Cloudera

DECEMBER 20, 2023

Cloudera is launching and expanding partnerships to create a new enterprise artificial intelligence “AI” ecosystem. In a stack including Cloudera Data Platform the applications and underlying models can also be deployed from the data management platform via Cloudera Machine Learning.

Artificial Inteligence 71

Artificial Inteligence Artificial Intelligence Enterprise Machine Learning 71

AWS Machine Learning - AI

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. A multimodal embeddings model is designed to learn joint representations of different modalities like text, images, and audio.

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Artificial Inteligence Serverless Engineering Generative AI 95

AWS Machine Learning - AI

JANUARY 4, 2024

Generative AI has opened up a lot of potential in the field of AI. We are seeing numerous uses, including text generation, code generation, summarization, translation, chatbots, and more. These LLMs can be leveraged to understand the natural language question and generate a corresponding SQL query as an output.

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Generative AI Artificial Inteligence Enterprise Data 113

AWS Machine Learning - AI

NOVEMBER 22, 2023

The financial service (FinServ) industry has unique generative AI requirements related to domain-specific data, data security, regulatory controls, and industry compliance standards. RAG is a framework for improving the quality of text generation by combining an LLM with an information retrieval (IR) system.

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Artificial Inteligence Serverless Engineering Generative AI 88

AWS Machine Learning - AI

FEBRUARY 14, 2024

With the advent of generative AI solutions, organizations are finding different ways to apply these technologies to gain edge over their competitors. Amazon Bedrock offers a choice of high-performing foundation models from leading AI companies, including AI21 Labs, Anthropic, Cohere, Meta, Stability AI, and Amazon, via a single API.

Generative AI 109

Generative AI Artificial Inteligence Engineering Travel 109

AWS Machine Learning - AI

MARCH 14, 2024

Generative AI applications driven by foundational models (FMs) are enabling organizations with significant business value in customer experience, productivity, process optimization, and innovations. In this post, we explore different approaches you can take when building applications that use generative AI.

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Generative AI AWS Applications Artificial Inteligence 99

AWS Machine Learning - AI

MARCH 28, 2024

These generative AI applications are not only used to automate existing business processes, but also have the ability to transform the experience for customers using these applications.

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Artificial Inteligence Generative AI AWS Load Balancer 105

AWS Machine Learning - AI

MAY 30, 2024

Hosting large language models Vitech explored the option of hosting Large Language Models (LLMs) models using Amazon Sagemaker. Vitech needed a fully managed and secure experience to host LLMs and eliminate the undifferentiated heavy lifting associated with hosting 3P models.

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Artificial Inteligence Technical Review Development Team Review Software Review 91

CIO

APRIL 11, 2024

This technology, leveraging artificial intelligence, offers a self-managing, self-securing, and self-repairing database system that significantly reduces the operational overhead for businesses.” These days that includes generative AI. The allure of such a system for enterprises cannot be overstated, Lee says. “We

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Enterprise Artificial Inteligence Cloud Generative AI 292

Dzone - DevOps

NOVEMBER 3, 2023

But text-to-image conversion typically involves deploying an end-to-end machine learning solution, which is quite resource-intensive. What if this capability was an API call away, thereby making the process simpler and more accessible for developers?

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Serverless AWS Generative AI Applications 93

Cloudera

OCTOBER 31, 2023

Our vision is to make it easier, more economical, and safer for our customers to maximize the value they get from AI. In this post, we share our vision and the integrations that are available to our customers on Cloudera Data Platform with generative AI on AWS.

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Generative AI Artificial Inteligence AWS Innovation 102

Xebia

MAY 11, 2023

Introduction: With Bard and Vertex AI becoming publically available and accessible by Service Roles it was time to power a website using Google’s generative AI. In a previous blog post I’ve already detailed How I replaced Xebia Leadership with Artificial Intelligence leveraging OpenAI.

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Generative AI Virtualization Artificial Inteligence Leadership 130

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. The order summary is communicated back to the customer via Amazon Lex.

