UNDERCODE NEWS’ Post

Generative AI is revolutionizing the way we build apps, but how do you ensure users only see what they’re authorized to see? 🔒 Developer Advocate Jessica Temporal dives into Retrieval-Augmented Generation (RAG) and how fine-grained access control keeps sensitive data secure. 👉 https://lnkd.in/dDRrQJdF

If you are building GenAI apps you are likely doing Retrieval Augmented Generation (RAG). And if you are, you need to ensure access control is propertly implemented. Read more about it in this post

Today, Google DeepMind open-sourced our watermarking tool for text - SynthID! SynthID for text has allowed us to identify content generated by our own Gemini App and web experience. Now, other developers will be able to use this tool to identify text outputs from their own LLMs - an important step forward for developing more reliable AI identification tools and getting more people using this technology. https://lnkd.in/eampYJDg

Building a RAG application has never been easier! In this video, I'll cover how you can use watsonx Flows Engine to build your own AI applications using a CLI and an SDK. We will be building a question and answer app using a technique called RAG - Retrieval Augmented Generation. RAG utilizes a vector database filled with your data to make an LLM context-aware, enhancing its ability to answer questions effectively. 🎦 Full video: https://lnkd.in/eeU6XDuK #AI #watsonx #RAG #ArtificialIntelligence

🔥Exciting news! We've just launched Briefy's online summarizer!🌍 Now you can not only use the Briefy add-on while browsing websites but also directly summarize any content on Briefy's online platform! 📧 What's even better? All the existing features can be used on the summarizer, allowing for a seamless experience.🙋 And the best part? Now you can easily summarize materials that are not on websites too!🔥 Embrace effortless summarization on the go! Try it out now and revolutionize how you digest information.🚀 #AI #Briefy #producthunt https://lnkd.in/g_5DGD_6

BlinkShot AI generates images in a fraction of a second. So fast that it changes as you type words: No account is needed to start generating images. BlinkShot is ad-free, censorship-free, and has no hidden paywalls. Plus, it's 100% free to use. With BlinkShot, you just type in a description of the image you want to generate. Once ready, you can download it or share it directly from your browser. BlinkShot is also an open-source project, powered by Flux. This means it's constantly evolving and improving, thanks to a community of developers. ♻️ Repost this if you think it's the future. PS: This post is written by Ruben's AI. Get your $10 off EasyGen by: 1. Clicking on "Visit my website" at the top. 2. Using the code "AXELLE" at the checkout.

Is this a real generator of images or just an innovative image search engine?

Thanks Jessica Temporal for the deep dive on how to use OpenAI, Okta FGA (or OpenFGA) for RAG use cases!

#Topics Google's best Gemini demo was faked [ad_1] Google’s new Gemini AI model is getting a mixed reception after its big debut yesterday, but users may have less confidence in the company’s tech or integrity after finding out that the most impressive demo of Gemini was pretty much faked. A video called “Hands-on with Gemini: Interacting with multimodal AI” hit a million views over the last day, and it’s not hard to see why. The impressive demo “highlights some of our favorite interactions with Gemini,” showing how the multimodal model (that is, it understands and mixes language and visual understanding) can be flexible and responsive to a variety of inputs. To begin with, it narrates an evolving sketch of a duck from a squiggle to a completed drawing, which it says is an unrealistic color, then evinces surprise (“What the quack!”) when seeing a toy blue duck. It then responds to various voice queries about that toy, then the demo moves on to other show-off moves, like tracking a ball in a cup-switching game, recognizing shadow puppet gestures, reordering sketches of planets, and so on. It’s all very responsive, too, though the video does caution that “latency has been reduced and Gemini outputs have been shortened.” So they skip a hesitation here and an overlo...

🌟 Gemini 2.0 is a monumental leap in the evolution of AI systems! Google’s focus on speed, multimodality, and intelligent automation is setting new standards for what AI can achieve across industries. 🚀 📌 Agentic AI in Action: Project Astra: The ability to interpret mixed languages and integrate map-based and visual information is a game-changer for real-time applications like navigation and augmented reality. The seamless integration into wearables like eyeglasses is particularly exciting for accessibility and on-the-go productivity. 🌍🕶️ Project Mariner: Automating web navigation tasks like online shopping demonstrates the practical potential of AI to simplify everyday workflows. Coupled with Gemini 2.0’s advanced reasoning, it’s a tool poised to redefine how we interact with the web. 🌐🛍️ 💡 What Stands Out in Gemini 2.0: 1️⃣ Twice the Speed: With Gemini Flash 2.0, developers can achieve real-time performance in applications that demand quick responses. Lightning-fast computation is a win for industries like healthcare, finance, and gaming. ⚡ 2️⃣ Multimodal Versatility: Supporting text, image, and video makes this a universal tool across sectors, from media analysis to enterprise solutions. 📄📷🎥 3️⃣ Advanced Expertise: The focus on coding, reasoning, and math solves key bottlenecks for technical teams, making Gemini 2.0 an indispensable ally for developers and data scientists. 🧑💻🔍 ✨ Why This Matters: Gemini 2.0 isn’t just about incremental improvements—it represents a transformative shift in how AI can be used to empower innovation, automate complex tasks, and create smarter, more adaptive systems. The proprietary video streaming feature is particularly intriguing for real-time applications in industries like surveillance, education, and entertainment. 🎯 🙌 Excited to see what’s next! Gemini 2.0 is a testament to the rapid advancements in AI and its potential to redefine how we work and live. Looking forward to exploring its applications in coding, automation, and beyond. What do you think about the possibilities of AI agents like Astra and Mariner? Let’s discuss how these innovations can shape the future! 💬 #AI #Gemini2 #AgenticAI #Innovation #MachineLearning #GenerativeAI #FutureOfWork #TechTransformation