AWS Machine Learning - AI

MARCH 7, 2025

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. Verisk also has a legal review for IP protection and compliance within their contracts.

Generative AI 94

Generative AI Technical Review Insurance Policies 94

AWS Machine Learning - AI

DECEMBER 4, 2024

They have structured data such as sales transactions and revenue metrics stored in databases, alongside unstructured data such as customer reviews and marketing reports collected from various channels. The system will take a few minutes to set up your project. On the next screen, leave all settings at their default values.

Generative AI 106

Generative AI Applications Technical Review Software Review 106

AWS Machine Learning - AI

MARCH 5, 2025

Ground truth data in AI refers to data that is known to be factual, representing the expected use case outcome for the system being modeled. By providing an expected outcome to measure against, ground truth data unlocks the ability to deterministically evaluate system quality.

Generative AI 76

Generative AI Systems Review Software Review Artificial Inteligence 76

AWS Machine Learning - AI

AUGUST 21, 2024

Customer reviews can reveal customer experiences with a product and serve as an invaluable source of information to the product teams. By continually monitoring these reviews over time, businesses can recognize changes in customer perceptions and uncover areas of improvement.

Technical Review 126

Technical Review Software Review Systems Review Lambda 126

AWS Machine Learning - AI

NOVEMBER 7, 2024

It also uses a number of other AWS services such as Amazon API Gateway , AWS Lambda , and Amazon SageMaker. Humans can perform a variety of tasks, from data generation and annotation to model review, customization, and evaluation. You can use IAM to specify who can access which FMs and resources to maintain least privilege permissions.

Generative AI 112

Generative AI AWS Enterprise Artificial Inteligence 112

AWS Machine Learning - AI

APRIL 1, 2025

This AI-driven approach is particularly valuable in cloud development, where developers need to orchestrate multiple services while maintaining security, scalability, and cost-efficiency. She specializes in Generative AI, distributed systems, and cloud computing.

AWS 119

AWS Software Review Knowledge Base Artificial Inteligence 119

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 93

Generative AI AWS Technical Review Backup 93

AWS Machine Learning - AI

NOVEMBER 21, 2024

Pre-annotation and post-annotation AWS Lambda functions are optional components that can enhance the workflow. The pre-annotation Lambda function can process the input manifest file before data is presented to annotators, enabling any necessary formatting or modifications.

Video 98

Video Lambda AWS Generative AI 98

AWS Machine Learning - AI

FEBRUARY 25, 2025

Error retrieval and context gathering The Amazon Bedrock agent forwards these details to an action group that invokes the first AWS Lambda function (see the following Lambda function code ). This contextual information is then sent back to the first Lambda function.

Lambda 64

Lambda Generative AI AWS Software Review 64

AWS Machine Learning - AI

APRIL 23, 2025

Archival data in research institutions and national laboratories represents a vast repository of historical knowledge, yet much of it remains inaccessible due to factors like limited metadata and inconsistent labeling. The endpoint lifecycle is orchestrated through dedicated AWS Lambda functions that handle creation and deletion.

Artificial Inteligence 66

Artificial Inteligence Open Source AWS Serverless 66

AWS Machine Learning - AI

APRIL 30, 2025

Consider this: when you sign in to a software system, a log is recorded to make sure theres an accurate record of activityessential for accountability and security. An accountant will select specific transactions in both systems and choose Generate AI Rule. When complete, raw data is stored into an encrypted S3 bucket.

Artificial Inteligence 57

Artificial Inteligence Technical Review Software Review Generative AI 57

AWS Machine Learning - AI

MAY 17, 2024

This involves building a human-in-the-loop process where humans play an active role in decision making alongside the AI system. Example overview To illustrate this example, consider a retail company that allows purchasers to post product reviews on their website. For most reviews, the system auto-generates a reply using an LLM.

Generative AI 136

Generative AI Artificial Inteligence Systems Review Software Review 136

AWS Machine Learning - AI

FEBRUARY 6, 2024

By extracting key data from testing reports, the system uses Amazon SageMaker JumpStart and other AWS AI services to generate CTDs in the proper format. Users can quickly review and adjust the computer-generated reports before submission. The user-friendly system also employs encryption for security.

