 2024

Introduction With an ever-expanding digital universe, data storage has become a crucial aspect of every organization’s IT strategy. S3 Storage Undoubtedly, anyone who uses AWS will inevitably encounter S3, one of the platform’s most popular storage services. Storage Class Designed For Retrieval Change Min.

Storage 147

Storage AWS Backup Policies 147

AWS Machine Learning - AI

APRIL 23, 2025

Multiple specialized Amazon Simple Storage Service Buckets (Amazon S3 Bucket) store different types of outputs. Solution Components Storage architecture The application uses a multi-bucket Amazon S3 storage architecture designed for clarity, efficient processing tracking, and clear separation of document processing stages.

Artificial Inteligence 67

Artificial Inteligence Open Source AWS Serverless 67

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.

Strategy 211

Strategy Cloud Data Center Budget 211

AWS Machine Learning - AI

APRIL 22, 2025

MediaLive also extracts the audio-only output and stores it in an Amazon Simple Storage Service (Amazon S3) bucket, facilitating a subsequent postprocessing workflow. A serverless, event-driven workflow using Amazon EventBridge and AWS Lambda automates the post-event processing.

Media 82

Media Knowledge Base AWS Systems Review 82

AWS Machine Learning - AI

NOVEMBER 14, 2024

Invoice processing is a critical yet often cumbersome task for businesses of all sizes, especially for large enterprises dealing with invoices from multiple vendors with varying formats. The storage layer uses Amazon Simple Storage Service (Amazon S3) to hold the invoices that business users upload.

Software Review 111

Software Review Technical Review AWS Artificial Inteligence 111

AWS Machine Learning - AI

NOVEMBER 14, 2024

It enables you to privately customize the FM of your choice with your data using techniques such as fine-tuning, prompt engineering, and retrieval augmented generation (RAG) and build agents that run tasks using your enterprise systems and data sources while adhering to security and privacy requirements.

Artificial Inteligence 111

Artificial Inteligence Generative AI Travel AWS 111

AWS Machine Learning - AI

MARCH 27, 2024

This blog post discusses how BMC Software added AWS Generative AI capabilities to its product BMC AMI zAdviser Enterprise. BMC AMI zAdviser Enterprise provides a wide range of DevOps KPIs to optimize mainframe development and enable teams to proactvely identify and resolve issues.

DevOps 121

DevOps Enterprise Artificial Inteligence Generative AI 121

AWS Machine Learning - AI

DECEMBER 4, 2024

This includes setting up Amazon API Gateway , AWS Lambda functions, and Amazon Athena to enable querying the structured sales data. He is an ex-data-scientist, turned PM, now leading Amazon Bedrock IDE to help enterprises build high-quality Gen AI applications faster. Kosti Vasilakakis is a Principal Product Manager at AWS.

Generative AI 106

Generative AI Applications Technical Review Software Review 106

AWS Machine Learning - AI

FEBRUARY 9, 2024

Enterprises are seeking to quickly unlock the potential of generative AI by providing access to foundation models (FMs) to different lines of business (LOBs). The workflow steps are as follows: An Amazon EventBridge rule triggers a Lambda function ( bedrock_cost_tracking ) daily. requestId – The unique identifier of the request.

Lambda 144

Lambda Generative AI AWS Microservices 144

AWS Machine Learning - AI

FEBRUARY 6, 2024

The application uses the Amplify libraries for Amazon Simple Storage Service (Amazon S3) and uploads documents provided by users to Amazon S3. The WebSocket triggers an AWS Lambda function, which creates a record in Amazon DynamoDB. Another Lambda function gets triggered with a new message in the SQS queue.

Generative AI 130

Generative AI AWS Lambda Technical Review 130

Linux Academy

JANUARY 22, 2020

If you’re studying for the AWS Cloud Practitioner exam, there are a few Amazon S3 (Simple Storage Service) facts that you should know and understand. Amazon S3 is an object storage service that is built to be scalable, high available, secure, and performant. What to know about S3 Storage Classes. Most expensive storage class.

Cloud 28

Cloud Storage Backup AWS 28

AWS Machine Learning - AI

JULY 3, 2024

Amazon Lambda : to run the backend code, which encompasses the generative logic. Amazon Simple Storage Service (S3) : for documents and processed data caching. In step 3, the frontend sends the HTTPS request via the WebSocket API and API gateway and triggers the first Amazon Lambda function.

Artificial Inteligence 132

Artificial Inteligence Generative AI Lambda Healthcare 132

CIO

MARCH 6, 2023

The speed of innovation is really starting to accelerate,” says Jefferson Frazer, director of edge compute, delivery, and storage at Shutterstock, which is headquartered in the Empire State Building. “If Storage intelligence, for example, has reduced the duplication of images, an issue that occurs after acquisitions.

