Sat.Aug 12, 2023 - Fri.Aug 18, 2023

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Chat with PDFs | Empowering Textual Interaction with Python and OpenAI

Analytics Vidhya

Introduction In a world filled with information, PDF documents have become a staple for sharing and preserving valuable data. However, extracting insights from PDFs hasn’t always been straightforward. That’s where “Chat with PDFs” comes to the rescue – an innovative project revolutionising how we interact with PDFs. In this article, we introduce you to the […] The post Chat with PDFs | Empowering Textual Interaction with Python and OpenAI appeared first on Analytics

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Moving Large Language Models (LLM) into Real-World Business Applications

Unite.AI

Large language models are everywhere. Every customer conversation or VC pitch involves questions about how ready LLM tech is and how it will drive future applications. I covered some patterns on this in my previous post. Here I will talk about some real-world patterns for an application in the pharma industry that Persistent Systems worked on. Large Language Models and Core Strengths LLMs are good at understanding language, that’s their forte.

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AI is going to eliminate way more jobs than anyone realizes

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A tidal wave is about to crash into the global economy. The rise of artificial intelligence has captured our imagination for decades, in whimsical movies and sober academic texts.

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Deploying LLM Chat Applications with Declarai, FastAPI, and Streamlit

Towards AI

Last Updated on August 19, 2023 by Editorial Team Author(s): Matan Kleyman Originally published on Towards AI. Screenshot | Taken By The Author | All rights reserved In October 2022, when I began experimenting with Large Language Models (LLMs), my initial inclination was to explore text completions, classifications, NER, and other NLP-related areas.

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How To Get Promoted In Product Management

Speaker: John Mansour

If you're looking to advance your career in product management, there are more options than just climbing the management ladder. Join our upcoming webinar to learn about highly rewarding career paths that don't involve management responsibilities. We'll cover both career tracks and provide tips on how to position yourself for success in the one that's right for you.

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Is Data Science Hard? Know the Reality

Analytics Vidhya

The demand for proficient data scientists has been rising in the last few years, but the landscape has transformed with AI. The emphasis has shifted from routine tasks to more complex roles. A solid grasp of the latest data science advancements is now essential for a promising career. Is data science hard? While no learning […] The post Is Data Science Hard?

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Rise of AI marks the "first time in history where we stop being monkeys" says Arturo Tedeschi

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Designing using artificial intelligence represents a fundamentally new form of creativity that is tantamount to an evolution of our species, AI-specialist architect and designer Arturo Tedeschi tells Dezeen in this interview.

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Using LangChain and ChatGPT to Explain Python Code

Towards AI

Last Updated on August 19, 2023 by Editorial Team Author(s): Eugenia Anello Originally published on Towards AI. A LangChain tutorial for beginners and experts who want to document code This member-only story is on us. Upgrade to access all of Medium. Photo by Unsplash+ on Unsplash Are you tired of trying to understand the code of your colleagues? It’s time-consuming to look on other websites for interpreting some unknown Python methods, and you would prefer an automatic solution.

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Enhancing NLP Pipelines with spaCy

Analytics Vidhya

Introduction spaCy is a Python library for Natural Language Processing (NLP). NLP pipelines with spaCy are free and open source. Developers use it to create information extraction and natural language comprehension systems, as in Cython. Use the tool for production, boasting a concise and user-friendly API. If you work with a lot of text, you’ll […] The post Enhancing NLP Pipelines with spaCy appeared first on Analytics Vidhya.

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Generative AI Can Change the World – But Only if Data Infrastructure Keeps Up

Unite.AI

Despite the buzz surrounding Generative AI , most industry experts have yet to address a significant question: Is there an infrastructural platform that can support this technology long-term, and if so, will it be sufficiently sustainable to support the radical innovations Generative AI promises? Generative AI tools have already built quite a reputation, with their ability to write well-synthesized text at the click of a button – tasks that might otherwise require hours, days, weeks, or months t

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Navigating the Future: Generative AI, Application Analytics, and Data

Generative AI is upending the way product developers & end-users alike are interacting with data. Despite the potential of AI, many are left with questions about the future of product development: How will AI impact my business and contribute to its success? What can product managers and developers expect in the future with the widespread adoption of AI?

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Communication using thought alone? Unbabel unveils AI project to give us superhuman capabilities

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Sitting in a meeting room in a startup office in Lisbon, I silently typed the answer to a question only the person opposite would know the answer to. What kind of coffee had I asked for when I’d arrived at the office?

