Generated by All in One SEO Pro v5.0.1.1, this is an llms-full.txt file, used by LLMs to index the site. # 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/) ## Posts ### [How does gdotv compare with Neo4j Browser? Let's find out!](https://gdotv.com/blog/neo4j-graph-database-browser-vs-gdotv/) **Published:** April 4, 2025 **Author:** Joe Stainke **Excerpt:** How does gdotv compare with Neo4j Browser? Find out how each piece of software measures up in this feature-by-feature breakdown. **Content:** **Categories:** General, Neo4j **Tags:** AuraDB, Cypher, data model, database client, graph databases, graph visualization, Neo4j, Neo4j Browser --- ### [Amazon Neptune 101: Creating & Connecting to Your First Cluster [Developer Walkthrough]](https://gdotv.com/blog/amazon-neptune-setup-developer-walkthrough/) **Published:** July 24, 2025 **Author:** Amber Lennox **Excerpt:** Learn how to get started with Amazon Neptune graph database with this developer guide that walks you through setting up and connecting to your first cluster. **Content:** **Categories:** General, Release Notes **Tags:** AWS, AWS Neptune, Cypher, data model, data visualization, graph data, graph databases, graph visualization, Gremlin, SSH --- ### [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/) **Published:** November 28, 2025 **Author:** Bryce Merkl Sasaki **Excerpt:** 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. **Content:** **Categories:** Weekly Edge **Tags:** documentation graphs, FalkorDB, fraud detection, graph databases, graph visualization, IEEE VIS, knowledge graph, Neo4j, NODES, Weekly Edge --- ### [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/) **Published:** October 24, 2025 **Author:** Bryce Merkl Sasaki **Excerpt:** 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. **Content:** **Categories:** Weekly Edge **Tags:** Cypher, DuckDB, DuckPGQ, graph databases, knowledge graph, Kuzu, LadybugDB, LLMs, Neo4j, Weekly Edge --- ### [Come Connect with Graph Folks at Data Day Texas!](https://gdotv.com/blog/data-day-texas-2026/) **Published:** January 6, 2026 **Author:** Bryce Merkl Sasaki **Excerpt:** 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. **Content:** **Categories:** Graph Community **Tags:** AllegroGraph, Data Day Texas, data science, data visualization, graph data science, graph databases, graph visualization, Hydra, knowledge graph, ontology, PuppyGraph --- ### [Getting started on Aerospike Graph with G.V() - Gremlin IDE](https://gdotv.com/blog/aerospike-graph-gv/) **Published:** October 15, 2023 **Author:** Arthur **Excerpt:** Learn how G.V() - Gremlin IDE and Aerospike Graph work together to bring your graph project to life and claim your free 60 day trial of both solutions! **Content:** **Categories:** General **Tags:** Aerospike Graph, Apache TinkerPop, database client, graph databases, graph visualization, Gremlin --- ### [Working with JanusGraph? Here's how gdotv compares to JanusGraph Visualizer](https://gdotv.com/blog/janusgraph-visualizer-vs-gdotv/) **Published:** June 17, 2026 **Author:** Joe Stainke **Excerpt:** How does gdotv compare against JanusGraph Visualizer? Follow along with this deep-dive as we explore the various features of each framework. **Content:** **Categories:** General **Tags:** graph database, graph visualization, Gremlin, JanusGraph --- ### [A Spotlight on Cognee: the memory engine for AI Agents](https://gdotv.com/blog/cognee-graphs-that-learn/) **Published:** September 16, 2025 **Author:** Amber Lennox **Excerpt:** Cognee has developed a framework geared towards constructing AI memory. This means they turn your documents into a persistent memory layer, one that can be carried forward and queried across all language model queries. **Content:** **Categories:** Tech Feature **Tags:** agentic memory, AI, AI memory, cognee, graph visualization, language models, LLMs, Neo4j, topoteretes --- ### [Learning Graph Databases with G.V() and Practical Gremlin by Kelvin Lawrence](https://gdotv.com/blog/practial-gremlin-kelvin-lawrence/) **Published:** September 7, 2023 **Author:** Arthur **Excerpt:** Are you new to Apache TinkerPop or Graph Databases in general? Are you looking for directions on how to get started with graph data and the Gremlin query language? Then look no further than Kelvin Lawrence’s Practical Gremlin: An Apache TinkerPop Tutorial **Content:** **Categories:** General **Tags:** Apache TinkerPop, data model, graph visualization, Gremlin --- ### [Local Amazon Neptune Development with G.V() and LocalStack, the AWS Cloud Emulator](https://gdotv.com/blog/localstack-introduction/) **Published:** June 5, 2024 **Author:** Arthur **Content:** **Categories:** Amazon Neptune, General **Tags:** Apache TinkerPop, AWS Neptune, database client, graph visualization, Gremlin --- ### [G.V() Brings Interactive Graph Visualization To Google Cloud's Spanner Graph](https://gdotv.com/blog/google-cloud-spanner-graph-release/) **Published:** January 27, 2025 **Author:** Arthur **Excerpt:** Learn all about G.V()’s new compatibility with Google Cloud Spanner Graph including plug-and-play setup, graph visualization, and no-code data exploration. **Content:** **Categories:** General, Spanner Graph **Tags:** database client, Google Cloud, GoogleSQL, GQL, graph databases, Graph Query Language, graph technology, graph visualization, Spanner Graph, Spanner Studio --- ### [G.V() 1.57.81 Release Showcase](https://gdotv.com/blog/g-v-1-57-81-release-showcase/) **Published:** September 4, 2023 **Author:** Arthur **Content:** **Categories:** Release Notes **Tags:** Apache TinkerPop --- ### [G.V() is now Available for Hypermode Graphs & Dgraph](https://gdotv.com/blog/g-v-is-now-available-for-dgraph-and-hypermode-graphs/) **Published:** April 1, 2025 **Author:** Arthur **Excerpt:** G.V() is now compatible with Dgraph and Hypermode Graphs. With this partnership we bring a wealth of new tooling and features for Dgraph users to explore and visualize their graph data like never before. **Content:** **Categories:** Dgraph, General, Hypermode Graphs **Tags:** data model, database client, Dgraph, dgraph cloud, DQL, graph data, graph databases, graph technology, graph visualization, Hypermode, hypermode graphs --- ### [Pitting gdotv Against AWS Graph-Explorer (LPG)](https://gdotv.com/blog/aws-neptune-graph-explorer-vs-gdotv/) **Published:** June 29, 2026 **Author:** Joe Stainke **Excerpt:** How does gdotv compare against AWS graph-explorer? Follow along with this deep-dive as we explore the various features of each framework. **Content:** **Categories:** Amazon Neptune, General **Tags:** amazon neptune, AWS Neptune, aws neptune visualizaiton, Cypher, graph databases, graph visualization, Gremlin --- ### [The Weekly Edge: Neo4j Virtual Graphs, Graphing Snowflake, LegalGraphRAG & more](https://gdotv.com/blog/weekly-edge-graph-on-relational-neo4j-snowflake-apache-age/) **Published:** June 4, 2026 **Author:** Amber Lennox **Excerpt:** 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. **Content:** **Categories:** Weekly Edge **Tags:** Apache AGE, graph applications, graph on relational, GraphRAG, LadybugDB, Neo4j, Postgres, relational databases, virtual graph, Weekly Edge --- ### [From raw data to a knowledge graph with SynaLinks](https://gdotv.com/blog/from-raw-data-to-knowledge-graph-synalinks/) **Published:** August 26, 2025 **Author:** Amber Lennox **Excerpt:** SynaLinks is an open-source framework designed to make it easier to partner language models (LMs) with your graph technologies. Since most companies are not in a position to train their own language models from scratch, SynaLinks empowers you to adapt existing LMs on the market to specialized tasks. **Content:** **Categories:** Tech Feature **Tags:** agentic AI, graph databases, graph visualization, GraphRAG, keras, language models, Neo4j, Python, synalinks --- ### [How does gdotv compare to Zazuko Graph Explorer?](https://gdotv.com/blog/compare-gdotv-zazuko-graph-explorer/) **Published:** June 22, 2026 **Author:** Amir Hosseini **Excerpt:** How does gdotv compare against Zazuko Graph Explorer? Follow along with this deep-dive as we explore the various features of each framework. **Content:** **Categories:** General **Tags:** graph databases, graph visualization, knowledge graph, RDF, SPARQL --- ### [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/) **Published:** December 19, 2025 **Author:** Bryce Merkl Sasaki **Excerpt:** 