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- TableRAG: A RAG Framework for Document Reasoning 🤖
TableRAG: A RAG Framework for Document Reasoning 🤖
🦾Plus: 📜 Anthropic Shares Claude Agent Blueprint
Hey folks! Let’s get into Big Data and AI craziness…
In today's edition: What's Shaping the Future of Data?
🧠AI vs Human Intelligence: Can Machines Think Like Us?
🔓 Anthropic Open-Sources Tool to Trace LLM "Thoughts"
⚙️ Plug-and-Play RAG Stack for Production
💻 How to Choose and Run LLMs Locally
MIT researchers teach AI to self-improve
🧠 AI develops human-like object understanding
💡 AI Tutorial:Conduct competitive analysis with Claude
🤖 AI Tools and Data Tools to checkout
TableRAG tackles a core limitation of existing RAG approaches: their inability to reason effectively over heterogeneous documents that combine both unstructured text and structured tables. Typical RAG pipelines flatten tables and intermix them with surrounding text, losing essential structural information and hampering multi-hop reasoning.
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The purpose of this article will be exploring the core dissimilarities with respect to and also similarities in human and artificial intelligence, capabilities, inadequacies, and the philosophical and ethical dilemmas that crop up when machines begin to show the creaking ways of human cognition.
Anthropic researchers have open-sourced the tool they used to trace what goes on inside a large language model during inference. It includes a circuit tracing Python library that can be used with any open-weights model and a frontend hosted on Neuropedia to explore the library output through a graph.
Ragbits is a modular type-safe opensource Python package that gives the essential “bits” for building RAG apps: fundamental tools for working with LLMs and vector databases, abstractions for building agentic systems, full-stack infrastructure for conversational apps, and more.
Learn how to evaluate LLMs using real-world benchmarks, open-source leaderboards, and your own data. This guide compares proprietary and open models, shows how to run Granite with Ollama, and walks through RAG setups.
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👨💻 Data Tools, Libraries
Twilio Segment: Your data, built your way.. For data you can depend on. Twilio Segment was purpose-built so that you don’t have to worry about your data. Forget the data chaos, dissolve the silos between teams and tools, and bring your data together with ease.
Agent Rules (GitHub Repo)
This repository contains a collection of reusable rules and knowledge documents for AI coding assistants like Claude Code and Cursor.
Piko (GitHub Repo)
Piko is a reverse proxy to connect to external networks. It can be used to expose services in a customer network, as a bring-your-own-cloud service, or to connect to IoT devices.
AI News:
ByteDance has launched Seedance 1.0, a new AI video model that it claims beats Google’s Veo 3, OpenAI’s Sora and Kuaishou’s Kling. On benchmark site Artificial Analysis, it ranks first in both text-to-video and image-to-video tasks. Seedance 1.0 generates longer videos with multiple scenes, accurate movements and sharp visuals.
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.
MIT researchers just developed Self-Adapting LLMs (SEAL), a framework that enables large language models to teach and improve on their own by creating their training data and instructions for self-updates. SEAL allows models to generate their own "self-edits" — instructions for creating synthetic data and setting parameters to update their own weights.
Fact-based news without bias awaits. Make 1440 your choice today.
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Several multinational giants, including Walmart and Amazon, are discussing potential efforts to issue stablecoins. Whether these initiatives will go ahead depends on a bill still yet to clear the Senate and House called the Genius Act, which establishes a regulatory framework for stablecoins.
A leaked GitHub repo shows the Trump administration is planning a full-scale push to bring AI into every U.S. government agency. The AI.gov GitHub repository was spotted, then quickly taken down after media inquiries. Launch is set for July 4, with features including a chatbot, API access, and an agency-wide AI tracking tool.
New research from The Alan Turing Institute uncovered a digital divide in children's AI use, with 22% of UK kids aged 8-12 already using AI — but with private school students nearly 3x more likely to have access than their state school peers.
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.
AI Tutorial
📊 Conduct competitive analysis with Claude
In this tutorial, you will learn how to use Claude's Research mode to automatically create research plans, gather data from hundreds of sources, and generate downloadable PDF reports for complete market analysis.
Step-by-step:
Head over to Claude and select the Research button
Create a comprehensive prompt: “Research the [industry] market landscape, analyze top 5 competitors, investigate pricing strategies, partnerships, and identify 3 key opportunities”
Watch Research mode automatically gather data from 50+ authoritative sources and generate a detailed report
Download your complete research as a PDF or Markdown
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🔥Top AI tools to increase productivity:
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A.I. Generated Image of the Day
👀 A head split open revealing Buddhist monks on a mountainside, hyperrealism
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