# gdotv - Graph Database IDE > gdotv is a multi-dialect graph database IDE and client for querying, visualizing, debugging, and exploring connected data. It supports Gremlin, Cypher, SPARQL, GQL, GoogleSQL, SQL:2023, and DQL across 35+ graph databases including Amazon Neptune, Neo4j, Azure Cosmos DB, Google Cloud Spanner Graph, JanusGraph, Apache AGE, Memgraph, Kuzu, FalkorDB, and many more. gdotv is available as a desktop application (Windows, macOS, Linux) and as a web application deployable via AWS Marketplace. It runs locally — no data is sent to third-party systems. Enterprise customers include Sony Pictures, Capital One, Mercedes-Benz, HP, UnitedHealth Group, and PhonePe. gdotv is featured in the official documentations of several graph database providers, including Amazon Neptune, Google Cloud Spanner Graph, JanusGraph, Kuzu and many more. ## About gdotv (formerly G.V()) is built by gdotv Ltd, a Glasgow, Scotland-based software company. Its mission is to give graph database users — from beginners to experts — a unified, powerful toolset to accelerate their day-to-day graph project work. Key capabilities: - The first-ever Gremlin query debugger, with traversal simulation and step-by-step inspection - Schema-aware autocomplete for Gremlin, Cypher, SPARQL, GQL, and more - Real-time graph visualization with WYSIWYG editing and WebGL rendering (tens of thousands of elements) - Multi-connection management across LPG and RDF databases in one interface - Automatic graph data schema discovery via database APIs or efficient sampling queries - Geospatial map view, property-based filters, fuzzy element search - AI-powered text-to-query generation (optional OpenAI integration) - Interactive graph dashboards for visual analytics - SPARQL query guardrails to catch errors before execution - No-code graph exploration and node/edge editing ## Supported Query Languages - Gremlin (Apache TinkerPop) - Cypher / openCypher - SPARQL (RDF triplestores) - GQL (ISO/IEC standard Graph Query Language) - GoogleSQL (with GQL support, for Google Cloud Spanner Graph) - SQL:2023 (Oracle Graph) - DQL (Dgraph Query Language) ## Supported Graph Databases Aerospike Graph, Alibaba Cloud Graph Database, AllegroGraph, Apache AGE (PostgreSQL), Apache Jena, ArcadeDB, Amazon Neptune (Gremlin, openCypher and SPARQL APIs), Amazon Neptune Analytics, Azure Cosmos DB (Gremlin API), Blazegraph, DataStax Enterprise Graph, Dgraph, Eclipse RDF4J, FalkorDB, Google Cloud BigQuery (Graph API), Google Cloud Spanner Graph, Ontotext GraphDB, Gremlin Server (Apache TinkerPop), JanusGraph, Kuzu, LadybugDB, LocalStack (Amazon Neptune), Memgraph, Neo4j, Neo4j AuraDB, Oracle Graph (SQL:2023), PuppyGraph, QLever, RDFox, RyuGraph, Stardog, Tentris, Ultipa Graph (GQL), Virtuoso by OpenLink Software, and more. ## Availability - Desktop: Windows (.exe, .msi), macOS (Intel and Apple Silicon), Linux (.deb, .rpm) - Web: AWS Marketplace (deploy within your own AWS infrastructure) - Pricing: Free Lite tier + Pro paid tier. 3-week free trial of Pro available. ## Documentation - [Full Documentation](https://gdotv.com/docs/) - [Database Support](https://gdotv.com/docs/database-support/) - [Language Support](https://gdotv.com/docs/language-support/) - [Query Editor](https://gdotv.com/docs/query-editor/) - [Query Debugging](https://gdotv.com/docs/query-debugging/) - [Graph Data Explorer](https://gdotv.com/docs/graph-data-explorer/) - [RDF and SPARQL](https://gdotv.com/docs/rdf-graphs/) - [AWS Marketplace deployment](https://gdotv.com/docs/aws-marketplace/) - [Connection Management](https://gdotv.com/docs/connection-management/) ## Key Pages - [Homepage](https://gdotv.com/) - Overview of gdotv as a graph database IDE - [Pricing](https://gdotv.com/buy/) - Lite (free) and Pro tiers - [Gremlin IDE features](https://gdotv.com/gremlin-ide-features-and-functionality/) - [Gremlin graph visualization tool](https://gdotv.com/gremlin-graph-visualization-tool/) - [Amazon Neptune IDE and visualization](https://gdotv.com/amazon-neptune-graph-visualization-tool/) - [Azure Cosmos DB graph visualization](https://gdotv.com/azure-cosmos-db-graph-visualization-tool/) - [Google Cloud Spanner Graph visualization](https://gdotv.com/google-cloud-spanner-graph-visualization-tool/) - [JanusGraph visualization tool](https://gdotv.com/janusgraph-visualization-tool/) - [Neo4j AuraDB graph visualization](https://gdotv.com/neo4j-auradb-graph-visualization-tool/) - [Memgraph visualization tool](https://gdotv.com/memgraph-graph-visualization-tool/) - [Kuzu graph visualization tool](https://gdotv.com/kuzu-graph-visualization-tool/) - [Aerospike graph visualization tool](https://gdotv.com/aerospike-graph-visualization-tool/) - [Apache TinkerPop Gremlin Server tool](https://gdotv.com/tinkerpop-gremlin-server-graph-visualization-tool/) - [Case Study: eLumen (EdTech)](https://gdotv.com/edtech-case-study-elumen-gdotv-improve-developer-experience/) - [Case Study: Endeavour (Digital Twin / Sustainable Infrastructure)](https://gdotv.com/digital-twin-case-study-endeavour-gdotv-knowledge-graph/) - [EULA](https://gdotv.com/eula/) - [Privacy Policy](https://gdotv.com/privacy-policy/) --- ## Pages - [gdotv vs AWS Graph Explorer (LPG)](https://gdotv.com/aws-graph-explorer-for-lpg-vs-gdotv/): gdotv vs. AWS graph-explorer About AWS graph-explorer AWS Neptune's graph-explorer is an open-source web application published by Amazon Web Services.... - [gdotv vs. Zazuko Graph Explorer](https://gdotv.com/zazuko-graph-explorer-vs-gdotv/): gdotv vs. Zazuko Graph Explorer About Zazuko Graph Explorer Zazuko GraphExplorer is a browser-based tool for exploring RDF graphs, built... - [gdotv vs. JanusGraph Visualizer](https://gdotv.com/janusgraph-visualizer-vs-gdotv/): gdotv vs. JanusGraph Visualizer About JanusGraph Visualizer JanusGraph Visualizer is a web-based tool designed to serve as a front-end interface... - [gdotv vs. Apache AGE Viewer](https://gdotv.com/apache-age-viewer-vs-gdotv/): gdotv vs. Apache AGE Viewer About Apache AGE Viewer Apache AGE Viewer is an open source visualization interface developed for... - [gdotv vs. Neo4j Browser](https://gdotv.com/neo4j-browser-vs-gdotv/): gdotv vs. Neo4j Browser About Neo4j Browser Neo4j Browser is tool for developers to interact with their Neo4j graph data... - [gdotv vs. GraphDB Workbench](https://gdotv.com/graphdb-workbench-vs-gdotv/): gdotv vs. GraphDB Workbench About GraphDB Workbench GraphDB Workbench is the web-based interface for GraphDB, including a SPARQL query editor,... - [gdotv vs. Azure Cosmos DB Data Explorer](https://gdotv.com/azure-cosmos-db-data-explorer-vs-gdotv/): gdotv vs. Azure Cosmos DB Data Explorer About Azure Cosmos DB Data Explorer Azure Cosmos DB Data Explorer is a... - [Case Study: Krisp Utilizes gdotv to Track & Traverse Complex Sharing Relationships within Their AI Meeting Assistant](https://gdotv.com/case-study-krisp-gdotv-access-management/): Krisp Utilizes gdotv to Track & Traverse Complex Sharing Relationships within Their AI Meeting Assistant Company: Krisp Technologies Inc. Year... - [Buy gdotv: Pricing & Licenses for Devs, Teams & Enterprise Orgs for Every Graph Technology Project](https://gdotv.com/buy/): gdotv Pricing Ready to get started with the ultimate graph technology IDE? Whether you’re a lone dev, a small team,... - [Google Cloud BigQuery Graph IDE & Graph Visualization Tool](https://gdotv.com/google-cloud-bigquery-graph-ide-graph-visualization-tool/): Google Cloud BigQuery Graph IDE& Graph Visualization Tool Explore, query and visualize your graph data in Google Cloud BigQuery Graph... - [Apache Jena Fuseki IDE & Graph Visualization Tool](https://gdotv.com/apache-jena-fuseki-ide-graph-visualization-tool/): Apache Jena Fuseki IDE& Graph Visualization Tool Explore, query and visualize your graph data in Apache Jena Fuseki with gdotv.... - [Stardog IDE & Graph Visualization Tool](https://gdotv.com/stardog-ide-graph-visualization-tool/): Stardog IDE& Graph Visualization Tool Explore, query and visualize your graph data in Stardog with gdotv. https://www. youtube. com/watch? v=R82zWCiuhRA... - [GraphDB IDE & Graph Visualization Tool](https://gdotv.com/graphdb-ide-graph-visualization-tool/): GraphDB IDE& Graph Visualization Tool Explore, query and visualize your graph data in GraphDB with gdotv. https://www. youtube. com/watch? v=F3lJ--h6Cv4... - [AllegroGraph IDE & Graph Visualization Tool](https://gdotv.com/allegrograph-ide-graph-visualization-tool/): AllegroGraph IDE& Graph Visualization Tool Explore, query and visualize your graph data in AllegroGraph with gdotv. https://www. youtube. com/watch? v=sNVQESUTF5U... - [QLever IDE & Graph Visualization Tool](https://gdotv.com/qlever-ide-graph-visualization-tool/): QLever IDE& Graph Visualization Tool Explore, query and visualize your graph data in QLever with gdotv. https://www. youtube. com/watch? v=0tJfrp3O9fk... - [Virtuoso IDE & Graph Visualization Tool](https://gdotv.com/virtuoso-ide-graph-visualization-tool/): Virtuoso IDE& Graph Visualization Tool Explore, query and visualize