Applied AI Software Engineering: RAG

汙Plus: OpenAI unveils GPT-4o and new voice capabilities

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Hey folks! Lets get into Big Data and AI craziness

In today's edition:

  • Meta developing AI-powered Camerabuds

  • Google teases new camera-powered AI feature one day ahead of I/O

  • Google DeepMind's indestructible robot hand?

  • Google 3D calls coming in 2025

  • AI Tutorial:Create a website in seconds with AI

  • AI Tools and Data Tools to checkout

Is a career in data analysis a good choice? Yes. Data analysis is a good career choice. Every day the amount of data that is created, copied, captured, and consumed keeps increasing rapidly. That is why the need for people to process data will also keep increasing.

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Retrieval-Augmented Generation (RAG) is a common building block of AI software engineering. A deep dive into what it is, its limitations, and some alternative use cases.

A common cause of data breaches and account hijacking is customers using weak or common passwords. One way to mitigate this risk is to inform new users about the strength of their passwords as they create them.

These skills includes both new and old but essentials skills like prompt engineering, coding, cloud computing realms, system design, and Python, these skills are in-demand and essential skills for any software developers.

But as much as we love PostgreSQL at OtterTune, certain aspects of it are not great. So instead of writing yet another blog article like everyone else touting the awesomeness of everyones favorite elephant-themed DBMS, we want to discuss the one major thing that sucks: how PostgreSQL implements multi-version concurrency control (MVCC).

A new research paper titled KAN: KolmogorovArnold Network has stirred excitement in the Machine Learning community. It presents a fresh perspective on Neural Networks and suggests a possible alternative to Multi-Layer Perceptrons (MLPs), a cornerstone of current Machine Learning.

Data Tools, Libraries

Tidier.jl is a data analysis package inspired by R's tidyverse and crafted specifically for Julia. Tidier.jl is a meta-package in that its functionality comes from a series of smaller packages.

Magika (GitHub Repo)

Magika is an AI-powered file type detection tool. It uses a custom Keras model that only weighs around 1MB to enable precise file identification within milliseconds when running on a single CPU.

LLRT
LLRT (Low Latency Runtime) is an experimental, lightweight JavaScript runtime designed to address the growing demand for fast and efficient Serverless applications.

inox
Inox is single-binary platform that will contain all you need to develop, test, and deploy web apps that are primarily rendered server-side. Applications are developped using Inoxlang, a sandboxed programming language that deeply integrates with several components.

AI News:

OpenAI launched GPT-4o. Its a new multimodal AI model that processes audio, vision, text, and video in real-time. You can watch OpenAIs full demo here.

The new model:

  • GPT-4o provides improved performance across text, vision, audio, coding, and non-English generations, smashing GPT-4Ts performance.

  • The new model is 50% cheaper to use, has 5x higher rate limits than GPT-4T, and boasts 2x the generation speed of previous models.

  • The new model was also revealed to be the mysterious im-also-a-good-gpt2-chatbot found in the Lmsys Arena last week.

Free for everyone:

  • GPT-4o, GPTs, and features like memory and data analysis are now available to all users, bringing advanced capabilities to the free tier for the first time.

  • The GPT-4o model is currently rolling out to all users in ChatGPT and via the API, with the new voice capabilities expected to arrive over the coming weeks

Meta is reportedly in the early stages of developing AI-powered earphones, known internally as "Camerabuds, aiming to compete with OpenAI and Apple as tech giants rush to infuse AI into wearable devices.

Google is teasing an intriguing new AI feature one day ahead of its I/O developer conference. The company shared a brief video on X that appears to show a new camera-powered AI feature thats able to recognize whats in the frame in real time.

Google DeepMind is testing a highly durable robot hand designed to withstand extreme damage during the AI training process.This latest robotic hand developed by the UK-based Shadow Robot Company can go from fully open to closed within 500 milliseconds and perform a fingertip pinch with up to 10 newtons of force.

Google kicked off its flagship developer conference (Google I/O 2024) with news that Project Starlinea video call system that makes remote interactions as natural as face-to-face conversationswill land next year (first announced at Google I/O 2021).

AI Tutorial

Create a website in seconds with AI

The Rundown: Gammas free AI website builder helps users create websites in seconds by simply describing what they want no coding skills required.

Step-by-step:

  1. Head over to Gamma and sign up for free.

  2. On the left-hand menu, select Sites and then press Create Site

  3. Youll be directed to a menu where you can either choose a given prompt or describe your website in detail.

  4. Pick your theme, edit it as much as you want with its no-code interface, and hit Publish.

Hot tip: Gamma can also generate images for your website!

Top AI tools to increase productivity:

  1. Free AI Writing Assistant helps you generate creative content on-the-spot, across your favorite tools.

  2. Interview Hammer listens to your Zoom, Google Meet, and Teams calls, delivering instant answers and insights.

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A.I. Generated Image of the Day

Cutlass College of Oceanic Oddities and Pirate Prowess 氯儭(source)

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