--- title: Blogs on all things knowledge graph | Knowledge Graph Resources description: Knowledge Graph Resources | Read the latest knowledge-graph-themed articles from Graph.Build covering tips on how to build and maintain your knowledge graph as well as industry insights. --- [Skip to content](https://graph.build/blog/tag/knowledge-graph-resources#main) [![graph.build](https://graph.build/hubfs/raw_assets/public/graphbuild-theme/images/logo-secondary-reverse.svg)](https://graph.build/) Menu - Platform - AI context [Context for AI](https://graph.build/ai-context) [Semantic layer](https://graph.build/semantic-layer) [GraphRAG](https://graph.build/graphrag) [MCP & agent access](https://graph.build/mcp) [Ontologies explained](https://graph.build/resources/ontology) - Resources [Blog](https://graph.build/blog) [Graph fundamentals](https://graph.build/resources) [Documentation](https://graph.build/documentation) - Company [About us](https://graph.build/about) [Consulting](https://graph.build/consulting-services) [Contact](https://graph.build/contact) [Book a demo](https://graph.build/enquire/book-a-demo) Model [Studio](https://graph.build/graph-build-studio) [Visual graph modelling](https://graph.build/graph-modelling-tool) [Ontologies & vocabularies](https://graph.build/platform-architecture#ontology) Transform [Transformers](https://graph.build/graph-build-transformers) [Knowledge graph ETL](https://graph.build/knowledge-graph-etl) [Change data capture](https://graph.build/graph-build-transformers#cdc) Write [Writers](https://graph.build/graph-build-writer) [Database compatibility](https://graph.build/graph-databases) [Deployment](https://graph.build/platform-architecture#deployment) You are here [The graph engineering lifecycle](https://graph.build/knowledge-graph-building) Design, configure, engineer, iterate and automate graph model production: the whole lifecycle, without writing bespoke ingest code for each project. 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Written by the people who build the platform, which is why they go further into the mechanism than a product blog usually does. [All](https://graph.build/blog) [Knowledge Graph Resources](https://graph.build/blog/tag/knowledge-graph-resources) [Studio](https://graph.build/blog/tag/studio) [News](https://graph.build/blog/tag/news) [Guide](https://graph.build/blog/tag/guide) [Transformers](https://graph.build/blog/tag/transformers) ## [![](https://graph.build/hubfs/cover.webp) Knowledge Graph Resources How To Build An Amazon-Scale Knowledge Graph for GraphRAG How Graph.Build turned 43.9 million Amazon reviews into a governed Memgraph knowledge graph in a day, and why the model mattered more than the volume. Aug 24, 2026 Russ Waterson](https://graph.build/blog/43.9-million-amazon-reviews-into-memgraph-in-a-day) ## [![](https://graph.build/hubfs/gb3_hero_banner_final.webp) Studio Introducing Graph.Build Studio v3.2 graph.build Studio v3.2 is a major update that expands the platform’s capabilities for designing, transforming, and managing both semantic (RDF) and property graph (LPG) models. Feb 11, 2026 Russ Waterson](https://graph.build/blog/introducing-graph-build-studio-v3-2) ## [![Graph Virtualization vs Materialization](https://graph.build/hubfs/unnamed%20(3).png) Knowledge Graph Resources Graph Virtualization vs Graph Materialization: Choosing the Right Approach for Your Data Two approaches dominate the conversation about working with data: graph virtualization and graph materialization. Graph.Build provides the flexibility to use either. Feb 4, 2025 Russ Waterson](https://graph.build/blog/graph-virtualization-vs-graph-materialization) ## [![Knowledge Graph Conference](https://graph.build/hubfs/logo-circle2.png) Knowledge Graph Resources What is The Knowledge Graph Conference? The Knowledge Graph Conference (KGC) is one of the highlights of the year for knowledge graph professionals. A chance to hear about the latest developments Apr 6, 2023 Martin Dew](https://graph.build/blog/what-is-the-knowledge-graph-conference) ## [![Building a knowledge Graph Model](https://graph.build/hubfs/Blog%20Images/A%20Previously%20Created%20Model.png) Guide Navigating the Complexities of Knowledge Graph Creation This step by step guide shows you how to build a knowledge graph. It covers the traditional way and the new, automated way. Use new technology for speed. Mar 30, 2023 Martin Dew](https://graph.build/blog/navigating-the-complexities-of-knowledge-graph-creation) ## [![Visual Graph Modelling](https://graph.build/hubfs/Blog%20Images/create%20an%20entity.png) Guide Creating a Knowledge Graph (or any Graph) Model without Coding This is a step-by-step example of how to create a knowledge graph model, or any other graph model, using the Graph.Build no-code Studio solution. Feb 8, 2023 Russ Waterson](https://graph.build/blog/creating-a-knowledge-graph-or-any-graph-model-without-coding-a-step-by-step-guide) Next ## Reading about it only goes so far Bring a domain and we will model it in front of you, which answers more in forty-five minutes than an archive can. 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