Generative AI, Lambda and Training

ChatGPT, the rise of generative AI

CIO

APRIL 25, 2023

Let’s explore ChatGPT, generative AI in general, how leaders might expect the generative AI story to change over the coming months, and how businesses can stay prepared for what’s new now—and what may come next. It’s only one example of generative AI. What is ChatGPT? ChatGPT is a product of OpenAI.

Generative AI

Generative AI ChatGPT Artificial Inteligence Artificial Intelligence

Medical content creation in the age of generative AI

AWS Machine Learning - AI

JULY 3, 2024

Generative AI and transformer-based large language models (LLMs) have been in the top headlines recently. These models demonstrate impressive performance in question answering, text summarization, code, and text generation. Amazon Lambda : to run the backend code, which encompasses the generative logic.

Artificial Inteligence

Artificial Inteligence Generative AI Lambda Healthcare

Building Generative AI prompt chaining workflows with human in the loop

AWS Machine Learning - AI

MAY 17, 2024

Generative AI is a type of artificial intelligence (AI) that can be used to create new content, including conversations, stories, images, videos, and music. Like all AI, generative AI works by using machine learning models—very large models that are pretrained on vast amounts of data called foundation models (FMs).

Generative AI

Generative AI Artificial Inteligence Systems Review Software Review

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Transform one-on-one customer interactions: Build speech-capable order processing agents with AWS and generative AI

AWS Machine Learning - AI

MARCH 15, 2024

Fortunately, with the advent of generative AI and large language models (LLMs) , it’s now possible to create automated systems that can handle natural language efficiently, and with an accelerated on-ramping timeline. This can be done with a Lambda layer or by using a specific AMI with the required libraries. awscli>=1.29.57

Generative AI

Generative AI Lambda AWS Artificial Inteligence

Build a multi-tenant generative AI environment for your enterprise on AWS

AWS Machine Learning - AI

NOVEMBER 7, 2024

While organizations continue to discover the powerful applications of generative AI , adoption is often slowed down by team silos and bespoke workflows. To move faster, enterprises need robust operating models and a holistic approach that simplifies the generative AI lifecycle.

Generative AI

Generative AI AWS Artificial Inteligence Enterprise

Incorporate offline and online human – machine workflows into your generative AI applications on AWS

AWS Machine Learning - AI

MAY 14, 2024

Recent advances in artificial intelligence have led to the emergence of generative AI that can produce human-like novel content such as images, text, and audio. These models are pre-trained on massive datasets and, to sometimes fine-tuned with smaller sets of more task specific data.

Generative AI

Generative AI Artificial Inteligence AWS Applications

GenAI sticker shock sends CIOs in search of solutions

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

Generative AI Artificial Inteligence Fractional CTO Open Source

Build a video insights and summarization engine using generative AI with Amazon Bedrock

AWS Machine Learning - AI

OCTOBER 29, 2024

This engine uses artificial intelligence (AI) and machine learning (ML) services and generative AI on AWS to extract transcripts, produce a summary, and provide a sentiment for the call. Many commercial generative AI solutions available are expensive and require user-based licenses.

Generative AI

Generative AI Video Engineering Artificial Inteligence

Accelerate your financial statement analysis with Amazon Bedrock and generative AI

AWS Machine Learning - AI

NOVEMBER 13, 2024

The financial and banking industry can significantly enhance investment research by integrating generative AI into daily tasks like financial statement analysis. Generative AI models can automate finding and extracting financial data from documents like 10-Ks, balance sheets, and income statements.

Generative AI

Generative AI Analysis Lambda AWS

GenASL: Generative AI-powered American Sign Language avatars

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

Generative AI AWS 3D Video

Delight your customers with great conversational experiences via QnABot, a generative AI chatbot

AWS Machine Learning - AI

AUGUST 15, 2024

In turn, customers can ask a variety of questions and receive accurate answers powered by generative AI. The Content Designer AWS Lambda function saves the input in Amazon OpenSearch Service in a questions bank index. Amazon Lex forwards requests to the Bot Fulfillment Lambda function.