your graph data in Virtuoso with gdotv. https://www. youtube. com/watch? v=B34Lyh4C5nc... - [Ultipa Graph IDE & Graph Visualization Tool](https://gdotv.com/ultipa-ide-graph-visualization-tool/): Ultipa Graph IDE& Graph Visualization Tool Explore, query and visualize your graph data in Ultipa Graph with gdotv. https://www. youtube.... - [Contact Us](https://gdotv.com/contact-us/) - [About gdotv | Meet the team behind the graph database IDE](https://gdotv.com/about/): About gdotv Who builds and ships the world’s only graph IDE? These folks do. The gist: gdotv – that’s pronounced... - [Eclipse RDF4J IDE & Graph Visualization Tool](https://gdotv.com/eclipse-rdf4j-ide-graph-visualization-tool/): Eclipse RDF4J IDE& Graph Visualization Tool Explore, query and visualize your graph data in Eclipse RDF4J with gdotv. https://www. youtube.... - [RDFox IDE & Graph Visualization Tool](https://gdotv.com/rdfox-ide-graph-visualization-tool/): RDFox IDE& Graph Visualization Tool Explore, query and visualize your graph data in RDFox with gdotv. https://www. youtube. com/watch? v=RfqA9vOUQos... - [Blazegraph IDE & Graph Visualization Tool](https://gdotv.com/blazegraph-ide-graph-visualization-tool/): Blazegraph IDE& Graph Visualization Tool Explore, query and visualize your graph data in Blazegraph with gdotv. https://www. youtube. com/watch? v=qFNgEorazss... - [Tentris IDE & Graph Visualization Tool](https://gdotv.com/tentris-ide-graph-visualization-tool/): Tentris IDE& Graph Visualization Tool Explore, query and visualize your graph data in Tentris with gdotv. https://www. youtube. com/watch? v=nv5xDwuSMKM... - [LadybugDB IDE & Graph Visualization Tool](https://gdotv.com/ladybugdb-ide-graph-visualization-tool/): LadybugDB IDE& Graph Visualization Tool Explore, query and visualize your graph data in LadybugDB with gdotv. https://www. youtube. com/watch? v=1WQQd9J9p5w... - [Apache AGE IDE & Graph Visualization Tool](https://gdotv.com/apache-age-ide-graph-visualization-tool/): Apache AGE IDE& Graph Visualization Tool Explore, query and visualize your graph data in Apache AGE with gdotv. https://www. youtube.... - [Aerospike Graph IDE & Graph Visualization Tool](https://gdotv.com/aerospike-graph-visualization-tool/): Aerospike Graph IDE& Graph Visualization Tool Explore, query and visualize your graph data in Aerospike Graph with gdotv. https://www. youtube.... - [Azure Cosmos DB IDE & Graph Visualization Tool](https://gdotv.com/azure-cosmos-db-graph-visualization-tool/): Azure Cosmos DB IDE& Graph Visualization Tool Explore, query and visualize your graph data in Azure Cosmos DB with gdotv.... - [FalkorDB IDE & Graph Visualization Tool](https://gdotv.com/falkordb-ide-graph-visualization-tool/): FalkorDB IDE& Graph Visualization Tool Explore, query and visualize your graph data in FalkorDB with gdotv. https://www. youtube. com/watch? v=3zaD3Bv3fVI... - [PuppyGraph IDE & Graph Visualization Tool](https://gdotv.com/puppygraph-ide-graph-visualization-tool/): PuppyGraph IDE& Graph Visualization Tool Explore, query and visualize your graph data in PuppyGraph with gdotv. https://www. youtube. com/watch? v=-so7IY3jc-E... - [Neo4j IDE & Graph Visualization Tool](https://gdotv.com/neo4j-ide-graph-visualization-tool/): Neo4j IDE& Graph Visualization Tool Explore, query and visualize your graph data in Neo4j with gdotv. https://www. youtube. com/watch? v=9yZvjJ51-3s... - [JanusGraph IDE & Graph Visualization](https://gdotv.com/janusgraph-visualization-tool/): JanusGraph IDE& Graph Visualization Tool Explore, query and visualize your graph data in JanusGraph with gdotv. https://www. youtube. com/watch? v=-9xV0E_R2XU... - [Memgraph IDE & Graph Visualization Tool](https://gdotv.com/memgraph-graph-visualization-tool/): Memgraph IDE& Graph Visualization Tool Explore, query and visualize your graph data in Memgraph with gdotv. https://www. youtube. com/watch? v=UIA0gR3hDos... - [Apache TinkerPop™ Gremlin Server IDE & Graph Visualization](https://gdotv.com/tinkerpop-gremlin-server-graph-visualization-tool/): Gremlin Server IDE& Graph Visualization Tool Explore, query and visualize your graph data in Gremlin Server with gdotv. https://www. youtube.... - [Amazon Neptune IDE & Graph Visualization Tool](https://gdotv.com/amazon-neptune-graph-visualization-tool/): Amazon Neptune IDE& Graph Visualization Tool Explore, query, and visualize your graph data in Amazon Neptune with gdotv. https://www. youtube.... - [Case Study: Endeavour Harnesses gdotv to Map & Manage Their Sustainable Infrastructure](https://gdotv.com/digital-twin-case-study-endeavour-gdotv-knowledge-graph/): Endeavour Harnesses gdotv to Map & Manage Their Sustainable Infrastructure Company: Endeavour LLC Year founded: 2020 Headquarters: Connecticut, USA Industry:... - [Case Study: EdTech Startup eLumen Uses gdotv to Increase Productivity & Improve Developer Experience](https://gdotv.com/edtech-case-study-elumen-gdotv-improve-developer-experience/): EdTech Startup eLumen Uses gdotv to Increase Productivity & Improve Developer Experience Company: eLumen Inc. Year founded: 2003 Headquarters: Minneapolis,... - [Kuzu Graph Visualization with gdotv](https://gdotv.com/kuzu-graph-visualization-tool/): Kuzu Graph Visualization with gdotv Query, visualize and investigate connected data interactively, with gdotv, a user friendly, feature rich graph... - [Google Cloud Spanner Graph IDE & Graph Visualization Tool](https://gdotv.com/google-cloud-spanner-graph-visualization-tool/): Google Cloud Spanner Graph IDE& Graph Visualization Tool Explore, query and visualize your graph data in Google Cloud Spanner Graph... - [gdotv Blog](https://gdotv.com/blog/): gdotv blog Don't forget to subscribe to our newsletter! - [gdotv Ltd Privacy Policy](https://gdotv.com/privacy-policy/) - [gdotv Ltd End-User License Agreement](https://gdotv.com/eula/) - [gdotv – Graph Database IDE](https://gdotv.com/): gdotv – Graph Database IDE gdotv is an all-in-one graph database client to write, debug, test and analyze results for... --- ## Posts - [Graph Algorithms on Billions of Edges with Apache DataFusion](https://gdotv.com/blog/apache-data-fusion-for-graph-algorithms/): We replicate Sem Sinchenko's Apache DataFusion pipeline for running PageRank and Weakly Connected Components on billion-scale graphs using a laptop,... - [gdotv Adds Multi-Graph Connections & Automatic Data Models [v3.74.142 Release Notes]](https://gdotv.com/blog/3-74-142-release-notes-multi-graph-connections-data-models/): Discover multi-graph connections in gdotv v3. 74. 142: move between graphs, datasets and repositories on one connection, with data models... - [The Weekly Edge: Fraud Graphs, Neo4j's GraphTalk, GFQL's Polars Support, & More](https://gdotv.com/blog/the-weekly-edge-fraud-graphs-graphtalk-gfql-wikidata-graphrag/): Discover this week's graph technology news: Santander's fraud-graph repo, Neo4j's GraphTalk recap, GFQL's Polars support, and AWS's GraphRAG walkthrough. - [The Weekly Edge: Misinformation & Knowledge Graphs, Stripe's Graph-Based Recovery, Zero-ETL, & More](https://gdotv.com/blog/the-weekly-edge-misinformation-stripe-zero-etl-semantic-units/): Discover this week's graph technology news: a knowledge graph misinformation failure, Stripe's graph-based recovery system, biomedical KGs & Zero-ETL. - [LadybugDB and Snowflake: Building a Graph From a Relational Data Store](https://gdotv.com/blog/ladybugdb-adbc-connector-snowflake-with-gdotv/): Learn how to use LadybugDB's ADBC extension to turn a large Snowflake TPC-DS dataset into a graph, then explore and... - [The Weekly Edge: Graphs Fighting Climate Change, Graph Con @ Seattle, NeuG's New Algorithms, & More](https://gdotv.com/blog/the-weekly-edge-thermecowat-knowledge-graph-climate-neug-graphcon/): Discover what's new this week in graph technology: Graphs underscore EU climate decisions, a catalog for Wikidata resources, NeuG adds... - [The Weekly Edge: Independent Ladybugs, Hamburg Graphs, DataFusion Hacks & more](https://gdotv.com/blog/the-weekly-edge-ladybugdb-pykci-apache-datafusion/): Discover what's new this week in graph technology: LadybugDB splits from Kuzu, Apache DataFusion scales billion-edge graphs, and Tentris lands... - [Practical Advice for Ontology Engineering on RDF & Property Graphs](https://gdotv.com/blog/ontology-modelling-rdf-property-graphs/): Learn how to engineer a graph ontology that keeps its meaning across RDF and property graph systems, with practical modelling... - [Practical Advice on Graph Visualization: The Case of SigmaJS](https://gdotv.com/blog/practical-advice-on-graph-visualization-with-sigmajs/): Explore how SigmaJS became the default engine for web graph visualization, the WebGL rendering tradeoff it solves, and why gdotv... - [The Weekly Edge: Gdotv on Apache TinkerPop Wide Stream, Aerospike Goes Open Source, Information Retrieval Benchmarks & more](https://gdotv.com/blog/teg-db-apache-tinkerpop-aerospike-rome/): Discover what's new this week in graph technology: Amir dives into the TEG-DB benchmark, Aerospike Graph goes open source, and... - [gdotv Now Supports pgGraph, Graph Queries on PostgreSQL](https://gdotv.com/blog/gdotv-now-supports-pggraph-graph-queries-on-postgresql/): Explore pgGraph support in gdotv: connect to your PostgreSQL tables, write GQL graph queries, and visualize traversals and shortest paths... - [Introducing pgGraph Support, Node Icons & Language-Aware Terminology [gdotv v3.63.137 Release Notes]](https://gdotv.com/blog/introducing-pggraph-support-node-icons-language-aware-terminology-gdotv-v3-63-137-release-notes/): Discover gdotv v3. 