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Generative AI Lambda AWS Artificial Inteligence 114

AWS Machine Learning - AI

FEBRUARY 19, 2024

Chatbots use the advanced natural language capabilities of large language models (LLMs) to respond to customer questions. They can understand conversational language and respond naturally. It augments prompts with these relevant chunks to generate an answer using the LLM.

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Knowledge Base Artificial Inteligence Applications Lambda 94

AWS Machine Learning - AI

APRIL 23, 2024

Generative artificial intelligence (AI) has gained significant momentum with organizations actively exploring its potential applications. However, to unlock the long-term success and viability of these AI-powered solutions, it is crucial to align them with well-established architectural principles.

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Knowledge Base Scalability Applications Generative AI 98

AWS Machine Learning - AI

FEBRUARY 28, 2024

Structured Query Language (SQL) is a complex language that requires an understanding of databases and metadata. Today, generative AI can enable people without SQL knowledge. The solution in this post aims to bring enterprise analytics operations to the next level by shortening the path to your data using natural language.

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Artificial Inteligence Generative AI AWS Data 106

AWS Machine Learning - AI

APRIL 8, 2024

Unlocking accurate and insightful answers from vast amounts of text is an exciting capability enabled by large language models (LLMs). When building LLM applications, it is often necessary to connect and query external data sources to provide relevant context to the model.

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Artificial Inteligence Applications Knowledge Base AWS 94

AWS Machine Learning - AI

FEBRUARY 29, 2024

Knowledge Bases is completely serverless, so you don’t need to manage any infrastructure, and when using Knowledge Bases, you’re only charged for the models, vector databases and storage you use. RAG is a popular technique that combines the use of private data with large language models (LLMs).

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Knowledge Base Artificial Inteligence Generative AI AWS 107

InfoWorld

APRIL 15, 2024

In the past two years, I’ve been involved with generative AI projects using large language models (LLMs) more than traditional systems. I’ve become nostalgic for serverless cloud computing.

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Artificial Inteligence Cloud Serverless Generative AI 69

AWS Machine Learning - AI

MAY 30, 2024

CBRE is unlocking the potential of artificial intelligence (AI) to realize value across the entire commercial real estate lifecycle—from guiding investment decisions to managing buildings. The opportunities to unlock value using AI in the commercial real estate lifecycle starts with data at scale.

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AWS Lambda Artificial Inteligence Performance 93

AWS Machine Learning - AI

MAY 1, 2024

Imagine harnessing the power of advanced language models to understand and respond to your customers’ inquiries. Amazon Bedrock , a fully managed service providing access to such models, makes this possible. However, this post focuses on the Amazon Titan Text G1-Express LLM. Choose New model.

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Artificial Inteligence AWS Training Generative AI 95

CIO

JULY 5, 2023

Economic sustainability is about fair and equal access to employment, broadband networks, and other technology resources, while the third pillar, equitable sustainability, involves removing or reducing bias in the flood of data and algorithms underpinning applications, particularly in emerging generative AI models, he says.

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Sustainability Artificial Inteligence Technical Review Generative AI 130

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). For more information, refer to Building a Multi-Tenant SaaS Solution Using AWS Serverless Services. The following is a reference architecture diagram.

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Lambda Generative AI AWS Microservices 123

AWS Machine Learning - AI

NOVEMBER 24, 2023

This is where Amazon Bedrock with its generative AI capabilities steps in to reshape the game. In this post, we dive into how Amazon Bedrock is transforming the product description generation process, empowering e-retailers to efficiently scale their businesses while conserving valuable time and resources.

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Generative AI eCommerce Lambda AWS 88

Agile Engine

JANUARY 17, 2024

Table of contents Introduction Large language models (LLMs) in a nutshell Rapid application development (RAD) using LLMs The problem Step 1. Send it to Vertex AI/text-bison Step 5. However, effectively integrating LLMs into the software development process can be challenging. Test a little Step 3.

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Artificial Inteligence Development Software Review Training 52

CIO

MARCH 26, 2024

Speaking at Mobile World Congress 2024 in Barcelona, Jason Cao, Huawei’s CEO of Digital Finance BU, acknowledged that digital financial services are “booming” and that the rise of open architecture as well as emerging technologies like generative AI will have an impact on key fields in the industry such as financial engagement and credit loans.

