CIO

JULY 18, 2024

The early bills for generative AI experimentation are coming in, and many CIOs are finding them more hefty than they’d like — some with only themselves to blame. CIOs are also turning to OEMs such as Dell Project Helix or HPE GreenLake for AI, IDC points out. The heart of generative AI lies in GPUs.

Generative AI 204

Generative AI Artificial Inteligence Fractional CTO Open Source 204

AWS Machine Learning - AI

MARCH 13, 2025

The integration of generative AI agents into business processes is poised to accelerate as organizations recognize the untapped potential of these technologies. This post will discuss agentic AI driven architecture and ways of implementing. This post will discuss agentic AI driven architecture and ways of implementing.

Artificial Inteligence 87

Artificial Inteligence Lambda Travel Generative AI 87

TechCrunch

MARCH 4, 2023

As a refresher, ChatGPT is the free text-generating AI that can write human-like code, emails, essays and more.) Becoming human: A startup, Figure , emerged from stealth this week promising a general-purpose bipedal humanoid robot. Snap, Quizlet, Instacart and Shopify are among the early adopters.

ChatGPT 257

ChatGPT Technical Review Artificial Inteligence Nonprofit 257

AWS Machine Learning - AI

NOVEMBER 21, 2024

As generative AI models advance in creating multimedia content, the difference between good and great output often lies in the details that only human feedback can capture. Pre-annotation and post-annotation AWS Lambda functions are optional components that can enhance the workflow.

Video 82

Video Lambda AWS Generative AI 82

AWS Machine Learning - AI

AUGUST 26, 2024

The rise of foundation models (FMs), and the fascinating world of generative AI that we live in, is incredibly exciting and opens doors to imagine and build what wasn’t previously possible. Users can input audio, video, or text into GenASL, which generates an ASL avatar video that interprets the provided data.

Generative AI 111

Generative AI AWS 3D Video 111

AWS Machine Learning - AI

DECEMBER 22, 2023

Generative AI agents are capable of producing human-like responses and engaging in natural language conversations by orchestrating a chain of calls to foundation models (FMs) and other augmenting tools based on user input. In this post, we demonstrate how to build a generative AI financial services agent powered by Amazon Bedrock.

Generative AI 114

Generative AI Lambda AWS Technical Review 114

AWS Machine Learning - AI

OCTOBER 2, 2024

Large enterprises are building strategies to harness the power of generative AI across their organizations. Managing bias, intellectual property, prompt safety, and data integrity are critical considerations when deploying generative AI solutions at scale.

Generative AI 110

Generative AI Artificial Inteligence AWS Government 110

AWS Machine Learning - AI

JUNE 21, 2024

To accomplish this, eSentire built AI Investigator, a natural language query tool for their customers to access security platform data by using AWS generative artificial intelligence (AI) capabilities. This system uses AWS Lambda and Amazon DynamoDB to orchestrate a series of LLM invocations.

Artificial Inteligence 112

Artificial Inteligence Generative AI AWS Serverless 112

AWS Machine Learning - AI

APRIL 24, 2024

Conversational artificial intelligence (AI) assistants are engineered to provide precise, real-time responses through intelligent routing of queries to the most suitable AI functions. With AWS generative AI services like Amazon Bedrock , developers can create systems that expertly manage and respond to user requests.

Artificial Inteligence 123

Artificial Inteligence Lambda Knowledge Base IoT 123

AWS Machine Learning - AI

SEPTEMBER 20, 2024

In this post, we demonstrate how to use Amazon Bedrock Agents with a web search API to integrate dynamic web content in your generative AI application. 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.

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Generative AI Lambda Applications AWS 100

AWS Machine Learning - AI

JULY 10, 2024

Now that you understand the concepts for semantic and hierarchical chunking, in case you want to have more flexibility, you can use a Lambda function for adding custom processing logic to chunks such as metadata processing or defining your custom logic for chunking. Make sure to create the Lambda layer for the specific open source framework.

Knowledge Base 124

Knowledge Base Artificial Inteligence Lambda Applications 124

AWS Machine Learning - AI

SEPTEMBER 24, 2024

To address this challenge, the contact center team at DoorDash wanted to harness the power of generative AI to deploy a solution quickly, and at scale, while maintaining their high standards for issue resolution and customer satisfaction. Everything you need is also provided as open source in our GitHub repo.

Knowledge Base 91

Knowledge Base Generative AI Artificial Inteligence Lambda 91

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). AWS CDK is an open source software development framework to model and provision your cloud application resources using familiar programming languages.

