Sun.Nov 05, 2023

article thumbnail

A New Era of Text Generation: RAG, LangChain, and Vector Databases

Analytics Vidhya

Introduction Innovative techniques continually reshape how machines understand and generate human language in the rapidly evolving landscape of natural language processing. One such groundbreaking approach is Retrieval Augmented Generation (RAG), which combines the power of generative models like GPT (Generative Pretrained Transformer) with the efficiency of vector databases and langchain.

article thumbnail

How ‘Acoustic Touch’ Technology Offers Vision Through Sound

Unite.AI

In an era where technological marvels emerge at a breathtaking pace, a remarkable breakthrough has surfaced from the labs of Australian researchers—'acoustic touch.' This pioneering technology promises to redefine the landscape of assistive devices for the visually impaired. Developed by an industrious team from the University of Technology Sydney, the University of Sydney, and the innovative minds at Sydney start-up ARIA Research, acoustic touch stands as a testament to human ingenuity and comp

professionals

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

article thumbnail

Top 50+ Geospatial Python Libraries

Analytics Vidhya

Introduction Geospatial analysis, the process of examining and interpreting data within a geographic or spatial context, is a crucial component of various fields, from urban planning and environmental science to logistics and disaster management. From data access and manipulation to advanced machine learning techniques and seamless integration with Geographic Information System (GIS) software, Python is […] The post Top 50+ Geospatial Python Libraries appeared first on Analytics Vidhya.

Python 333
article thumbnail

AI Pioneer Kai-Fu Lee Builds $1 Billion Startup in Eight Months

Flipboard

A Chinese startup founded by computer scientist Kai-Fu Lee has become a unicorn in less than eight months on the strength of a new open-source …

article thumbnail

The Ultimate Blueprint for an AI-First Contact Center

Start building the AI workforce of the future with our comprehensive guide to creating an AI-first contact center. Learn how Conversational and Generative AI can transform traditional operations into scalable, efficient, and customer-centric experiences. What is AI-First? Transition from outdated, human-first strategies to an AI-driven approach that enhances customer engagement and operational efficiency.

article thumbnail

Introduction to Embedchain – A Data Platform Tailored for LLMs

Analytics Vidhya

Introduction The introduction to tools like LangChain, and LangFlow, has made things easier when building applications with Large Language Models. Though building applications and choosing different Large Language Models has become easier, the data uploading part, where the data comes from various sources is still time-consuming for developers while developing LLM-powered applications as the developers […] The post Introduction to Embedchain – A Data Platform Tailored for LLMs appear

More Trending

article thumbnail

Imperial College London Team Develops an Artificial Intelligence Method for Few-Shot Imitation Learning: Mastering Novel Real-World Tasks with Minimal Demonstrations

Marktechpost

In the ever-evolving landscape of robotics and Artificial Intelligence, an interesting and challenging problem is how to educate robots to do jobs on completely unique objects, i.e., objects they have never seen or interacted with previously. The answer to this topic, which has long captivated researchers and scientists, is crucial to transforming robotics.

article thumbnail

ChatGPT subscribers may get a ‘GPT builder’ option soon

Flipboard

Leaked screenshots and videos show a new tool for creating and managing chatbots for OpenAI’s ChatGPT subscription plan. Just as OpenAI is preparing for its first-ever developer conference, a significant ChatGPT update has leaked.

ChatGPT 181
article thumbnail

Peeking Inside Pandora’s Box: Unveiling the Hidden Complexities of Language Model Datasets with ‘What’s in My Big Data’? (WIMBD)

Marktechpost

Machine learning relies on data as its building block. New datasets are a key factor in research and the development of innovative models since they propel advancements in the field. The training of larger models on larger datasets has resulted in a significant rise in the computing cost of AI experiments over time. Currently, some of the most influential datasets are produced by extracting text from the whole publicly accessible internet.

Big Data 133
article thumbnail

Do you trust AI to write the news? It already is – and not without issues

Flipboard

Businesses are increasingly using artificial intelligence (AI) to generate media content, including news, to engage their customers.

article thumbnail

The Intersection of AI and Sales: Personalization Without Compromise

Speaker: Jesse Hunter and Brynn Chadwick

Today’s buyers expect more than generic outreach–they want relevant, personalized interactions that address their specific needs. For sales teams managing hundreds or thousands of prospects, however, delivering this level of personalization without automation is nearly impossible. The key is integrating AI in a way that enhances customer engagement rather than making it feel robotic.

article thumbnail

Microsoft Introduces Data Formulator: A Concept-Driven Visualization Authoring Tool that Leverages an Artificial Intelligence AI Agent to Address the Data Transformation Challenge in Visualization Authoring