63. 137: pgGraph support brings graph queries to PostgreSQL, plus node icons, language-aware vertex & edge terminology,... - [Pitting gdotv Against AWS Graph-Explorer (LPG)](https://gdotv.com/blog/aws-neptune-graph-explorer-vs-gdotv/): How does gdotv compare against AWS graph-explorer? 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Follow along with this deep-dive as we explore the various features of each... - [The Weekly Edge: European Railways, Norwegian Weather, Metallic Graphs & more](https://gdotv.com/blog/the-weekly-edge-european-railways-norwegian-weather-metallic-graphs/): Discover what's new this week in graph technology: querying timeseries via SPARQL, SHACL-DS validates European Railways, and Stardog's LLM-first rebrand. - [Building a Property Graph Pipeline from the TEG Benchmark: Part 4 - A Critical Examination of Text-Enriched Graphs](https://gdotv.com/blog/teg-benchmark-property-graph-pipeline-critical-analysis/): Read our critical analysis of TEG-DB: seven empirical findings on edge text quality, semantic entropy, and evaluation design gaps in... - [Working with JanusGraph? Here's how gdotv compares to JanusGraph Visualizer](https://gdotv.com/blog/janusgraph-visualizer-vs-gdotv/): How does gdotv compare against JanusGraph Visualizer? 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A deep dive into the category. - [Introducing AI Query Generation and Cypher Dialect specific autocomplete [gdotv v3.61.129 Release Notes]](https://gdotv.com/blog/gdotv-release-llm-chat-cypher-autocomplete/): Explore the latest release of gdotv, featuring a brand new LLM chat interface, dialect aware Cypher autocomplete, and more - [Visualizing Apache AGE: Connecting gdotv and Exploring the Air Routes Graph](https://gdotv.com/blog/visualizing-apache-age-gdotv/): Connect gdotv to Apache AGE and explore your graph visually: schema view, Cypher and SQL editor, graph visualization, no-code explorer,... - [Loading Data into Apache AGE: A Practical Guide with the Air Routes Dataset](https://gdotv.com/blog/loading-data-apache-age-air-routes/): Load data into Apache AGE with agload or Postgres staging tables and Cypher UNWIND. Walks through the air routes dataset... - [Apache AGE Explained: how does it work and how does it fit in the Graph Database Landscape?](https://gdotv.com/blog/apache-age-explained/): What Apache AGE is, how it stores graphs as Postgres tables, how AgType works (with casting cookbook), and how AGE... - [Running Apache AGE: Docker Quickstart and Cloud Postgres Provider Landscape](https://gdotv.com/blog/running-apache-age-docker-cloud/): Run Apache AGE locally with Docker, plus a map of cloud Postgres support: Azure, EnterpriseDB, HorizonDB, AWS RDS, GCP Cloud... - [Graph Chat with Wes Madrigal, CEO & Co-Founder of Kurve](https://gdotv.com/blog/wes-madrigal-kurve-graphgeeks-video/): Watch this GraphGeeks chat with Wes Madrigal, CEO & Co-Founder of Kurve, as he discusses automating data discovery using graph... - [The Weekly Edge: 25 Years of the Semantic Web, GQL DB, Lance Graph & More](https://gdotv.com/blog/weekly-edge-semantic-web-anniversary-gql-db-aws-neptune/): Discover what’s new in graph tech this week, including the silver jubilee of the Semantic Web, a fully GQL graph... - [Our Favourite Talks & Memories from the Knowledge Graph Conference 2026](https://gdotv.com/blog/knowledge-graph-conference-2026-takeaways/): Catch up on everything that happened at the Knowledge Graph Conference 2026 with highlights from the gdotv team, including top... - [The Weekly Edge: Zero ETL Federated GQL, Context Graphs Beyond the Hype, Graph AI Memory & More](https://gdotv.com/blog/weekly-edge-federated-gql-query-engine-context-graphs-ai-memory/): Discover what’s new in graph tech this week, including a new graph query engine for federated GQL, a context graph... - [Learning Graph Databases with gdotv & Practical Gremlin (2nd Edition) by Kelvin Lawrence & Stephen Mallette](https://gdotv.com/blog/practical-gremlin-2nd-ed-kelvin-lawrence-stephen-mallette/): Dive into the world of graph databases with this dev guide using Practical Gremlin (2nd ed. ) and gdotv with... - [SHACL in gdotv: Unifying Your RDF Data Model & Validation](https://gdotv.com/blog/shacl-gdotv-unify-graph-data-model-validation/): Discover how gdotv transforms SHACL validation shapes into a unified RDF data model by integrating ontology and instance data into... - [Who Needs a Chart When You Can Just Chat? [feat. Data Day Texas 2026]](https://gdotv.com/blog/graph-visualization-data-day-texas-speaker-notes/): Watch (or read) this presentation by Christian Miles on the future of graph data visualization in the world of LLMs... - [Graph Chat with Amy Holder at GraphGeeks & Bryce Merkl Sasaki at gdotv](https://gdotv.com/blog/bryce-merkl-sasaski-amy-hodler-graphgeeks-video/): Watch this GraphGeeks video featuring Amy Hodler and Bryce Merkl Sasaki discussing the future of graph technology, AI memory, graph... - [The Weekly Edge: Knowledge Graphs Keep Heating Up, a LadybugDB Walkthrough, & Data Viz Won’t Save You (by Itself)](https://gdotv.com/blog/weekly-edge-knowledge-graphs-neptune-graphrag-data-visualization/): Discover what’s new in graph tech this week, including a knowledge graph build demo with AWS Neptune, a GraphRAG walkthrough,... - [The Weekly Edge: BigQuery Graph Goes Big, RDF 1.2 Advances, TinkerPop Hatches 3 New Gremlins, & more](https://gdotv.com/blog/weekly-edge-bigquery-graph-rdf-1-2-apache-tinkerpop-4-0-0/): Catch up on what’s new in graph tech this week, including BigQuery Graph’s debut, another RDF 1. 2 milestone, TinkerPop... - [How Dashboards Turn Questions into Data Analysis for Business Decisions](https://gdotv.com/blog/dashboard-data-analysis-walkthrough/): Discover how to build an effective data dashboard that guides real-world decisions with this in-depth data visualization walkthrough using a... - [We’ll See You at the Knowledge Graph Conference 2026!](https://gdotv.com/blog/knowledge-graph-conference-2026/): Discover what’s happening, who’s presenting, and which sessions to attend at the Knowledge Graph Conference 2026 – and meet the... - [Graph Chat with Meg Paulosky, Director of Data & Analytics at Stitch Fix](https://gdotv.com/blog/stitch-fix-meg-paulosky-graphgeeks-video/): Watch this GraphGeeks video with Meg Paulosky as she discusses how her team at Stitch Fix is using graph data... - [Introducing Support for Apache HugeGraph, GoogleSQL, SHACL Constraints, & More [gdotv v3.59.116 Release Notes]](https://gdotv.com/blog/gdotv-release-googlesql-hugegraph-shacl-ontology-constraints/): Discover what’s new in this release of gdotv with support for Apache HugeGraph, GoogleSQL autocomplete, SHACL ontology constraints, graph viz... - [The Weekly Edge: Read S3 Data with Cypher, Graph in Fabric GA, Epstein Files Graph Viz, & More](https://gdotv.com/blog/weekly-edge-amazon-s3-cypher-microsoft-graph-fabric-epstein-files/): Discover what’s new in graph tech this week: 2 graph updates from Microsoft, an RDF knowledge graph creator, and a... - [Graph Chat with Philip Rathle, Chief Technology Officer of Neo4j](https://gdotv.com/blog/neo4j-philip-rathle-graphgeeks-video/): Watch this GraphGeeks chat with Philip Rathle, CTO of Neo4j, as he discusses neuro-symbolic AI, the promise of GraphRAG, the... - [The Weekly Edge: Graph DB Rankings, openCypher Compliance, the Ultimate Pokémon Graph, & More](https://gdotv.com/blog/weekly-edge-pokemon-opencypher-compliance-graph-database-engines/): Discover what’s new in graph tech this week, including a new site comparing 94+ graph databases, an openCypher tool, and... - [Evaluating Codebase-Oriented RAG through Knowledge Graph Analysis [Part 2]](https://gdotv.com/blog/codebase-rag-knowledge-graph-analysis-part-2/): Crack open your codebase RAG with a knowledge graph analysis that illustrates hidden dependencies and other structural breakdowns in part... - [Announcing SPARQL Query Guardrails, Dashboarding, Query Editor Upgrades, & More [v3.53.111 Release Notes]](https://gdotv.com/blog/gdotv-release-dashboards-sparql-query-guardrails/): Discover what’s new in the latest release of gdotv with SPARQL query guardrails, dashboards for visual graph analytics, query editor... - [Cypher SET: Updating Node Properties in Your Graph Database [Byte-Sized Cypher Series]](https://gdotv.com/blog/cypher-query-language-set-clause-jason-koo-video/): Catch this video in the Byte-Sized Cypher series by Jason Koo teaching you how to use the SET clause