Wed.Jun 19, 2024

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Building an Agentic Workflow with CrewAI and Groq

Analytics Vidhya

Introduction “AI Agentic workflow will drive massive progress this year,” commented Andrew Ng, highlighting the significant advancements anticipated in AI. With the growing popularity of large language models, Autonomous Agents are becoming a topic of discussion. In this article, we will explore Autonomous Agents, cover the components of building an Agentic workflow, and discuss the […] The post Building an Agentic Workflow with CrewAI and Groq appeared first on Analytics Vidhy

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The recipe for RAG: How cloud services enable generative AI outcomes across industries

IBM Journey to AI blog

According to research from IBM ®, about 42 percent of enterprises surveyed have AI in use in their businesses. Of all the use cases, many of us are now extremely familiar with natural language processing AI chatbots that can answer our questions and assist with tasks such as composing emails or essays. Yet even with widespread adoption of these chatbots, enterprises are still occasionally experiencing some challenges.

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Why Does ChatGPT Use Only Decoder Architecture?

Analytics Vidhya

Introduction The advent of huge language models in the likes of ChatGPT ushered in a new epoch concerning conversational AI in the rapidly changing world of artificial intelligence. Anthropic’s ChatGPT model, which can engage in human-like dialogues, solve difficult tasks, and provide well thought-out answers that are contextually relevant, has fascinated people all over the […] The post Why Does ChatGPT Use Only Decoder Architecture?

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Meta unveils five AI models for multi-modal processing, music generation, and more

AI News

Meta has unveiled five major new AI models and research, including multi-modal systems that can process both text and images, next-gen language models, music generation, AI speech detection, and efforts to improve diversity in AI systems. The releases come from Meta’s Fundamental AI Research (FAIR) team which has focused on advancing AI through open research and collaboration for over a decade.

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Usage-Based Monetization Musts: A Roadmap for Sustainable Revenue Growth

Speaker: David Warren and Kevin O’Neill Stoll

Transitioning to a usage-based business model offers powerful growth opportunities but comes with unique challenges. How do you validate strategies, reduce risks, and ensure alignment with customer value? Join us for a deep dive into designing effective pilots that test the waters and drive success in usage-based revenue. Discover how to develop a pilot that captures real customer feedback, aligns internal teams with usage metrics, and rethinks sales incentives to prioritize lasting customer eng

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Guide to LLM Observability and Evaluations for RAG Application 

Analytics Vidhya

Introduction In the fast-evolving world of AI, it’s crucial to keep track of your API costs, especially when building LLM-based applications such as Retrieval-Augmented Generation (RAG) pipelines in production. Experimenting with different LLMs to get the best results often involves making numerous API requests to the server, each request incurring a cost.

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7 Essential Steps to Master Large Language Models

Analytics Vidhya

Introduction LLMs are changing how we engage with technology today. These AI programs are able to comprehend and mimic human language. They can be applied to data analysis, customer service, content creation, and other areas. But for newcomers in particular, knowing how to use them could appear challenging. This article will walk readers through the […] The post 7 Essential Steps to Master Large Language Models appeared first on Analytics Vidhya.

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The rise and fall of AI at the McDonald’s drive-thru

AI News

The fast-food industry has been turning to AI for years in the hopes that it might improve efficiency, cut down on labour costs, and, ideally, make customers’ lives easier. One of the pioneers was McDonald’s, which in 2021 teamed up with IBM to test an AI system for voice ordering at around 100 drive-thru locations throughout the US. Customers were supposed to be able to drive up, loudly state their orders into the drive-thru microphone, and then have an AI record all of that, instea

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SQL `NOT IN` Operator: Usage, Pitfalls, and Best Practices

Analytics Vidhya

Introduction In simpler terms, imagine you have a giant list of information. The NOT IN operator in SQL acts like a filter to help you find exactly what you’re looking for. It can exclude any items on the list that match certain criteria, like specific values or even results from another search. By using the […] The post SQL `NOT IN` Operator: Usage, Pitfalls, and Best Practices appeared first on Analytics Vidhya.

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AI comes to Ireland’s remote Islands through Microsoft’s ‘Skill Up’ program

AI News

On Inishbofin, a small island off the western coast of Ireland where the population hovers around 170 and the main industries are farming, fishing and tourism, a quiet technology revolution has been taking place. Artificial intelligence (AI), once thought to be the exclusive domain of big cities and tech hubs, is making its way to the furthest corners of rural Ireland, empowering locals with cutting-edge tools to boost their businesses and preserve their traditional crafts.

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15 Modern Use Cases for Enterprise Business Intelligence

Large enterprises face unique challenges in optimizing their Business Intelligence (BI) output due to the sheer scale and complexity of their operations. Unlike smaller organizations, where basic BI features and simple dashboards might suffice, enterprises must manage vast amounts of data from diverse sources. What are the top modern BI use cases for enterprise businesses to help you get a leg up on the competition?

