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- š§ RAG using Google DeepMind's Gemma 3
š§ RAG using Google DeepMind's Gemma 3
š¦¾Plus: Unitree's R1 humanoid robot drops at just $6K

Hey folks! Letās get into Big Data and AI crazinessā¦
In today's edition: What's Shaping the Future of Data?
š 7 Real-World Big Data Use Cases
š Recreate that viral NYTimes chart using R
āļøUnlocking DevOps with RisingWave and GitHub Webhooks
š Dive into Vector Indices via the FES Theorem
š¤ Samsung eyes smartphone lead with new AI partnerships
š§ Figmaās AI app building tool is now available
š” AI Tutorial:Turns your docs into podcasts with AI hosts on your phone
š¤ AI Tools and Data Tools to checkout

Google has released Gemma 3 which is one of the most powerful LLM that one can run on a single GPU, has comparable performance with DeepSeek R1 at a much smaller size. In this studio we are building a completely self-hosted "Chat with your Docs" RAG application using Gemma 3, served locally through Ollama.
Veterinarians nationwide reported that corporate managers pushed clinics to focus on profit, with vets often paid based on revenue. This encouraged them to see more pets, order more tests, and upsell services, creating a growing burden for uninsured pet owners. Pet insurance could help you offset some of these rising costs, with some providing up to 90% reimbursement. View Moneyās top pet insurance picks to see plans starting at only $10/month.

Companies have rapidly increased their adoption of big data analytics techniques, so that hey can manage and analyze large data sets in real time. Utilizing these insights, they can understand patterns, associations, and trends related to consumer behavior and interactions.
Want to level up your data visualization skills? In this tutorial, I walk through how to use R to recreate a chart originally published by The New York Timesā¦

You can build live DevOps dashboards, create sophisticated security policies, and get an immediate, data-driven understanding of your entire development lifecycle.This article will show you how to connect these two powerful tools and explore the transformative applications this integration unlocks for DevOps, project management, and security.

Vectors, which are high-dimensional embeddings of objects, such as text documents or images, are used in a wide range of modern LLM-based/agentic applications. Vector indices, which quickly find a set of vectors that are similar to each other are becoming a core part of many modern data systemsā¦
Through Squarespaceās cutting-edge features that combine automation, design presets, creative guidance, and generative AI, Design Intelligence makes it easy to build a beautiful and impactful website. With just a few pieces of information, Blueprint AI generates an entire website customized based off your brandās goals, name, and personality. Itās AI speed, with Squarespaceās 20+ years of design expertise in website building.
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ugrep-indexer
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pixi
pixi is a cross-platform, multi-language package manager and workflow tool build on the shoulders of the conda ecosystem. pixi supports Python, R, C/C++, Rust, Ruby, and many other languages.
AI News:

As its main smartphone rival Apple struggles with its AI efforts, Samsung is looking to grab the initiative. The Korean tech giant is reportedly in talks with OpenAI and Perplexity to bring new AI features to future Galaxy phones, moving beyond its current partnership with Googleās Gemini.
Big companies charge THOUSANDS for hearing aidsābut guess what? You donāt have to pay that much! Oricle Hearing gives you crystal-clear sound, wireless charging, and all-day battery life for under $100! No doctor visits, no crazy pricesājust amazing hearing at an unbeatable deal. Over 150,000 happy customers are already loving their new way of hearing. Donāt let overpriced hearing aids hold you backāorder yours today!

Figmaās AI-powered app builder, Figma Make, has officially launched for all users, moving beyond its beta limited to Full Seat subscribers. The tool lets designers prototype apps with natural language prompts, similar to GitHub Copilot, but uniquely accepts design references, images or Figma files, to shape the final output

Unitree revealed the R1, a nimble humanoid robot priced at just $5,900 (one of the cheapest on the market). Weighing 25kg with 26 joints, it can cartwheel, run, punch, and even stand up on its own, as shown in a demo. The R1 is far more affordable than Unitreeās previous models (the G1 starts at $13,600, and the H1 at $89,000).
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Dynamics Lab recently introduced Mirage, the first real-time generative game engine. It lets players create and modify entire game worlds on the fly using natural language, keyboard, or controller inputs. Two playable demos are already out: Urban Chaos (a GTA-style game) and Coastal Drift (a Forza Horizon-style racer), both fully generated by AI.
šØāš¼ Meta Announced its Chief Scientist of AI Unit

Former OpenAI researcher Shengjia Zhao will lead research efforts at Metaās new AI unit, Meta Superintelligence Labs (MSL), according to Mark Zuckerberg today. Zhao contributed to several of OpenAIās largest launches including ChatGPT, GPT-4, and o1, the companyās first AI reasoning model.
The Aviron Victory makes it easier to stay consistent, even during busy, sun-filled days. With science-backed, gamified workouts and endless entertainment options, it fits your life and keeps you moving. Explore scenic routes, compete in games, or stream your favorite shows ā all from home. Avironās July 4 sale is on now plus you get an extra $50 off with code VICTORY50 at avironactive.com.
AI Tutorial
Turns your docs into podcasts with AI hosts on your phone

Googleās Gemini app now lets users generate and play AI-powered, podcast-style summaries of documents directly within the app on both Android and iOS.
Uploading a document or slide deck to Gemini on the mobile app (or the web) now triggers a āGenerate Audio Overviewā option.
After generating an Audio Overview, you can find the audio file in your chat or notification history.
Tap on the Audio Overview. Instead of redirecting you to a browser, the Gemini app now opens a dedicated audio player interface.
You can use the built-in controls to play, pause, rewind, or skip forward in 10-second increments, and adjust playback speed using the controls on the left side of the player.
Download the audio file directly from the player if you want offline access or prefer to listen later.
The AI podcast draws out key points, summarizes content, and explores connections between topicsāproviding a richer understanding than a simple text summary.
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What the Product is a Chrome extension Simplify your product research with key insights
AI Undetect is a platform that provides free AI detection and humanization of AI text
iAsk.Ai is an advanced, free AI search engine that allows users to ask questions and receive instant, answers
COUNT is an AI-driven accounting software that simplifies accounting
Ai colors - AI-powered color palette generator.
Notta is an AI-based voice-to-text transcription service that supports 104 languages, providing high accuracy
View our database of all the best AI tools for your needs: aitoolsup.com
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A.I. Generated Image of the Day
š ancient Kingdom of Numidia

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