Generative AI Archives - Page 3 of 14

How Mend.io discovered concealed patterns in CVE data using Anthropic Claude on the Amazon Bedrock platform

Amazon Bedrock, Customer Solutions, Generative AI, UncategorizedJuly 19, 202438Views 0Likes 0Comments

The field of cybersecurity is continually evolving, and AI solutions that can efficiently handle and analyze vast amounts of data are the need of the hour. One such solution is provided by Anthropic Claude on Amazon Bedrock, a generative AI model that can analyze the unstructured data in Common Vulnerabilities and Exposures (CVEs) reports. MEND.io,…

Safe AccountingAI Chatbot: Lili’s Adventure with Amazon Bedrock

Amazon Bedrock, Customer Solutions, Experience-Based Acceleration, Generative AI, UncategorizedJuly 19, 202436Views 0Likes 0Comments

This blog post was written in collaboration with Lili, a financial platform that offers advanced business banking along with integrated accounting and tax preparation software. The post focuses on how Lili used Amazon Bedrock's artificial intelligence (AI) capabilities to design AccountantAI, an intelligent chatbot specifically developed to provide on-demand accounting advice to small business owners. Given…

Processing of smart documents using Anthropic Claude and Amazon Bedrock.

Amazon Bedrock, Generative AI, UncategorizedJuly 19, 202431Views 0Likes 0Comments

The Claude 3.5 Sonnet from Anthropic tops the list in the S&P AI Benchmarks by Kensho for business and finance.

Financial Services, Generative AI, UncategorizedJuly 17, 202434Views 0Likes 0Comments

Boost your distributed training tasks for generative AI using the Amazon EKS platform with NVIDIA’s NeMo Framework.

Amazon Elastic Kubernetes Service, Artificial Intelligence, Best Practices, distributed training, Generative AI, Technical How-to, UncategorizedJuly 17, 202437Views 0Likes 0Comments

How Mixbook employed generative AI to provide customized photobook experiences.

Amazon Machine Learning, Artificial Intelligence, Customer Solutions, Generative AI, UncategorizedJuly 16, 202440Views 0Likes 0Comments

Mixbook, the number one rated photo book service in the US, has harnessed the capabilities of generative artificial intelligence (AI) in Amazon Web Services (AWS) to make personalized photo book experiences. User photos are interpreted and creatively enhanced with Mixbook Smart Captions. The service does not fully automate the creative process, but guides the users'…

Ten Capabilities GPT-4 Offers that GPT-3.5 Could Not Achieve.

AI Shorts, Applications, Artificial Intelligence, ChatGPT, Editors Pick, Generative AI, Tech News, Technology, UncategorizedJuly 15, 202441Views 0Likes 0Comments

GPT-4, the latest version of OpenAI’s Generative Pre-trained Transformer models, breaks new ground with its array of advanced capabilities that allow it to perform tasks unattainable by its predecessor, GPT-3.5. These enhancements span various domains and include ten main functions, which underscore GPT-4's potential and versatility. Firstly, GPT-4 integrates advanced multimodal functionalities enabling the simultaneous processing…

GenSQL: An AI System that Utilizes Generative Mechanisms to Enhance the Application of Probabilistic Programming in Synthesizing Tabular Data Analysis.

AI Paper Summary, AI Shorts, Applications, Artificial Intelligence, Editors Pick, Generative AI, Machine learning, Staff, Tech News, Technology, UncategorizedJuly 13, 202437Views 0Likes 0Comments

A team of researchers from MIT, Digital Garage, and Carnegie Mellon has developed GenSQL, a new probabilistic programming system that allows for querying generative models of database tables. The system extends SQL with additional functions to enable more complex Bayesian workflows, integrating both automatically learned and custom-designed probabilistic models with tabular data. Probabilistic databases use algorithms…

Enhance the precision of RAG using meticulously adjusted embedding models on Amazon SageMaker.

AI/ML, Amazon SageMaker, Amazon SageMaker Studio, Artificial Intelligence, Expert (400), Generative AI, How-To, Technical How-to, UncategorizedJuly 12, 202435Views 0Likes 0Comments

Retrieval Augmented Generation (RAG) enhances the performance of large language models (LLMs) by incorporating extra knowledge from an external data source, which wasn't involved in the original model training. The two main components of RAG include indexing and retrieval. Despite their merits, pre-trained embeddings models, trained on generic datasets like Wikipedia, often struggle to effectively portray…

Utilizing Agents for Amazon Bedrock to interactively produce infrastructure as a code.

Amazon Bedrock, DevOps, Experience-Based Acceleration, Generative AI, Migration, Technical How-to, UncategorizedJuly 12, 202445Views 0Likes 0Comments

In the evolving landscape of cloud infrastructure, Agents for Amazon Bedrock stands as a promising tool for enhancing infrastructure as code (IaC) processes. This platform employs artificial intelligence to automate the triggering and orchestration of user-requested tasks, augmenting them with company-specific information. The process involves analyzing cloud architecture diagrams, which are then converted into Terraform…