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. **Content:** **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 --- ### [Graph Algorithms on Billions of Edges with Apache DataFusion](https://gdotv.com/blog/apache-data-fusion-for-graph-algorithms/) **Published:** August 7, 2026 **Author:** Amber Lennox **Excerpt:** 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. **Content:** **Categories:** Tech Feature **Tags:** Apache DataFusion, gdotv, graph algorithms, gremlin server, PageRank, Rust, WCC --- ### [A Landscape of the Emerging Graph on Relational Category](https://gdotv.com/blog/graph-on-relational-engines-landscape/) **Published:** May 22, 2026 **Author:** Arthur **Excerpt:** Learn how graph-on-relational engines work in 2026: PuppyGraph, SQL:2023, ISO GQL, hyperscalers, and Prometheux. A deep dive into the category. **Content:** **Categories:** General **Tags:** GQL, graph databases, graph on relational, graph query engine, PuppyGraph, RDF, Spanner Graph, SQL/PGQ --- ### [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/) **Published:** August 3, 2026 **Author:** Amir Hosseini **Excerpt:** Discover multi-graph connections in gdotv v3.74.142: move between graphs, datasets and repositories on one connection, with data models that load themselves. **Content:** **Categories:** Release Notes **Tags:** AWS Neptune, Cypher, data model, graph databases, graph visualization, Gremlin, pgGraph, RDF, SigmaJS, SPARQL --- ### [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/) **Published:** July 30, 2026 **Author:** Amber Lennox **Excerpt:** 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. **Content:** **Categories:** Weekly Edge **Tags:** amazon neptune, fraud detection, GFQL, Graphistry, GraphRAG, GraphTalk, Neo4j, Polars, SPARQL, Weekly Edge, Wikidata --- ### [LadybugDB and Snowflake: Building a Graph From a Relational Data Store](https://gdotv.com/blog/ladybugdb-adbc-connector-snowflake-with-gdotv/) **Published:** July 23, 2026 **Author:** Amber Lennox **Excerpt:** 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. **Content:** **Categories:** Kuzu, Tech Feature **Tags:** Cypher, DuckDB, embedded graph database, ETL, graph data model, graph databases, GraphGeeks, GraphRAG, Kuzu, LadybugDB --- ### [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/) **Published:** July 23, 2026 **Author:** Amber Lennox **Excerpt:** Discover this week's graph technology news: a knowledge graph misinformation failure, Stripe's graph-based recovery system, biomedical KGs & Zero-ETL. **Content:** **Categories:** Weekly Edge **Tags:** biomedical, FAIR, graph databases, knowledge graph, misinformation, PuppyGraph, RDF, Semantic Web, Stripe, Weekly Edge, Zero-ETL --- ### [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/) **Published:** July 16, 2026 **Author:** Amber Lennox **Excerpt:** Discover what's new this week in graph technology: Graphs underscore EU climate decisions, a catalog for Wikidata resources, NeuG adds graph algorithms & more. **Content:** **Categories:** Weekly Edge **Tags:** graph algorithms, GraphCon, GraphRAG, GraphScope, knowledge graph, NebulaGraph, ontology, Semantic Web, TypeDB, Wikidata --- ### [The Weekly Edge: Google Spanner Graph Algorithms, Neo4j Acquires GraphAware, Fisheries Knowledge Graph](https://gdotv.com/blog/weekly-edge-neo4j-graph-aware-spanner-graph-algorithms/) **Published:** June 11, 2026 **Author:** Amber Lennox **Excerpt:** Discover what's new this week in graph technology: Neo4j acquires GraphAware, Spanner Graph adds new algorithms, Microsoft Fabric Graph goes GA, and more. **Content:** **Categories:** Weekly Edge **Tags:** graph analytics, knowledge graph, Microsoft Fabric, Neo4j, RDF, Spanner Graph, SPARQL --- ### [The Weekly Edge: European Railways, Norwegian Weather, Metallic Graphs & more](https://gdotv.com/blog/the-weekly-edge-european-railways-norwegian-weather-metallic-graphs/) **Published:** June 18, 2026 **Author:** Amber Lennox **Excerpt:** Discover what's new this week in graph technology: querying timeseries via SPARQL, SHACL-DS validates European Railways, and Stardog's LLM-first rebrand. **Content:** **Categories:** Weekly Edge **Tags:** Apache AGE, knowledge graph, LLMs, RDF, SHACL, SPARQL, Stardog --- ### [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/) **Published:** July 2, 2026 **Author:** Amber Lennox **Excerpt:** 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. **Content:** **Categories:** Weekly Edge **Tags:** Aerospike Graph, Apache TinkerPop, AWS Neptune, GraphRAG, Neo4j, RDF, Weekly Edge --- ### [The Weekly Edge: RDF Inference, Yugabyte MAGE, Visualization with Apache AGE](https://gdotv.com/blog/the-weekly-edge-ontology-rules-yugabyte-posette/) **Published:** June 25, 2026 **Author:** Amir Hosseini **Excerpt:** Discover what's new this week in graph technology: N3 rules for ontology alignment, Yugabyte's agent-ready Postgres, and ontology-free graph construction. **Content:** **Categories:** Weekly Edge **Tags:** Apache AGE, knowledge graph, ontology, OWL, Postgres, SHACL --- ### [The Weekly Edge: Independent Ladybugs, Hamburg Graphs, DataFusion Hacks & more](https://gdotv.com/blog/the-weekly-edge-ladybugdb-pykci-apache-datafusion/) **Published:** July 9, 2026 **Author:** Amber Lennox **Excerpt:** Discover what's new this week in graph technology: LadybugDB splits from Kuzu, Apache DataFusion scales billion-edge graphs, and Tentris lands seed funding. **Content:** **Categories:** Weekly Edge **Tags:** FalkorDB, graph query engine, knowledge graph, LadybugDB, RDF, Tentris, triplestore, Weekly Edge --- ### [Practical Advice for Ontology Engineering on RDF & Property Graphs](https://gdotv.com/blog/ontology-modelling-rdf-property-graphs/) **Published:** July 7, 2026 **Author:** Amir Hosseini **Excerpt:** Learn how to engineer a graph ontology that keeps its meaning across RDF and property graph systems, with practical modelling best practices and tooling. **Content:** **Categories:** General **Tags:** data model, knowledge graph, labeled property graph, ontology, ontology engineering, OWL, RDF, semantic layer, Semantic Web, SHACL --- ### [Practical Advice on Graph Visualization: The Case of SigmaJS](https://gdotv.com/blog/practical-advice-on-graph-visualization-with-sigmajs/) **Published:** July 3, 2026 **Author:** Arthur **Excerpt:** Explore how SigmaJS became the default engine for web graph visualization, the WebGL rendering tradeoff it solves, and why gdotv sponsors its development. **Content:** **Categories:** General **Tags:** Cytoscape.js, data visualization, Gephi, graph databases, graph technology, graph visualization, knowledge graph, network visualization, SigmaJS, WebGL --- ### [gdotv Now Supports pgGraph, Graph Queries on PostgreSQL](https://gdotv.com/blog/gdotv-now-supports-pggraph-graph-queries-on-postgresql/) **Published:** July 1, 2026 **Author:** Joe Stainke **Excerpt:** Explore pgGraph support in gdotv: connect to your PostgreSQL tables, write GQL graph queries, and visualize traversals and shortest paths with no migration. **Content:** **Categories:** General **Tags:** data model, database client, Evokoa, GQL, graph data, graph databases, graph on relational, graph visualization, pgGraph, PostgreSQL --- ### [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/) **Published:** June 30, 2026 **Author:** Joe Stainke **Excerpt:** Discover gdotv v3.63.137: pgGraph support brings graph queries to PostgreSQL, plus node icons, language-aware vertex & edge terminology, RDF lang-tag grouping. **Content:** **Categories:** Release Notes **Tags:** Apache TinkerPop, Cypher, graph databases, graph visualization, Gremlin, LadybugDB, pgGraph, PostgreSQL, RDF, SPARQL --- ### [Comparing gdotv vs GraphDB Workbench](https://gdotv.com/blog/compare-gdotv-graph-db-workbench/) **Published:** June 18, 2026 **Author:** Amir Hosseini **Excerpt:** How does gdotv compare against GraphDB Workbench? Follow along with this deep-dive as we explore the various features of each framework. **Content:** **Categories:** General **Tags:** graph technology, graph visualization, GraphDB, graphdb workbench, RDF, SPARQL --- ### [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/) **Published:** June 17, 2026 **Author:** Arthur **Excerpt:** 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. **Content:** **Categories:** General **Tags:** AWS Neptune, benchmark, Cypher, graph data, graph databases, graph visualization, Gremlin --- ### [How does gdotv compare to Apache AGE Viewer?](https://gdotv.com/blog/compare-gdotv-apache-age-viewer/) **Published:** June 12, 2026 **Author:** Amber Lennox **Excerpt:** How does gdotv compare against Apache AGE Viewer? Follow along with this deep-dive as we explore the various features of each framework. **Content:** **Categories:** Uncategorized **Tags:** Apache AGE, graph database, graph visualization --- ### [Building a Property Graph Pipeline from the TEG Benchmark: Part 3 - Exploring with gdotv](https://gdotv.com/blog/teg-benchmark-property-graph-pipeline-explore-graph-visually/) **Published:** June 8, 2026 **Author:** Amir Hosseini **Excerpt:** Explore four queries in gdotv against TEG-DB show what edge text enables: sentiment polarity, citation chains, and contradictions invisible to graph topology. **Content:** **Categories:** General **Tags:** AWS Neptune, benchmark, Cypher, graph data, graph databases, graph visualization, Gremlin --- ### [Building a Property Graph Pipeline from the TEG Benchmark: Part 2 - Populating the AWS Neptune Graph](https://gdotv.com/blog/teg-benchmark-property-graph-pipeline-ingest-aws-neptune/) **Published:** June 5, 2026 **Author:** Amir Hosseini **Excerpt:** 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. **Content:** **Categories:** General **Tags:** AWS Neptune, benchmark, graph data, graph databases, graph visualization, Gremlin, S3 --- ### [Azure Cosmos DB Data Explorer vs. gdotv : A Side-by-Side Comparison](https://gdotv.com/blog/azure-cosmos-db-data-explorer-vs-gdotv/) **Published:** February 10, 2025 **Author:** Arthur **Excerpt:** Discover the differences between Azure Cosmos DB Data Explorer and gdotv in this detailed breakdown of both graph database clients and their features. **Content:** **Categories:** Azure Cosmos DB, General **Tags:** Azure Cosmos DB, Data Explorer, data model, graph data, graph data model, graph databases, graph visualization, Gremlin --- ### [Building a Property Graph Pipeline from the TEG Benchmark: Part 1 - From HuggingFace to Structured CSV](https://gdotv.com/blog/teg-benchmark-property-graph-pipeline-huggingface-to-csv/) **Published:** June 2, 2026 **Author:** Amir Hosseini **Excerpt:** 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. **Content:** **Categories:** General **Tags:** AWS Neptune, benchmark, citation graph, Cypher, graph databases, graph visualization, Gremlin --- ### [Running Apache AGE: Docker Quickstart and Cloud Postgres Provider Landscape](https://gdotv.com/blog/running-apache-age-docker-cloud/) **Published:** May 18, 2026 **Author:** Arthur **Excerpt:** Run Apache AGE locally with Docker, plus a map of cloud Postgres support: Azure, EnterpriseDB, HorizonDB, AWS RDS, GCP Cloud SQL, Supabase, Snowflake. **Content:** **Categories:** General **Tags:** Apache AGE, AWS RDS PostgreSQL, Azure HorizonDB, Azure PostgreSQL, cloud PostgreSQL, EnterpriseDB, pgRouting, Supabase --- ### [Loading Data into Apache AGE: A Practical Guide with the Air Routes Dataset](https://gdotv.com/blog/loading-data-apache-age-air-routes/) **Published:** May 19, 2026 **Author:** Arthur **Excerpt:** 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. **Content:** **Categories:** General **Tags:** Apache AGE, Apache AGE tutorial, graph data loading --- ### [Fill Your AWS Neptune Graph with S3 Data](https://gdotv.com/blog/aws-neptune-call-data-from-s3-bucket/) **Published:** May 29, 2026 **Author:** Amber Lennox **Excerpt:** 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! **Content:** **Categories:** Amazon Neptune, General **Tags:** AWS, AWS Neptune, Cypher, graph databases, Gremlin --- ### [Kuzu's Legacy and the New Wave of Embedded Graph Databases](https://gdotv.com/blog/kuzu-legacy-embedded-graph-database-landscape/) **Published:** May 28, 2026 **Author:** Arthur **Excerpt:** Find out how Kuzu pioneered embedded graph databases, their legacy, how LadybugDB carries the project on, and where you should look next. **Content:** **Categories:** General, Kuzu **Tags:** Cypher, embedded graph database, FalkorDB, graph databases, Kuzu, LadybugDB, open source, Raphtory --- ### [Build Your First Recommendation System with BigQuery Graph](https://gdotv.com/blog/customer-360-recommendation-system-with-google-bigquery-graph/) **Published:** May 26, 2026 **Author:** Amber Lennox **Excerpt:** Learn how to build and construct recommendation systems using graphs by following this Google BigQuery demo with gdotv. **Content:** **Categories:** General **Tags:** BigQuery, Google BigQuery, GQL, graph database, graph visualization, recommendation system --- ### [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/) **Published:** May 21, 2026 **Author:** Joe Stainke **Excerpt:** Explore the latest release of gdotv, featuring a brand new LLM chat interface, dialect aware Cypher autocomplete, and more **Content:** **Categories:** Release Notes **Tags:** BigQuery Graph, Cypher, Google Cloud, graph database, graph visualization, knowledge graph, query generation, Talk to your graph --- ### [Visualizing Apache AGE: Connecting gdotv and Exploring the Air Routes Graph](https://gdotv.com/blog/visualizing-apache-age-gdotv/) **Published:** May 19, 2026 **Author:** Arthur **Excerpt:** Connect gdotv to Apache AGE and explore your graph visually: schema view, Cypher and SQL editor, graph visualization, no-code explorer, WYSIWYG editing. **Content:** **Categories:** General **Tags:** Apache AGE, Apache AGE client, Apache AGE visualization, Cypher editor, graph database client, graph visualization, no-code graph explorer --- ### [Apache AGE Explained: how does it work and how does it fit in the Graph Database Landscape?](https://gdotv.com/blog/apache-age-explained/) **Published:** May 18, 2026 **Author:** Arthur **Excerpt:** 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. **Content:** **Categories:** General **Tags:** AgType, AgType cast, Apache AGE, Apache AGE vs Neo4j, Cypher, graph database, JanusGraph, openCypher, PostgreSQL graph, SQL/PGQ --- ### [Our Favourite Talks & Memories from the Knowledge Graph Conference 2026](https://gdotv.com/blog/knowledge-graph-conference-2026-takeaways/) **Published:** May 12, 2026 **Author:** Bryce Merkl Sasaki **Excerpt:** 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. **Content:** **Categories:** Graph Community **Tags:** connected data, data visualization, graph visualization, Hydra, knowledge graph, Knowledge Graph Conference, labeled property graph, RDF, Semantic Web, SPARQL --- ### [Graph Chat with Wes Madrigal, CEO & Co-Founder of Kurve](https://gdotv.com/blog/wes-madrigal-kurve-graphgeeks-video/) **Published:** May 15, 2026 **Author:** Bryce Merkl Sasaki **Excerpt:** 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. **Content:** **Categories:** Graph Community **Tags:** AI, data discovery, graph analytics, graph databases, graph technology, GraphGeeks, machine learning, metadata, ontologies, ontology --- ### [Graph Chat with Amy Holder at GraphGeeks & Bryce Merkl Sasaki at gdotv](https://gdotv.com/blog/bryce-merkl-sasaski-amy-hodler-graphgeeks-video/) **Published:** April 24, 2026 **Author:** Bryce Merkl Sasaki **Excerpt:** Watch this GraphGeeks video featuring Amy Hodler and Bryce Merkl Sasaki discussing the future of graph technology, AI memory, graph tech tooling, and more. **Content:** **Categories:** Graph Community **Tags:** AI memory, connected data, data visualization, graph analytics, graph databases, graph technology, GraphCon, GraphGeeks, GraphRAG, Neo4j --- ### [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/) **Published:** May 14, 2026 **Author:** Bryce Merkl Sasaki **Excerpt:** 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. **Content:** **Categories:** Weekly Edge **Tags:** Apache TinkerPop, AWS Neptune, GQL, graph query engine, knowledge graph, ontologies, RDF, Semantic Web, SPARQL, Ultipa, Weekly Edge --- ### [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/) **Published:** April 30, 2026 **Author:** Bryce Merkl Sasaki **Excerpt:** 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. **Content:** **Categories:** Weekly Edge **Tags:** .NET, AWS Neptune, context graphs, GQL, graph databases, Memgraph, Neo4j, NODES, Oracle, Postgres, Weekly Edge --- ### [We’ll See You at the Knowledge Graph Conference 2026!](https://gdotv.com/blog/knowledge-graph-conference-2026/) **Published:** April 13, 2026 **Author:** Bryce Merkl Sasaki **Excerpt:** 