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- The evolution of Modern RAG Architectures 🤖
The evolution of Modern RAG Architectures 🤖
🦾Plus: 🔥 ElevenLabs launched Eleven v3
Hey folks! Let’s get into Big Data and AI craziness…
In today's edition: What's Shaping the Future of Data?
🧠Why Chatbots should be a part of your Big Data plan
🧪 How much do language models memorize?
⚡️Secure your AI agents with Meta’s Open-Source Framework
🛠️Amazon Aurora DSQL
🤖Google starts testing ‘Search Live' in AI Mode
🔥Perplexity received 780 million queries last month
💡 AI Tutorial:How to translate any video into multiple languages
🤖 AI Tools and Data Tools to checkout
Naive RAG has emerged almost at the same time as the LLMs have become mainstream with introduction of ChatGPT at the end of 2022. The Retrieval Augmented Generation technique was brought to life in order to solve for issues that native LLMs faced. In short:
56% of workers say scheduling a meeting is the only way to get information. With Jira, use AI to automatically add work from Slack, create subtasks, or attach relevant resources. So instead of scheduling a meeting, check the status in Jira. Easy.
In the past, if people wanted something done, they had to do it on their own. This is why acquiring new knowledge is a necessity. These days, however, almost everything can be done with a click of a button – all thanks to big data.
We propose a new method for estimating how much a model ``knows'' about a datapoint and use it to measure the capacity of modern language models. Prior studies of language model memorization have struggled to disentangle memorization from generalization. We formally separate memorization into two components
LlamaFirewall is an open-source tool by Meta that protects AI agents from security risks. It blocks jailbreaks, checks agent reasoning, and scans for unsafe code, helping you enforce safety rules in real time.
Amazon has recently announced the general availability of Amazon Aurora DSQL, a PostgreSQL-compatible, serverless, and distributed database. The new managed service is designed to support active-active high availability and multi-region strong consistency.
Through Squarespace’s 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 brand’s goals, name, and personality. It’s AI speed, with Squarespace’s 20+ years of design expertise in website building.
👨💻 Data Tools, Libraries
migrate-ai
A CLI tool designed to assist in migrating code from various frameworks and languages, such as Vue 2 to Vue 3 or JavaScript to TypeScript. It uses OpenAI to help perform these migrations and includes features for formatting code and managing configurations.
lsp-ai
An open-source language server that serves as a backend for AI-powered functionality, designed to assist and empower software engineers, not replace them.
Omakub
Opinionated Ubuntu Setup.
AI News:
OpenAI published a June 2025 report outlining efforts to detect and stop harmful uses of AI. It backs “common-sense rules” to keep AI aligned & safe. Read full report.
This guide is your go-to resource for streamlining payments, improving cash flow, and keeping your business running smoothly.
What’s inside:
✔️ An actionable 8-step framework to create a seamless payment process
✔️ Expert strategies to reduce late payments and enhance your professional image
A well-structured payment system leads to smoother operations, happier clients, and long-term financial success.
ElevenLabs launched Eleven v3, a new text-to-speech preview model featuring emotional audio tags, multi-speaker dialogue, and support for 70+ languages.
Volvo is introducing a new AI-powered seatbelt, which accounts for a passenger’s size, seating position, and vehicle speed and direction to customize protection.
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Google has started tests of its AI Mode's new 'Search Live' experience, which lets users have real-time conversations with Google. The feature can answer questions while surfacing the sites used to inform the answer. It may ask clarifying questions to refine queries, and users can ask follow-up questions.
Perplexity received 780 million queries in May, CEO Aravind Srinivas shared onstage at Bloomberg’s Tech Summit on Thursday. Srinivas said that the AI search engine is seeing more than 20% growth month-over-month. The AI search engine is seeing more than 20% growth month-over-month.
Whether you’re looking to change careers or just learn something new, Codecademy can help. With over 600 interactive courses, plus portfolio projects and industry certification prep, you'll get hands-on experience using in-demand tech skills. Big Data News Weekly readers can use code SKILLUP15 to save 15% on a year of Codecademy Pro.
AI Tutorial
🌍 How to translate any video into multiple languages
In this tutorial, you will learn how to use HeyGen’s AI video translation feature to automatically translate your videos into different languages while preserving the original speaker's voice and lip-sync.
Step-by-step:
Go to HeyGen’s website and select “Translate a Video” from the dashboard
Upload your video file or paste a YouTube/Google Drive URL
Choose your source and target languages, then click "Advanced" to configure settings like dynamic duration, captions, voice enhancement, and background music removal
Click “Generate” to obtain your multilingual video
With car insurance premiums projected to reach a record $2,101 annually in 2025, it's more important than ever to make sure you're not overpaying. In fact, switching car insurance providers could save drivers over $1,300 a year, according to a 2024 survey.
🔥Top AI tools to increase productivity:
Trolly AI: Revolutionizing SEO Content Creation with Advanced AI Technology.
Alice - A native app that offers fast and reliable experience with models (OpenAI, Perplexity, Claude and more)
Linktopia - Community link-building for bloggers, entrepreneurs and startup brands to grow
VerifactAI is an AI fact-checking tool that allows you to fact-check your articles within a minute.
Undress AI Tool is a website that offers a deepnude application, allowing users to create modified images
Screenloop is the ultimate Talent Operations Platform, seamlessly integrating a next-gen ATS
Postlyy - All in one platform to create, schedule, and analyze content on X and LinkedIn
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
👀 Nebula Station AE
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