Best Open-Source RAG Frameworks🤖

🦾Plus: 📱 OpenAI is building social network

Hey folks! Let’s get into Big Data and AI craziness…

In today's edition: What's Shaping the Future of Data?

  • 🧩 Build multi-agent systems with LangGraph and Amazon Bedrock

  • 🤖How AI & Humanoids Will Revolutionize the Workforce

  • 🧠How to Build an Agent

  • 📊An LLM-Based Workflow for Automated Tabular Data Validation

  • 📧 Claude can now read your Gmail

  • 🚀xAI released a ChatGPT Canvas-like Grok Studio

  • 🎬 Gemini launches Veo 2 Video Generation

  • 💡 AI Tutorial:Create conversational branches to explore ideas

  • 🤖 AI Tools and Data Tools to checkout

Large language models (LLMs) have raised the bar for human-computer interaction where the expectation from users is that they can communicate with their applications through natural language. Beyond simple language understanding, real-world applications require managing complex workflows, connecting to external data, and coordinating multiple AI capabilities.

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. 

Artificial intelligence has become a lot more sophisticated and helpful over the last few decades. At the end of the 20th century, AI was still very rudimentary and couldn’t accomplish many tasks. Robots in the workforce existed within the pages of sci-fi books alone.

Building a fully functioning code-editing agent is easy. This post shows how to build a small yet highly impressive agent in less than 400 lines of code, most of which is boilerplate. It explains how to use the Anthropic Go SDK to access Claude, what tools are, and how to access them. The post covers essentially all there is to the inner loop of a code-editing agent.

So RAG is still very much relevant in 2025, as it is the best technique to enhance LLM’s capabilities regardless of their size and context window. This article explores the top open-source RAG frameworks available today, highlighting their unique features, strengths, and how they can be integrated into your AI applications.

Clean data, clear insights: detect and correct data quality issues without manual intervention. Data validity refers to data conformity to expected formats, types, and value ranges. This standardisation within a single column ensures the uniformity of data according to implicit or explicit requirements.

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👨‍💻 Data Tools, Libraries

MCP-Shield (GitHub Repo)

MCP-Shield scans installed Model Context Protocol servers to detect vulnerabilities like tool poisoning attacks, exfiltration channels, and cross-origin escalations.

Automcp - automcp allows you to easily convert tools, agents and orchestrators from existing agent frameworks into MCP servers, that can then be accessed by standardized interfaces via clients like Cursor and Claude Desktop.

AI News:

OpenAI is reportedly working on a social network that could leverage ChatGPT's massive user base to take on social media platforms like X and Meta—while giving Sam Altman and team with valuable real-time data for model training.

You’ve heard the hype. It’s time for results.

For all the buzz around agentic AI, most companies still aren't seeing results. But that's about to change. See real agentic workflows in action, hear success stories from our beta testers, and learn how to align your IT and business teams.

Anthropic's Claude chatbot now integrates directly with Google Workspace, allowing users to pull information seamlessly from Gmail, Google Docs, and Calendar. Rolling out first to Max, Team, Enterprise, and Pro subscribers, Claude's new feature provides direct in-line citations to clarify exactly where content originated.

Chinese AI startup Kling AI just released a massive upgrades to its creative suite, launching KLING 2.0 Master for video and KOLORS 2.0 for images— with enhanced prompt adherence, more realistic outputs, and editing capabilities.

Gemini Advanced introduces Veo 2, allowing users to create detailed, cinematic-quality videos simply by describing scenes in text. This feature produces eight-second, 720p video clips in a landscape MP4 format. Users enjoy the creative freedom to depict varied visuals, from realistic portrayals to imaginative scenarios.

xAI dropped a ChatGPT Canvas-like Grok Studio, allowing both free and paying users to collaborate with the AI on documents, code, reports, and games in a new window.

Around $6.8 trillion dollars in value has been wiped from U.S. stocks, as Wall Street is reportedly already reacting to a new era of trade wars. But as stocks slip and inflation worries reignite, one asset class may remain uncorrelated: fine art.

Unlike equities, contemporary art has near-zero correlation to stocks. In fact, Masterworks data shows it has outpaced the S&P 500 by 32% since 1995, making it a go-to hedge for a slice of savvy investor portfolios.

Masterworks’ platform allows everyday investors to invest in shares of multimillion-dollar artwork offerings featuring artists like Picasso and Basquiat. With 23 exits across their 450+ offerings—all profitable—it’s clear why investors are flocking to art.

AI Tutorial

🔀 Create conversational branches to explore ideas

In this tutorial, you will learn how to use Google AI Studio's new branching feature to explore different ideas by creating multiple conversation paths from a single starting point without losing context.

Step-by-step:

  1. Visit Google AI Studio and select your preferred Gemini model from the dropdown menu.

  2. Start a conversation and continue until you reach a point where you want to explore an alternative direction.

  3. Click the three-dot menu (⋮) next to any message and select "Branch from here."

  4. Navigate between branches using the "See original conversation" link at the top of each branch.

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🔥Top AI tools to increase productivity: 

  1. MyLooks.AI, your personal beauty and style coach powered by the advanced capabilities of GPT-4.

  2. Find AI- AI-powered research engine for companies and people

  3. aHelp AI Essay Writer is an easy-to-use learning platform that uses AI technology to simplify complex tasks

  4. WorkHQ – your strategic partner for redefining talent acquisition.

  5. aimusic.one is ALL In One AI Music Generator and lyrics Generator Platform, make unique MP3 songs, free to use

  6. Data Analyst AI connects Google Analytics with ChatGPT, delivering AI-powered eCommerce insights and automated weekly reports.

  7. Videotok - Create viral TikToks and Reels from text to Video 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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👀 Animals wedding

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