AWS Machine Learning Blog

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.

Generative AI 122

Generative AI LLM ML AI 122

AI News

OCTOBER 26, 2023

It highlights the diverse perspectives within scientific, expert, and global communities regarding the risks associated with the swift evolution of AI technology. The publication comprises three key sections: Capabilities and risks from frontier AI: This section presents a discussion paper advocating further research into AI risk.

Big Data 239

Big Data Generative AI AI AI 239

Chatbots Life

MAY 15, 2023

Unlocking the Potential Of Generative AI for Enterprises: Statistics, Use Cases, Top Business Examples In 2022, Generative AI (Artificial Intelligence) has become a hot topic, with social media platforms showcasing images created by generative machine learning models like DALL-E and Stable Diffusion. Reduced costs.

Generative AI 98

Generative AI Chatbots AI AI 98

Flipboard

FEBRUARY 27, 2023

With Snapchat and Meta both recently debuting new artificial intelligence capabilities, social media’s race to incorporate generative AI is gaining traction. The news comes just days after Meta provided a glimpse of how it is thinking about generative AI.

Generative AI 127

Generative AI Large Language Models AI AI 127

Chatbots Life

APRIL 1, 2024

Exploration of Gemini Pro Model The Gemini Pro model is a powerful generative AI tool developed by Google DeepMind. Improve the agent’s generative responses Click on ‘Agent Settings’, and open the Agent Settings page. This paragraph will be used in generating answers. Choose the default language as per your preference.

Chatbots 52

Chatbots AI Chatbots Generative AI AI Modeling 52

AWS Machine Learning Blog

OCTOBER 6, 2023

Generative AI developers can use frameworks like LangChain , which offers modules for integrating with LLMs and orchestration tools for task management and prompt engineering. Code walkthrough In this section, we provide examples of the code. We dive deep into the specifics of prompt design in the subsequent section.

Generative AI 111

Generative AI LLM Natural Language Processing Metadata 111

AWS Machine Learning Blog

AUGUST 30, 2023

To solve this problem, we propose the use of generative AI, a type of AI that can create new content and ideas, including conversations, stories, images, videos, and music. It enables translation of reports into human readable language, thereby alleviating the patients’ burden of reading through lengthy and obscure reports.

Generative AI 111

Generative AI LLM AI AI 111

AWS Machine Learning Blog

JULY 25, 2023

With recent advancements in generative AI , there are lot of discussions happening on how to use generative AI across different industries to solve specific business problems. Generative AI is a type of AI that can create new content and ideas, including conversations, stories, images, videos, and music.

Generative AI 79

Generative AI Python AI AI 79

AWS Machine Learning Blog

AUGUST 3, 2023

AWS intelligent document processing (IDP), with AI services such as Amazon Textract , allows you to take advantage of industry-leading machine learning (ML) technology to quickly and accurately process data from any scanned document or image. Generative AI is driven by large ML models called foundation models (FMs).

IDP 75

IDP Generative AI AI AI 75

Flipboard

MARCH 28, 2023

Ingenio has used generative AI technology to publish over 11,000 articles. It’s one way publishers ( many of them skeptical ) are turning to AI to experiment with content creation. Since then, Ingenio created a new website around dream interpretations with over 700 articles generated by AI technology.

Chatbots 108

Chatbots Generative AI Large Language Models AI 108

AWS Machine Learning Blog

SEPTEMBER 28, 2023

In either case, as knowledge management becomes more complex, generative AI presents a game-changing opportunity for enterprises to connect people to the information they need to perform and innovate. To help tackle this challenge, Accenture collaborated with AWS to build an innovative generative AI solution called Knowledge Assist.

Generative AI 96

Generative AI Large Language Models Artificial Intelligence Artificial Intelligence 96

AWS Machine Learning Blog

MAY 23, 2023

Just recently, generative AI applications have captured everyone’s attention and imagination. We are truly at an exciting inflection point in the widespread adoption of ML, and we believe every customer experience and application will be reinvented with generative AI.

Generative AI 91

Generative AI AI Modeling ML AI 91

Pragnakalp

FEBRUARY 1, 2024

Click on ‘Create’ Exploration of Gemini Pro Model The Gemini Pro model is a powerful generative AI tool developed by Google DeepMind. Improve the agent’s generative responses Click on ‘Agent Settings’, and open the Agent Settings page. This paragraph will be used in generating answers.

