- Big Data News Weekly
- Posts
- 🤖 LLMOps for production agentic RAG
🤖 LLMOps for production agentic RAG
🦾Plus: 🛡️ Google DeepMind publishes AGI safety plan
Hey folks! Let’s get into Big Data and AI craziness…
In today's edition: What's Shaping the Future of Data?
🖥️OpenHands Coding Model that Outperforms DeepSeek R1
📈Top Machine Learning Trends to watch in 2025
🤖The Agentic Terminal That Does the Work For You
🛠️4 hands-on projects to grow as an AI Engineer
🎓 Anthropic brings Claude to higher education
📱Amazon Said to Make a Bid to Buy TikTok in the U.S.
🎬 Adobe launches AI feature to expand 4K videos
💡 AI Tutorial:How to analyze YouTube videos with Gemini
🤖 AI Tools and Data Tools to checkout
All Hands AI, the open-source version of Devin, just dropped two major releases. They've released OpenHands LM, an open-weight coding model built on the foundation of Qwen Coder 2.5 Instruct 32B, for local execution with competitive performance on real-world coding tasks. This 32B parameter model achieves an impressive 37.4% success rate on SWE-bench-verified, matching/outperforming the performance of DeepSeek R1 and the latest DeepSeek V3 which are 20x its size.
The end-to-end encrypted password manager that's taking on the Big Tech companies that sell your data. Sign up for today to Proton Pass and save, store, and autofill passwords without compromising on your online security.
Although machine learning is one part of the greater AI market, it is the most commonly implemented form of AI and growing rapidly in business. The machine learning market reached a value of about $1.41 billion in 2020 and is expected to reach $8.81 billion by 2025, according to 360 Research Reports.
Claude Code has a serious competitor. This weekend, we used Warp.dev to download a YouTube video, clip it, and caption it with Whispr AI without running a single command. This is how development should feel in 2025! Warp.dev is a reimagined terminal with a general-purpose AI agent that understands natural language and executes complex tasks autonomously.
From building WhatsApp Agents and Finetuning LLMs to messing with Vector Search. These arent’s empty-calorie, all-sugar “AI Influencer” snacks. Nah. These are protein-packed meals that’ll help you grow as a real ML / AI Engineer. Because around here, we build stuff - we don’t just repost GPT screenshots and call it thought leadership
Turn Anonymous Website Visitors Into Customers With Our AI BDR
Stop letting anonymous site traffic slip away. Our AI BDR Ava identifies individuals on your website without them providing any contact information and autonomously enrolls them into multi-channel sequences.
She operates within the Artisan platform, which consolidates every tool you need for outbound:
300M+ High-Quality B2B Prospects, including E-Commerce and Local Business Leads
Automated Lead Enrichment With 10+ Data Sources
Full Email Deliverability Management
Multi-Channel Outreach Across Email & LinkedIn
Human-Level Personalization
Convert warm leads into your next customers.
The architecture of the Second Brain AI assistant powered by RAG, LLMs and agents.
Observable agents for Second Brain assistants: agentic RAG, LLM evaluation & LLMOps. A journey where you will have the chance to learn to implement an LLM application using agents, advanced Retrieval-augmented generation (RAG), fine-tuning, LLMOps, and AI systems techniques.
👨💻 Data Tools, Libraries
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:
Anthropic launched Claude for Education, a specialized version of its AI assistant that aims to develop students' critical thinking rather than simply provide answers — introducing a new “Learning Mode” alongside major university partnerships.
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.
🌎 The Neuralink Patient Registry is now open globally!
If you have quadriplegia and are interested in exploring groundbreaking ways to control a computer using your thoughts, you can now sign up from anywhere in the world.
neuralink.com/patient-regist…— Neuralink (@neuralink)
6:00 PM • Apr 2, 2025
Neuralink is looking for patients worldwide to participate in research on its brain implant. The company has invited people with quadriplegia to sign up for its patient registry. Neuralink has implanted its device in three patients so far. The device allows people to use their thoughts to control computers.
Google DeepMind just published a massive paper detailing its safety strategy for AGI, hitting on topics including its potential arrival by 2030, the risks posed by the tech advances, and proposed approaches to combating them. The 145-page paper predicts that AGI matching top human skills could arrive by 2030, warning of existential threats “that permanently destroy humanity.”
