CIO

APRIL 12, 2024

And while the company prides itself on the wide knowledge of its store employees, no one can be an expert on every product a store sells. A new support tool, Hey GURA, combines generative AI with headsets to provide store employees with all kinds of information on the fly.

Artificial Inteligence 224

Artificial Inteligence Retail Artificial Intelligence Knowledge Base 224

AWS Machine Learning - AI

NOVEMBER 27, 2023

Generative artificial intelligence ( generative AI ) models have demonstrated impressive capabilities in generating high-quality text, images, and other content. The choice of vector database is an important architectural decision. Read and write access to an Amazon Simple Storage Service (Amazon S3) bucket.

Artificial Inteligence 70

Artificial Inteligence Generative AI Data Knowledge Base 70

CIO

FEBRUARY 21, 2024

Generative AI (GenAI) continues to amaze users with its ability to synthesize vast amounts of information to produce near-instant outputs. In these scenarios, the RAG system leverages a Vector DB to dynamically fetch the most relevant answers from a structured Standard Operating Procedures knowledge base.

Artificial Inteligence 152

Artificial Inteligence Generative AI Insurance Artificial Intelligence 152

Cloudera

NOVEMBER 1, 2023

Navigating the challenge of “hallucinations” Our newest AMP is engineered to address a prevalent challenge in the deployment of generative AI solutions: “hallucinations.” An overview of the RAG architecture with a vector database used to minimize hallucinations in the chatbot application.

Artificial Inteligence 105

Artificial Inteligence Machine Learning Knowledge Base Architecture 105

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. System integration – Agents make API calls to integrated company systems to run specific actions.

Knowledge Base 113

Knowledge Base Insurance Lambda AWS 113

AWS Machine Learning - AI

FEBRUARY 19, 2024

One way to enable more contextual conversations is by linking the chatbot to internal knowledge bases and information systems. Integrating proprietary enterprise data from internal knowledge bases enables chatbots to contextualize their responses to each user’s individual needs and interests.

Knowledge Base 91

Knowledge Base Artificial Inteligence Applications Lambda 91

AWS Machine Learning - AI

APRIL 23, 2024

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. Embracing these principles is critical for organizations seeking to use the power of generative AI and drive innovation.

Knowledge Base 94

Knowledge Base Scalability Applications Generative AI 94

Tenable

MARCH 8, 2024

That’s according to ISC2’s survey “AI in Cyber 2024: Is the Cybersecurity Profession Ready?” For example, among those whose primary role is security operations (SecOps), 39% are also involved in governance, risk and compliance (GRC); 47% in architecture and engineering (A&E); and 31% in AppSec. What’s new? For starters, version 2.0

Infrastructure 114

Infrastructure Report Software Review Artificial Intelligence 114

AWS Machine Learning - AI

FEBRUARY 1, 2024

Resilience plays a pivotal role in the development of any workload, and generative AI workloads are no different. There are unique considerations when engineering generative AI workloads through a resilience lens. In the batch case, there are a couple challenges compared to typical data pipelines.

Generative AI 104

Generative AI Disaster Recovery Artificial Inteligence AWS 104

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. Solution architecture The following diagram illustrates the solution architecture.

Generative AI 91

Generative AI Lambda AWS Technical Review 91

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 93

Generative AI Artificial Inteligence Virtualization UI/UX 93

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.

Generative AI 97

Generative AI AWS Applications Artificial Inteligence 97

AWS Machine Learning - AI

APRIL 18, 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, Stability AI, and Amazon with a single API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI.

AWS 90

AWS Lambda Applications Generative AI 90

AWS Machine Learning - AI

APRIL 8, 2024

One popular approach is using Retrieval Augmented Generation (RAG) to create Q&A systems that comprehend complex information and provide natural responses to queries. RAG allows models to tap into vast knowledge bases and deliver human-like dialogue for applications like chatbots and enterprise search assistants.

Artificial Inteligence 93

Artificial Inteligence Applications Knowledge Base AWS 93

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 95

Artificial Inteligence Lambda Generative AI Knowledge Base 95

AWS Machine Learning - AI

FEBRUARY 28, 2024

Today, generative AI can enable people without SQL knowledge. This generative AI task is called text-to-SQL, which generates SQL queries from natural language processing (NLP) and converts text into semantically correct SQL. Here, the generated SQL is sent for syntax errors.

Artificial Inteligence 104

Artificial Inteligence Generative AI AWS Data 104

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. The following diagram illustrates the architecture of this solution.

Artificial Inteligence 103

Artificial Inteligence Generative AI AWS Load Balancer 103

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 94

Artificial Inteligence Analytics Knowledge Base Lambda 94

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.

Artificial Inteligence 86

Artificial Inteligence Serverless Engineering Generative AI 86

Cloudera

DECEMBER 20, 2023

Customers can quickly and easily build generative AI applications using these new features available in Cloudera. In the AMP, Pinceone’s vector database uses these knowledge bases to imbue context into chatbot responses, ensuring useful outputs.

Artificial Inteligence 71

Artificial Inteligence Artificial Intelligence Enterprise Machine Learning 71

AWS Machine Learning - AI

MARCH 19, 2024

Generative AI using large pre-trained foundation models (FMs) such as Claude can rapidly generate a variety of content from conversational text to computer code based on simple text prompts, known as zero-shot prompting. Solution overview The following diagram illustrates the solution architecture.

Generative AI 107

Generative AI Industry Artificial Inteligence Knowledge Base 107

AWS Machine Learning - AI

NOVEMBER 30, 2023

We believe generative AI has the potential over time to transform virtually every customer experience we know. Innovative startups like Perplexity AI are going all in on AWS for generative AI. And at the top layer, we’ve been investing in game-changing applications in key areas like generative AI-based coding.

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Generative AI AWS Artificial Inteligence Software Review 121

Sunflower Lab

DECEMBER 27, 2023

We encourage each department and team member to grow and expand their knowledge base in terms of technologies by exposing them to certifications and courses that best fit their role and position them to enhance their skills. As a part of the expansion, we believe in fair opportunity through unbiased gender inclusion.

Azure 52

Azure Healthcare VR Innovation 52

John Snow Labs

JULY 28, 2023

State of the Art Generative AI for Healthcare: [link] John Snow Labs’ Medical Chatbot is an advanced conversational AI platform designed for high-compliance healthcare environments. These knowledge bases are regularly updated, guaranteeing access to the latest medical knowledge.

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Artificial Inteligence AWS Software Review Healthcare 52

AWS Machine Learning - AI

JANUARY 31, 2024

This post was co-written with Ricardo Perdigao, Solution Architecture Manager at Mendix, a Siemens business. For Mendix, integrating the cutting-edge generative AI capabilities of Amazon Bedrock has been a game changer in redefining our customer experience landscape. Amazon Bedrock offers many ready-to-use AI models.

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Generative AI AWS Innovation Artificial Inteligence 77

Cloudera

MAY 31, 2023

Riding the wave of the generative AI revolution, third party large language model (LLM) services like ChatGPT and Bard have swiftly emerged as the talk of the town, converting AI skeptics to evangelists and transforming the way we interact with technology. The good news is that the open source community remains undefeated.

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Generative AI Artificial Inteligence Enterprise ChatGPT 74