Generative AI 129

Generative AI AWS Lambda Technical Review 129

CIO

JANUARY 16, 2023

based IT team can focus on building business value using a plethora of AWS services, including Amazon Aurora, Amazon SageMaker, Amazon Elastic Kubernetes, as well as other SaaS tools such as Automation Anywhere and IDeaS for the cloud-based revenue management system Choice built called Choice Max, also on AWS.

Hotels 217

Hotels Sustainability Cloud Data Center 217

Xebia

MAY 21, 2024

Many companies across various industries prioritize modernization in the cloud for several reasons, such as greater agility, scalability, reliability, and cost efficiency, enabling them to innovate faster and stay competitive in today’s rapidly evolving digital landscape.

AWS 130

AWS Strategy Serverless Microservices 130

AWS Machine Learning - AI

APRIL 24, 2024

With AWS generative AI services like Amazon Bedrock , developers can create systems that expertly manage and respond to user requests. An AI assistant is an intelligent system that understands natural language queries and interacts with various tools, data sources, and APIs to perform tasks or retrieve information on behalf of the user.

Artificial Inteligence 136

Artificial Inteligence Lambda Knowledge Base IoT 136

Perficient

FEBRUARY 17, 2025

React : A JavaScript library developed by Facebook for building fast and scalable user interfaces using a component-based architecture. Technologies : Node.js : A JavaScript runtime that allows developers to build fast, scalable server-side applications using a non-blocking, event-driven architecture.

Development 52

Development Software Review Technical Review Systems Review 52

AWS Machine Learning - AI

MAY 30, 2024

In this post, we describe how CBRE partnered with AWS Prototyping to develop a custom query environment allowing natural language query (NLQ) prompts by using Amazon Bedrock, AWS Lambda , Amazon Relational Database Service (Amazon RDS), and Amazon OpenSearch Service. A Lambda function with business logic invokes the primary Lambda function.

AWS 129

AWS Lambda Performance Artificial Inteligence 129

AWS Machine Learning - AI

JULY 3, 2024

The use cases can range from medical information extraction and clinical notes summarization to marketing content generation and medical-legal review automation (MLR process). The system is built upon Amazon Bedrock and leverages LLM capabilities to generate curated medical content for disease awareness.

Artificial Inteligence 130

Artificial Inteligence Generative AI Lambda Healthcare 130

CIO

MAY 8, 2024

This helps reduce the points of failure due to human intervention. This is crucial for extracting insights from text-based data sources like social media feeds, customer reviews, and emails. But what does the future hold for the realm of data integration ?

Innovation 153

Innovation Artificial Inteligence Data Serverless 153

Mobilunity

APRIL 22, 2025

It leads to faster, more reliable software releases and improved system stability. Scalability & Flexibility. Drives quick issue resolution and system improvements with continuous feedback loops. Enhanced Scalability. Streamlined operations increase overall system responsiveness and uptime. Tool Overload.

DevOps 40

DevOps Software Review Development Team Review Technical Review 40

AWS Machine Learning - AI

MARCH 20, 2025

The Asure team was manually analyzing thousands of call transcripts to uncover themes and trends, a process that lacked scalability. Staying ahead in this competitive landscape demands agile, scalable, and intelligent solutions that can adapt to changing demands. The following screenshots show the UI.

Generative AI 84

Generative AI Artificial Inteligence Metrics AWS 84

AWS Machine Learning - AI

OCTOBER 15, 2024

Scalability and reusability : Promote scalability and reusability across different AWS migration projects. Additionally, modular design facilitates scalability by allowing users to scale the migration operation up or down based on workload demands. Review and create the knowledge base. Access to Amazon Bedrock models.

Lambda 93

Lambda Knowledge Base AWS Generative AI 93

AWS Machine Learning - AI

SEPTEMBER 20, 2024

The ReAct approach enables agents to generate reasoning traces and actions while seamlessly integrating with company systems through action groups. If required, the agent invokes one of two Lambda functions to perform a web search: SerpAPI for up-to-date events or Tavily AI for web research-heavy questions.

Generative AI 105

Generative AI Lambda Applications AWS 105

AWS Machine Learning - AI

FEBRUARY 19, 2024

One way to enable more contextual conversations is by linking the chatbot to internal knowledge bases and information systems. Managing these interdependent parts can introduce complexities in system development and deployment. You will use this Lambda layer code later to create the Lambda function.