Amazon has put in a last-minute bid to acquire TikTok. The various parties who have been involved in the talks do not appear to be taking Amazon's bid seriously. Neither company has spoken publicly about the bid. Despite multiple bids, TikTok has maintained that it is not for sale, partly because the Chinese government would block a deal.
Most hearing aids have one processor. These bad boys have two. They process speech and noise separately. What does this mean? It means speech gets clearer and crisper – more than ever before. Conversations and listening become effortless. Oh, and they’re so tiny, they’re practically invisible. No wonder over 425,000 customers love them.
Adobe announced the launch of Generative Extend in Premiere Pro, which uses AI to lengthen audio and video clips. In particular, users who work with 4K video as well as videos in both the landscape and vertical orientations will be able to extend too-short video clips to meet their required duration.
AI Tutorial
How to analyze YouTube videos with Gemini
Go to Gemini’s website and sign in.
Choose ‘Gemini 2.0 Flash Thinking Experimental’ as the model
Go to Settings > Apps > Media, and enable ‘YouTube’.
Copy the URL of the YouTube video, paste it into Gemini, and enter your prompt.
Sample Prompt: ‘Analyze this video and give me key insights and practical applications of the concepts explained. Include timestamps for easy reference [enter video URL]’
You'll receive a quick, detailed analysis of the video in just a few seconds.
Instead of trying to predict which party will win, and where to invest afterwards, why not invest in an ‘election-proof’ alternative asset? The sector is currently in a softer cycle, but over the last seven elections (1995-2023) blue-chip contemporary art has outpaced the S&P 500 by 64% even despite the recent dip, regardless of the victors, and we have conviction it will rebound to these levels long-term.
Now, thanks to Masterworks’ art investing platform, you can easily diversify into this asset class without needing millions or art expertise, alongside 65,000+ other art investors. From their 23 exits so far, Masterworks investors have realized representative annualized net returns like +17.6%, +17.8%, and +21.5% (among assets held longer than one year), even despite a recent dip in the art market.*
AI Tutorial
How to create customizable AI podcasts in minutes
Sign up on the Jellypod website to start with 1,000 free credits.
Select “Create New Podcast” and provide details such as the title, description, and type.
Click “Create New Host” to design your podcast hosts. Give them names, backstories, and personalities that shape their interactions.
Choose their voices. You can create a custom voice based on their backstories, select from 30+ professional voices, or clone your own voice for an AI version of yourself.
Select your generated hosts. Unlike similar tools like NotebookLM, this one allows you to add more than two hosts.
Once that’s done, click “Create Podcast” to proceed.
Generate an episode by pasting URLs, YouTube links, or uploading files as sources.
Edit the transcript created for the episode to refine what your hosts will say.
Generate the audio when you're happy with the transcript.
Each minute of audio uses 60 credits.
Unlock the potential of your growing small business with HubSpot's Starter Customer Platform. For a discounted price of just $20/month, unlock access to the Starter edition of HubSpot’s six core products for marketing, sales, and customer service – powered by HubSpot’s Smart CRM – all for the price of one. Built for businesses like yours, HubSpot Starter has all the essential tools you need to scale.
Click here to claim your small business bundle and start growing your business today!
🔥Top AI tools to increase productivity:
Gelt is the intelligent tax platform designed for high-net-worth individuals
funfun.ai is the best AI Girlfriend builder.
Packify.ai is an AI packaging designer that allows ordinary people to design their product packaging creatively
SuperCoder is an Autonomous System that combines AI Native Dev platform & AI Agents
Capte is a state-of-the-art AI platform designed for content creators, for video enhancements
Lingly is AI-powered platform helps international care workers build confidence and succeed in their roles.
Baby Fotor leverages advanced AI technology to create a lifelike image of your future baby
Maze Guru is a conversational AI tool for generating videos and images
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
👀 Leaders in GTA5 roles
Recommended reading
SPONSOR US
Get your product in front of Big Data & AI enthusiasts
Our newsletter is read by thousands of tech professionals, investors, engineers, managers, and business owners around the world.
Interested in Sponsoring the Big Data News Weekly Newsletter?Get in touch today
What did you think of today's email?Your feedback helps me create better emails for you! |