Marktechpost

Data visualization represents data in a graphical or pictorial format to help people understand the patterns, trends, and insights within the data. Effective data visualization plays a crucial role in data analysis. It enables data analysts to explore complex datasets, comprehend patterns, and convey meaningful insights to various stakeholders. Today, there are numerous tools for creating visual representations of data.

article thumbnail

Deepseek Coder open source AI coding assistant runs online and locally

Flipboard

If you could do with a little assistance when coding or when learning a new coding language you might be interested in a new AI coding assistant in the

AI 149
article thumbnail

Together AI Releases RedPajama v2: An Open Dataset with 30 Trillion Tokens for Training Large Language Models

Marktechpost

High-quality data are essential to the success of state-of-the-art open LLMs like Llama, Mistral, Falcon, MPT, and the RedPajama models. However, due to abnormalities emerging from the conversion of HTML to plain text, sources of generally low quality, and biases inherent in the diffusion of content on the web, this data is unrefined and not ideal for direct use in LLM training.

article thumbnail

Elon Musk Launches X’s AI Tool Grok, a ‘Rebellious’ Rival to ChatGPT That Answers ‘Spicy’ Questions

Flipboard

Elon Musk announced his latest AI offering to the world this weekend: Grok, a ChatGPT rival that’s been “designed to answer questions with a bit of …

ChatGPT 142
article thumbnail

The New CX: Your Guide to AI Agents

The guide for revolutionizing the customer experience and operational efficiency This eBook serves as your comprehensive guide to: AI Agents for your Business: Discover how AI Agents can handle high-volume, low-complexity tasks, reducing the workload on human agents while providing 24/7 multilingual support. Enhanced Customer Interaction: Learn how the combination of Conversational AI and Generative AI enables AI Agents to offer natural, contextually relevant interactions to improve customer exp

article thumbnail

Meet FANToM: A Benchmark for Stress-testing Machine Theory of Mind in Interactions

Marktechpost

In conversational AI, evaluating the Theory of Mind (ToM) through question-answering has become an essential benchmark. However, passive narratives need to improve in assessing ToM capabilities. To address this limitation, diverse questions have been designed to necessitate the same reasoning skills. These questions have revealed the limited ToM capabilities of LLMs.

LLM 127
article thumbnail

OpenAI's Upcoming Developer Conference Unveils ChatGPT Update, Featuring Advanced Chatbot Creator & Marketplace

Flipboard

Recent leaks provide a sneak peek at what's to come, revealing a fresh interface for ChatGPT and a host of innovative features.

ChatGPT 137
article thumbnail

Machine Learning Explored

Towards AI

Last Updated on November 5, 2023 by Editorial Team Author(s): Don Kaluarachchi Originally published on Towards AI. A deep dive into explainability for business leadersImage by Don Kaluarachchi (author) In this article, we are going to look into the world of machine learning explainability. We will demystify the secrets behind those decision-making algorithms that often feel like they are locked away in a black box.

article thumbnail

Testing the Potential of Using ChatGPT to Extract Data from PDFs

Flipboard

Image: Shutterstock I convert a ton of text documents like PDFs to spreadsheets. It’s tedious and expensive work.

ChatGPT 130
article thumbnail

How to Achieve High-Accuracy Results When Using LLMs

Speaker: Ben Epstein, Stealth Founder & CTO | Tony Karrer, Founder & CTO, Aggregage

When tasked with building a fundamentally new product line with deeper insights than previously achievable for a high-value client, Ben Epstein and his team faced a significant challenge: how to harness LLMs to produce consistent, high-accuracy outputs at scale. In this new session, Ben will share how he and his team engineered a system (based on proven software engineering approaches) that employs reproducible test variations (via temperature 0 and fixed seeds), and enables non-LLM evaluation m

article thumbnail

Building a GenAI CV screener at DataRobot and AWS Hackathon 2023

Towards AI

Last Updated on November 5, 2023 by Editorial Team Author(s): Euclidean AI Originally published on Towards AI. Source: [link] This article describes a solution for a generative AI resume screener that got us 3rd place at DataRobot & AWS Hackathon 2023. DataRobot & AWS Hackathon Skip to content October 25, 2023 Briefing session 1pm EST DataRobot and AWS are inviting you and your team to showcase… www.datarobot.com Tech Stack DataRobot Workbench AWS Bedrock Streamlit Solution Architecture

article thumbnail

Japan IT Week Reveals AI's Expanding Role in Business Innovation | Cryptopolitan

Flipboard

Discover Japan IT Week's spotlight on AI integration in business, including RealWear's smart glasses, custom AI solutions like Typoless and BlurOn

AI 123
article thumbnail

DB-GPT: Transforming How We Interface with Databases with Proprietary LLM Technology

Marktechpost

What is DB-GPT? To interact with your data and the world around you, DB-GPT is an experimental open-source project that employs localized GPT large models. It’s a comprehensive private large-model answer for any situation involving a database. When using DB-GPT, you can rest easy knowing your information is protected from unwanted eyes. Why is DB-GPT important?