Artificial Inteligence

Artificial Inteligence Generative AI Knowledge Base Lambda

Build generative AI agents with Amazon Bedrock, Amazon DynamoDB, Amazon Kendra, Amazon Lex, and LangChain

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

Generative AI Lambda AWS Technical Review

Achieve operational excellence with well-architected generative AI solutions using Amazon Bedrock

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

Generative AI Artificial Inteligence AWS Government

eSentire delivers private and secure generative AI interactions to customers with Amazon SageMaker

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. A foundation model (FM) is an LLM that has undergone unsupervised pre-training on a corpus of text.

Artificial Inteligence

Artificial Inteligence Generative AI AWS Serverless

The journey of PGA TOUR’s generative AI virtual assistant, from concept to development to prototype

AWS Machine Learning - AI

MARCH 14, 2024

Generative artificial intelligence (generative AI) has enabled new possibilities for building intelligent systems. Recent improvements in Generative AI based large language models (LLMs) have enabled their use in a variety of applications surrounding information retrieval.

Generative AI

Generative AI Artificial Inteligence Virtualization UI/UX

AWS empowers sales teams using generative AI solution built on Amazon Bedrock

AWS Machine Learning - AI

AUGUST 26, 2024

Prospecting, opportunity progression, and customer engagement present exciting opportunities to utilize generative AI, using historical data, to drive efficiency and effectiveness. Use case overview Using generative AI, we built Account Summaries by seamlessly integrating both structured and unstructured data from diverse sources.

Generative AI

Generative AI AWS Artificial Inteligence Technical Review

How 20 Minutes empowers journalists and boosts audience engagement with generative AI on Amazon Bedrock

AWS Machine Learning - AI

MAY 21, 2024

For several years, we have been actively using machine learning and artificial intelligence (AI) to improve our digital publishing workflow and to deliver a relevant and personalized experience to our readers. These applications are a focus point for our generative AI efforts.

Generative AI

Generative AI Artificial Inteligence AWS Advertising

Build a generative AI Slack chat assistant using Amazon Bedrock and Amazon Kendra

AWS Machine Learning - AI

OCTOBER 7, 2024

A generative AI Slack chat assistant can help address these challenges by providing a readily available, intelligent interface for users to interact with and obtain the information they need. This can lead to productivity losses, frustration, and delays in decision-making.

Generative AI

Generative AI Artificial Inteligence AWS Lambda

As AI scales, infrastructure challenges emerge

CIO

OCTOBER 23, 2024

That means creating custom models, fine-tuning existing models, or using retrieval augmented generation (RAG) embedding to give gen AI systems access to up-to-date and accurate corporate information. And that means companies have to invest in infrastructure for training and deploying these systems.

Infrastructure

Infrastructure Artificial Inteligence Data Center ChatGPT

Build RAG-based generative AI applications in AWS using Amazon FSx for NetApp ONTAP with Amazon Bedrock

AWS Machine Learning - AI

SEPTEMBER 17, 2024

Generative artificial intelligence (AI) applications are commonly built using a technique called Retrieval Augmented Generation (RAG) that provides foundation models (FMs) access to additional data they didn’t have during training.

Generative AI

Generative AI AWS Applications Serverless

Generate customized, compliant application IaC scripts for AWS Landing Zone using Amazon Bedrock

AWS Machine Learning - AI

APRIL 18, 2024

Organizations typically counter these hurdles by investing in extensive training programs or hiring specialized personnel, which often leads to increased costs and delayed migration timelines. Generative artificial intelligence (AI) with Amazon Bedrock directly addresses these challenges.

AWS

AWS Applications Lambda Knowledge Base

Perplexity Poised To Become Latest AI Startup To Hit Unicorn Status — Report

Crunchbase News

MARCH 5, 2024

The near doubling in valuation in just two months is the latest example of the unwavering belief investors have in seemingly all things AI — regardless of the valuation. Just last month, San Jose, California-based AI cloud computing startup Lambda raised a $320 million Series C at a $1.5

Report

Report Artificial Inteligence Artificial Intelligence Lambda

Analyze customer reviews using Amazon Bedrock

AWS Machine Learning - AI

AUGUST 21, 2024

LLMs are a type of foundation model (FM) that have been pre-trained on vast amounts of text data. This post discusses how LLMs can be accessed through Amazon Bedrock to build a generative AI solution that automatically summarizes key information, recognizes the customer sentiment, and generates actionable insights from customer reviews.