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! **Content:** **Categories:** Graph Community **Tags:** connected data, context graphs, graph data science, graph databases, graph visualization, knowledge graph, Knowledge Graph Conference, ontologies, RDF, Semantic Web --- ### [5 Graph Tech Predictions for 2026 according to the Experts](https://gdotv.com/blog/5-graph-technology-predictions-2026/) **Published:** January 29, 2026 **Author:** Bryce Merkl Sasaki **Excerpt:** 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. **Content:** **Categories:** Graph Community **Tags:** Apache TinkerPop, context graphs, GQL, graph databases, graph query engine, GraphRAG, Hydra, labeled property graph, ontologies, RDF --- ### [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/) **Published:** April 23, 2026 **Author:** Bryce Merkl Sasaki **Excerpt:** 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. **Content:** **Categories:** Weekly Edge **Tags:** AWS Neptune, Cypher, data visualization, graph analytics, GraphRAG, knowledge engineering, knowledge graph, Kuzu, LadybugDB, ontology, Weekly Edge --- ### [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/) **Published:** April 29, 2026 **Author:** Joe Stainke **Excerpt:** 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. **Content:** **Categories:** Tech Feature **Tags:** Apache TinkerPop, AWS Neptune, dashboards, database client, ER Diagram, graph database client, graph databases, Graph Query Language, graph visualization, Gremlin --- ### [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/) **Published:** April 8, 2026 **Author:** Joe Stainke **Excerpt:** Discover what’s new in this release of gdotv with support for Apache HugeGraph, GoogleSQL autocomplete, SHACL ontology constraints, graph viz updates & more! **Content:** **Categories:** Release Notes **Tags:** GoogleSQL, graph databases, graph visualization, Gremlin, HugeGraph, knowledge graph, ontology, RDF, SHACL, triplestore --- ### [SHACL in gdotv: Unifying Your RDF Data Model & Validation](https://gdotv.com/blog/shacl-gdotv-unify-graph-data-model-validation/) **Published:** April 28, 2026 **Author:** Amir Hosseini **Excerpt:** Discover how gdotv transforms SHACL validation shapes into a unified RDF data model by integrating ontology and instance data into one explorable view. **Content:** **Categories:** RDF, Tech Feature **Tags:** Apache Jena Fuseki, data model, database schema, knowledge graph, ontology, OWL, RDF, RDFS, SHACL, triplestore --- ### [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/) **Published:** April 27, 2026 **Author:** Christian Miles **Excerpt:** 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. **Content:** **Categories:** Graph Community, Tech Feature **Tags:** AI, dashboards, Data Day Texas, data exploration, data model, data visualization, graph databases, graph visualization, LLMs, network visualization --- ### [Graph Chat with Meg Paulosky, Director of Data & Analytics at Stitch Fix](https://gdotv.com/blog/stitch-fix-meg-paulosky-graphgeeks-video/) **Published:** April 10, 2026 **Author:** Bryce Merkl Sasaki **Excerpt:** 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. **Content:** **Categories:** Graph Community **Tags:** AI, data science, graph data, graph data science, graph databases, graph technology, GraphGeeks, knowledge graph, recommendation engine, retail --- ### [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/) **Published:** April 16, 2026 **Author:** Bryce Merkl Sasaki **Excerpt:** 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. **Content:** **Categories:** Weekly Edge **Tags:** Apache TinkerPop, BigQuery Graph, GQL, graph databases, graph visualization, Gremlin, knowledge graph, RDF, Spanner Graph, SPARQL, Weekly Edge --- ### [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/) **Published:** March 19, 2026 **Author:** Bryce Merkl Sasaki **Excerpt:** 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 ⚡ **Content:** **Categories:** Weekly Edge **Tags:** ArcadeDB, Cypher, digital humanities, FalkorDB, graph databases, graph query engine, graph visualization, Memgraph, Neo4j, RDF, Weekly Edge --- ### [Turning Relational Data into Graph Visualizations with PuppyGraph & gdotv](https://gdotv.com/blog/puppygraph-introduction/) **Published:** July 10, 2024 **Author:** Arthur **Excerpt:** Discover how PuppyGraph unifies your relational data into a zero-ETL graph analytics engine, then query it using Gremlin and visualize results with gdotv. **Content:** **Categories:** General, PuppyGraph **Tags:** data model, data visualization, graph analytics, graph data model, graph databases, graph query engine, graph visualization, Gremlin, PuppyGraph, relational data --- ### [The Weekly Edge: Practical Gremlin, Multimodal Graphs, Semantic Caching & More](https://gdotv.com/blog/weekly-edge-practical-gremlin-multimodal-graphrag-semantic-caching/) **Published:** March 5, 2026 **Author:** Bryce Merkl Sasaki **Excerpt:** 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. **Content:** **Categories:** Weekly Edge **Tags:** Apache TinkerPop, graph visualization, GraphGeeks, GraphRAG, Gremlin, knowledge graph, Neo4j, network science, semantic technology, Weekly Edge --- ### [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/) **Published:** March 26, 2026 **Author:** Bryce Merkl Sasaki **Excerpt:** 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. **Content:** **Categories:** Weekly Edge **Tags:** AWS Neptune, Cypher, graph visualization, knowledge graph, Microsoft Fabric, ontology, RDF, Sentinel Graph, SHACL, SPARQL, Weekly Edge --- ### [How Dashboards Turn Questions into Data Analysis for Business Decisions](https://gdotv.com/blog/dashboard-data-analysis-walkthrough/) **Published:** April 14, 2026 **Author:** Geoff Storbeck **Excerpt:** Discover how to build an effective data dashboard that guides real-world decisions with this in-depth data visualization walkthrough using a Northwind example. **Content:** **Categories:** Tech Feature **Tags:** Cypher, dashboards, data analysis, data visualization, graph data, graph databases, graph visualization, JSON, Neo4j, Northwind --- ### [What We Took Home from the Final Edition of Data Day Texas](https://gdotv.com/blog/data-day-texas-gdotv-reflections/) **Published:** February 10, 2026 **Author:** Christian Miles **Excerpt:** 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. **Content:** **Categories:** Graph Community **Tags:** BI, business intelligence, connected data, Data Day Texas, data visualization, DuckDB, graph visualization, knowledge graph, semantic layer --- ### [Graph Chat with Philip Rathle, Chief Technology Officer of Neo4j](https://gdotv.com/blog/neo4j-philip-rathle-graphgeeks-video/) **Published:** March 20, 2026 **Author:** Bryce Merkl Sasaki **Excerpt:** 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. **Content:** **Categories:** Graph Community **Tags:** AI, AI memory, graph data, graph data science, graph databases, GraphGeeks, GraphRAG, LLMs, Neo4j, neuro-symbolic AI --- ### [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/) **Published:** February 27, 2026 **Author:** Bryce Merkl Sasaki **Excerpt:** 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. **Content:** **Categories:** Weekly Edge **Tags:** Apache Jena Fuseki, AWS Neptune, BigQuery Graph, Cypher, Google Cloud, GQL, Graph Query Language, knowledge graph, Neo4j, SPARQL, Weekly Edge --- ### [G.V() Snatches Up £500,000 in First Cheque Investment from Techstart Ventures](https://gdotv.com/blog/first-cheque-pre-seed-investment-round/) **Published:** December 1, 2025 **Author:** Arthur **Excerpt:** 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. **Content:** **Categories:** General **Tags:** business intelligence, connected data, Cypher, GQL, graph databases, Graph Query Language, graph visualization, Gremlin, RDF, SPARQL --- ### [Announcing SPARQL Query Guardrails, Dashboarding, Query Editor Upgrades, & More [v3.53.111 Release Notes]](https://gdotv.com/blog/gdotv-release-dashboards-sparql-query-guardrails/) **Published:** March 17, 2026 **Author:** Amir Hosseini & Geoff Storbeck **Excerpt:** 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! **Content:** **Categories:** Release Notes **Tags:** business intelligence, dashboards, data visualization, graph analytics, graph data, graph databases, graph visualization, ontology, RDF, SPARQL --- ### [The Weekly Edge: New Hydra