📈 GraphRAG for complex data discovery

Hello folks,

Sorry for the late issue today. Had some technical difficulties in the morning. Wanted to make sure I got this one across the line though because lots of great updates.

Let’s get right into it.

In this issue:

• 🤝 In Partnership: Live product demo for compliance success with Vanta

• 🖼️ AI Art: Great and trending AI art (check this one today!)

• 🤿 Deep Dive: Perplexity enhances Pro Search

• 🔨 Trending Tool: AI-Powered Bedtime Story Creator

• 🤿 Deep Dive: GraphRAG now open-sourced on GitHub

• ⚒️ Tool Snapshots: Tools for AI, no-code, and productivity

• 📰 Top News: News on AI, no-code, and productivity

🤝 IN PARTNERSHIP WITH VANTA

Join the live session: automate compliance & streamline security reviews

Whether you’re starting or scaling your company’s security program, demonstrating top-notch security practices and establishing trust is more important than ever.

Vanta automates compliance for SOC 2, ISO 27001, and more, saving you time and money — while helping you build customer trust.

And, you can streamline security reviews by automating questionnaires and demonstrating your security posture with a customer-facing Trust Center, all powered by Vanta AI.

Join Vanta’s 45-minute live session on July 9th at 12 pm PST to see the platform in action and ask your questions.

🖼️ AI ART

Examples of great and trending AI art

Usually I show some great AI art here. Today, I found a “Real Housebots of Beverely Hills” trailer that someone made and I could not STOP laughing. It was so well done. Check it out.

🤿 DEEP DIVE

Perplexity Enhances Pro Search for Advanced Problem-Solving

Intelligence: In response to the need for more advanced research tools, Perplexity has upgraded Pro Search, an Artificial Intelligence system designed to make research more efficient.

• Perplexity has improved Pro Search to tackle complex queries, perform advanced math and programming computations, and provide more thoroughly researched answers.

• Pro Search now employs multi-step reasoning, analyzing search results and initiating follow-up searches based on its findings. The system's code execution has been enhanced for faster and more powerful data analysis, debugging, and content generation.

• Pro Search has integrated the Wolfram|Alpha engine to solve complex mathematical questions accurately and quickly.

Significance: This Pro Search upgrade can revolutionize research, making it faster and more efficient. It benefits professions like law, marketing, and software development, empowering better decision-making and showcasing AI's potential to enhance problem-solving.

🔨 TRENDING TOOL

AI-Powered Bedtime Story Creator

Sleepytales is an AI-powered app that generates personalized bedtime stories with remarkably realistic voice narrations, perfect for creating magical bedtime experiences effortlessly. Here's how it works:

• Sign-Up:

  • Visit SleepyTales.ai and sign up for an account.

  • A free version is available, but you can upgrade if you need stories longer than 500 words.

• Create a new story:

  • Click the "New Story" button.

• Choose the writer's skill level:

  • Select from the tabs if you want a basic or expert writer's skill. Note that the expert option requires an upgrade.

• Choose a theme:

  • Select a theme for the story. Options include funny, adventurous, calm, etc.

• Generate the story:

  • Click the arrow, and the app will automatically create your story.

• Narrate the story:

  • Press the "Narrate" button to have the story read aloud.

• Add music:

  • You can add background music. Free accounts have access to two options; more options are available with an upgrade.

🤿 DEEP DIVE

GraphRAG - A New Tool for Complex Data Discovery Now Open-Sourced on GitHub

Intelligence: Microsoft has made GraphRAG, a tool for question-answering over private or previously unseen datasets, available on GitHub.

• GraphRAG uses a large language model (LLM) to extract a rich knowledge graph from any text document, offering more structured information retrieval compared to naive Retrieval-Augmented Generation (RAG) approaches.

• The tool can report on the semantic structure of the data before any user queries by detecting "communities" of densely connected nodes and partitioning the graph at multiple levels.

• Microsoft has found that community summaries can help answer global questions about entire datasets where naive RAG approaches fall short.

• GraphRAG outperforms naive RAG on comprehensiveness and diversity, and it performs better than source text summarization at lower token costs.

Significance: GraphRAG's availability on GitHub is a significant development, offering a new tool for complex data discovery and effective question-answering over private datasets. It showcases the potential of graph-based RAG approaches for structured information retrieval and comprehensive responses, marking substantial advancements in AI-driven data analysis.

⚒️ TOOL SNAPSHOTS

Futuristic tools within AI, no-code, and productivity

• 🎥 OpusClip Captions - Instantly add professional animated captions to your videos. Free to try.

• 🐦 Tweeteasy - Enhances and simplifies your Twitter growth and brand building. Free option available.

• 📊 Ugly Duckling - Web app for interactive charts and community engagement. Free to try.

• 📲 Respired.io - Affordable, AI-powered social media management and automation. Free to try.

• 🎨 Wizad - Create stunning, brand-aligned social media posters effortlessly. Free to try.

• 🤖 Skott - Your own AI-powered autonomous content creator. Payment required.

• 📚 Writebook - Effortlessly create and publish your own online book. Free to use.

📰 TOP NEWS

News on AI, no-code, automation, and productivity

🔐 Cloudflare Fights Back with AI Bot-Blocking Tool

Cloudflare has unveiled a new free tool aimed at tackling data scraping by AI bots on websites hosted on its platform, stepping up efforts to address the increasing concerns of website owners over unauthorized and uncompensated data extraction and misuse.

🕹️ Meta's New Quest: Infusing Generative AI into Metaverse Games

 Meta aims to leverage generative AI technology to create new styles of gameplay in VR, AR, and mixed reality games, striving to rejuvenate its metaverse strategy through unique gaming experiences that could ultimately redefine the way content is created and interacted with.

⚖️ AI Regulation Hits a Roadblock: Aftermath of Chevron's Case

The striking down of the 40-year-old Chevron deference ruling by the U.S. Supreme Court casts a shadow over the power of federal agencies to interpret congressional laws, leading to potential obstacles in the regulation of Artificial Intelligence.

👾 Kyutai Shakes Up AI Scene with Open-Source 'Moshi'

Tech company Kyutai steals the spotlight with the unveiling of Moshi, an open-source, real-time, native multimodal foundation AI model that can understand and express emotions, handle two audio streams at once, and offer multi-accent speech, promising a surge in collaborative development and AI transparency.

ℹ️ ABOUT US

The Intelligent Worker helps you to be more productive at work with AI, automation, no-code, and other technologies.

We like real, practical, and tangible use-cases and hate hand-wavy, theoretical, and abstract concepts that don’t drive real-world outcomes.

Our mission is to empower individuals, boost their productivity, and future-proof their careers.

We read all your comments - please provide your feedback!