in... - [Graph Chat with Sheamus McGovern, Founder of Open Data Science & AI Conference (ODSC)](https://gdotv.com/blog/open-data-science-ai-conference-sheamus-mcgovern-graphgeeks-video/): Watch this GraphGeeks chat with Sheamus McGovern, the Founder of the Open Data Science & AI Conference (ODSC), as he... - [The Weekly Edge: New Hydra Head Emerges, Autonomous Networks, Ontology Modeling Tips, & More](https://gdotv.com/blog/weekly-edge-hydra-puppygraph-ontology-data-modeling/): Discover what’s new in graph tech this week, including updates on the Hydra graph programming language, a PuppyGraph interview, a... - [Evaluating Codebase-Oriented RAG through Knowledge Graph Analysis [Part 1]](https://gdotv.com/blog/codebase-rag-knowledge-graph-analysis-part-1/): Crack open your codebase RAG with a knowledge graph analysis that illustrates hidden inheritance chains, hub detection, and more in... - [Graph Chat with David Hughes, Principal Solution Architect, Enterprise Knowledge](https://gdotv.com/blog/enterprise-knowledge-david-hughes-graphgeeks-video/): Watch this GraphGeeks video with David Hughes from Enterprise Knowledge as he discusses the future of connected data, agentic AI,... - [The Weekly Edge: Practical Gremlin, Multimodal Graphs, Semantic Caching & More](https://gdotv.com/blog/weekly-edge-practical-gremlin-multimodal-graphrag-semantic-caching/): Discover what’s new in graph tech this week, including a new edition of Practical Gremlin, a guide to optimize LLM... - [The Weekly Edge: BigQuery Goes Graph (Privately), a GQL Playground, a Knowledge Graph of Your Vibe Code & More](https://gdotv.com/blog/weekly-edge-bigquery-graph-gql-knowledge-graph-sparql/): Discover what’s new in graph tech this week, including Google BigQuery Graph entering private preview (shh! ), a Neo4j podcast,... - [Cypher DISTINCT: Removing Duplicates from Results [Byte-Sized Cypher Series]](https://gdotv.com/blog/cypher-query-language-return-distinct-clause-jason-koo-video/): Catch this episode of the Byte-Sized Cypher series by Jason Koo teaching you all about how to use the RETURN... - [The Weekly Edge: HugeGraph Goes Big, 2 Graph Releases, a Ticking Time Bomb & More](https://gdotv.com/blog/weekly-edge-hugegraph-semantic-layer-owl/): Discover what’s new in graph technology this week, including two graph database releases, a new OWL 2 RL reasoner, an... - [Graph Chat with Weimo Liu, CEO of PuppyGraph](https://gdotv.com/blog/puppygraph-weimo-liu-graphgeeks-video/): Watch this GraphGeeks video with Weimo Liu, CEO of PuppyGraph, as he discusses the strengths, advantages, and most common use... - [The Weekly Edge: Apple Buys Kuzu, Graphs in Your S3 Data, Neo4j vs. Postgres, & More](https://gdotv.com/blog/weekly-edge-kuzu-acquisition-apple-s3-graph-analytics-neo4j-vs-postgresql/): Learn what’s new in graph tech this week: breaking news about Kuzu’s acquisition, 2 Neptune Analytics use cases, a Neo4j... - [SPARQL Query Guardrails: Making Your SPARQL Queries ETL-Ready](https://gdotv.com/blog/sparql-query-guardrails-etl-ready/): Discover how SPARQL query guardrails in the gdotv IDE help you avoid common mistakes, pitfalls, and typos in your SPARQL... - [Graph Chat with Max Latey, CEO & Founder of Pinboard Consulting](https://gdotv.com/blog/pinboard-consulting-max-latey-graphgeeks-video/): Watch this GraphGeeks video with Max Latey, Founder of Pinboard Consulting, as he discusses the shift toward graph technology among... - [What We Took Home from the Final Edition of Data Day Texas](https://gdotv.com/blog/data-day-texas-gdotv-reflections/): Reminisce on the last-ever Data Day Texas with this wrap-up, summary, eulogy, and celebration of the data practitioner’s conference from... - [Cypher RETURN Clause: Selecting & Shaping Query Results [Byte-Sized Cypher Series]](https://gdotv.com/blog/cypher-query-language-return-clause-jason-koo-video/): Catch this episode of the Byte-Sized Cypher series by Jason Koo teaching you all about the RETURN clause in the... - [The Weekly Edge: SanjMo on Context Graphs, Zero-ETL Graph Analytics & More](https://gdotv.com/blog/weekly-edge-context-graphs-apache-age-spanner-graph-analytics/): Discover what’s new in graph tech this week, including an Apache AGE release for Postgres 18, a talk on context... - [Graph Chat with Jessica Talisman, Founder of the Ontology Pipeline](https://gdotv.com/blog/ontology-pipeline-jessica-talisman-graphgeeks-video/): Watch this GraphGeeks video interview with Jessica Talisman, Founder of the Ontology Pipeline, as she discusses semantic tech, neuro-symbolic AI,... - [Cypher MATCH Clause: Finding Nodes & Relationships in Your Graph [Byte-Sized Cypher Series]](https://gdotv.com/blog/cypher-query-language-match-clause-jason-koo-video/): Catch this episode of the Byte-Sized Cypher series by Jason Koo teaching you all about the MATCH clause in the... - [The Weekly Edge: Hyper/Knowledge Graphs, Advanced Neo4j Spatial, Hot Takes from Texas, & More [30 January 2026]](https://gdotv.com/blog/weekly-edge-knowledge-graphs-neo4j-spatial-neptune-analytics/): Discover what’s new in graph tech this week, including Amazon Neptune Analytics news, a digital twin case study, Mike Dillinger... - [5 Graph Tech Predictions for 2026 according to the Experts](https://gdotv.com/blog/5-graph-technology-predictions-2026/): Learn what graph technology experts and practitioners believe the year ahead has in store for the world of connected data... - [Graph Chat with Chang She, CEO & Co-Founder of LanceDB](https://gdotv.com/blog/lancedb-chang-she-graphgeeks-video/): Watch this GraphGeeks interview with Chang She, the CEO & Co-Founder of LanceDB, as he discusses the open source Lance... - [Cypher Labels: How to Organize Graph Nodes [Byte-Sized Cypher Series]](https://gdotv.com/blog/cypher-query-language-labels-jason-koo-video/): Catch this episode of the Byte-Sized Cypher video series by Jason Koo teaching you all about labels in the Cypher... - [The Weekly Edge: Hydra Goes Translingual, Graph Data Science for Rust, Knowledge Graph Mother Lode, & More [23 January 2026]](https://gdotv.com/blog/weekly-edge-hydra-graph-data-science-rust-knowledge-graphs/): Discover what’s new in graph tech this week, including a new Hydra demo, a trove of knowledge graph resources, and... - [Announcing Ontology Support, Improved Data Model Visualization, Entra ID auth Support & More [v3.51.108 Release Notes]](https://gdotv.com/blog/gdotv-release-ontology-support-apache-age-data-model-viz/): Dive into the latest release of G. V graph database IDE including new features for ontology support, improved data model... - [Graph Chat with Akon Dey, Co-Founder of RyuGraph](https://gdotv.com/blog/ryugraph-akon-dey-graphgeeks-video/): Watch this GraphGeeks video interview with Akon Dey, Co-Founder of Predictable Labs, the startup behind the RyuGraph embedded graph database... - [Cypher CREATE Clause: Adding Nodes & Relationships to Your Graph [Byte-Sized Cypher Series]](https://gdotv.com/blog/cypher-query-language-create-clause-jason-koo-video/): Catch the first episode of the Byte-Sized Cypher video series by Jason Koo teaching beginners all about the Cypher query... - [The Weekly Edge: Graph Analytics on DuckDB, Context Graphs, the Power of Librarians, & More [16 January 2026]](https://gdotv.com/blog/weekly-edge-context-graphs-neo4j-graph-analytics-duckdb/): Discover what’s new this week in graph technology, including a new TuringDB release, a video interview with Jessica Talisman of... - [Graph Chat with Arun Sharma, Founder of LadybugDB](https://gdotv.com/blog/ladybugdb-arun-sharma-graphgeeks-video/): Watch this GraphGeeks video interview with Arun Sharma, a former engineer at Facebook and now the Founder of the LadybugDB... - [The Weekly Edge: Knowledge Graphs at Netflix & Bloomberg, Graphs on Postgres, & Make Your Music SPARQL [9 January 2026]](https://gdotv.com/blog/weekly-edge-knowledge-graphs-netflix-bloomberg-postgres/): Discover what’s new this week in graph tech, including a demo of graphs on PostgreSQL, a JanusGraph walkthrough, and interviews... - [Come Connect with Graph Folks at Data Day Texas!](https://gdotv.com/blog/data-day-texas-2026/): Discover who all is presenting at Data Day Texas 2026 – including the G. V team, other graph tech experts,... - [The Yearly Edge: All the News Nodes & Relationships That Shaped Graph Tech in 2025](https://gdotv.com/blog/yearly-edge-graph-technology-news-recap-2025/): Rediscover the headlines that shaped the world of graph database technology in 2025, including Spanner Graph, RDF 1. 