Lambda 137

Lambda Generative AI AWS Microservices 137

AWS Machine Learning - AI

NOVEMBER 14, 2024

Streamlit is an open source framework for data scientists to efficiently create interactive web-based data applications in pure Python. You will extract the key details from the invoices (such as invoice numbers, dates, and amounts) and generate summaries. For this walkthrough, we will use the AWS CLI to trigger the processing.

Software Review 95

Software Review Technical Review AWS Artificial Inteligence 95

AWS Machine Learning - AI

MAY 30, 2024

Because Amazon Bedrock is serverless, you don’t have to manage infrastructure, and you can securely integrate and deploy generative AI capabilities into your applications using the AWS services you are already familiar with. The Lambda wrapper function searches for similar questions in OpenSearch Service.

AWS 120

AWS Lambda Performance Artificial Inteligence 120

AWS Machine Learning - AI

MAY 7, 2024

If you prefer to generate post call recording summaries with Amazon Bedrock rather than Amazon SageMaker, checkout this Bedrock sample solution. Hugging Face is an open-source machine learning (ML) platform that provides tools and resources for the development of AI projects.

Artificial Inteligence 120

Artificial Inteligence Meeting AWS Generative AI 120

AWS Machine Learning - AI

FEBRUARY 19, 2024

The integration of retrieval and generation also requires additional engineering effort and computational resources. Some open source libraries provide wrappers to reduce this overhead; however, changes to libraries can introduce errors and add additional overhead of versioning. Navigate to the lambdalayer folder.

Knowledge Base 110

Knowledge Base Artificial Inteligence Applications Lambda 110

AWS Machine Learning - AI

OCTOBER 23, 2024

Generative AI is set to revolutionize user experiences over the next few years. A crucial step in that journey involves bringing in AI assistants that intelligently use tools to help customers navigate the digital landscape. In this post, we demonstrate how to deploy a contextual AI assistant.

Lambda 88

Lambda Knowledge Base Generative AI AWS 88

AWS Machine Learning - AI

JULY 2, 2024

When the doctor interacts with the Streamlit frontend, it sends a request to an AWS Lambda function, which acts as the application backend. Before querying the knowledge base, the Lambda function retrieves data from the DynamoDB database, which stores doctor-patient associations.

Knowledge Base 118

Knowledge Base Artificial Inteligence Lambda Authentication 118

AWS Machine Learning - AI

JULY 30, 2024

Additionally, contact centers generate a wealth of media content, including support calls, screen-share recordings, and post-call surveys. We are excited to introduce Mediasearch Q Business, an open source solution powered by Amazon Q Business and Amazon Transcribe. or try your own questions.

Media 97

Media Lambda AWS Video 97

AWS Machine Learning - AI

DECEMBER 22, 2023

We start off with a baseline foundation model from SageMaker JumpStart and evaluate it with TruLens , an open source library for evaluating and tracking large language model (LLM) apps. In development, you can use open source TruLens to quickly evaluate, debug, and iterate on your LLM apps in your environment.

Artificial Inteligence 108

Artificial Inteligence Training Off-The-Shelf Metrics 108

AWS Machine Learning - AI

DECEMBER 6, 2023

Conversational AI has come a long way in recent years thanks to the rapid developments in generative AI, especially the performance improvements of large language models (LLMs) introduced by training techniques such as instruction fine-tuning and reinforcement learning from human feedback.

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Artificial Inteligence Analytics Knowledge Base AWS 117

Altexsoft

OCTOBER 26, 2023

AI coding tools utilize deep learning models trained on extensive datasets of source code, often derived from open-source projects. Generative AI is, in turn, a subset of deep learning. If you want more details, read our article about generative AI models or watch a video, explaining their value to business.

Software Review 52

Software Review Tools Artificial Inteligence ChatGPT 52

CIO

OCTOBER 23, 2024

Come la maggior parte dei progetti di AI di livello aziendale, si è iniziato con i dati [in inglese]. Massimizzare il potenziale dei dati Secondo il rapporto Q3 State of Generative AI di Deloitte, il 75% delle imprese ha aumentato la spesa per la gestione del ciclo di vita dei dati grazie all’AI generativa.

Artificial Inteligence 97

Artificial Inteligence Data Center ChatGPT Software Review 97

AWS Machine Learning - AI

OCTOBER 1, 2024

Although AI chatbots have been around for years, recent advances of large language models (LLMs) like generative AI have enabled more natural conversations. Chatbots are proving useful across industries, handling both general and industry-specific questions. Amazon Cognito is an identity service for web and mobile apps.