Artificial Inteligence 133

Artificial Inteligence Generative AI Storage AWS 133

AWS Machine Learning - AI

AUGUST 15, 2024

Enterprises with contact center operations are looking to improve customer satisfaction by providing self-service, conversational, interactive chat bots that have natural language understanding (NLU). The Content Designer AWS Lambda function saves the input in Amazon OpenSearch Service in a questions bank index.

Artificial Inteligence 126

Artificial Inteligence Generative AI Knowledge Base Lambda 126

AWS Machine Learning - AI

FEBRUARY 8, 2024

Generative AI agents are a versatile and powerful tool for large enterprises. Action groups are a set of APIs and corresponding business logic, whose OpenAPI schema is defined as JSON files stored in Amazon Simple Storage Service (Amazon S3). The schema allows the agent to reason around the function of each API.

Knowledge Base 140

Knowledge Base Insurance Lambda AWS 140

Kaseya

MAY 13, 2021

As the name suggests, a cloud service provider is essentially a third-party company that offers a cloud-based platform for application, infrastructure or storage services. In a public cloud, all of the hardware, software, networking and storage infrastructure is owned and managed by the cloud service provider. What Is a Public Cloud?

Google Cloud 122

Google Cloud Azure AWS Cloud 122

AWS Machine Learning - AI

MARCH 7, 2025

Solution overview The policy documents reside in Amazon Simple Storage Service (Amazon S3) storage. This action invokes an AWS Lambda function to retrieve the document embeddings from the OpenSearch Service database and present them to Anthropics Claude 3 Sonnet FM, which is accessed through Amazon Bedrock.

Generative AI 101

Generative AI Technical Review Insurance Policies 101

AWS Machine Learning - AI

APRIL 30, 2025

After those steps are complete, the workflow consists of the following steps: Users upload supporting documents that provide audit evidence into a secure Amazon Simple Storage Service ( Amazon S3 ) bucket. Data sanitization workflow kicks off using AWS Step Functions consisting of AWS Lambda functions.

Artificial Inteligence 68

Artificial Inteligence Technical Review Software Review Generative AI 68

AWS Machine Learning - AI

FEBRUARY 19, 2024

Integrating proprietary enterprise data from internal knowledge bases enables chatbots to contextualize their responses to each user’s individual needs and interests. Upload the knowledgebase-lambdalayer.zip file available under the /lambda/layer folder in the GitHub repo you cloned earlier and choose Upload. Choose Next.

Knowledge Base 133

Knowledge Base Artificial Inteligence Applications Lambda 133

AWS Machine Learning - AI

MAY 14, 2024

With Amazon Bedrock, you can easily experiment with and evaluate top FMs for your use case, privately customize them with your data using techniques such as fine-tuning and Retrieval Augmented Generation (RAG), and build agents that run tasks using your enterprise systems and data sources. Here, we use the on-demand option.

Generative AI 121

Generative AI Artificial Inteligence AWS Applications 121

AWS Machine Learning - AI

APRIL 11, 2024

Advances in generative artificial intelligence (AI) have given rise to intelligent document processing (IDP) solutions that can automate the document classification, and create a cost-effective classification layer capable of handling diverse, unstructured enterprise documents. Categorizing documents is an important first step in IDP systems.

Artificial Inteligence 134

Artificial Inteligence Lambda AWS Machine Learning 134

AWS Machine Learning - AI

NOVEMBER 22, 2024

Using Amazon Bedrock, you can easily experiment with and evaluate top FMs for your use case, privately customize them with your data using techniques such as fine-tuning and Retrieval Augmented Generation (RAG), and build agents that execute tasks using your enterprise systems and data sources.

Generative AI 99

Generative AI AWS Technical Review Backup 99

AWS Machine Learning - AI

MAY 7, 2024

The workflow consists of the following steps: The user uploads the meeting recording as an audio or video file to the project’s Amazon Simple Storage Service (Amazon S3) bucket, in the /recordings folder. Transcripts are then stored in the project’s S3 bucket under /transcriptions/TranscribeOutput/.