2, Dgraph,... - [Join Neo4j & G.V() at the Scotland Data Science & Technology Meetup!](https://gdotv.com/blog/neo4j-gdotv-scotland-data-science-meetup/): Come learn all about graph data science, MCP, and agentic AI tools from two graph tech experts at the January... - [One Graph Client to Rule them All? [Video]](https://gdotv.com/blog/gdotv-review-video-getting-started-jason-koo/): Watch this developer walkthrough video by Jason Koo and learn more about the G. V graph database client and IDE... - [Announcing Apache AGE Support, RDF Expansion, a Brand-New Interface, Updated Labels & More [v3.48.105 Release Notes]](https://gdotv.com/blog/gdotv-release-apache-age-rdf-ux-update/): Discover what’s new in the latest release of G. V with support for Apache AGE on Postgres, expanded support for... - [The Weekly Edge: 2 Graph DB Releases, an Apache AGE Manager, Graph Versioning, & More [12 December 2025]](https://gdotv.com/blog/weekly-edge-graphdb-apach-age-turingdb-12-december-2025/): Discover what’s new this week in graph technology, including big releases from Graphwise and ArcadeDB, a new Apache AGE graph... - [My Top 5 Favourite Talks from NODES 2025](https://gdotv.com/blog/neo4j-nodes-2025-top-5-videos/): Discover some of the best technical talks and videos from the NODES 2025 online conference organized by Neo4j and curated... - [Stop Right There: Conducting Fraud Detection with Aerospike Graph](https://gdotv.com/blog/aerospike-graph-fraud-detection/): Discover how to detect fraudulent financial transactions with speed and accuracy using G. V and Aerospike Graph Database in this... - [The Weekly Edge: Linkurious Gets Acquired, CDL Wraps, Graph Benchmarks for TinkerPop & More [5 December 2025]](https://gdotv.com/blog/weekly-edge-linkurious-connected-data-london-tinkerpop-benchmark-5-december-2025/): Discover what’s new this week in graph technology, including a big acquisition, a pre-seed investment, a 360-degree take on Connected... - [What Went Down at Connected Data London 2025 [Recap & Reflections]](https://gdotv.com/blog/connected-data-london-2025-recap/): Experience Connected Data London through the eyes of software developer Joe Stainke including his favourite talks and key takeaways from... - [G.V() Snatches Up £500,000 in First Cheque Investment from Techstart Ventures](https://gdotv.com/blog/first-cheque-pre-seed-investment-round/): Learn all about G. V’s recent $658,000 pre-seed investment round from Techstart Ventures and what’s ahead for the product, company,... - [The Weekly Edge: Baroque Org Charts, AI & Graph Visualization, Graph DB Demos & More [28 November 2025]](https://gdotv.com/blog/weekly-edge-graph-viz-edition-28-november-2025/): Discover what's new this week in graph technology: First Brands bankruptcy visualization reveals fraud's architecture, IEEE VIS papers explore how... - [The Weekly Edge: Release of the Gremlins, Spotlight on Embeddable Graph Databases, & More [21 November 2025]](https://gdotv.com/blog/weekly-edge-gremlin-gql-puppygraph-21-november-2025/): Discover what’s new this week in graph technology, including a new (embeddable) graph database, a double TinkerPop release, big PuppyGraph... - [ISWC Recap: Trends & Reflections from the International Semantic Web Conference 2025](https://gdotv.com/blog/international-semantic-web-conference-2025-reflections/): Catch up on everything that happened at ISWC this year, including awards, papers, trends, and reflections on what this year’s... - [The Weekly Edge: RDF Edition! [14 November 2025]](https://gdotv.com/blog/weekly-edge-rdf-edition-14-november-2025/): Discover what’s new in the world of RDF triplestores this week, including beginner tutorials, ISWC coverage, and how RDF powers... - [RDF Support Is Now Available in G.V() [v3.41.99 Release Notes]](https://gdotv.com/blog/gdotv-rdf-triplestore-support-announcement/): Learn more about how the latest release of G. V now supports RDF triplestores and the SPARQL query language with... - [The Weekly Edge: New Gremlin Contributor, 2 Graph Releases, Ontologies in Aura, & More [7 November 2025]](https://gdotv.com/blog/weekly-edge-gremlin-ladybug-arcadedb-ontologies-7-november-2025/): Discover what’s new in the world of graph technology this week, including a new Gremlin graph database, 2 other major... - [The Weekly Edge: Dgraph Lives, RyuGraph Rises, Gephi Lite & More [31 October 2025]](https://gdotv.com/blog/weekly-edge-dgraph-ryugraph-gephi-lite-31-october-2025/): Discover what’s new in the world of graph technology this week, including a Dgraph acquisition, a new fork of Kuzu,... - [The Weekly Edge: Kuzu Forks, DuckDB Goes Graph, Cypher 25 & More [24 October 2025]](https://gdotv.com/blog/weekly-edge-kuzu-forks-duckdb-graph-cypher-24-october-2025/): Discover what’s new in the world of graph tech this week, including what’s next for Kuzu, a new book on... --- # # Detailed Content ## Pages --- --- --- --- --- --- --- --- --- --- --- --- --- --- --- --- --- --- --- --- --- --- --- --- --- --- --- --- --- --- --- --- --- --- --- --- --- --- --- --- ## Posts - Categories: Tech Feature - Tags: Apache DataFusion, gdotv, graph algorithms, gremlin server, PageRank, Rust, WCC We replicate Sem Sinchenko's Apache DataFusion pipeline for running PageRank and Weakly Connected Components on billion-scale graphs using a laptop, and verify the results with gdotv. --- - Categories: Release Notes - Tags: AWS Neptune, Cypher, data model, graph databases, graph visualization, Gremlin, pgGraph, RDF, SigmaJS, SPARQL Discover multi-graph connections in gdotv v3.74.142: move between graphs, datasets and repositories on one connection, with data models that load themselves. --- - Categories: Weekly Edge - Tags: amazon neptune, fraud detection, GFQL, Graphistry, GraphRAG, GraphTalk, Neo4j, Polars, SPARQL, Weekly Edge, Wikidata Discover this week's graph technology news: Santander's fraud-graph repo, Neo4j's GraphTalk recap, GFQL's Polars support, and AWS's GraphRAG walkthrough. --- - Categories: Weekly Edge - Tags: biomedical, FAIR, graph databases, knowledge graph, misinformation, PuppyGraph, RDF, Semantic Web, Stripe, Weekly Edge, Zero-ETL Discover this week's graph technology news: a knowledge graph misinformation failure, Stripe's graph-based recovery system, biomedical KGs & Zero-ETL. --- - Categories: Kuzu, Tech Feature - Tags: Cypher, DuckDB, embedded graph database, ETL, graph data model, graph databases, GraphGeeks, GraphRAG, Kuzu, LadybugDB Learn how to use LadybugDB's ADBC extension to turn a large Snowflake TPC-DS dataset into a graph, then explore and query the results with gdotv. --- - Categories: Weekly Edge - Tags: graph algorithms, GraphCon, GraphRAG, GraphScope, knowledge graph, NebulaGraph, ontology, Semantic Web, TypeDB, Wikidata Discover what's new this week in graph technology: Graphs underscore EU climate decisions, a catalog for Wikidata resources, NeuG adds graph algorithms & more. --- - Categories: Weekly Edge - Tags: FalkorDB, graph query engine, knowledge graph, LadybugDB, RDF, Tentris, triplestore, Weekly Edge Discover what's new this week in graph technology: LadybugDB splits from Kuzu, Apache DataFusion scales billion-edge graphs, and Tentris lands seed funding. --- - Categories: General - Tags: data model, knowledge graph, labeled property graph, ontology, ontology engineering, OWL, RDF, semantic layer, Semantic Web, SHACL Learn how to engineer a graph ontology that keeps its meaning across RDF and property graph systems, with practical modelling best practices and tooling. --- - Categories: General - Tags: Cytoscape.js, data visualization, Gephi, graph databases, graph technology, graph visualization, knowledge graph, network visualization, SigmaJS, WebGL Explore how SigmaJS became the default engine for web graph visualization, the WebGL rendering tradeoff it solves, and why gdotv sponsors its development. --- - Categories: Weekly Edge - Tags: Aerospike Graph, Apache TinkerPop, AWS Neptune, GraphRAG, Neo4j, RDF, Weekly Edge Discover what's new this week in graph technology: Amir dives into the TEG-DB benchmark, Aerospike Graph goes open source, and Neo4j debuts Enterprise Studio. --- - Categories: General - Tags: data model, database client, Evokoa, GQL, graph data, graph databases, graph on relational, graph visualization, pgGraph, PostgreSQL Explore pgGraph support in gdotv: connect to your PostgreSQL tables, write GQL graph queries, and visualize traversals and shortest paths with no migration. --- - Categories: Release Notes - Tags: Apache TinkerPop, Cypher, graph databases, graph visualization, Gremlin, LadybugDB, pgGraph, PostgreSQL, RDF, SPARQL Discover gdotv v3.63.137: pgGraph support brings graph queries to PostgreSQL, plus node icons, language-aware vertex & edge terminology, RDF lang-tag grouping. --- - Categories: Amazon Neptune, General - Tags: amazon neptune, AWS Neptune, aws neptune visualizaiton, Cypher, graph databases, graph visualization, Gremlin How does gdotv compare against AWS graph-explorer? Follow along with this deep-dive as we explore the various features of each framework. --- - Categories: Weekly Edge - Tags: Apache AGE, knowledge graph, ontology, OWL, Postgres, SHACL Discover what's new this week in graph technology: N3 rules for ontology alignment, Yugabyte's agent-ready Postgres, and ontology-free graph construction. --- - Categories: General - Tags: graph databases, graph visualization, knowledge graph, RDF, SPARQL How does gdotv compare against Zazuko Graph Explorer? Follow along with this deep-dive as we explore