Serverless 77

Serverless Artificial Inteligence AWS Software Review 77

Perficient

FEBRUARY 13, 2024

It was developed by the creators of Apache Spark, an open-source big data processing framework. Dolly is an open-source Large Language Model (LLM) that generates text and follows natural language instructions. print(res[0]["generated_text"]) Now to generate test cases… df = spark.read.format('csv').option("inferSchema",True).option("header",True).load('dbfs:/FileStore/scratch/insurance.csv')

Artificial Inteligence 52

Artificial Inteligence Analytics Machine Learning Testing 52

AWS Machine Learning - AI

JANUARY 26, 2024

Many customers are looking for guidance on how to manage security, privacy, and compliance as they develop generative AI applications. This post provides three guided steps to architect risk management strategies while developing generative AI applications using LLMs.

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Generative AI Artificial Inteligence Security Applications 135

AWS Machine Learning - AI

OCTOBER 21, 2024

Amazon Bedrock Agents help you accelerate generative AI application development by orchestrating multistep tasks. You can do so by either creating a custom solution or using an open source solution such as Bedrock-ICYM. Building agents that run tasks requires function definitions and Lambda functions.

Generative AI 83

Generative AI Artificial Inteligence Applications AWS 83

AWS Machine Learning - AI

MARCH 31, 2025

In 2025, AI agents are expected to become integral to business operations, with Deloitte predicting that 25% of enterprises using generative AI will deploy AI agents, growing to 50% by 2027. The global AI agent space is projected to surge from $5.1 billion in 2024 to $47.1

Systems Review 138

Systems Review System Artificial Inteligence AWS 138

CIO

OCTOBER 23, 2024

It started, like most enterprise-grade AI projects do, with the data. Maximizing the potential of data According to Deloitte’s Q3 state of generative AI report, 75% of organizations have increased spending on data lifecycle management due to gen AI. That meant that the company had to do some serious infrastructure work.

Infrastructure 204

Infrastructure Artificial Inteligence Data Center ChatGPT 204

AWS Machine Learning - AI

NOVEMBER 26, 2024

As AI technology continues to evolve, the capabilities of generative AI agents continue to expand, offering even more opportunities for you to gain a competitive edge. With Amazon Bedrock, you can build and scale generative AI applications with security, privacy, and responsible AI.

Lambda 90

Lambda Virtualization AWS Generative AI 90

AWS Machine Learning - AI

NOVEMBER 20, 2024

Using generative AI allows businesses to improve accuracy and efficiency in email management and automation. This bucket is designated as the knowledge base data source. Amazon S3 invokes an AWS Lambda function to synchronize the data source with the knowledge base. Anthropic’s Claude Sonnet 3.5

Knowledge Base 102

Knowledge Base Lambda Artificial Inteligence AWS 102

AWS Machine Learning - AI

JANUARY 15, 2025

This post introduces HCLTechs AutoWise Companion, a transformative generative AI solution designed to enhance customers vehicle purchasing journey. Powered by generative AI services on AWS and large language models (LLMs) multi-modal capabilities, HCLTechs AutoWise Companion provides a seamless and impactful experience.

Automotive 81

Automotive Artificial Inteligence AWS Technical Review 81

AWS Machine Learning - AI

NOVEMBER 27, 2024

Generative AI continues to transform numerous industries and activities, with one such application being the enhancement of chess, a traditional human game, with sophisticated AI and large language models (LLMs). Each arm is controlled by different FMs—base or custom. The demo offers a few gameplay options.

Artificial Inteligence 111

Artificial Inteligence IoT AWS Generative AI 111

AWS Machine Learning - AI

FEBRUARY 3, 2025

When a user uploads a media file through the frontend, a pre-signed URL is generated for the frontend to upload the file to Amazon Simple Storage Service (Amazon S3). The frontend posts the file to an application S3 bucket, at which point a file processing flow is initiated through a triggered AWS Lambda.

Knowledge Base 86

Knowledge Base Artificial Inteligence Video UI/UX 86

AWS Machine Learning - AI

FEBRUARY 5, 2025

The listing indexer AWS Lambda function continuously polls the queue and processes incoming listing updates. OpenSearch is a powerful, open-source suite that provides scalable and flexible tools for search, analytics, security monitoring, and observabilityall under the Apache 2.0

Microservices 74

Microservices Lambda Architecture Artificial Inteligence 74

AWS Machine Learning - AI

APRIL 8, 2025

In this post, we explore how to use Amazon Bedrock for synthetic data generation, considering these challenges alongside the potential benefits to develop effective strategies for various applications across multiple industries, including AI and machine learning (ML). 100, num_records).round(2),

Enterprise 92

Enterprise Strategy Data Software Review 92