Chatbots 59

Chatbots AI Chatbots Generative AI AI Modeling 59

AI News

JANUARY 17, 2024

Beyond simply suggesting new lines of code, it can also fill in large missing sections in existing code. The field of AI-generated code has attracted intense interest from tech giants like Microsoft, OpenAI, and Meta. This technique, also employed by Meta’s Llama 2 Long, allows for context lengths up to 100k tokens.

Software Development 248

Software Development Big Data Software Engineer AI 248

AWS Machine Learning Blog

JUNE 8, 2023

However, businesses can meet this challenge while providing personalized and efficient customer service with the advancements in generative artificial intelligence (generative AI) powered by large language models (LLMs). Generative AI chatbots have gained notoriety for their ability to imitate human intellect.

Generative AI 73

Generative AI LLM Large Language Models Machine Learning 73

Snorkel AI

AUGUST 16, 2023

Experts have named generative AI as the most transformative technology of the last decade. GenAI has—and will continue to—alter our relationship with AI as it pushes computers into domains previously reserved for humans, such as writing and art creation. So, what is generative AI, how does it work and why does it matter?

Generative AI 52

Generative AI Neural Network AI AI 52

Snorkel AI

AUGUST 16, 2023

Experts have named generative AI as the most transformative technology of the last decade. GenAI has—and will continue to—alter our relationship with AI as it pushes computers into domains previously reserved for humans, such as writing and art creation. So, what is generative AI, how does it work and why does it matter?

Generative AI 52

Generative AI Neural Network AI AI 52

AWS Machine Learning Blog

OCTOBER 30, 2023

It allows developers to build and scale generative AI applications using FMs through an API, without managing infrastructure. You can choose from various FMs from Amazon and leading AI startups such as AI21 Labs, Anthropic, Cohere, and Stability AI to find the model that’s best suited for your use case.

Generative AI 124

Generative AI ML Big Data Computer Vision 124

AssemblyAI

NOVEMBER 7, 2023

From  Nov 27-30th , find us at  "The Generative AI Partner Pavilion", Booth #372 , where we'll showcase innovative ways to build AI-driven audio applications using our  Speech-to-Text API. Don't miss the chance to explore the latest in AI audio technology with us!

AI Modeling 130

AI Modeling Python OpenAI AI 130

AWS Machine Learning Blog

SEPTEMBER 19, 2023

They are able to connect insights across these diverse data types to gain a more comprehensive understanding and generate appropriate responses. Multi-modal agents, in conjunction with generative AI, are finding a wide spread application in financial markets. The following screenshot shows an example of the UI.

Generative AI 101

Generative AI LLM Python Large Language Models 101

AWS Machine Learning Blog

NOVEMBER 7, 2023

Today, we are excited to unveil three generative AI demos, licensed under MIT-0 license : Amazon Kendra with foundational LLM – Utilizes the deep search capabilities of Amazon Kendra combined with the expansive knowledge of LLMs. The following diagram shows the architecture of a generative AI application using the RAG approach.

Large Language Models 94

Large Language Models Generative AI LLM AI 94

AssemblyAI

NOVEMBER 16, 2023

Find us at  The Generative AI Partner Pavilion Booth #372 , where we'll have folks from our Engineering, Sales and Developer Relations teams available to chat. A framework for applying LLMs to audio data Build LangChain Audio Apps with Python in 5 Minutes Integrate Audio into LangChain.js

Python 130

Python OpenAI Generative AI AI 130

Mlearning.ai

JULY 3, 2023

Despite not having done any serious photography for some years now, I too was caught up with the rest of the world when image generative AI models such as DALL-E , Midjourney or Stable Diffusion were released. This together with the text encoder are used to guide the denoising process as described in the section above.

Generative AI 52

Generative AI Auto-complete Auto-classification AI 52

Marktechpost

APRIL 16, 2024

Introduction to Generative AI “Introduction to Generative AI” covers the fundamentals of generative AI and how to use it safely and effectively. It explains the fundamentals of LLMs and generative AI and also covers prompt engineering to improve performance.

Large Language Models 102

Large Language Models Prompt Engineer Prompt Engineering Auto-complete 102

AWS Machine Learning Blog

APRIL 8, 2024

Solution overview In the following sections, we demonstrate how to prepare a dataset to use as a knowledge base, and then query with metadata filtering. In the Embeddings model section, choose Titan G1 Embeddings – Text. In the Vector database section, choose Quick create a new vector store.