Banking 144

Banking Disaster Recovery Backup Strategy 144

AWS Machine Learning - AI

MARCH 1, 2024

For RAG-based applications, the accuracy of the generated response from large language models (LLMs) is dependent on the context provided to the model. As of this writing, the hybrid search feature is available for OpenSearch Serverless, with support for other vector stores coming soon.

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Knowledge Base Artificial Inteligence AWS Generative AI 102

Honeycomb

MAY 3, 2023

Here are some examples: P99 and distribution of latency Distribution of serverless spend by route For example, if I say “P99 and distribution of latency by endpoint,” I get this query: By default, Query Assistant will generate a heatmap when applicable. When using generative AI, use language that is affirmative.

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Artificial Inteligence Meeting Generative AI Groups 127

Perficient

DECEMBER 11, 2023

Dominating the conversation was the advancement and capabilities of Generative AI across several AWS Services, while not losing sight on the importance of application modernization and cloud migration. Amazon Redshift Serverless: Gather insights in seconds without having to manage data warehouse infrastructure.

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AWS Serverless Generative AI Innovation 52

CIO

MARCH 6, 2023

Shutterstock’s current focus, for instance, is generative AI — considered by many to be a bleeding-edge application. For Shutterstock, the benefits of AI have been immediately apparent. Storage intelligence, for example, has reduced the duplication of images, an issue that occurs after acquisitions.

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Artificial Inteligence Generative AI Storage AWS 146

Palo Alto Networks

MAY 22, 2024

{{interview_audio_title}} 00:00 00:00 Volume Slider 10s 10s 10s 10s Seek Slider “AI’s Impact in Cybersecurity” is a blog series based on interviews with a variety of experts at Palo Alto Networks and Unit 42, with roles in AI research, product management, consulting, engineering and more. Curious to Learn More?

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Artificial Inteligence How To Weak Development Team Systems Review 65

AWS Machine Learning - AI

MARCH 7, 2024

This can take a lot of effort, especially for large batches of images. Amazon Bedrock offers the generative AI foundation model Amazon Titan Image Generator G1 , which can automatically change the background of an image using a technique called outpainting.

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AWS Lambda Generative AI Report 112

O'Reilly Media - Ideas

APRIL 4, 2023

In March, it felt like large language models sucked all the air out of the room. There’s a world beyond AI. It’s suggested that similar techniques will work for language models. Databricks has released Dolly , a small large language model (6B parameters).

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Trends Artificial Inteligence ChatGPT Software Review 83

Datavail

JUNE 22, 2023

The trends and topics at this event included data analytics, sustainability, application modernization, cloud migration and modernization, AI and machine learning, and operational excellence. Discover technologies like machine learning and serverless computing to gain valuable insights into revolutionizing your industry.

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AWS Disaster Recovery Generative AI Storage 52

Sunflower Lab

FEBRUARY 1, 2024

To manage vector embeddings and facilitate effective vector search, vector databases are AI-native. The ability of machines to read and understand information in a digital form—a requirement for machine learning and artificial intelligence makes vector embeddings significant. Why are Embeddings Crucial?

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Artificial Inteligence Applications Healthcare Artificial Intelligence 40

AWS Machine Learning - AI

FEBRUARY 8, 2024

Generative AI agents are a versatile and powerful tool for large enterprises. These agents excel at automating a wide range of routine and repetitive tasks, such as data entry, customer support inquiries, and content generation. An Amazon OpenSearch Serverless collection will be created for you. Blocksom is a Sr.

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Knowledge Base Insurance Lambda AWS 115

TechCrunch

OCTOBER 5, 2021

Gaudium.AI : Generative AI for helping your social media team come up with new posts, generating unique copy within your specifications. Direktiv : It’s honestly a bit over my head, but Direktiv pitches itself as a platform-agnostic “event-driven serverless orchestration engine” in the cloud.

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Company Blockchain Virtualization Retail 197