How to Build a Knowledge Graph [Ft. Graphiti]
Workshop from @FalkorDB and ZEP (Graphiti): Building Production Knowledge Graphs from Structured/Unstructured Data Sources. 👩💻 Google Collab for the demo: https://colab.research.google.com/dri... This workshop demonstrates practical knowledge graph construction from diverse data sources using graph-native storage and processing techniques. Learn by doing, featuring a sports-focused knowledge graph case study. Key learning opportunities: ▪️ Transform your existing data into knowledge graphs: Convert data, spreadsheets, and files into connected graph structures using practical ingestion techniques ▪️ Process structured and unstructured data sources: Build unified graphs from structured and unstructured data through automated extraction methods ▪️ Understand knowledge graph fundamentals: Learn what defines an effective knowledge graph, including design principles that optimize query performance and data relationships ▪️ Apply ontology concepts: Learn how ontologies structure knowledge domains, their role in graph design, and automated techniques for evolving schemas Original airing time: ⏰ July 29 | PDT: 10:00 AM | EDT: 1:00 PM | CEST: 7:00 PM
GraphRAG: The Marriage of Knowledge Graphs and RAG: Emil Eifrem
Is RAG Still Needed? Choosing the Best Approach for LLMs
Knowledge Graph or Vector Database… Which is Better?
How to Use a Knowledge Graph Ft Yohei Nakajima
Data Model vs Ontology | What’s the Difference? | Simple Explanation with Real Examples
Intro to GraphRAG — Zach Blumenfeld
Taxonomy, Ontology, Knowledge Graph, and Semantics
GraphGeeks Talk Ep8: How To Create Knowledge Graphs from Unstructured Data
GraphRAG Explained: AI Retrieval with Knowledge Graphs & Cypher
What is a Knowledge Graph?
Agentic GraphRAG: Simplifying Retrieval Across Structured & Unstructured Data — Zach Blumenfeld
353 - An introduction to knowledge graphs
God Says:"DON’T IGNORE THIS IMPORTANT LETTER I SENT YOU"/God Message Now/God Message
When Vectors Break Down: Graph-Based RAG for Dense Enterprise Knowledge - Sam Julien, Writer
Extracting Knowledge Graphs From Text With GPT4o
Stop Using RAG as Memory
God Says:"MY CHILD, I NEED TO SEE YOU URGENTLY!"/God Message Now/God Message
RAG vs. CAG: Solving Knowledge Gaps in AI Models
Knowledge Graphs & GraphRAG: Techniques for Building Effective GenAI Applications: Zach Blumenthal