Technical Review

Technical Review Software Review Systems Review Lambda

Weka Becomes A Unicorn With Big $140M Series E

Crunchbase News

MAY 15, 2024

Building AI infrastructure While most people like to concentrate on the newest AI tool to help generate emails or mimic their own voice, investors are looking at much of the architecture underneath generative AI that makes it work. In February, Lambda hit unicorn status after a $320 million Series C at a $1.5

Lambda

Lambda Artificial Inteligence Artificial Intelligence Generative AI

CBRE and AWS perform natural language queries of structured data using Amazon Bedrock

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

AWS Lambda Performance Artificial Inteligence

Eye On AI: So Much For That Funding Slowdown

Crunchbase News

FEBRUARY 22, 2024

Aside from the Moonshot AI raise — the first $1 billion AI round of the year — other large rounds in the last week-plus include: San Jose, California-based Lambda raised a $320 million Series C at a $1.5 The company offers cloud computing services and hardware for training artificial intelligence software.

Artificial Inteligence

Artificial Inteligence Artificial Intelligence Lambda Generative AI

Generating fashion product descriptions by fine-tuning a vision-language model with SageMaker and Amazon Bedrock

AWS Machine Learning - AI

MAY 22, 2024

With the advancement of Generative AI , we can use vision-language models (VLMs) to predict product attributes directly from images. You can use a managed service, such as Amazon Rekognition , to predict product attributes as explained in Automating product description generation with Amazon Bedrock.

Fashion

Fashion Artificial Inteligence Generative AI AWS

Boost employee productivity with automated meeting summaries using Amazon Transcribe, Amazon SageMaker, and LLMs from Hugging Face

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. Its key offering is the Hugging Face Hub, which hosts a vast collection of over 200,000 pre-trained models and 30,000 datasets. Mistral 7B Instruct is developed by Mistral AI.

Artificial Inteligence

Artificial Inteligence Meeting AWS Generative AI

CIOs sharpen cloud cost strategies — just as gen AI spikes loom

CIO

NOVEMBER 2, 2023

And that is where many CIOs find themselves today: tackling cloud cost issues more skillfully just as disruptive forces such as generative AI are set to ensure those costs will exponentially escalate, CIOs predict. There’s just not enough experience there to know what the ultimate costs for gen AI are,” says ADP’s Nagrath.

Cloud

Cloud Strategy Data Center Budget

Automate emails for task management using Amazon Bedrock Agents, Amazon Bedrock Knowledge Bases, and Amazon Bedrock Guardrails

AWS Machine Learning - AI

NOVEMBER 19, 2024

With Amazon Bedrock and other AWS services, you can build a generative AI-based email support solution to streamline email management, enhancing overall customer satisfaction and operational efficiency. AI integration accelerates response times and increases the accuracy and relevance of communications, enhancing customer satisfaction.

Knowledge Base

Knowledge Base Generative AI Technical Review Lambda

Generate and evaluate images in Amazon Bedrock with Amazon Titan Image Generator G1 v2 and Anthropic Claude 3.5 Sonnet

AWS Machine Learning - AI

NOVEMBER 18, 2024

Recent enhancements in the field of generative AI , such as media generation technologies, are rapidly transforming the way businesses create and manipulate visual content. With that, it brings functionalities such as model customization, fine-tuning, and Retrieval Augmented Generation (RAG). Anthropic Claude 3.5

Lambda

Lambda AWS Generative AI Artificial Inteligence

Eye On AI: Microsoft Remains Infatuated With AI Startups, And It’s Not Just Inflection And OpenAI

Crunchbase News

APRIL 4, 2024

This column is a look back at the week that was in AI. Microsoft recently made waves when it was revealed it would lure two co-founders of generative AI startup Inflection AI away from the company, hire most of its 70-person staff, and license its technology. Read the previous one here. billion valuation.