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Platypus: Dataset Curation and Adapters for Better Large Language Models

Towards AI

Last Updated on August 18, 2023 by Editorial Team Author(s): Benjamin Marie Originally published on Towards AI. Achieve low-cost state-of-the-art on your target tasks This member-only story is on us. Upgrade to access all of Medium. Image by the Author — Made from Pixabay illustrations (1 and 2) Meta’s Llama 2 was released one month ago and many are working on fine-tuning it for specific tasks.

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Hackers Expose AI Vulnerabilities with Mischievous Tricks at DEF CON

Analytics Vidhya

In a captivating clash of wit & technology, hackers test AI algorithms at the DEF CON hacking conference in Las Vegas. With mischievous tricks up their sleeves, they aim to uncover flaws and biases in large language models (LLMs) developed by industry giants like Google, Meta Platforms, and OpenAI. This unprecedented contest, backed by the […] The post Hackers Expose AI Vulnerabilities with Mischievous Tricks at DEF CON appeared first on Analytics Vidhya.

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Jasper AI vs Copy AI: Which AI Writing Tool is Best?

Unite.AI

In today's world, the power of artificial intelligence has revolutionized how we live and work. AI writing tools are becoming increasingly popular as businesses and bloggers recognize their potential to save time and increase productivity to enhance their content. Jasper AI and Copy AI are two of the most popular AI writing tools. Both tools promise to enhance the writing experience by providing quick, efficient, and accurate content creation.

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Peak Performance: Continuous Testing & Evaluation of LLM-Based Applications

Speaker: Aarushi Kansal, AI Leader & Author and Tony Karrer, Founder & CTO at Aggregage

Software leaders who are building applications based on Large Language Models (LLMs) often find it a challenge to achieve reliability. It’s no surprise given the non-deterministic nature of LLMs. To effectively create reliable LLM-based (often with RAG) applications, extensive testing and evaluation processes are crucial. This often ends up involving meticulous adjustments to prompts.

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‘Don’t Put Your Head in the Sand’: Stars Are Quietly Inking Deals to License Their AI Doubles

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In 2008, while working with Will Smith on the set of a film that never ended up getting made, Remington Scott had an epiphany. The visual effects director was watching Smith stand in a photogrammetry booth, with dozens of cameras capturing the actor’s facial features from every possible angle. “.

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Metas New Text-to-Image Model — CM3leon Paper explained

Towards AI

Last Updated on August 19, 2023 by Editorial Team Author(s): Boris Meinardus Originally published on Towards AI. The new SOTA and highly efficient Text-to-Image(-to-Text!) model. Source: Composition: Author, Image: [1] Meta recently released its new state-of-the-art text-to-image model, called CM3Leon [1], that is NOT based on diffusion like Stable-Diffusion [2], Midjourney, or DALLE [3].

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Swin Transformers | Modern Computer Vision Tasks

Analytics Vidhya

Introduction The Swin Transformer is a significant innovation in the field of vision transformers. Transformers‘ exceptional performance has been demonstrated in various tasks. Among these transformers, the Swin Transformer stands out as the backbone of computer vision, providing unparalleled flexibility and scalability to meet the demands of modern deep-learning models.

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AI Hate Speech Detection to Combat Stereotyping & Disinformation

Unite.AI

Today, the internet is the lifeblood of global communication and connection. However, with this unprecedented online connectivity, we also witness the dark side of human behavior, i.e., hate speech, stereotyping, and harmful content. These issues have permeated social media, online forums, and other virtual spaces, inflicting lasting damage on individuals and society.

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How to Improve Email Deliverability and Optimize Each Send

Learn how to optimize email deliverability and drive greater email ROI. What lands your email in the customer’s inbox? Understanding those factors, otherwise known as email deliverability, is critical to getting the most return on your campaign investments. But the “rules” around which factors land you in the spam folder aren’t always easy to keep up with.

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How LLMs could benefit from a decades’ long symbolic AI project

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One of the main barriers to putting large language models (LLMs) to use in practical applications is their unpredictability, lack of reasoning and uninterpretability. Without being able to address these challenges, LLMs will not be trustworthy tools in critical settings.

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Fostering Ethical Interactions Between Humanity and Advanced Artificial Intelligence

ODSC - Open Data Science

The rapid advance of AI technology is redefining the landscape of human-machine interaction. With AI systems becoming increasingly autonomous and sophisticated, it is essential to foster an environment that promotes mutual respect, coexistence, and understanding. At the heart of this shift must be compassion — a foundational human trait that should guide our interactions with artificial entities.