Artificial Inteligence 132

Artificial Inteligence Meeting AWS Generative AI 132

Cloudera

JANUARY 6, 2021

Apache HBase is an effective data storage system for many workflows but accessing this data specifically through Python can be a struggle. employeeMap = employeeRDD.map( lambda x: Row( key = int (x[ 0 ]) , empId =x[ 1 ] , empName =x[ 2 ] , empState =x[ 3 ])). employeeRDD = spark.sparkContext.parallelize(employee). builder. .appName(

Artificial Inteligence 133

Artificial Inteligence Machine Learning Data Applications 133

AWS Machine Learning - AI

NOVEMBER 24, 2023

AWS Lambda – AWS Lambda provides serverless compute for processing. Note that in this solution, all of the storage is in the UI. Amazon API Gateway passes the request to AWS Lambda through a proxy integration. When operating on product image inputs, AWS Lambda calls Amazon Rekognition to detect objects in the image.

eCommerce 117

eCommerce Generative AI Lambda AWS 117

AWS Machine Learning - AI

JUNE 26, 2024

For unstructured data, the agent uses AWS Lambda functions with AI services such as Amazon Comprehend for natural language processing (NLP). We created the following purpose-built agent actions using Lambda and Agents for Amazon Bedrock for our scenario: Stocks querying – To query S&P stocks data using Athena and SQLAlchemy.

Artificial Inteligence 135

Artificial Inteligence Research Knowledge Base Applications 135

Xebia

JANUARY 19, 2023

The authors divide the data engineer lifecycle into five stages: Generation Storage Ingestion Transformation Serving Data The field is moving up the value chain, incorporating traditional enterprise practices like data management and cost optimization and new practices like DataOps. It is a living, breathing thing.

Data Engineering 130

Data Engineering Engineering Data Technical Review 130

AWS Machine Learning - AI

MARCH 20, 2025

Using Amazon Bedrock allows for iteration of the solution using knowledge bases for simple storage and access of call transcripts as well as guardrails for building responsible AI applications. This step is shown by business analysts interacting with QuickSight in the storage and visualization step through natural language.

Generative AI 92

Generative AI Artificial Inteligence Metrics AWS 92

Honeycomb

MAY 23, 2022

We’ve previously shared our experience moving Kafka over to Arm instances once AWS offered Graviton2 instance types with on-instance storage (Is4gen and Im4gn), and the wins we saw there ( with help from Amazon ). We’re also very heavy users of AWS Lambda for our storage engine. You might notice the “in EC2 land” qualifier.

AWS 88

AWS Lambda Architecture Testing 88

AWS Machine Learning - AI

MARCH 5, 2025

Generative AI question-answering applications are pushing the boundaries of enterprise productivity. In this post, we discuss best practices for applying LLMs to generate ground truth for evaluating question-answering assistants with FMEval on an enterprise scale. Amazons operating margin in 2023 was 6.4%.

Generative AI 76

Generative AI Systems Review Software Review Artificial Inteligence 76

Honeycomb

SEPTEMBER 9, 2022

Our data storage has two tiers: hot data, stored on the query engine hosts, and cold data, stored in S3 and queried via AWS Lambda. Hot storage is usually reserved for recent data, and cold storage for older data. Queries use both types of storage, whereas triggers are expected to use recent data and mostly hot storage.

Systems Review 64

Systems Review Technical Review Software Review Lambda 64

Honeycomb

SEPTEMBER 9, 2022

Our data storage has two tiers: hot data, stored on the query engine hosts, and cold data, stored in S3 and queried via AWS Lambda. Hot storage is usually reserved for recent data, and cold storage for older data. Queries use both types of storage, whereas triggers are expected to use recent data and mostly hot storage.

Systems Review 64

Systems Review Technical Review Software Review Lambda 64

Linux Academy

MAY 2, 2019

In a typical application, either run in a traditional datacenter or colocation facility, you’re paying for the application itself, the underlying OS, hypervisor, storage, servers or VMs, SAN, networking, power, and so on. Longer term, applications that can be run using microservices, such as Lambda, can reduce costs even further.

AWS 84

AWS Linux Storage Lambda 84

AWS Machine Learning - AI

SEPTEMBER 12, 2024

Architecture The solution uses Amazon API Gateway , AWS Lambda , Amazon RDS, Amazon Bedrock, and Anthropic Claude 3 Sonnet on Amazon Bedrock to implement the backend of the application. He is passionate about helping enterprise customers build scalable , resilient and cost efficient Applications. Sukhomoy Basak is a Sr.

Generative AI 128

Generative AI Healthcare Artificial Inteligence Insurance 128

Hypergrid

FEBRUARY 15, 2019

A function doesn’t exist in a vacuum and needs other services for persistence (storage), data management (databases), connectivity, messaging, monitoring and automation. Gartner estimates only 5% of global enterprises have deployed FaaS today. Cost Management for AWS Lambda. update a database table or two).

Lambda 40

Lambda Serverless AWS Weak Development Team 40