- Big Data News Weekly
- Posts
- 🚀 Redis 8.0-M01 released – One Redis for every use case
🚀 Redis 8.0-M01 released – One Redis for every use case
🦾Plus: Ai2's new Molmo open source AI models beat GPT-4o, Claude
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Hey folks! Let’s get into Big Data and AI craziness…
In today's edition: What's Shaping the Future of Data?
🐘PostgreSQL 17 Released!
📘 Download 'ML System Design: 300 Case Studies & 40 ML Platforms'
🔑 Netflix’s Key-Value Data Abstraction Layer
🧠 Airtable unveils AI platform that transforms business workflows
🦾 The Best Open Source AI Model Yet?
▶️ YouTube support added to NotebookLM
💡 AI Tutorial:Find viral clips with Canva’s ‘Highlights’
🤖 AI Tools and Data Tools to checkout
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PostgreSQL 17 improves on performance and scalability while adapting to emergent data access and storage patterns. It adds significant overall performance gains, including an overhauled memory management implementation for vacuum, optimizations to storage access and improvements for high concurrency workloads, speedups in bulk loading and exports, and query execution improvements for indexes.
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Supervised Fine-Tuning Data
Human Preference Optimization (e.g. RLHF)
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Data Collection, Creation, & Annotation
Prompt Engineering
With 5,000+ in-house SMEs and expansion and localization supported across 85+ languages, Innodata drives AI initiatives for enterprises globally.
Unlock a treasure trove of insights with 300 real-world case studies from 80+ companies, delving into practical ML use cases and lessons learned in designing ML systems. Ready to uncover the secrets behind how industry giants like Netflix, Airbnb, and Doordash leverage machine learning for unparalleled success? 🤖✨
In this post, we dive deep into how Netflix’s KV abstraction works, the architectural principles guiding its design, the challenges we faced in scaling diverse use cases, and the technical innovations that have allowed us to achieve the performance and reliability required by Netflix’s global operations
Redis 8 introduces seven new data structures —JSON, time series, and five probabilistic types— along with the fastest and most scalable Redis query engine to date…This release also introduces advanced capabilities like vector search, secondary indexing for full-text search, exact matching, geospatial queries, numeric data handling, and data processing
👨💻 Data Tools, Libraries
Onboard AI
Onboard lets you enter the link for any GitHub repo and turns into a subject matter expert on it. You can ask our AI chat questions to find where in the repo certain functionality is, where a specific code change should be made, and more.
Minimum Viable Secure Product
A minimum security baseline for enterprise-ready products and services
GodMode
AI Chat Browser: Fast, Full webapp access to ChatGPT / Claude / Bard / Bing / Llama2!
VisionScript
A high-level programming language for using computer vision.
stable-diffusion.cpp
Stable Diffusion in pure C/C++
AI News:
The Allen Institute for AI (Ai2) has unveiled the Multimodal Open Language Model (Molmo), a family of four open-source AI models that blend image understanding with conversational skills, set to transform AI agent development.
Airtable has launched a new AI platform aimed at helping enterprises scale AI across critical workflows, moving beyond chatbots.
Key Points:
Airtable introduces a “true enterprise-grade AI platform.”
Features include App Library for AI-powered custom apps and HyperDB for massive dataset integration.
Airtable targets workflow automation at scale with a focus on business use cases.
Google DeepMind just unveiled AlphaChip, an AI system that designs computer chips by using reinforcement learning to create superhuman chip layouts in hours rather than months.
Google just upgraded its NotebookLM tool, adding support for YouTube videos and audio files, along with easier sharing of Audio Overviews—its latest viral AI hit that turns notes, PDFs, Google Docs, and more into AI-generated podcasts.
Google is enhancing Gmail's smart replies with a Gemini-powered update, offering more personalized responses. This update, available on Android and iOS, tailors replies to better match the context of email threads.
To jump-start the new AI film ecosystem, Runway has set aside $5 million in cash and more in service credits to fund up to 100 original films. If you’re an AI-curious director, now’s your chance to get a little backing.
AI Tutorial
🎥 Find viral clips with Canva’s ‘Highlights’
Canva's ‘Highlights’ feature uses AI to automatically select the best moments from your long-form videos, saving you tedious time spent on editing and increasing the quality of your content.
Step-by-step:
Open your video in Canva's editor (requires a paid subscription).
Click "Edit video" in the top menu, then select "Highlights" from the Tools section.
Let the AI analyze your long video and generate highlight clips.
Review the suggested highlights and select the viral short clips you want to use for Instagram, TikTok, and YouTube Shorts!
🔥Top AI tools to increase productivity:
Sapien- help organizations prepare data for AI training via a consumer game that empowers labellers to work from anywhere with an internet connection.
Kafkai is an AI Writer Assistant that offers a unique and readable content generation solution.
Lex: Unlock your best writing. A natural use case for LLMs has been content creation.
Elythea is using ML to identify expecting moms at high-risk of pregnancy complications weeks in advance of delivery.
Cursor is an AI-driven code editor that accelerates software development
Alta AI provides an AI chatbot builder that integrates with Google Drive and Slack.
Eightify extracts key insights from lengthy YouTube videos.
💌 HoppyCoppy- Generate better emails and newsletters in seconds with AI
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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