Knowledge Base 127

Knowledge Base Artificial Inteligence Applications Lambda 127

AWS Machine Learning - AI

JULY 15, 2024

Today, Mixbook is the #1 rated photo book service in the US with 26 thousand five-star reviews. This pivotal decision has been instrumental in propelling them towards fulfilling their mission, ensuring their system operations are characterized by reliability, superior performance, and operational efficiency.

Generative AI 121

Generative AI Artificial Inteligence AWS Technical Review 121

High Scalability

MARCH 8, 2019

It has 40 mostly 5 star reviews. There was already a payment system — it was called the credit card. Don't miss all that the Internet has to say on Scalability, click below and become eventually consistent with all scalability knowledge (which means this post has many more items to read so please keep on reading).

Scalability 58

Scalability Internet Telecommunications Lambda 58

Xebia

JANUARY 19, 2023

The following is a review of the book Fundamentals of Data Engineering by Joe Reis and Matt Housley, published by O’Reilly in June of 2022, and some takeaway lessons. Data engineers need a broader perspective of data’s utility across the organization, from the source systems to the C-suite and everywhere in between.

Data Engineering 130

Data Engineering Engineering Data Technical Review 130

Mobilunity

APRIL 7, 2025

Java, being one of the most versatile, secure, high-performance, and widely used programming languages in the world, enables businesses to build scalable, platform-independent applications across industries. Meantime, beyond that, several recent trends are further accelerating this process. See them explained below.

UI/UX 40

UI/UX Technical Review Development Software Review 40

AWS Machine Learning - AI

AUGUST 26, 2024

Our internal AI sales assistant, powered by Amazon Q Business , will be available across every modality and seamlessly integrate with systems such as internal knowledge bases, customer relationship management (CRM), and more. From the period of September 2023 to March 2024, sellers leveraging GenAI Account Summaries saw a 4.9%

Generative AI 127

Generative AI AWS Artificial Inteligence Technical Review 127

AWS Machine Learning - AI

NOVEMBER 24, 2023

However, Amazon Bedrock’s flexibility allows these descriptions to be fine-tuned to incorporate customer reviews, integrate brand-specific language, and highlight specific product features, resulting in tailored descriptions that resonate with the target audience. AWS Lambda – AWS Lambda provides serverless compute for processing.

eCommerce 117

eCommerce Generative AI Lambda AWS 117

Kaseya

MAY 13, 2021

The public cloud infrastructure is heavily based on virtualization technologies to provide efficient, scalable computing power and storage. Cloud adoption also provides businesses with flexibility and scalability by not restricting them to the physical limitations of on-premises servers. Scalability and Elasticity.

Google Cloud 122

Google Cloud Azure AWS Cloud 122

CircleCI

JULY 22, 2022

Self-hosted runners allow you to host your own scalable execution environments in your private cloud or on-premises, giving you more flexibility to customize and control your CI/CD infrastructure. The Lambda function created in a subsequent step will update these values to match your scaling requirements. Step 7: Review.

AWS 98

AWS Lambda Meeting Software Review 98

Mentormate

JANUARY 7, 2021

Below is a review of the main announcements that impact compute, database, storage, networking, machine learning, and development. We empower ourselves to monitor and test these new service releases and seek ways to help our clients become more successful through improved security, scalability, resiliency, and cost-optimization.

AWS 98

AWS Lambda Software Review Serverless 98

AWS Machine Learning - AI

OCTOBER 14, 2024

Amazon Bedrock Agents enable generative AI applications to perform multistep tasks across various company systems and data sources. Agents automatically call the necessary APIs to interact with the company systems and processes to fulfill the request.

Generative AI 93

Generative AI Applications Lambda Policies 93

Stackery

JUNE 14, 2019

Ben Kehoe recently wrote a post about AWS API Gateway to Lambda integration: How you should?—?and use API Gateway proxy integration with Lambda. When these three features are put together, it can turn API Gateway into a passthrough, letting you use your favorite web framework in a single Lambda to do all your routing and processing.

Lambda 45

Lambda Serverless Software Review Systems Review 45

Confluent

FEBRUARY 27, 2019

Given that it is at a relatively early stage, developers are still trying to grok the best approach for each cloud vendor and often face the following question: Should I go cloud native with AWS Lambda, GCP functions, etc., The key to event-first systems design is understanding that a series of events captures behavior.

Serverless 109

Serverless Lambda AWS Systems Review 109