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AI in Manufacturing: Overcoming Data and Talent Barriers

Unite.AI

Artificial Intelligence (AI) is increasingly becoming the foundation of modern manufacturing with unprecedented efficiency and innovation. Imagine production lines that adjust themselves in real time, machinery that predicts its own maintenance needs, and systems that streamline every aspect of the supply chain. This is not any futuristic anticipation.

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The impact of AI on online slot gaming in the UK

AI News

Artificial intelligence is transforming numerous industries, and the online slot gaming sector in the UK is no exception. The integration of AI in online slots is not just a trend but a revolution that is reshaping the gaming landscape. This advancement offers players a more personalised, secure, and engaging gaming experience. As technology evolves, the allure of no minimum deposit slots in the UK becomes increasingly appealing, providing accessibility to a broader audience.

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Mastering MLOps : The Ultimate Guide to Become a MLOps Engineer in 2024

Unite.AI

In world of Artificial Intelligence (AI) and Machine Learning (ML), a new professionals has emerged, bridging the gap between cutting-edge algorithms and real-world deployment. Meet the MLOps Engineer: the orchestrating the seamless integration of ML models into production environments, ensuring scalability, reliability, and efficiency. As businesses across industries increasingly embrace AI and ML to gain a competitive edge, the demand for MLOps Engineers has skyrocketed.

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Announcing the AssemblyAI Starter App for Encore

AssemblyAI

Do you have an idea for a Speech AI app, but you don't want to start from scratch? Are you curious about how to use AssemblyAI in a production-like environment? In this post, you'll learn how you can deploy a ready-made Speech AI application to the cloud, using Encore and the new AssemblyAI starter app for Go. The app lets you transcribe local audio files of conversations with Speaker Diarization enabled, so that you can follow what each speaker said, and when.

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From Diagnosis to Delivery: How AI is Revolutionizing the Patient Experience

Speaker: Simran Kaur, Founder & CEO at Tattva Health Inc.

The healthcare landscape is being revolutionized by AI and cutting-edge digital technologies, reshaping how patients receive care and interact with providers. In this webinar led by Simran Kaur, we will explore how AI-driven solutions are enhancing patient communication, improving care quality, and empowering preventive and predictive medicine. You'll also learn how AI is streamlining healthcare processes, helping providers offer more efficient, personalized care and enabling faster, data-driven

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AI-Powered Nursing: Redefining Healthcare in the Modern Age

Unite.AI

The business landscape is a constant obstacle course of inefficiencies and complex decision-making. Overcoming these hurdles is a race for sustained growth in today's era of digital acceleration. Artificial intelligence (AI) has transformed from a buzzword to a tool to help achieve strategic advantage across various sectors. It offers not just a one-size-fits-all solution, but rather a toolbox of tailored solutions designed to address the specific challenges faced by major industries, from navig

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10 IoT Devices Transforming Inventory Control in Businesses

Aiiot Talk

Efficient inventory control is crucial for maintaining a competitive edge in today’s fast-paced business environment. Integrating Internet of Things (IoT) devices is revolutionizing inventory management, making it more accurate, efficient and cost-effective. Explore 10 IoT devices transforming inventory control and how they can benefit your business. 1.

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Sergey Galchenko, Chief Technology Officer, IntelePeer – Interview Series

Unite.AI

Sergey serves as Chief Technology Officer at IntelePeer, responsible for developing technology strategy plans aligning with IntelePeer’s long-term strategic business initiatives. Relying on modern design approaches, Sergey has provided technical leadership to multi-billion-dollar industries, steering them toward adopting more efficient and innovative tools.

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Key Metrics for Evaluating Large Language Models (LLMs)

Marktechpost

Evaluating Large Language Models (LLMs) is a challenging problem in language modeling, as real-world problems are complex and variable. Conventional benchmarks frequently fail to fully represent LLMs’ all-encompassing performance. A recent LinkedIn post has emphasized a number of important measures that are essential to comprehend how well new models function, which are as follows.

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Prepare Now: 2025s Must-Know Trends For Product And Data Leaders

Speaker: Jay Allardyce, Deepak Vittal, and Terrence Sheflin

As we look ahead to 2025, business intelligence and data analytics are set to play pivotal roles in shaping success. Organizations are already starting to face a host of transformative trends as the year comes to a close, including the integration of AI in data analytics, an increased emphasis on real-time data insights, and the growing importance of user experience in BI solutions.

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TSMC Starts 3nm Production for Upcoming Intel CPUs

Extreme Tech

Both Arrow Lake for desktop and Lunar Lake for mobile will be utilizing TSMC's 3nm process.

