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- Building AI data analyst 👨💻
Building AI data analyst 👨💻
🦾Plus: AI helps paralyzed patients control robots
Hey folks! Let’s get into Big Data and AI craziness…
In today's edition: What's Shaping the Future of Data?
💾 Database Modernization Without Losing Decades of BI
📏How big are our embeddings now, and why?
⚙️ KubriX Launches as "Out of the Box" IDP
🐼7 Pandas Tricks for Efficient Data Merging
👓 Samsung AI smart glasses
🦾 AI helps paralyzed patients control robots
💡 AI Tutorial:How to restore your old photos with NanoBanana
🤖 AI Tools and Data Tools to checkout
This article looks at what it takes to build an AI data analyst. It provides tips on how to preserve quality where it matters without blowing up response times. Text to SQL isn't enough because the task is hard for current models - systems should instead run a multi-step workflow. Context and metadata can mean the difference between the right and wrong answer.
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Legacy IT systems may have supported your business for years, but they weren’t built for today’s speed, security demands, or cloud-first strategies. As technologies evolve, outdated infrastructure becomes more than just inefficient—it becomes a blocker to growth and a risk to continuity. Below, we break down three specific reasons why modernization can’t wait.
200-300 dimension embeddings were fairly common in industry a few years ago - Qwen-3, along with many others, is already at 4,096.
A new platform named kubriX has been launched into the developer community, claiming to create a fully functional Internal Developer Platform (IDP) without extensive custom development. The platform, developed by contributors including developer advocate Artem Lajko, who has written an extensive post about it, integrates established tools such as Argo CD, Kargo, Backstage, and Keycloak into what its creators describe as a ready-to-use solution for teams seeking to implement a modern IDP.
This article uncovers seven practical Pandas tricks to speed up your data merging process, allowing you to focus more on other critical stages of your data science and machine learning workflows. Needless to say, since the Pandas library plays a starring role in the below code examples, make sure you “import pandas as pd” first!
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👨💻 Data Tools, Libraries
Ripple (GitHub Repo)
Ripple is a TypeScript UI framework that combines the best parts of React, Solid, and Svelte into one package. It was designed to be a JavaScript/TypeScript-first framework, rather than HTML-first.
LazyVim
LazyVim is a Neovim setup powered by lazy.nvim to make it easy to customize and extend your config.
axe-api
The next-generation Rest API Framework.
docker-pgautoupgrade
A PostgreSQL Docker container that automatically upgrades your database.
AI News:
Samsung is set to unveil three new devices at its third Unpacked event of the year. The event will reportedly take place on September 29 in South Korea. Samsung will unveil a tri-fold smartphone, the Project Moohan XR headset, and new AI smart glasses. It is the first time Samsung has had three Unpacked events in one calendar year.
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UCLA engineers just created a wearable brain-computer interface that uses AI to interpret EEG signals, enabling paralyzed users to control robotic arms using their thoughts without any invasive surgery. Researchers paired a custom EEG decoder with a camera-based AI to interpret a patient’s movement intent in real time.
Using OpenAI’s GPT-4o Mini, a group of researchers from the University of Pennsylvania has discovered that AI models can be manipulated into breaking their own rules, using classic psychological tactics (think flattery, peer pressure, or building trust with small requests, before going for the big ask) that work on humans, raising questions about the effectiveness of current AI safety protocols.
8 US and Indian VC and private equity firms have formed a coalition—the India Deep Tech Alliance (IDTA)—and pledged over $1B, over the next decade, to Indian tech start-ups, to strengthen US-India ties. IDTA members have committed to making long-term investments into Indian start-ups operating across key tech sectors, including semiconductors, robotics, and AI, to accelerate innovation.
Anton Osika, the CEO of rising Swewdish AI coding app, Loveable—which allows users to build apps and websites, with no coding experience—is unfazed by the rising competition of AI coding applications. Loveable, which made over $100M in ARR in just eight months, is valued at $1.8B, and has over 2.3M active users, recently released an AI agent that locates/reads files, debugs, searches the web, and generate images.
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AI Tutorial
How to restore your old photos with NanoBanana
Source: alex_prompter
Go to Google AI Studio and select ‘Nano Banana’ as your model.
Upload your old, worn out photo, and enter your prompt.
Sample Prompt: "Restore this photograph"
Within seconds you’ll get your old photo restored.
You can restore blur and faded photos and also add colors if needed.
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🔥Top AI tools to increase productivity:
Rolemantic is an innovative platform that creates personalized AI companions
AutoRFP.ai - From automating routine operations to uncovering valuable insights,
Chatsistant.com- Your ultimate Large Language Model Framework. Streamline your AI workflows with multi-agent capabilities
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WriteGo.ai - Generate research papers, essays, and articles effortlessly.
AI Humanize is a tool that transforms AI-generated text into writing that closely resembles human text
Robopic by StackForward LLC transforms your digital photography experience
airapgenerators.com - Create unique AI Raps now, free to use.
View our database of all the best AI tools for your needs: aitoolsup.com
Have cool resources to share? Submit AI tool
A.I. Generated Image of the Day
👀 Living in a world with anthropomorphic animals
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