Metadata 104

Metadata Generative AI Software Development Data Scientist 104

AWS Machine Learning Blog

JUNE 13, 2023

Organizations can maximize the value of their modern data architecture with generative AI solutions while innovating continuously. The latest offering for generative AI from AWS is Amazon Bedrock , which is a fully managed service and the easiest way to build and scale generative AI applications with foundation models.

Generative AI 72

Generative AI Metadata LLM Large Language Models 72

Ehud Reiter

APRIL 22, 2024

I see a lot of claims that generative AI is super-fantastic and will “change everything”; I also see claims that generative AI is either useless or disastrous. Ethical issues The report contains an entire section on ethical issues. Also impact will take time. How effective are LLMs?

Generative AI 124

Generative AI Prompt Engineer Prompt Engineering LLM 124

AWS Machine Learning Blog

AUGUST 1, 2023

Advertising agencies can use generative AI and text-to-image foundation models to create innovative ad creatives and content. In this post, we demonstrate how you can generate new images from existing base images using Amazon SageMaker , a fully managed service to build, train, and deploy ML models for at scale.

Generative AI 62

Generative AI Auto-complete Computer Vision Machine Learning 62

AWS Machine Learning Blog

NOVEMBER 27, 2023

Generative artificial intelligence ( generative AI ) models have demonstrated impressive capabilities in generating high-quality text, images, and other content. However, these models require massive amounts of clean, structured training data to reach their full potential.

Generative AI 74

Generative AI Metadata LLM Python 74

AWS Machine Learning Blog

FEBRUARY 29, 2024

In the following sections, we demonstrate how to build a RAG workflow using Knowledge Bases for Amazon Bedrock, backed by the OpenSearch Serverless vector engine, to analyze an unstructured clinical trial dataset for a drug discovery use case. In the Knowledge base details section, enter a name and optional description. Choose Next.

Machine Learning 113

Machine Learning Computer Vision Generative AI Explainability 113

IBM Journey to AI blog

FEBRUARY 12, 2024

The section headline of the site is their tagline, “ being naked is the #1 most sustainable option. Trend 5: Personalized experiences using data and generative AI As stated, emotional connection with customers is a foundational element of customer experience. AI is not a new territory for eBay. We’re #2.”

Generative AI 193

Generative AI Artificial Intelligence Artificial Intelligence AI 193

AWS Machine Learning Blog

MAY 9, 2024

The rapid advancements in artificial intelligence and machine learning (AI/ML) have made these technologies a transformative force across industries. According to a McKinsey study , across the financial services industry (FSI), generative AI is projected to deliver over $400 billion (5%) of industry revenue in productivity benefits.

ML 106

ML Generative AI AI AI 106

AWS Machine Learning Blog

APRIL 3, 2024

Search engines and recommendation systems powered by generative AI can improve the product search experience exponentially by understanding natural language queries and returning more accurate results. These steps are discussed in detail in the following sections. You can do this by running the cleanup section of the notebook.

Machine Learning 100

Machine Learning Generative AI Metadata ML 100

Snorkel AI

MARCH 15, 2023

Jay Alammar, director and engineering fellow at Cohere, presented a talk entitled “Generative AI is… what, exactly?” at Snorkel AI’s recent Foundation Model Virtual Summit. Let’s start by defining a little bit of what we mean when we say, “Generative AI.” This was made by an AI image generation model.

Generative AI 52

Generative AI Prompt Engineer Prompt Engineering AI 52

Snorkel AI

MARCH 15, 2023

Jay Alammar, director and engineering fellow at Cohere, presented a talk entitled “Generative AI is… what, exactly?” at Snorkel AI’s recent Foundation Model Virtual Summit. Let’s start by defining a little bit of what we mean when we say, “Generative AI.” This was made by an AI image generation model.

Generative AI 52

Generative AI Prompt Engineer Prompt Engineering AI 52

Flipboard

APRIL 27, 2023

Investors continue to pump money into generative AI tech. Case in point, Replit, an IDE startup developing a code-generating AI-powered tool called Ghostwriter, this week raised nearly $100 million ($97.4 “AI has already brought that future closer,” Masad continued. million) at a $1.16

Software Development 129

Software Development Software Engineer Generative AI Explainability 129

AWS Machine Learning Blog

APRIL 9, 2024

In the following sections, we explain how you can use these features with either the AWS Management Console or SDK. To do so on the console, complete the following steps: Repeat the steps in the previous section to start testing your knowledge base. Enable Generate responses. Choose Apply to proceed.

Machine Learning 114

Machine Learning Prompt Engineer Prompt Engineering Artificial Intelligence 114