Graph RAG Simply Explained

In this video, we explore GraphRAG and understand how it solves some of the limitations of traditional (Naive) RAG. We’ll cover how Knowledge Graphs, graph traversal, and multi-hop reasoning help connect information across documents and improve context-aware retrieval. We’ll also understand GraphRAG vs Vector RAG and when you should use each approach. Checkout Progress Data Platforms: https://www.progress.com/data-platform?utm_medium=placement&utm_campaign=pdp_ad_codebasics ⭐️ Timestamps ⭐️ 0:00 Intro 0:20 Graph Rag 4:37 Graph Traversal 5:15 Building Entity Relationship (ER) Graph 7:23 Chunks to a Structural Map 8:52 The Graph RAG Pipelines 12:48 When do you need graph RAG? 14:32 Outro #GraphRAG #RAG #GenerativeAI #KnowledgeGraph Do you want to learn technology from me? Check https://codebasics.io/?utm_source=description&utm_medium=yt&utm_campaign=description&utm_id=description for my affordable video courses. Need help building software or data analytics/AI solutions? My company https://www.atliq.com/ can help. Click on the Contact button on that website. 🎥 Codebasics Hindi channel: https://www.youtube.com/channel/UCTmFBhuhMibVoSfYom1uXEg #️⃣ Social Media #️⃣ 🧑‍🤝‍🧑 Discord for Community Support: https://discord.gg/r42Kbuk 🏫 Skool Community for Support & Networking - https://resources.codebasics.io/6J8mXg 📸 Codebasics' Instagram: https://www.instagram.com/codebasicshub/ 📝 Codebasics' Linkedin : https://www.linkedin.com/company/codebasics/ 📱 Dhaval's X handle : https://x.com/dpcodebasics ------ 📝 Dhaval's Linkedin : https://www.linkedin.com/in/dhavalsays/ 📝 Hem's Linkedin: https://www.linkedin.com/in/hemvad/ 📽️ Hem's Instagram for daily tips: https://www.instagram.com/hemvadivel/ 📸 Dhaval's Personal Instagram: https://www.instagram.com/dhavalcodebasics 🔗 Patreon: https://www.patreon.com/codebasics?fan_landing=true