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Microsoft Azure Launches ChatGPT for Enterprise AI

Analytics Vidhya

Microsoft Azure is taking a giant leap forward in enterprise AI by introducing ChatGPT, now available for preview in Azure OpenAI Service. This groundbreaking advancement allows businesses to run ChatGPT within their network, enhancing work experiences, boosting productivity, and providing a range of powerful capabilities. Here’s a closer look at how Microsoft Azure ChatGPT transforms […] The post Microsoft Azure Launches ChatGPT for Enterprise AI appeared first on Analytics Vidhya.

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Ethical Considerations of Using AI for Academic Purposes

Unite.AI

AI-driven services are revolutionizing numerous sectors, and academia is no exception. But as with any groundbreaking technology, there are ethical considerations to ponder. Why is this discussion vital? Because our approach to education shapes future generations. What are AI-driven essay services? At its core, an AI-driven essay service leverages artificial intelligence to craft, enhance, or check essays.

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Understanding User Needs and Satisfying Them

Speaker: Scott Sehlhorst

We know we want to create products which our customers find to be valuable. Whether we label it as customer-centric or product-led depends on how long we've been doing product management. There are three challenges we face when doing this. The obvious challenge is figuring out what our users need; the non-obvious challenges are in creating a shared understanding of those needs and in sensing if what we're doing is meeting those needs.

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Meta’s Next AI Attack on OpenAI: Free Code-Generating Software

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Meta Platforms is preparing to launch software to help developers automatically generate programming code, a challenge to proprietary software from OpenAI, Google and others, according to two people with direct knowledge of the product.

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How I Built A Video Recommendation System Using Large Language Models and Vector Database

Towards AI

Last Updated on August 19, 2023 by Editorial Team Author(s): Zoumana Keita Originally published on Towards AI. Leverage large language models, state-of-the-art text and speech analytics tools, and vector databases to build an end-to-end audio recommendation solution. This member-only story is on us. Upgrade to access all of Medium. Our generation is lucky to have streaming services of any kind at our disposal, from audio to video content.

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OpenAI Takes Over Global Illumination; Celebrates First Company Acquisition

Analytics Vidhya

In a move causing ripples across the tech world, OpenAI, the pioneering force in artificial intelligence, has made its inaugural leap into the world of acquisitions. The spotlight shines bright on OpenAI as it acquires digital products company Global Illumination, marking its first known venture into company ownership. Buckle up as we delve into the […] The post OpenAI Takes Over Global Illumination; Celebrates First Company Acquisition appeared first on Analytics Vidhya.

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OpenAI Faces a Nearly 20% Traffic Drop in 3 Months

Unite.AI

OpenAI , a prominent entity in the world of artificial intelligence (AI), has experienced a notable decrease in web traffic in the span of just three months. The organization's monthly visitor count went from a staggering 959.5 million to 780.1 million, representing an 18.7% decline. Such data underscores the volatile nature of online traffic, and it showcases that even AI giants that are backed by Microsoft are not immune to a steep drop in traffic.

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How Embedded Analytics Gets You to Market Faster with a SAAS Offering

Start-ups & SMBs launching products quickly must bundle dashboards, reports, & self-service analytics into apps. Customers expect rapid value from your product (time-to-value), data security, and access to advanced capabilities. Traditional Business Intelligence (BI) tools can provide valuable data analysis capabilities, but they have a barrier to entry that can stop small and midsize businesses from capitalizing on them.

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Complexity Theory’s 50-Year Journey to the Limits of Knowledge

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How hard is it to prove that problems are hard to solve? Meta-complexity theorists have been asking questions like this for decades. A string of recent results has started to deliver answers.

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This AI Research from UCLA Indicates Large Language Models (such as GPT-3) have Acquired an Emergent Ability to Find Zero-Shot Solutions to a Broad Range of Analogy Problems

Marktechpost

Analogical reasoning serves as the cornerstone of human intelligence and ingenuity. When faced with an unfamiliar challenge, individuals frequently devise viable solutions by methodically comparing them to a more recognizable scenario. This approach plays a key role in how humans think across various activities, from solving everyday issues to fostering creative concepts and pushing the boundaries of scientific discovery.

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Top 10 AI QR Code Generator in 2023

Analytics Vidhya

QR codes have widespread popularity, particularly for their convenience in payments. Beyond their financial applications, QR codes have evolved to encompass diverse data types. Technological progress has enabled the customization of these codes, transforming the once mundane black-and-white arrangement of dots into visually appealing designs inspired by various patterns and images.

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