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- 🚀 RAG 40x faster using binary quantization
🚀 RAG 40x faster using binary quantization
🦾Plus: 🤖 Nvidia's new AI chip for China
Hey folks! Let’s get into Big Data and AI craziness…
In today's edition:
🚀RAG 40x faster using binary quantization
🖥️JavaScript and TypeScript in Machine Learning
🔄Modularity and Composability for AI Systems
🔄Data Flywheels for LLM Applications
🤖 Trump allies draft AI order to launch ‘Manhattan Projects’
🍎 Apple’s new 7B open-source AI model
🤖 Report: The state of AI humanoids and robotics
🤖 AI Tools and Data Tools to checkout
Harnessing the vast potential of quantum computing isn’t a walk in the park. Researchers must coordinate efforts, manage resources, and keep projects on track as researchers push boundaries. This is where the top project management tools step in.
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Search the entire PubMed dataset (36 million abstracts) in < 50 milliseconds, up to 40x faster and 32x more memory efficient than current RAG search methods. This Studio shows how to speed up RAG search (40x faster, 32x more memory efficient) by leveraging binary quantization of vector embeddings (more details to follow).
How to leverage JavaScript and TypeScript in AI and ML projects, focusing on popular libraries like TensorFlow.js and Brain.js.
Modularity in software refers to decomposing a system into smaller, more manageable modules that can be independently developed and composed into a complete software system. Modularity helps us build better quality, more reliable software systems, as modules can be independently tested
Over the past few months, I have been thinking a lot about workflows to automatically and dynamically improve LLM applications using production data. This stems from our research on validating data quality in LLM pipelines and applications—which is starting to be productionized in both vertical AI applications and LLMOps companies.
👨💻 Data Tools, Libraries
Tantivy
Fast full-text search engine library written in Rust.
git-backup
git-backup is a command-line tool for backing up your Git repositories to Amazon S3 or any S3-compatible storage.
Beta9
Beta9 is an open-source platform for running scalable serverless GPU workloads across cloud providers.
entropy
Entropy is a CLI tool that will scan your codebase for high entropy lines, which are often secrets
AI News:
Nvidia is developing the B20 chip for the Chinese market, a version of its Blackwell series that complies with U.S. export restrictions. The B200, part of this series, is 30 times faster at specific tasks. Partnering with Inspur, Nvidia plans to launch the B20 chip to counter competition from Chinese firms like Huawei and Enflame.
Trump’s team is drafting an AI-focused executive order aimed at military enhancements and significant regulatory reductions. The proposal suggests creating "industry-led" agencies to evaluate AI models and secure systems, signaling a strategic pivot from previous administration policies.
OpenAI is reportedly in talks with chip designers like Broadcom to develop its own AI chip, aiming to reduce dependence on scarce and expensive GPUs from Nvidia OpenAI has already hired former Google employees who worked on Google’s tensor processing unit (Google’s AI chip).
Apple just unveiled a new 7 billion parameter open-source AI model, dubbed DCLM-7B, that outperforms Mistral 7B and closes in on other leading open models like Llama 3 and Gemma across key benchmarks.
Coatue Management, an investment firm with over $70B assets under management, has released a comprehensive report on the current state and future prospects of AI humanoids and robotics.
AI Tutorial
Create simple apps with text prompts
Here's how you can generate a fully functional web app from a single prompt in just minutes:
Visit Marblism’s website and log in. You will receive credits.
Write a text prompt describing the app you want to build. For example, you could use: "A social app like Instagram where people can post photos, comment, and like each other."
Enter the project name, type, description, and theme, then click on “Next“.
A page will appear showing the app description and the pages it will contain. Click on “Add new pages” at the bottom if you want to add a page. When you are done, click “Next“ again.
You will get AI-generated database tables, which you can edit by clicking the "Change Something" button at the bottom.
Click "Next" and wait a few minutes for your app to generate.
Click on "Launch Workspace," then "Go to Your Workspace."
Marblism will provide a basic version of the app. You can preview it, further modify it, upload mockups, or download the code.
🔥Top AI tools to increase productivity:
Law Blocks is a legal tech ecosystem, offering secure, accessible and affordable legal solutions with the help of AI
SheetMagic: Elevate Google Sheets with AI-driven content and web scraping.
StartKit.AI is a boilerplate designed to speed up the development of AI projects.
CollaborativeAI - Build custom self-hosted AI assistants using the latest models like GPT-4, GPT-3.5, Claude and Gemini.
Clarity AI is a state-of-the-art AI Image Upscaler & Enhancer that supports upscaling from 64px to 37 megapixels
HomeStage lets you upload a picture and our AI will add furniture within seconds.
ChatMaxima is a Conversational Marketing SaaS platform that revolutionizes the way businesses connect with customers
View our database of all the best AI tools for your needs: aitoolsup.com
Have cool resources to share? Submit AI tool
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