Head Emerges, Autonomous Networks, Ontology Modeling Tips, & More](https://gdotv.com/blog/weekly-edge-hydra-puppygraph-ontology-data-modeling/) **Published:** March 12, 2026 **Author:** Bryce Merkl Sasaki **Excerpt:** 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. **Content:** **Categories:** Weekly Edge **Tags:** data modeling, graph databases, graph query engine, GraphML, Hydra, knowledge graph, ontology, PuppyGraph, RDF, Spanner Graph, Weekly Edge --- ### [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/) **Published:** March 13, 2026 **Author:** Bryce Merkl Sasaki **Excerpt:** 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. **Content:** **Categories:** Graph Community **Tags:** agentic AI, AI, AI memory, data science, graph data science, graph databases, graph technology, GraphGeeks, GraphRAG, open source --- ### [Evaluating Codebase-Oriented RAG through Knowledge Graph Analysis [Part 2]](https://gdotv.com/blog/codebase-rag-knowledge-graph-analysis-part-2/) **Published:** March 18, 2026 **Author:** Amir Hosseini **Excerpt:** Crack open your codebase RAG with a knowledge graph analysis that illustrates hidden dependencies and other structural breakdowns in part 2 of this series. **Content:** **Categories:** Tech Feature **Tags:** C++, Cypher, graph data, graph databases, graph visualization, knowledge graph, LLMs, Memgraph, Python, RAG --- ### [Evaluating Codebase-Oriented RAG through Knowledge Graph Analysis [Part 1]](https://gdotv.com/blog/codebase-rag-knowledge-graph-analysis-part-1/) **Published:** March 11, 2026 **Author:** Amir Hosseini **Excerpt:** 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. **Content:** **Categories:** Tech Feature **Tags:** Cypher, graph analysis, graph databases, graph visualization, knowledge graph, LLMs, Memgraph, Ollama, RAG, SQLite --- ### [SPARQL Query Guardrails: Making Your SPARQL Queries ETL-Ready](https://gdotv.com/blog/sparql-query-guardrails-etl-ready/) **Published:** February 12, 2026 **Author:** Amir Hosseini **Excerpt:** 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. **Content:** **Categories:** RDF, Tech Feature **Tags:** Apache Jena Fuseki, connected data, ETL, healthcare, life sciences, ontology, RDF, semantic layer, SPARQL, triplestore --- ### [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/) **Published:** March 16, 2026 **Author:** Bryce Merkl Sasaki **Excerpt:** 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. **Content:** **Categories:** Cypher, Tech Feature **Tags:** ArcadeDB, connected data, Cypher, graph databases, graph query engine, graph technology, LadybugDB, Memgraph, Neo4j, video --- ### [Cypher DISTINCT: Removing Duplicates from Results [Byte-Sized Cypher Series]](https://gdotv.com/blog/cypher-query-language-return-distinct-clause-jason-koo-video/) **Published:** February 23, 2026 **Author:** Bryce Merkl Sasaki **Excerpt:** 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. **Content:** **Categories:** Tech Feature **Tags:** connected data, Cypher, FalkorDB, graph databases, graph technology, Memgraph, Neo4j, PuppyGraph, video --- ### [Graph Chat with David Hughes, Principal Solution Architect, Enterprise Knowledge](https://gdotv.com/blog/enterprise-knowledge-david-hughes-graphgeeks-video/) **Published:** March 6, 2026 **Author:** Bryce Merkl Sasaki **Excerpt:** Watch this GraphGeeks video with David Hughes from Enterprise Knowledge as he discusses the future of connected data, agentic AI, and knowledge management. **Content:** **Categories:** Graph Community **Tags:** agentic AI, BAML, connected data, data modeling, graph databases, graph technology, GraphGeeks, GraphRAG, knowledge management, LanceDB --- ### [Graph Chat with Weimo Liu, CEO of PuppyGraph](https://gdotv.com/blog/puppygraph-weimo-liu-graphgeeks-video/) **Published:** February 18, 2026 **Author:** Bryce Merkl Sasaki **Excerpt:** 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. **Content:** **Categories:** Graph Community, PuppyGraph **Tags:** Cypher, ETL, graph analytics, graph databases, graph query engine, GraphGeeks, GraphRAG, Gremlin, knowledge graph, PuppyGraph --- ### [The Weekly Edge: HugeGraph Goes Big, 2 Graph Releases, a Ticking Time Bomb & More](https://gdotv.com/blog/weekly-edge-hugegraph-semantic-layer-owl/) **Published:** February 20, 2026 **Author:** Bryce Merkl Sasaki **Excerpt:** 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. **Content:** **Categories:** Weekly Edge **Tags:** ArcadeDB, Cypher, Gremlin, HugeGraph, knowledge graph, Memgraph, Neo4j, ontology, OWL, semantic layer, Weekly Edge --- ### [Cypher RETURN Clause: Selecting & Shaping Query Results [Byte-Sized Cypher Series]](https://gdotv.com/blog/cypher-query-language-return-clause-jason-koo-video/) **Published:** February 9, 2026 **Author:** Bryce Merkl Sasaki **Excerpt:** 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. **Content:** **Categories:** Tech Feature **Tags:** AWS Neptune, connected data, Cypher, graph data, graph databases, graph query engine, graph technology, LadybugDB, Neo4j, video --- ### [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/) **Published:** February 13, 2026 **Author:** Bryce Merkl Sasaki **Excerpt:** 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. **Content:** **Categories:** Weekly Edge **Tags:** AWS Neptune, entity resolution, geospatial, graph analytics, graph visualization, Kuzu, Neo4j, Neptune Analytics, Postgres, Weekly Edge --- ### [Graph Chat with Max Latey, CEO & Founder of Pinboard Consulting](https://gdotv.com/blog/pinboard-consulting-max-latey-graphgeeks-video/) **Published:** February 11, 2026 **Author:** Bryce Merkl Sasaki **Excerpt:** Watch this GraphGeeks video with Max Latey, Founder of Pinboard Consulting, as he discusses the shift toward graph technology among enterprise architects. **Content:** **Categories:** Graph Community **Tags:** ETL, GQL, graph data modeling, graph databases, graph query engine, graph technology, GraphGeeks, GraphRAG, PuppyGraph, SQL:2023 --- ### [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/) **Published:** February 6, 2026 **Author:** Bryce Merkl Sasaki **Excerpt:** 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. **Content:** **Categories:** Weekly Edge **Tags:** Apache AGE, context graphs, Data Day Texas, graph analytics, GraphRAG, knowledge graph, Postgres, PuppyGraph, Spanner Graph, Weekly Edge --- ### [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/) **Published:** January 30, 2026 **Author:** Bryce Merkl Sasaki **Excerpt:** 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. **Content:** **Categories:** Weekly Edge **Tags:** AWS Neptune, Azure Cosmos DB, Data Day Texas, graph analytics, knowledge graph, Neo4j, Neptune Analytics, ontologies, spatial, Weekly Edge --- ### [Graph Chat with Jessica Talisman, Founder of the Ontology Pipeline](https://gdotv.com/blog/ontology-pipeline-jessica-talisman-graphgeeks-video/) **Published:** February 4, 2026 **Author:** Bryce Merkl Sasaki **Excerpt:** Watch this GraphGeeks video interview with Jessica Talisman, Founder of the Ontology Pipeline, as she discusses semantic tech, neuro-symbolic AI, and more. **Content:** **Categories:** Graph Community **Tags:** graph data, graph technology, GraphGeeks, knowledge graph, labeled property graph, neuro-symbolic AI, ontologies, ontology, RDF, taxonomy --- ### [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/) **Published:** February 2, 2026 **Author:** Bryce Merkl Sasaki **Excerpt:** 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. **Content:** **Categories:** Tech Feature **Tags:** connected data, Cypher, FalkorDB, graph data, graph databases, graph query engine, graph technology, Memgraph, Neo4j, video --- ### [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/) **Published:** January 23, 2026 **Author:** Bryce Merkl Sasaki **Excerpt:** 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. **Content:** **Categories:** Weekly Edge **Tags:** Azure Cosmos DB, GQL, graph data science, GraphGeeks, Hydra, knowledge graph, PuppyGraph, Python, Rust, Weekly Edge --- ### [Discover & Visualize Your Graph Database Schema in Just 2 Steps](https://gdotv.com/blog/discover-visualize-graph-database-schema-2-steps/) **Published:** May 26, 2025 **Author:** Arthur **Excerpt:** Stop wondering about changes to your graph data model and start exploring your up-to-date database schema with only a couple of clicks when you use