the various features of each framework. --- - Categories: General - Tags: graph technology, graph visualization, GraphDB, graphdb workbench, RDF, SPARQL How does gdotv compare against GraphDB Workbench? Follow along with this deep-dive as we explore the various features of each framework. --- - Categories: Weekly Edge - Tags: Apache AGE, knowledge graph, LLMs, RDF, SHACL, SPARQL, Stardog Discover what's new this week in graph technology: querying timeseries via SPARQL, SHACL-DS validates European Railways, and Stardog's LLM-first rebrand. --- - Categories: General - Tags: AWS Neptune, benchmark, Cypher, graph data, graph databases, graph visualization, Gremlin Read our critical analysis of TEG-DB: seven empirical findings on edge text quality, semantic entropy, and evaluation design gaps in text-enriched graph benchmarks. --- - Categories: General - Tags: graph database, graph visualization, Gremlin, JanusGraph How does gdotv compare against JanusGraph Visualizer? Follow along with this deep-dive as we explore the various features of each framework. --- - Categories: Uncategorized - Tags: Apache AGE, graph database, graph visualization How does gdotv compare against Apache AGE Viewer? Follow along with this deep-dive as we explore the various features of each framework. --- - Categories: Weekly Edge - Tags: graph analytics, knowledge graph, Microsoft Fabric, Neo4j, RDF, Spanner Graph, SPARQL Discover what's new this week in graph technology: Neo4j acquires GraphAware, Spanner Graph adds new algorithms, Microsoft Fabric Graph goes GA, and more. --- - Categories: General - Tags: AWS Neptune, benchmark, Cypher, graph data, graph databases, graph visualization, Gremlin Explore four queries in gdotv against TEG-DB show what edge text enables: sentiment polarity, citation chains, and contradictions invisible to graph topology. --- - Categories: General - Tags: AWS Neptune, benchmark, graph data, graph databases, graph visualization, Gremlin, S3 Load TEG-DB CSV files into Amazon Neptune via the bulk loader API, connect gdotv with IAM auth, and verify the loaded graph with Gremlin. --- - Categories: Weekly Edge - Tags: Apache AGE, graph applications, graph on relational, GraphRAG, LadybugDB, Neo4j, Postgres, relational databases, virtual graph, Weekly Edge Discover what’s new in graph tech this week, including a whole host of graph-on-relational technologies relating to Neo4j, Snowflake, Apache AGE, and Postgres. --- - Categories: General - Tags: AWS Neptune, benchmark, citation graph, Cypher, graph databases, graph visualization, Gremlin Find out how to build a property graph pipeline converting the TEG-DB graph benchmark from PyTorch Geometric pickles into AWS Neptune import-ready CSV files. --- - Categories: Amazon Neptune, General - Tags: AWS, AWS Neptune, Cypher, graph databases, Gremlin Follow this walk-through to see how you can import data from your S3 bucket into your AWS Neptune cluster, and see the results in gdotv! --- - Categories: General, Kuzu - Tags: Cypher, embedded graph database, FalkorDB, graph databases, Kuzu, LadybugDB, open source, Raphtory Find out how Kuzu pioneered embedded graph databases, their legacy, how LadybugDB carries the project on, and where you should look next. --- - Categories: General - Tags: BigQuery, Google BigQuery, GQL, graph database, graph visualization, recommendation system Learn how to build and construct recommendation systems using graphs by following this Google BigQuery demo with gdotv. --- - Categories: General - Tags: GQL, graph databases, graph on relational, graph query engine, PuppyGraph, RDF, Spanner Graph, SQL/PGQ Learn how graph-on-relational engines work in 2026: PuppyGraph, SQL:2023, ISO GQL, hyperscalers, and Prometheux. A deep dive into the category. --- - Categories: Release Notes - Tags: BigQuery Graph, Cypher, Google Cloud, graph database, graph visualization, knowledge graph, query generation, Talk to your graph Explore the latest release of gdotv, featuring a brand new LLM chat interface, dialect aware Cypher autocomplete, and more --- - Categories: General - Tags: Apache AGE, Apache AGE client, Apache AGE visualization, Cypher editor, graph database client, graph visualization, no-code graph explorer Connect gdotv to Apache AGE and explore your graph visually: schema view, Cypher and SQL editor, graph visualization, no-code explorer, WYSIWYG editing. --- - Categories: General - Tags: Apache AGE, Apache AGE tutorial, graph data loading Load data into Apache AGE with agload or Postgres staging tables and Cypher UNWIND. Walks through the air routes dataset with focus on property types. --- - Categories: General - Tags: AgType, AgType cast, Apache AGE, Apache AGE vs Neo4j, Cypher, graph database, JanusGraph, openCypher, PostgreSQL graph, SQL/PGQ What Apache AGE is, how it stores graphs as Postgres tables, how AgType works (with casting cookbook), and how AGE compares to Neo4j, JanusGraph, and SQL/PGQ. --- - Categories: General - Tags: Apache AGE, AWS RDS PostgreSQL, Azure HorizonDB, Azure PostgreSQL, cloud PostgreSQL, EnterpriseDB, pgRouting, Supabase Run Apache AGE locally with Docker, plus a map of cloud Postgres support: Azure, EnterpriseDB, HorizonDB, AWS RDS, GCP Cloud SQL, Supabase, Snowflake. --- - Categories: Graph Community - Tags: AI, data discovery, graph analytics, graph databases, graph technology, GraphGeeks, machine learning, metadata, ontologies, ontology Watch this GraphGeeks chat with Wes Madrigal, CEO & Co-Founder of Kurve, as he discusses automating data discovery using graph traversals and ontologies for AI. --- - Categories: Weekly Edge - Tags: Apache TinkerPop, AWS Neptune, GQL, graph query engine, knowledge graph, ontologies, RDF, Semantic Web, SPARQL, Ultipa, Weekly Edge Discover what’s new in graph tech this week, including the silver jubilee of the Semantic Web, a fully GQL graph database, ApacheTinkerPop 4.0 beta and more. --- - Categories: Graph Community - Tags: connected data, data visualization, graph visualization, Hydra, knowledge graph, Knowledge Graph Conference, labeled property graph, RDF, Semantic Web, SPARQL Catch up on everything that happened at the Knowledge Graph Conference 2026 with highlights from the gdotv team, including top workshops and must-see talks. --- - Categories: Weekly Edge - Tags: .NET, AWS Neptune, context graphs, GQL, graph databases, Memgraph, Neo4j, NODES, Oracle, Postgres, Weekly Edge Discover what’s new in graph tech this week, including a new graph query engine for federated GQL, a context graph talk, .NET dev for AWS Neptune and more. --- - Categories: Tech Feature - Tags: Apache TinkerPop, AWS Neptune, dashboards, database client, ER Diagram, graph database client, graph databases, Graph Query Language, graph visualization, Gremlin Dive into the world of graph databases with this dev guide using Practical Gremlin (2nd ed.) and gdotv with updated code and data visualization examples. --- - Categories: RDF, Tech Feature - Tags: Apache Jena Fuseki, data model, database schema, knowledge graph, ontology, OWL, RDF, RDFS, SHACL, triplestore Discover how gdotv transforms SHACL validation shapes into a unified RDF data model by integrating ontology and instance data into one explorable view. --- - Categories: Graph Community, Tech Feature - Tags: AI, dashboards, Data Day Texas, data exploration, data model, data visualization, graph databases, graph visualization, LLMs, network visualization Watch (or read) this presentation by Christian Miles on the future of graph data visualization in the world of LLMs – inspired by his talk at Data Day Texas. --- - Categories: Graph Community - Tags: AI memory, connected data, data visualization, graph analytics, graph databases, graph technology, GraphCon, GraphGeeks, GraphRAG, Neo4j Watch this GraphGeeks video featuring Amy Hodler and Bryce Merkl Sasaki discussing the future of graph technology, AI memory, graph tech tooling, and more. --- - Categories: Weekly Edge - Tags: AWS Neptune, Cypher, data visualization, graph analytics, GraphRAG, knowledge engineering, knowledge graph, Kuzu, LadybugDB, ontology, Weekly Edge Discover what’s new in graph tech this week, including a knowledge graph build demo with AWS Neptune, a GraphRAG walkthrough, LadybugDB’s revival, and more. --- - Categories: Weekly Edge - Tags: Apache TinkerPop, BigQuery Graph, GQL, graph databases, graph visualization, Gremlin, knowledge graph, RDF, Spanner Graph, SPARQL, Weekly Edge Catch up on what’s new in graph tech this week, including BigQuery Graph’s debut, another RDF 1.2 milestone, TinkerPop 4.0, a graph viz home run, and more. --- - Categories: Tech Feature - Tags: Cypher, dashboards, data analysis, data visualization, graph data, graph databases, graph visualization, JSON, Neo4j, Northwind Discover how to build an effective data dashboard that guides real-world decisions with this in-depth data visualization walkthrough using a Northwind example. --- - Categories: Graph Community - Tags: connected data, context graphs, graph data science, graph databases, graph