Artificial Inteligence

Artificial Inteligence Artificial Intelligence Generative AI Lambda

Enhance speech synthesis and video generation models with RLHF using audio and video segmentation in Amazon SageMaker

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. The path to creating effective AI models for audio and video generation presents several distinct challenges.

Video

Video Lambda AWS Generative AI

Create a next generation chat assistant with Amazon Bedrock, Amazon Connect, Amazon Lex, LangChain, and WhatsApp

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

Lambda Knowledge Base Generative AI AWS

Need GPUs? Take a look at microclouds

InfoWorld

MAY 14, 2024

As most IT people know, GPUs are in high demand and are critical for running and training generative AI models. Businesses such as CoreWeave, Lambda Labs, Voltage Park, and Together AI are at the forefront of this movement.

Technical Review

Technical Review Lambda Generative AI Hardware

Cost-effective document classification using the Amazon Titan Multimodal Embeddings Model

AWS Machine Learning - AI

APRIL 11, 2024

In this post, we discuss document classification using the Amazon Titan Multimodal Embeddings model to classify any document types without the need for training. The Amazon Titan Multimodal Embedding model was trained using the Euclidean L2 algorithm and therefore for best results the vector database used should support this algorithm.

Artificial Inteligence

Artificial Inteligence Lambda AWS Machine Learning

Elevate RAG for numerical analysis using Amazon Bedrock Knowledge Bases

AWS Machine Learning - AI

SEPTEMBER 25, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing FMs from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Mistral AI, Stability AI, and Amazon through a single API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI.

Knowledge Base

Knowledge Base Artificial Inteligence Analysis AWS

Build a RAG-based QnA application using Llama3 models from SageMaker JumpStart

AWS Machine Learning - AI

SEPTEMBER 12, 2024

Organizations generate vast amounts of data that is proprietary to them, and it’s critical to get insights out of the data for better business outcomes. Generative AI and foundation models (FMs) play an important role in creating applications using an organization’s data that improve customer experiences and employee productivity.

Artificial Inteligence

Artificial Inteligence Applications Generative AI AWS

Import a question answering fine-tuned model into Amazon Bedrock as a custom model

AWS Machine Learning - AI

SEPTEMBER 30, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Mistral AI, Stability AI, and Amazon through a single API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI.

Artificial Inteligence

Artificial Inteligence Generative AI AWS Software Review

The 10 Biggest Rounds Of February: Epic Games Leads The List Thanks To House Of Mouse Investment

Crunchbase News

MARCH 5, 2024

The company is developing AI-enhanced robots that it hopes will be able to perform dangerous jobs and alleviate labor shortages. Lambda , $320M, artificial intelligence: Lambda hit unicorn status after a $320 million Series C at a $1.5 Founded in 2022, the company has raised $754 million, per Crunchbase. billion valuation.

Games

Games Artificial Inteligence Artificial Intelligence Biotech

Boosting RAG-based intelligent document assistants using entity extraction, SQL querying, and agents with Amazon Bedrock

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.

Artificial Inteligence

Artificial Inteligence Analytics Knowledge Base Lambda

Deploy foundation models with Amazon SageMaker, iterate and monitor with TruEra

AWS Machine Learning - AI

DECEMBER 22, 2023

See the following code: from datasets import load_dataset dolly_dataset = load_dataset("databricks/databricks-dolly-15k", split="train") # To train for question answering/information extraction, you can replace the assertion in next line to example["category"] == "closed_qa"/"information_extraction". train_and_test_dataset["train"].to_json("train.jsonl")

Artificial Inteligence

Artificial Inteligence Training Off-The-Shelf Metrics

Harnessing the Power of AWS Bedrock through CloudFormation

Perficient

AUGUST 20, 2024

This blog delves into the essentials of AI foundational models in AWS Bedrock, highlighting their significance and applications. What are AI Foundational Models? AI foundational models are pre-trained models designed to serve as the basis for various AI applications.