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Together AI Introduces Mixture of Agents (MoA): An AI Framework that Leverages the Collective Strengths of Multiple LLMs to Improve State-of-the-Art Quality

Marktechpost

In a significant leap forward for AI, Together AI has introduced an innovative Mixture of Agents (MoA) approach, Together MoA. This new model harnesses the collective strengths of multiple large language models (LLMs) to enhance state-of-the-art quality and performance, setting new benchmarks in AI. MoA employs a layered architecture, with each layer comprising several LLM agents.

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Understanding AI governance: A comprehensive guide

SAS Software

AI governance is an all-encompassing strategy that establishes oversight, ensures compliance and develops consistent operations and infrastructure within an organization. It also fosters an AI-centric culture. This strategy includes specific governance domains such as data governance and model governance, necessary for a unified AI approach. Why AI governance matters The [.

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Top Generative Artificial Intelligence AI Courses in 2024

Marktechpost

In recent years, generative AI has surged in popularity, transforming fields like text generation, image creation, and code development. Its ability to automate and enhance creative tasks makes it a valuable skill for professionals across industries. Learning generative AI is crucial for staying competitive and leveraging the technology’s potential to innovate and improve efficiency.

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The Tumultuous IT Landscape Is Making Hiring More Difficult

After a year of sporadic hiring and uncertain investment areas, tech leaders are scrambling to figure out what’s next. This whitepaper reveals how tech leaders are hiring and investing for the future. Download today to learn more!

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Decoding How NVIDIA AI Workbench Powers App Development

NVIDIA

Editor’s note: This post is part of the AI Decoded series , which demystifies AI by making the technology more accessible and showcases new hardware, software, tools and accelerations for NVIDIA RTX PC and workstation users. The demand for tools to simplify and optimize generative AI development is skyrocketing. Applications based on retrieval-augmented generation (RAG) — a technique for enhancing the accuracy and reliability of generative AI models with facts fetched from specified external sou

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Meta FAIR’s Groundbreaking AI Releases: Enhancing Creativity, Efficiency, and Responsibility in Open Science AI Research and Development

Marktechpost

Meta’s Fundamental AI Research (FAIR) team has announced several significant advancements in artificial intelligence research, models, and datasets. These contributions, grounded in openness, collaboration, excellence, and scale principles, aim to foster innovation and responsible AI development. Meta FAIR has released six major research artifacts, highlighting their commitment to advancing AI through openness and collaboration.

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Boeing and NASA Delay Starliner Return Flight Again

Extreme Tech

The spacecraft will stay at the ISS until next week while engineers study its various glitches.

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Transcending Human Expertise: Achieving Superior Performance in Generative AI Models through Low-Temperature Sampling and Diverse Data

Marktechpost

Generative models are designed to replicate the patterns in the data they are trained on, typically mirroring human actions and outputs. Since these models learn to minimize the difference between their predictions and human-generated data, they aim to match the quality of human expertise in various tasks, such as answering questions or creating art.

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Improving the Accuracy of Generative AI Systems: A Structured Approach

Speaker: Anindo Banerjea, CTO at Civio & Tony Karrer, CTO at Aggregage

When developing a Gen AI application, one of the most significant challenges is improving accuracy. This can be especially difficult when working with a large data corpus, and as the complexity of the task increases. The number of use cases/corner cases that the system is expected to handle essentially explodes. 💥 Anindo Banerjea is here to showcase his significant experience building AI/ML SaaS applications as he walks us through the current problems his company, Civio, is solving.

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Inside the Eigen / Sirion Deal: Multi-Modal + Multi-Model

Artificial Lawyer

Why did CLM company Sirion buy Eigen? Was it like Icertis and AI-focused Evisort, or DocuSign and Lexion? The short answer is: no, Sirion was already heavily into AI.

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‘GPT Researcher’: An Autonomous AI Agent Designed for Comprehensive Online Research on a Variety of Tasks

Marktechpost

Finding accurate and unbiased information can be challenging and time-consuming, especially with the vast information available today. Manual research can take weeks, and current AI models often rely on outdated information, risking inaccuracies. This is where ‘ GPT Researcher ‘ comes in, a powerful tool designed to make online research faster, more reliable, and less biased.

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Deploy a Slack gateway for Amazon Bedrock

AWS Machine Learning Blog

In today’s fast-paced digital world, streamlining workflows and boosting productivity are paramount. That’s why we’re thrilled to share an exciting integration that will take your team’s collaboration to new heights. Get ready to unlock the power of generative artificial intelligence (AI) and bring it directly into your Slack workspace. Imagine the possibilities: Quick and efficient brainstorming sessions, real-time ideation, and even drafting documents or code snippets—all powered by the latest