visualization, knowledge graph, Knowledge Graph Conference, ontologies, RDF, Semantic Web Discover what’s happening, who’s presenting, and which sessions to attend at the Knowledge Graph Conference 2026 – and meet the gdotv team while you’re at it! --- - Categories: Graph Community - Tags: AI, data science, graph data, graph data science, graph databases, graph technology, GraphGeeks, knowledge graph, recommendation engine, retail Watch this GraphGeeks video with Meg Paulosky as she discusses how her team at Stitch Fix is using graph data science and AI agents to better serve clients. --- - Categories: Release Notes - Tags: GoogleSQL, graph databases, graph visualization, Gremlin, HugeGraph, knowledge graph, ontology, RDF, SHACL, triplestore Discover what’s new in this release of gdotv with support for Apache HugeGraph, GoogleSQL autocomplete, SHACL ontology constraints, graph viz updates & more! --- - Categories: Weekly Edge - Tags: AWS Neptune, Cypher, graph visualization, knowledge graph, Microsoft Fabric, ontology, RDF, Sentinel Graph, SHACL, SPARQL, Weekly Edge Discover what’s new in graph tech this week: 2 graph updates from Microsoft, an RDF knowledge graph creator, and a graph visualization of the Epstein Files. --- - Categories: Graph Community - Tags: AI, AI memory, graph data, graph data science, graph databases, GraphGeeks, GraphRAG, LLMs, Neo4j, neuro-symbolic AI Watch this GraphGeeks chat with Philip Rathle, CTO of Neo4j, as he discusses neuro-symbolic AI, the promise of GraphRAG, the challenge of AI memory & more. --- - Categories: Weekly Edge - Tags: ArcadeDB, Cypher, digital humanities, FalkorDB, graph databases, graph query engine, graph visualization, Memgraph, Neo4j, RDF, Weekly Edge Discover what’s new in graph tech this week, including a new site comparing 94+ graph databases, an openCypher tool, and the graph centrality of Pikachu ⚡ --- - Categories: Tech Feature - Tags: C++, Cypher, graph data, graph databases, graph visualization, knowledge graph, LLMs, Memgraph, Python, RAG Crack open your codebase RAG with a knowledge graph analysis that illustrates hidden dependencies and other structural breakdowns in part 2 of this series. --- - Categories: Release Notes - Tags: business intelligence, dashboards, data visualization, graph analytics, graph data, graph databases, graph visualization, ontology, RDF, SPARQL Discover what’s new in the latest release of gdotv with SPARQL query guardrails, dashboards for visual graph analytics, query editor upgrades and much more! --- - Categories: Cypher, Tech Feature - Tags: ArcadeDB, connected data, Cypher, graph databases, graph query engine, graph technology, LadybugDB, Memgraph, Neo4j, video Catch this video in the Byte-Sized Cypher series by Jason Koo teaching you how to use the SET clause in the Cypher query language to update node properties. --- - Categories: Graph Community - Tags: agentic AI, AI, AI memory, data science, graph data science, graph databases, graph technology, GraphGeeks, GraphRAG, open source Watch this GraphGeeks chat with Sheamus McGovern, the Founder of the Open Data Science & AI Conference (ODSC), as he discusses graphs for AI memory and more. --- - Categories: Weekly Edge - Tags: data modeling, graph databases, graph query engine, GraphML, Hydra, knowledge graph, ontology, PuppyGraph, RDF, Spanner Graph, Weekly Edge Discover what’s new in graph tech this week, including updates on the Hydra graph programming language, a PuppyGraph interview, a Spanner Graph story & more. --- - Categories: Tech Feature - Tags: Cypher, graph analysis, graph databases, graph visualization, knowledge graph, LLMs, Memgraph, Ollama, RAG, SQLite Crack open your codebase RAG with a knowledge graph analysis that illustrates hidden inheritance chains, hub detection, and more in this 2-part blog series. --- - Categories: Graph Community - Tags: agentic AI, BAML, connected data, data modeling, graph databases, graph technology, GraphGeeks, GraphRAG, knowledge management, LanceDB Watch this GraphGeeks video with David Hughes from Enterprise Knowledge as he discusses the future of connected data, agentic AI, and knowledge management. --- - Categories: Weekly Edge - Tags: Apache TinkerPop, graph visualization, GraphGeeks, GraphRAG, Gremlin, knowledge graph, Neo4j, network science, semantic technology, Weekly Edge Discover what’s new in graph tech this week, including a new edition of Practical Gremlin, a guide to optimize LLM usage, a network science dataset, & more. --- - Categories: Weekly Edge - Tags: Apache Jena Fuseki, AWS Neptune, BigQuery Graph, Cypher, Google Cloud, GQL, Graph Query Language, knowledge graph, Neo4j, SPARQL, Weekly Edge Discover what’s new in graph tech this week, including Google BigQuery Graph entering private preview (shh!), a Neo4j podcast, a Neptune how-to, and more. --- - Categories: Tech Feature - Tags: connected data, Cypher, FalkorDB, graph databases, graph technology, Memgraph, Neo4j, PuppyGraph, video Catch this episode of the Byte-Sized Cypher series by Jason Koo teaching you all about how to use the RETURN DISTINCT clause in the Cypher query language. --- - Categories: Weekly Edge - Tags: ArcadeDB, Cypher, Gremlin, HugeGraph, knowledge graph, Memgraph, Neo4j, ontology, OWL, semantic layer, Weekly Edge Discover what’s new in graph technology this week, including two graph database releases, a new OWL 2 RL reasoner, an annotated semantic layer video, and more. --- - Categories: Graph Community, PuppyGraph - Tags: Cypher, ETL, graph analytics, graph databases, graph query engine, GraphGeeks, GraphRAG, Gremlin, knowledge graph, PuppyGraph Watch this GraphGeeks video with Weimo Liu, CEO of PuppyGraph, as he discusses the strengths, advantages, and most common use cases of a graph query engine. --- - Categories: Weekly Edge - Tags: AWS Neptune, entity resolution, geospatial, graph analytics, graph visualization, Kuzu, Neo4j, Neptune Analytics, Postgres, Weekly Edge Learn what’s new in graph tech this week: breaking news about Kuzu’s acquisition, 2 Neptune Analytics use cases, a Neo4j vs. PostgreSQL match up, and more. --- - Categories: RDF, Tech Feature - Tags: Apache Jena Fuseki, connected data, ETL, healthcare, life sciences, ontology, RDF, semantic layer, SPARQL, triplestore Discover how SPARQL query guardrails in the gdotv IDE help you avoid common mistakes, pitfalls, and typos in your SPARQL queries *before* you execute them. --- - Categories: Graph Community - Tags: ETL, GQL, graph data modeling, graph databases, graph query engine, graph technology, GraphGeeks, GraphRAG, PuppyGraph, SQL:2023 Watch this GraphGeeks video with Max Latey, Founder of Pinboard Consulting, as he discusses the shift toward graph technology among enterprise architects. --- - Categories: Graph Community - Tags: BI, business intelligence, connected data, Data Day Texas, data visualization, DuckDB, graph visualization, knowledge graph, semantic layer Reminisce on the last-ever Data Day Texas with this wrap-up, summary, eulogy, and celebration of the data practitioner’s conference from the gdotv team. --- - Categories: Tech Feature - Tags: AWS Neptune, connected data, Cypher, graph data, graph databases, graph query engine, graph technology, LadybugDB, Neo4j, video Catch this episode of the Byte-Sized Cypher series by Jason Koo teaching you all about the RETURN clause in the Cypher query language and how to use it. --- - Categories: Weekly Edge - Tags: Apache AGE, context graphs, Data Day Texas, graph analytics, GraphRAG, knowledge graph, Postgres, PuppyGraph, Spanner Graph, Weekly Edge Discover what’s new in graph tech this week, including an Apache AGE release for Postgres 18, a talk on context graphs, a review of Spanner Graph, and more. --- - Categories: Graph Community - Tags: graph data, graph technology, GraphGeeks, knowledge graph, labeled property graph, neuro-symbolic AI, ontologies, ontology, RDF, taxonomy Watch this GraphGeeks video interview with Jessica Talisman, Founder of the Ontology Pipeline, as she discusses semantic tech, neuro-symbolic AI, and more. --- - Categories: Tech Feature - Tags: connected data, Cypher, FalkorDB, graph data, graph databases, graph query engine, graph technology, Memgraph, Neo4j, video Catch this episode of the Byte-Sized Cypher series by Jason Koo teaching you all about the MATCH clause in the Cypher query language and how to use it. --- - Categories: Weekly Edge - Tags: AWS Neptune, Azure Cosmos DB, Data Day Texas, graph analytics, knowledge graph, Neo4j, Neptune Analytics, ontologies, spatial, Weekly Edge Discover what’s new in graph tech this week, including Amazon Neptune Analytics news, a digital twin case study, Mike Dillinger on knowledge graphs & more. --- - Categories: Graph Community - Tags: Apache TinkerPop, context graphs, GQL, graph databases, graph query engine, GraphRAG, Hydra, labeled property graph, ontologies, RDF Learn what graph technology experts and practitioners believe the year ahead has in store for the world of connected data – from AI to