#Graphrag

Michael Hunger, @steveonjava, and @BarrasaDV will soon release a book, "GraphRAG: the definitive guide," but we are excited to share that an early release is now available for you to download for FREE. Start today, gaining the skills to integrate #GraphRAG into your AI stack:

Build smarter LLMs with knowledge graphs 😎 We had a wonderful time at AI Engineer World's Fair 2025! @mesirii and @steveonjava delivered an insightful talk exploring #GraphRAG challenges, implementation patterns, and real-world agentic examples, showing how GraphRAG delivers answers that truly acknowledge context. Looking for more accurate #LLM responses? This presentation demonstrates exactly how GraphRAG can transform your AI implementations. Watch the entire presentation here: #Neo4j @aiDotEngineer

GraphRAG: The Most Incredible RAG Strategy Revealed - @MicrosoftAI 📚 Basic vs. Advanced RAG 🧠 Graph-Based Entity Extraction 🔍 Local vs. Global Search 🛠️ Setup Instructions & Tutorial ⚙️ Integrate with @GroqInc @ollama Subscribe: @Microsoft #GraphRAG #RAG

Get Your Comprehensive Guide #GenAI, #Neo4j, #GraphRAG

Get Your Comprehensive Guide #GenAI, #Neo4j, #GraphRAG

🚀 New Episode Alert! The latest Microsoft Community Insights Podcast is out — and this one is packed. I sat down with Christian Glessner {MVP} to dive into GraphRAG using Microsoft Agent Framework with Christian Glessner #Microsoft  #GraphRAG

Deep dive into #KnowledgeGraphs! You'll learn: 💡How knowledge graphs work 💡Key characteristics 💡Examples and use cases #Neo4j #GraphRAG

Building a knowledge graph? Ask: Need LLMs with more context, less hallucination? Want to visualize risk or track assets in real-time? Bridging structured + unstructured data? GraphRAG solves this. Start here: #GraphRAG #KnowledgeGraph

Learn how #GraphRAG is revolutionizing #AI by grounding LLMs with domain-specific knowledge, reducing hallucinations & fine-tuning costs. @pacoid covers best practices for constructing & keeping #KnowledgeGraph updated. #GPHFTWLFG #ERKG #EntityResolution

Currently, i'm focused on RAG for domain inferences system! There are lots of RAG pipeline and frameworks for better inference! However, MS's graphrag is really good to make the perfect inference RAG pipeline! #graphrag I've just made the simple @Gradio app for graphrag demo! Do not need to put the prompt on your command just run the @Gradio and simply attached file for index initiating and run. Also, i can query directly on this web! @Gradio just made me improve skills of making simple AI integration web.. How could I not love @Gradio ! Thanks for that @Gradio and @huggingface repo for graphrag 👇

GraphRAG Advanced: Avoid Overspending with These Tips - @Microsoft 🚀 Integrate GraphRag in Your App 📄 Ingest Multiple Data 🤖 Create #GraphRAG Chatbot UI 💰 Save on Costs 💡 Advanced Features Explained Subscribe: @MicrosoftAI

Deep dive into #KnowledgeGraphs - we love coming back to this one 👇 You'll learn: 💡How knowledge graphs work 💡Key characteristics 💡Examples and use cases #Neo4j #GraphRAG

How does GraphRAG work? What are its advantages over other #RAG? Dive into the fascinating world of #GraphRAG! Learn these and more in a blog post by @mesirii he also demonstrates its practical application using a Neo4j example! #Neo4j

@Google just added #Neo4j to its #GenAI Toolbox. Big win for #GraphRAG + #agentic apps. You get native graph access, smarter retrieval, and explainable AI - out of the box. @mesirii & @kurtisvg_break it down:

Elena Kohlwey dives into the world of the #GraphRAG pattern: breaking down each pattern’s attributes and strategies. Which ones? ✨ Basic GraphRAG patterns: Basic Retriever (in GraphRAG Pattern Catalog) Parent-Child Retriever (catalog) Hypothetical Question Retriever (catalog) ✨Intermediate GraphRAG patterns: Cypher Templates (catalog) Dynamic Cypher Generation (catalog) Text2Cypher (catalog) ✨Advanced GraphRAG patterns: Graph-Enhanced Vector Search (catalog) Global Community Summary Retriever (catalog) Finding the perfect GraphRAG pattern for your application isn’t straightforward , so read this blog post for more details! #Neo4j

Vector RAG finds the paragraph. It can miss the answer two documents away. Oracle AI Database 26ai now does GraphRAG in PL/SQL, up to 5 hops. #GraphRAG #OracleAI

Weekend webinar to watch on-demand: #GraphRAG Python Package: Accelerate #GenAI with Knowledge Graphs. ❇️ Quickly build knowledge graphs from unstructured text documents Easily implement knowledge graph retrievers combining graph traversals and vector and full-text search ❇️Develop end-to-end GraphRAG workflows to boost RAG quality and effectiveness in knowledge assistants and other GenAI applications. With Zach Blumenfeld and @st3llasia!

Elena Kohlwey dives into the world of the GraphRAG pattern: breaking down each pattern’s attributes and strategies. Finding the right one for your app can be tricky - learn more here: #GraphRAG #neo4j #llms

"GraphRAG will subsume vector-only RAG and emerge as the default RAG architecture for most use cases." @prathle explores the powerful impact of #GraphRAG—the combination of knowledge graphs + RAG - in "The GraphRAG Manifesto.” Worth reading in case you missed it! 👇 👇

✨Integrate Microsoft’s GraphRAG into Neo4j and implement retrievers using @langchain and @llama_index ✨ This is the second part of the blog about Integrating Microsoft #GraphRAG into #Neo4j by @tb_tomaz 👇