Graph RAG vs SQL RAG 🤖 | LangChain + AI Showdown | Data Battle Explained! #AI #LangChain

Description

Welcome to the ultimate AI-powered data showdown! 🚀 In this video, we pit SQL vs Graph Database and see how LangChain and Large Language Models (LLMs) transform the way we query data. Discover how AI can translate plain English into complex queries and find hidden insights like never before! 👉 What you’ll learn: How AI + LangChain connect to SQL & Graph Databases The Formula 1 dataset experiment 🏎️ How both systems solve complex relational questions When to use SQL vs Graph for your next AI project 🎯 Perfect for data scientists, ML engineers, and AI enthusiasts! 📍 Watch till the end for key takeaways on choosing the right database for your AI-driven projects. ⏱️ Timestamps (7 min video) 00:00 - Hook: Clash of the Data Titans ⚔️ 00:45 - The Problem: Talking to Your Data 🗣️ 01:30 - Enter LangChain: The AI Toolkit 🧠 02:00 - Meet the Contenders: SQL vs Graph Database 02:45 - The Formula 1 Dataset Challenge 🏁 03:30 - Round One: Translating Queries 🧩 05:00 - Results: 20-Question Data Gauntlet 06:00 - The Verdict: Which One Wins? 06:45 - Final Thoughts: The Right Tool for the Job 🔍 🔥 Hashtags #AI #LangChain #SQLvsGraph #DataScience #MachineLearning #GenerativeAI #KnowledgeGraph #ArtificialIntelligence #TechExplained #DatabaseDesign #PythonAI #GraphDatabase #Neo4j #ChatWithData #F1Data #AIExplainer 📌 About This Channel – Powered by AIMI Welcome to AIMI — where we simplify the complex using the power of AI. Our mission is to make AI education accessible, visual, and practical for everyone — so you can build with confidence, not fear. 🎯 What We Do We break down cutting-edge concepts into simple, engaging formats using visuals, storytelling, and real code. Topics we cover include: Generative AI & Prompt Engineering Machine Learning & Deep Learning Large Language Models (LLMs), RAG & Vector Databases AI in Finance, BFSI, Retail, Healthcare & Tech End-to-End Projects with GitHub Demo Repositories 💡 Who This Is For Developers stepping into AI Data professionals looking to grow Tech leaders tracking disruptive trends Curious minds switching into AI/ML Students & professionals who learn by doing 🛠️ Real Projects + GitHub Demos You’ll get hands-on projects, not just theory: 👉 GitHub-linked solutions, walkthroughs & practical explanations (https://github.com/creative-h) 📚 AI Can Be Simple — We Prove It We focus on the “why,” “how,” and “when” of AI tools and techniques — blending visual storytelling, code-first demos, and real-world applications. 🚀 Subscribe to Simplify Your AI Journey Stay ahead of the curve. With AIMI, you won’t just watch AI trends — you’ll build with them.