G.V(). **Content:** **Categories:** General, Release Notes **Tags:** Aerospike Graph, Apache TinkerPop, AWS, AWS Neptune, Azure Cosmos DB, Cypher, data discovery, database schema, ER Diagram, graph data model, graph databases, Gremlin, Kuzu, Memgraph, Neo4j --- ### [Graph Chat with Chang She, CEO & Co-Founder of LanceDB](https://gdotv.com/blog/lancedb-chang-she-graphgeeks-video/) **Published:** January 28, 2026 **Author:** Bryce Merkl Sasaki **Excerpt:** 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!). **Content:** **Categories:** Graph Community **Tags:** Cypher, graph data, graph databases, graph query engine, graph technology, GraphGeeks, Lance Graph, LanceDB, multimodal, open source --- ### [Cypher Labels: How to Organize Graph Nodes [Byte-Sized Cypher Series]](https://gdotv.com/blog/cypher-query-language-labels-jason-koo-video/) **Published:** January 26, 2026 **Author:** Bryce Merkl Sasaki **Excerpt:** 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. **Content:** **Categories:** Cypher, Tech Feature **Tags:** connected data, Cypher, data modeling, FalkorDB, graph data, graph databases, graph technology, Memgraph, Neo4j, video --- ### [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/) **Published:** January 22, 2026 **Author:** Arthur **Excerpt:** Dive into the latest release of G.V() graph database IDE including new features for ontology support, improved data model visualization, EntraID, and more. **Content:** **Categories:** Release Notes **Tags:** Apache AGE, data model, graph data model, graph databases, ontology, OWL, Postgres, RDF, SPARQL, triplestore --- ### [Graph Chat with Akon Dey, Co-Founder of RyuGraph](https://gdotv.com/blog/ryugraph-akon-dey-graphgeeks-video/) **Published:** January 21, 2026 **Author:** Bryce Merkl Sasaki **Excerpt:** Watch this GraphGeeks video interview with Akon Dey, Co-Founder of Predictable Labs, the startup behind the RyuGraph embedded graph database (a Kuzu fork). **Content:** **Categories:** Graph Community **Tags:** Cypher, Dgraph, embedded graph database, graph data model, graph databases, GraphGeeks, Kuzu, open source, RyuGraph, WebAssembly --- ### [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/) **Published:** October 31, 2025 **Author:** Bryce Merkl Sasaki **Excerpt:** 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. **Content:** **Categories:** Weekly Edge **Tags:** AWS Neptune, Dgraph, Gephi, graph databases, GraphGeeks, Kuzu, network analysis, ontology, RyuGraph, Weekly Edge --- ### [Graph Chat with Arun Sharma, Founder of LadybugDB](https://gdotv.com/blog/ladybugdb-arun-sharma-graphgeeks-video/) **Published:** January 14, 2026 **Author:** Bryce Merkl Sasaki **Excerpt:** Watch this GraphGeeks video interview with Arun Sharma, a former engineer at Facebook and now the Founder of the LadybugDB embeddable graph database. **Content:** **Categories:** Graph Community **Tags:** Cypher, DuckDB, embedded graph database, ETL, graph data model, graph databases, GraphGeeks, GraphRAG, Kuzu, LadybugDB --- ### [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/) **Published:** December 15, 2025 **Author:** Amber Lennox **Excerpt:** 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. **Content:** **Categories:** Release Notes **Tags:** Apache AGE, Apache Jena Fuseki, Blazegraph, Postgres, RDF, RDF4J, RDFox, SPARQL, SQL, triplestore --- ### [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/) **Published:** January 19, 2026 **Author:** Bryce Merkl Sasaki **Excerpt:** 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. **Content:** **Categories:** Cypher, Tech Feature **Tags:** connected data, Cypher, FalkorDB, graph data, graph databases, graph technology, Memgraph, Neo4j, recommendation engine, video --- ### [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/) **Published:** January 16, 2026 **Author:** Bryce Merkl Sasaki **Excerpt:** 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. **Content:** **Categories:** Weekly Edge **Tags:** ArcadeDB, context graphs, DuckDB, graph analytics, graph databases, GraphGeeks, Neo4j, ontology, TuringDB, Weekly Edge --- ### [The Weekly Edge: Adieu Kuzu, State of the Graph, NetworkX on Neptune Analytics, & More [17 October 2025]](https://gdotv.com/blog/weekly-edge-adieu-kuzu-state-of-the-graph-17-october-2025/) **Published:** October 17, 2025 **Author:** Bryce Merkl Sasaki **Excerpt:** Discover what’s new in the world of graph technology this week, including the archiving of Kuzu DB, the State of the Graph project, a new graph agent, and more. **Content:** **Categories:** Weekly Edge **Tags:** AWS Neptune, graph algorithms, graph data science, graph databases, Kuzu, Neo4j, Neptune Analytics, network analysis, NetworkX, Weekly Edge --- ### [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/) **Published:** January 9, 2026 **Author:** Bryce Merkl Sasaki **Excerpt:** 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. **Content:** **Categories:** Weekly Edge **Tags:** Apache AGE, graph databases, Gremlin, JanusGraph, knowledge graph, ontology, Postgres, RDF, SPARQL, Weekly Edge --- ### [Join Neo4j & G.V() at the Scotland Data Science & Technology Meetup!](https://gdotv.com/blog/neo4j-gdotv-scotland-data-science-meetup/) **Published:** December 17, 2025 **Author:** Arthur **Excerpt:** 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. **Content:** **Categories:** Graph Community **Tags:** AI, data science, Glasgow, graph analytics, graph data science, graph databases, knowledge graph, MCP, Neo4j, Scotland --- ### [G.V() 3.21.49: Spanner Graph support, graph visualization improvements, and more!](https://gdotv.com/blog/gdotv-3-21-49-release-notes/) **Published:** February 12, 2025 **Author:** Arthur **Excerpt:** G.V() 3.21.49 is now generally available, with headline features such as Google Cloud Spanner Graph support, cool improvements to our graph visualization engine and reworked table displays for improved performance. We’re always on the lookout for ways to make a better, further reaching product for the graph database community – in this latest update we get to do a bit of both! **Content:** **Categories:** General, Release Notes **Tags:** Cypher, graph data, graph databases, graph visualization, Gremlin, Spanner Graph --- ### [My Top 5 Favourite Talks from NODES 2025](https://gdotv.com/blog/neo4j-nodes-2025-top-5-videos/) **Published:** December 11, 2025 **Author:** Christian Miles **Excerpt:** 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(). **Content:** **Categories:** Graph Community **Tags:** AI, cybersecurity, Cypher, graph databases, graph technology, healthcare, knowledge graph, Neo4j, NODES --- ### [One Graph Client to Rule them All? [Video]](https://gdotv.com/blog/gdotv-review-video-getting-started-jason-koo/) **Published:** December 16, 2025 **Author:** Bryce Merkl Sasaki **Excerpt:** 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. **Content:** **Categories:** General, Tech Feature **Tags:** AI, BAML, Docker, FalkorDB, graph data, graph databases, graph technology, MCP, Memgraph, Neo4j, video --- ### [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/) **Published:** December 12, 2025 **Author:** Bryce Merkl Sasaki **Excerpt:** 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. **Content:** **Categories:** Weekly Edge **Tags:** Apache AGE, ArcadeDB, AWS Neptune, graph databases, GraphDB, Gremlin, knowledge graph, RDF, TuringDB, Weekly Edge --- ### [Stop Right There: Conducting Fraud Detection with Aerospike Graph](https://gdotv.com/blog/aerospike-graph-fraud-detection/) **Published:** December 10, 2025 **Author:** Amber Lennox **Excerpt:** Discover how to detect fraudulent financial transactions with speed and accuracy using G.V() and Aerospike Graph Database in this developer walkthrough. **Content:** **Categories:** General **Tags:** Aerospike Graph, Apache TinkerPop, data model, data visualization, fraud detection, graph databases, graph visualization, Gremlin, Java, Python --- ### [The Weekly Edge: MCP for the Semantic Web, 2 New Graph Databases, BattleGraphs, & More [1 August 2025]](https://gdotv.com/blog/weekly-edge-mcp-rdf-aerospike-graph-analytics-1-august-2025/) **Published:** August 1, 2025 **Author:** Bryce Merkl Sasaki **Excerpt:** Discover what’s new in the world of graph tech this week, including MCP for the semantic web, 2 new graph database releases (one RDF, one LPG), and more. **Content:** **Categories:** Weekly Edge **Tags:** Aerospike Graph, graph analytics, graph databases, graph visualization, Gremlin, knowledge graph, PuppyGraph, RDF, Semantic Web, Weekly Edge --- ### [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/) **Published:** December 5, 2025 **Author:** Bryce Merkl Sasaki **Excerpt:** 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. **Content:** **Categories:** Weekly Edge **Tags:** Apache TinkerPop, AWS Neptune, Connected Data London, graph data modeling, graph technology, graph visualization, Gremlin, knowledge graph, RDF, Weekly Edge --- ### [What Went Down at Connected Data London 2025 [Recap & Reflections]](https://gdotv.com/blog/connected-data-london-2025-recap/) **Published:** December 3, 2025 **Author:** Joe Stainke **Excerpt:** Experience Connected Data London through the eyes of software developer Joe Stainke including his favourite talks and key takeaways from the conference. **Content:** **Categories:** Graph Community **Tags:** connected data, Connected Data London, graph databases, graph technology, GraphGeeks, GraphRAG, JSON, knowledge graph, ontology, RDF --- ### [ISWC Recap: Trends & Reflections from the International Semantic Web Conference 2025](https://gdotv.com/blog/international-semantic-web-conference-2025-reflections/) **Published:** November 19, 2025 **Author:** Amir Hosseini **Excerpt:** 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. **Content:** **Categories:** General, RDF **Tags:** AI, ISWC, knowledge graph, LLMs, RDF, RDFox, semantic technology, Semantic Web, SPARQL, triplestore --- ### [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/) **Published:** November 21, 2025 **Author:** Bryce Merkl Sasaki **Excerpt:** Discover what’s new this week in graph technology, including a new (embeddable) graph database, a double TinkerPop release, big PuppyGraph news and more. **Content:** **Categories:** Weekly Edge **Tags:** Apache TinkerPop, GQL, graph databases, Graph Query Language, GraphGeeks, Gremlin, LadybugDB, PuppyGraph, RyuGraph, Weekly Edge --- ### [Full Steam Ahead! Fast-Tracking Your Graph Creation with Nodestream](https://gdotv.com/blog/nodestream-framework-graph-creation/) **Published:** September 23, 2025 **Author:** Amber Lennox **Excerpt:** Discover what's possible with Nodestream: a declarative framework for building, maintaining, and analyzing graph data, compatible with Neo4j & Amazon Neptune. **Content:** **Categories:** Tech Feature **Tags:** AWS Neptune, Cypher, graph visualization, Gremlin, Neo4j, Nodestream --- ### [The Weekly Edge: RDF Edition! [14 November 2025]](https://gdotv.com/blog/weekly-edge-rdf-edition-14-november-2025/) **Published:** November 14, 2025 **Author:** Amir Hosseini **Excerpt:** 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. **Content:** **Categories:** Weekly Edge **Tags:** ISWC, knowledge graph, ontology, OWL, RDF, Semantic Web, SHACL, SPARQL, triplestore, Weekly Edge --- ### [From Gremlin Console To Gremlin IDE with G.V()](https://gdotv.com/blog/from-gremlin-console-to-gremlin-ide/) **Published:** August 14, 2023 **Author:** Arthur **Content:** **Categories:** General **Tags:** Apache TinkerPop, database client, graph visualization, Gremlin --- ### [G.V() Basic is going away February 5th, 2024 - what you need to know and what's next.](https://gdotv.com/blog/g-v-basic-expiry-announcement/) **Published:** October 8, 2023 **Author:** Arthur **Content:** **Categories:** General --- ### [G.V() 1.64.87 Release Showcase](https://gdotv.com/blog/g-v-1-64-87-showcase/) **Published:** October 29, 2023 **Author:** Arthur **Content:** **Categories:** General --- ### [G.V() 2.1.2 Release Showcase](https://gdotv.com/blog/g-v-2-1-2-showcase/) **Published:** February 6, 2024 **Author:** Arthur **Content:** **Categories:** General --- ### [G.V() 2.10.17 Release Notes](https://gdotv.com/blog/g-v-2-10-17/) **Published:** April 19, 2024 **Author:** Arthur **Content:** **Categories:** Release Notes --- ### [G.V() 2.16.27 Release Notes](https://gdotv.com/blog/g-v-2-16-27/) **Published:** June 11, 2024 **Author:** Arthur **Content:** **Categories:** Release Notes --- ### [G.V() 3.6.26: Cypher Support for Amazon Neptune & PuppyGraph, and more!](https://gdotv.com/blog/g-v-3-6-26-release-notes/) **Published:** November 5, 2024 **Author:** Arthur **Content:** **Categories:** General, Release Notes --- ### [G.V() on AWS Marketplace: Your Favorite Graph DB Client, Now in Your Browser](https://gdotv.com/blog/gdotv-aws-marketplace/) **Published:** December 10, 2024 **Author:** Arthur **Excerpt:** Learn about the release of G.V() graph database client on AWS and how to get started with a free trial **Content:** **Categories:** Amazon Neptune, General **Tags:** Aerospike Graph, Apache TinkerPop, AWS, AWS Neptune, Cypher, database client, graph visualization, Gremlin, JanusGraph --- ### [G.V() 3.9.32 Release Notes: New Free Tier, Map View, and more!](https://gdotv.com/blog/g-v-3-9-32-release-notes/) **Published:** December 16, 2024 **Author:** Arthur **Content:** **Categories:** General, Release Notes --- ### [G.V() 3.14.38 Release Notes: Now with Support for Neo4j, Memgraph, Neptune Analytics, Query Editor Improvements, and more!](https://gdotv.com/blog/g-v-3-14-38-release-notes/) **Published:** January 21, 2025 **Author:** Arthur **Excerpt:** G.V() 3.14.38 Release Notes: Now with Support for Neo4j, Memgraph, Neptune Analytics, Query Editor Improvements, and more! For the first time ever, G.V() can be used on non Apache TinkerPop graph databases. It is now compatible with Neo4j, Neo4j AuraDB, Memgraph and Amazon Neptune Analytics using the Cypher querying language. **Content:** **Categories:** General, Release Notes **Tags:** AuraDB, AWS Neptune, Cypher, database client, graph visualization, Memgraph, Neo4j, Neptune Analytics --- ### [G.V() 3.23.59 is out, adding support for Kuzu and Dgraph, and improved visualization](https://gdotv.com/blog/g-v-3-23-59-release-notes/) **Published:** March 25, 2025 **Author:** Arthur **Excerpt:** G.V() 3.23.59 is out now, bringing support to Kuzu and Dgraph. We’ve also added improvements to our graph visualization and data model viewer user experiences. **Content:** **Categories:** Dgraph, Dgraph Cloud, General, Kuzu, Release Notes **Tags:** Cypher, data model, Dgraph, DQL, graph data, graph database client, graph databases, graph visualization, Kuzu, labeled property graph --- ### [G.V() is now Compatible with Kuzu, the Embedded Graph Database](https://gdotv.com/blog/gdotv-kuzu-release-announcement/) **Published:** March 26, 2025 **Author:** Arthur **Excerpt:** G.V() is now compatible with Kuzu, bringing feature-rich graph visualization and query editing features to Kuzu users. Let's dive into the benefits of this integration. **Content:** **Categories:** General, Kuzu **Tags:** Cypher, data model, database client, embedded graph database, graph data, graph databases, graph technology, graph visualization, Kuzu --- ### [Fast, scalable graph querying and visualization with Kuzu and G.V()](https://gdotv.com/blog/fast-scalable-graph-querying-and-visualization-with-kuzu-and-g-v/) **Published:** April 11, 2025 **Author:** Arthur **Excerpt:** In this post, we’ll dive into Kuzu’s core query capabilities and demonstrate how it pairs nicely with G.V()’s rich visualization tools. **Content:** **Categories:** General, Kuzu **Tags:** Connected Data London, Cypher, data model, embedded graph database, graph visualization, Kuzu --- ### [G.V() Is Now Compatible with Memgraph, the Light & Powerful Graph Database](https://gdotv.com/blog/gdotv-memgraph-integration/) **Published:** April 22, 2025 **Author:** Arthur **Excerpt:** Explore all the ways that G.V() helps Memgraph developers more effectively query, visualize, explore, and edit their graph data – with ease and simplicity. **Content:** **Categories:** General, Release Notes --- ### [The Weekly Edge: Kuzu Release, GraphRAG Course, Graph Theory, & More [18 July 2025]](https://gdotv.com/blog/weekly-edge-kuzu-graphrag-graph-theory-18-july-2025/) **Published:** July 18, 2025 **Author:** Bryce Merkl Sasaki **Excerpt:** Discover what’s new in the world of graph technology this week, including a new GraphRAG course, a Kuzu release, a podcast on graph pathfinding, and more. **Content:** **Categories:** Weekly Edge **Tags:** Cypher, graph databases, graph technology, graph theory, graph visualization, GraphRAG, knowledge graph, Kuzu, Neo4j, Weekly Edge --- ### [G.V() 3.34.79 Release