hypergraphs and more. --- - Categories: Graph Community - Tags: Cypher, graph data, graph databases, graph query engine, graph technology, GraphGeeks, Lance Graph, LanceDB, multimodal, open source Watch this GraphGeeks interview with Chang She, the CEO & Co-Founder of LanceDB, as he discusses the open source Lance Graph project (with Cypher support!). --- - Categories: Cypher, Tech Feature - Tags: connected data, Cypher, data modeling, FalkorDB, graph data, graph databases, graph technology, Memgraph, Neo4j, video Catch this episode of the Byte-Sized Cypher video series by Jason Koo teaching you all about labels in the Cypher query language and when/how to use them. --- - Categories: Weekly Edge - Tags: Azure Cosmos DB, GQL, graph data science, GraphGeeks, Hydra, knowledge graph, PuppyGraph, Python, Rust, Weekly Edge Discover what’s new in graph tech this week, including a new Hydra demo, a trove of knowledge graph resources, and some professional development opportunities. --- - Categories: Release Notes - Tags: Apache AGE, data model, graph data model, graph databases, ontology, OWL, Postgres, RDF, SPARQL, triplestore Dive into the latest release of G.V() graph database IDE including new features for ontology support, improved data model visualization, EntraID, and more. --- - Categories: Graph Community - Tags: Cypher, Dgraph, embedded graph database, graph data model, graph databases, GraphGeeks, Kuzu, open source, RyuGraph, WebAssembly Watch this GraphGeeks video interview with Akon Dey, Co-Founder of Predictable Labs, the startup behind the RyuGraph embedded graph database (a Kuzu fork). --- - Categories: Cypher, Tech Feature - Tags: connected data, Cypher, FalkorDB, graph data, graph databases, graph technology, Memgraph, Neo4j, recommendation engine, video Catch the first episode of the Byte-Sized Cypher video series by Jason Koo teaching beginners all about the Cypher query language and graph databases. --- - Categories: Weekly Edge - Tags: ArcadeDB, context graphs, DuckDB, graph analytics, graph databases, GraphGeeks, Neo4j, ontology, TuringDB, Weekly Edge Discover what’s new this week in graph technology, including a new TuringDB release, a video interview with Jessica Talisman of Ontology Pipeline, and more. --- - Categories: Graph Community - Tags: Cypher, DuckDB, embedded graph database, ETL, graph data model, graph databases, GraphGeeks, GraphRAG, Kuzu, LadybugDB Watch this GraphGeeks video interview with Arun Sharma, a former engineer at Facebook and now the Founder of the LadybugDB embeddable graph database. --- - Categories: Weekly Edge - Tags: Apache AGE, graph databases, Gremlin, JanusGraph, knowledge graph, ontology, Postgres, RDF, SPARQL, Weekly Edge Discover what’s new this week in graph tech, including a demo of graphs on PostgreSQL, a JanusGraph walkthrough, and interviews with Bloomberg and Netflix. --- - Categories: Graph Community - Tags: AllegroGraph, Data Day Texas, data science, data visualization, graph data science, graph databases, graph visualization, Hydra, knowledge graph, ontology, PuppyGraph Discover who all is presenting at Data Day Texas 2026 – including the G.V() team, other graph tech experts, and plenty more – and we hope to see you there. --- - Categories: Graph Community, Weekly Edge - Tags: Dgraph, DuckDB, DuckPGQ, GDC, GQL, graph databases, graph visualization, Hydra, Kuzu, LadybugDB, Nodestream, RDF, RyuGraph, Spanner Graph, Weekly Edge Rediscover the headlines that shaped the world of graph database technology in 2025, including Spanner Graph, RDF 1.2, Dgraph, the death of Kuzu, and more. --- - Categories: Graph Community - Tags: AI, data science, Glasgow, graph analytics, graph data science, graph databases, knowledge graph, MCP, Neo4j, Scotland Come learn all about graph data science, MCP, and agentic AI tools from two graph tech experts at the January Data Science & Technology Meetup in Glasgow. --- - Categories: General, Tech Feature - Tags: AI, BAML, Docker, FalkorDB, graph data, graph databases, graph technology, MCP, Memgraph, Neo4j, video Watch this developer walkthrough video by Jason Koo and learn more about the G.V() graph database client and IDE that works with many graph technologies. --- - Categories: Release Notes - Tags: Apache AGE, Apache Jena Fuseki, Blazegraph, Postgres, RDF, RDF4J, RDFox, SPARQL, SQL, triplestore Discover what’s new in the latest release of G.V() with support for Apache AGE on Postgres, expanded support for RDF triplestores, a brand-new UI, and more. --- - Categories: Weekly Edge - Tags: Apache AGE, ArcadeDB, AWS Neptune, graph databases, GraphDB, Gremlin, knowledge graph, RDF, TuringDB, Weekly Edge Discover what’s new this week in graph technology, including big releases from Graphwise and ArcadeDB, a new Apache AGE graph database manager, and more. --- - Categories: Graph Community - Tags: AI, cybersecurity, Cypher, graph databases, graph technology, healthcare, knowledge graph, Neo4j, NODES Discover some of the best technical talks and videos from the NODES 2025 online conference organized by Neo4j and curated by Christian Miles from G.V(). --- - Categories: General - Tags: Aerospike Graph, Apache TinkerPop, data model, data visualization, fraud detection, graph databases, graph visualization, Gremlin, Java, Python Discover how to detect fraudulent financial transactions with speed and accuracy using G.V() and Aerospike Graph Database in this developer walkthrough. --- - Categories: Weekly Edge - Tags: Apache TinkerPop, AWS Neptune, Connected Data London, graph data modeling, graph technology, graph visualization, Gremlin, knowledge graph, RDF, Weekly Edge Discover what’s new this week in graph technology, including a big acquisition, a pre-seed investment, a 360-degree take on Connected Data London, and more. --- - Categories: Graph Community - Tags: connected data, Connected Data London, graph databases, graph technology, GraphGeeks, GraphRAG, JSON, knowledge graph, ontology, RDF Experience Connected Data London through the eyes of software developer Joe Stainke including his favourite talks and key takeaways from the conference. --- - Categories: General - Tags: business intelligence, connected data, Cypher, GQL, graph databases, Graph Query Language, graph visualization, Gremlin, RDF, SPARQL Learn all about G.V()’s recent $658,000 pre-seed investment round from Techstart Ventures and what’s ahead for the product, company, and graph community. --- - Categories: Weekly Edge - Tags: documentation graphs, FalkorDB, fraud detection, graph databases, graph visualization, IEEE VIS, knowledge graph, Neo4j, NODES, Weekly Edge Discover what's new this week in graph technology: First Brands bankruptcy visualization reveals fraud's architecture, IEEE VIS papers explore how AI perceives network diagrams, plus documentation graphs, FalkorDB's Text2SQL & Text2Cypher, and Neo4j's StrangerGraphs fan theory analysis. --- - Categories: Weekly Edge - Tags: Apache TinkerPop, GQL, graph databases, Graph Query Language, GraphGeeks, Gremlin, LadybugDB, PuppyGraph, RyuGraph, Weekly Edge Discover what’s new this week in graph technology, including a new (embeddable) graph database, a double TinkerPop release, big PuppyGraph news and more. --- - Categories: General, RDF - Tags: AI, ISWC, knowledge graph, LLMs, RDF, RDFox, semantic technology, Semantic Web, SPARQL, triplestore Catch up on everything that happened at ISWC this year, including awards, papers, trends, and reflections on what this year’s conference means for the future. --- - Categories: Weekly Edge - Tags: ISWC, knowledge graph, ontology, OWL, RDF, Semantic Web, SHACL, SPARQL, triplestore, Weekly Edge Discover what’s new in the world of RDF triplestores this week, including beginner tutorials, ISWC coverage, and how RDF powers the Netflix knowledge graph. --- - Categories: General, Release Notes - Tags: AllegroGraph, AWS Neptune, graph databases, QLever, RDF, Semantic Web, SPARQL, Stardog, Tentris, triplestore, Virtuoso Learn more about how the latest release of G.V() now supports RDF triplestores and the SPARQL query language with autocomplete, visualization, and more. --- - Categories: Weekly Edge - Tags: ArcadeDB, cybersecurity, GQL, Graph Query Language, Gremlin, Kuzu, LadybugDB, Neo4j, ontologies, Weekly Edge Discover what’s new in the world of graph technology this week, including a new Gremlin graph database, 2 other major releases, and cybersecurity primer. --- - Categories: Weekly Edge - Tags: AWS Neptune, Dgraph, Gephi, graph databases, GraphGeeks, Kuzu, network analysis, ontology, RyuGraph, Weekly Edge Discover what’s new in the world of graph technology this week, including a Dgraph acquisition, a new fork of Kuzu, the release of Gephi Lite, and more. --- - Categories: Weekly Edge - Tags: Cypher, DuckDB, DuckPGQ, graph databases, knowledge graph, Kuzu, LadybugDB, LLMs, Neo4j, Weekly Edge Discover what’s new in the world of graph tech this week, including what’s next for Kuzu, a new book on knowledge graphs and LLMs, Cypher upgrades and more. --- ---