LLM 116
article thumbnail

Covariance vs Correlation: What’s the difference?

Great Learning

In statistics, covariance and correlation are two mathematical notions. Both phrases are used to describe the relationship between two variables. This blog talks about covariance vs correlation: what’s the difference? Let’s get started! Introduction Covariance and correlation are two mathematical concepts used in statistics. Both terms are used to describe how two variables relate to … Covariance vs Correlation: What’s the difference?

article thumbnail

Zero Trust Mandate: The Realities, Requirements and Roadmap

The DHS compliance audit clock is ticking on Zero Trust. Government agencies can no longer ignore or delay their Zero Trust initiatives. During this virtual panel discussion—featuring Kelly Fuller Gordon, Founder and CEO of RisX, Chris Wild, Zero Trust subject matter expert at Zermount, Inc., and Principal of Cybersecurity Practice at Eliassen Group, Trey Gannon—you’ll gain a detailed understanding of the Federal Zero Trust mandate, its requirements, milestones, and deadlines.

article thumbnail

Google’s ‘About this Image’ Feature: A Solution to AI-Generated Misinformation

Marktechpost

In a world inundated with the proliferation of AI-generated images, a critical problem has emerged – the spread of misinformation. These remarkably realistic images, often indistinguishable from real ones, can potentially deceive the masses, causing havoc on the internet. The era of AI-generated content raises the need for a robust solution to discern the authenticity of images, protecting the digital landscape from falsehood and deceit.

Metadata 105
article thumbnail

4 Types Of Data – Nominal, Ordinal, Discrete and Continuous

Great Learning

Introduction – Importance of Data “Data is the new oil.” Today data is everywhere in every field. Whether you are a data scientist, marketer, businessman, data analyst, researcher, or you are in any other profession, you need to play or experiment with raw or structured data. This data is so important for us that it … 4 Types Of Data – Nominal, Ordinal, Discrete and Continuous Read More » The post 4 Types Of Data – Nominal, Ordinal, Discrete and Continuous appeared first

article thumbnail

Elon Musk and XAi Team Launches Grok: Artificial Intelligence’s (AI) New Frontier with Live Data and the Strongest Competitor to ChatGPT

Marktechpost

Elon Musk, the tech mogul known for his ambitious ventures into space and electric cars, is now setting his sights on the burgeoning field of artificial intelligence. His xAI team has just pulled the wraps off Grok, an AI platform that not only challenges OpenAI’s ChatGPT but also brings a novel flair to machine-learning interactions. Grok, named after the term coined in Robert Heinlein’s “Stranger in a Strange Land,” meaning to understand something so thoroughly that it

ChatGPT 103
article thumbnail

How to Start a Cyber Security Career in 2024?

Great Learning

Starting a career in cybersecurity in 2024 is like gearing up for a mission in the digital frontier – it’s thrilling, necessary, and, let’s be honest, a bit daunting. But it’s also incredibly timely. According to Cybersecurity Ventures, it’s estimated that global cybersecurity spending is expected to exceed $1 trillion cumulatively over the five years … How to Start a Cyber Security Career in 2024?

98
article thumbnail

Relevance, Reach, Revenue: How to Turn Marketing Trends From Hype to High-Impact

Speaker: Alexa Acosta, Director of Growth Marketing & B2B Marketing Leader

Marketing is evolving at breakneck speed—new tools, AI-driven automation, and changing buyer behaviors are rewriting the playbook. With so many trends competing for attention, how do you cut through the noise and focus on what truly moves the needle? In this webinar, industry expert Alexa Acosta will break down the most impactful marketing trends shaping the industry today and how to turn them into real, revenue-generating strategies.

article thumbnail

Amazon Pilots AI-Powered Image Generation Tool for Advertisers

Marktechpost

In a bid to revolutionise the way advertisers create marketing content, Amazon has embarked on a pioneering venture, integrating cutting-edge AI technology into its advertising and marketing tools. This groundbreaking development empowers advertisers to transform mundane product images and copywriting materials into captivating advertising visuals. Amazon Ads, a subsidiary of the e-commerce giant, revealed that it has initiated trials for an advertising image generation AI tool.

article thumbnail

A network approach to topic models

Flipboard

One of the main computational and scientific challenges in the modern age is to extract useful information from unstructured texts.

article thumbnail

Gone Fishin’

Robot Writers AI

RobotWritersAI.com is playing hooky. We’ll be back Nov. 13 with fresh analysis of the latest in AI-generated writing. The post Gone Fishin’ appeared first on Robot Writers AI.