AWS

AWS Artificial Inteligence Lambda Training

Educating a New Generation of Workers

O'Reilly Media - Ideas

NOVEMBER 26, 2024

The trend has only increased in the era of generative AI. They don’t respond to changes quickly, and that leaves them particularly vulnerable when providing training for industries where change is rapid. Assessment is a necessity, and it’s something corporations take very seriously, at least for in-house training programs.

Education

Education Security Artificial Inteligence Weak Development Team

ChatGPT, the rise of generative AI

Medical content creation in the age of generative AI

Webinars

Trending Sources

Building Generative AI prompt chaining workflows with human in the loop

Webinars

Transform one-on-one customer interactions: Build speech-capable order processing agents with AWS and generative AI

Build a multi-tenant generative AI environment for your enterprise on AWS

Incorporate offline and online human – machine workflows into your generative AI applications on AWS

GenAI sticker shock sends CIOs in search of solutions

Build a video insights and summarization engine using generative AI with Amazon Bedrock

Accelerate your financial statement analysis with Amazon Bedrock and generative AI

GenASL: Generative AI-powered American Sign Language avatars

Delight your customers with great conversational experiences via QnABot, a generative AI chatbot

Build generative AI agents with Amazon Bedrock, Amazon DynamoDB, Amazon Kendra, Amazon Lex, and LangChain

Achieve operational excellence with well-architected generative AI solutions using Amazon Bedrock

eSentire delivers private and secure generative AI interactions to customers with Amazon SageMaker

The journey of PGA TOUR’s generative AI virtual assistant, from concept to development to prototype

AWS empowers sales teams using generative AI solution built on Amazon Bedrock

How 20 Minutes empowers journalists and boosts audience engagement with generative AI on Amazon Bedrock

Build a generative AI Slack chat assistant using Amazon Bedrock and Amazon Kendra

As AI scales, infrastructure challenges emerge

Build RAG-based generative AI applications in AWS using Amazon FSx for NetApp ONTAP with Amazon Bedrock

Generate customized, compliant application IaC scripts for AWS Landing Zone using Amazon Bedrock

Perplexity Poised To Become Latest AI Startup To Hit Unicorn Status — Report

Analyze customer reviews using Amazon Bedrock

Weka Becomes A Unicorn With Big $140M Series E

CBRE and AWS perform natural language queries of structured data using Amazon Bedrock

Eye On AI: So Much For That Funding Slowdown

Generating fashion product descriptions by fine-tuning a vision-language model with SageMaker and Amazon Bedrock

Boost employee productivity with automated meeting summaries using Amazon Transcribe, Amazon SageMaker, and LLMs from Hugging Face

CIOs sharpen cloud cost strategies — just as gen AI spikes loom

Automate emails for task management using Amazon Bedrock Agents, Amazon Bedrock Knowledge Bases, and Amazon Bedrock Guardrails

Generate and evaluate images in Amazon Bedrock with Amazon Titan Image Generator G1 v2 and Anthropic Claude 3.5 Sonnet

Eye On AI: Microsoft Remains Infatuated With AI Startups, And It’s Not Just Inflection And OpenAI

Enhance speech synthesis and video generation models with RLHF using audio and video segmentation in Amazon SageMaker

Create a next generation chat assistant with Amazon Bedrock, Amazon Connect, Amazon Lex, LangChain, and WhatsApp

Need GPUs? Take a look at microclouds

Cost-effective document classification using the Amazon Titan Multimodal Embeddings Model

Elevate RAG for numerical analysis using Amazon Bedrock Knowledge Bases

Build a RAG-based QnA application using Llama3 models from SageMaker JumpStart

Import a question answering fine-tuned model into Amazon Bedrock as a custom model

The 10 Biggest Rounds Of February: Epic Games Leads The List Thanks To House Of Mouse Investment

Boosting RAG-based intelligent document assistants using entity extraction, SQL querying, and agents with Amazon Bedrock

Deploy foundation models with Amazon SageMaker, iterate and monitor with TruEra

Harnessing the Power of AWS Bedrock through CloudFormation

Educating a New Generation of Workers

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