Notes: Oracle Graph Support, new no-code exploration, and more](https://gdotv.com/blog/g-v-3-34-79-release-notes/) **Published:** July 21, 2025 **Author:** Arthur **Excerpt:** What's new in G.V() 3.34.79? Oracle Graph support, new no-code path query generation features, Kuzu 0.11.0 upgrade and many more improvements! **Content:** **Categories:** General, Release Notes **Tags:** Cypher, graph visualization, Gremlin, Kuzu, no-code data exploration, Oracle 23ai, Oracle Graph, SQL:2023 --- ### [The Weekly Edge: GraphRAG with Neptune, Kuzu, & Neo4j [25 July 2025]](https://gdotv.com/blog/weekly-edge-graphrag-neptune-gql-25-july-2025/) **Published:** July 25, 2025 **Author:** Bryce Merkl Sasaki **Excerpt:** Discover what’s new in the world of graph technology this week, including GraphRAG resources for multiple graph databases, a GQL book, and a gdotv release. **Content:** **Categories:** Weekly Edge **Tags:** AWS Neptune, Cypher, GQL, graph databases, Graph Query Language, GraphRAG, Kuzu, Neo4j, Oracle Graph, Weekly Edge --- ### [G.V() is now compatible with Oracle Graph](https://gdotv.com/blog/gdotv-oracle-graph-announcement/) **Published:** August 5, 2025 **Author:** Amber Lennox **Excerpt:** G.V() is now compatible with Oracle Graph on Oracle Database 23ai, bringing access to instant graph visualization for property graphs built atop your relational data. **Content:** **Categories:** Oracle Graph **Tags:** data model, graph databases, graph on relational, graph visualization, Oracle, Oracle 23ai, Oracle Graph --- ### [The Weekly Edge: GraphFrames, Kuzu News-u, Hail Hydra, & More [8 August 2025]](https://gdotv.com/blog/weekly-edge-graphframes-kuzu-neo4j-hydra-8-august-2025/) **Published:** August 8, 2025 **Author:** Bryce Merkl Sasaki **Excerpt:** Discover what’s new in the world of graph technology this week, including ontology news, a GraphFrames release, Hydra development, a Neo4j book and more. **Content:** **Categories:** Weekly Edge **Tags:** graph technology, graph visualization, GraphFrames, Hydra, knowledge graph, Kuzu, Neo4j, ontology, Weekly Edge --- ### [Game changer? A first look at the Hydra project](https://gdotv.com/blog/introducing-hydra/) **Published:** August 13, 2025 **Author:** Amber Lennox **Excerpt:** Hydra is a programming language that uses mathematical abstraction to model graphs within the language itself. It’s an open-source project spearheaded by Josh Shinavier, co-creator of Apache TinkerPop. In Josh’s own words: “In Hydra, programs are graphs, and graphs are programs.” **Content:** **Categories:** Tech Feature **Tags:** data model, graph databases, graph transformation, graph visualization, Hydra, relational data --- ### [The Weekly Edge: Graph Size Matters, TuringDB, & (Somehow) Guy Fieri [15 August 2025]](https://gdotv.com/blog/weekly-edge-turingdb-graphwise-knowledge-graphs-15-august-2025/) **Published:** August 15, 2025 **Author:** Arthur **Excerpt:** Discover what’s new in the world of graph technology this week, including a brand-new graph database, some thoughtful KG discussions, a graph viz game, & more. **Content:** **Categories:** Weekly Edge **Tags:** graph analytics, graph databases, graph technology, graph visualization, Hydra, knowledge graph, network analysis, semantic technology, Weekly Edge --- ### [The Weekly Edge: Ben Lorica on GraphRAG, Semantic ER, Security Graphs & More [22 August 2025]](https://gdotv.com/blog/weekly-edge-ben-lorica-graphrag-semantic-entity-resolution-22-august-2025/) **Published:** August 22, 2025 **Author:** Bryce Merkl Sasaki **Excerpt:** Discover what’s new in the world of graph technology this week, including Ben Lorica’s thoughts on GraphRAG and Kuzu, cybersecurity graphs à la Wiz, and more. **Content:** **Categories:** Weekly Edge **Tags:** entity resolution, GQL, graph algorithms, graph databases, graph technology, graph visualization, GraphRAG, Gremlin, knowledge graph, Weekly Edge --- ### [The Weekly Edge: Public Endpoints in Neptune, Agentic GraphRAG, New Graph Algo [5 September 2025]](https://gdotv.com/blog/weekly-edge-public-endpoints-neptune-graphrag-sssp-graph-algorithm-5-september-2025/) **Published:** September 5, 2025 **Author:** Bryce Merkl Sasaki **Excerpt:** Discover what’s new in the world of graph technology this week, including Amazon Neptune news, an Apache TinkerPop release, and a Dijkstra’s algorithm ouster. **Content:** **Categories:** Weekly Edge **Tags:** Apache TinkerPop, AWS Neptune, Dgraph, graph analytics, graph databases, GraphRAG, Gremlin, knowledge graph, Neo4j, Weekly Edge --- ### [The Weekly Edge: Neptune on R8g, Graph Learning, & More [29 August 2025]](https://gdotv.com/blog/weekly-edge-neptune-r8g-graph-learning-book-29-august-2025/) **Published:** August 29, 2025 **Author:** Bryce Merkl Sasaki **Excerpt:** Discover what’s new in the world of graph technology this week, including a new podcast with Paco Nathan, a knowledge graph tutorial, and more. **Content:** **Categories:** Weekly Edge **Tags:** AWS Neptune, Cypher, graph algorithms, graph databases, graph technology, GraphRAG, Gremlin, knowledge graph, RDF, Weekly Edge --- ### [G.V() 3.38.90 Release Notes: FalkorDB support, improved graph styles](https://gdotv.com/blog/gdotv-release-notes-3-38-90/) **Published:** September 2, 2025 **Author:** Amber Lennox **Excerpt:** G.V() 3.38.90 is out now! This newest version includes a number of exciting updates - most notably we have added full FalkorDB support. We’ve also added several new quality-of-life features and fixes, including an improved stylesheet interface that makes customizing your graph visualization easier than ever! **Content:** **Categories:** General, Release Notes **Tags:** Cypher, FalkorDB, graph databases, graph visualization --- ### [G.V() is now compatible with FalkorDB](https://gdotv.com/blog/gdotv-supports-falkordb-announcement/) **Published:** September 4, 2025 **Author:** Joe Stainke **Excerpt:** Descended from RedisGraph technology, FalkorDB is a versatile graph database that excels in multiple use cases. Its powerful GenAI-focused approach is ideal for applications such as GraphRAG, agentic memory, chatbots, fraud detection and cyber security - all of this while boasting multi-tenancy support, ultra-low latency, flexible horizontal scaling, vector search and highly efficient memory usage. **Content:** **Categories:** FalkorDB **Tags:** FalkorDB, graph databases, graph visualization --- ### [Getting started with Memgraph and G.V()!](https://gdotv.com/blog/getting-started-memgraph-gdotv/) **Published:** September 10, 2025 **Author:** Amber Lennox **Excerpt:** Memgraph+G.V() is a classic combination that turns your computer into a formidable tool for analysis and visualization, which is exactly what we’d like to show you today. We’ll first explore how to get started with Memgraph itself and use some of Memgraph’s own built-in visualization options, then we’ll show how G.V() can unlock even more of Memgraph’s potential. **Content:** **Categories:** General, Memgraph, Tech Feature **Tags:** Cypher, graph databases, graph visualization, Memgraph --- ### [The Weekly Edge: Infinigraph, GQL in KQL, Youtu-GraphRAG & More [12 September 2025]](https://gdotv.com/blog/weekly-edge-neo4j-infinigraph-gql-youtu-graphrag-12-september-2025/) **Published:** September 12, 2025 **Author:** Bryce Merkl Sasaki **Excerpt:** Discover what’s new in the world of graph technology this week, including 3 big releases from Neo4j, Microsoft Fabric Graph, and ArcadeDB, plus more. **Content:** **Categories:** Weekly Edge **Tags:** ArcadeDB, Data Explorer, GQL, graph data model, graph databases, Graph Query Language, graph technology, GraphRAG, Neo4j, Weekly Edge --- ### [The Weekly Edge: LDBC No More, Memgraph 3.5, FinCrime (Prevention), & More [25 September 2025]](https://gdotv.com/blog/weekly-edge-ldbc-memgraph-fincrime-26-september-2025/) **Published:** September 26, 2025 **Author:** Bryce Merkl Sasaki **Excerpt:** Discover what’s new in the world of graph technology this week, including the end of the LDBC (as we know it), a new graph approach to smart buildings, and more. **Content:** **Categories:** Weekly Edge **Tags:** Cypher, GDC, GQL, graph databases, graph technology, GraphGeeks, knowledge graph, Kuzu, Memgraph, Neo4j, Weekly Edge --- ### [The Weekly Edge: Graphs in Microsoft Fabric, Data Day Texas, EdTech & More [19 September 2025]](https://gdotv.com/blog/weekly-edge-microsoft-fabric-graphs-data-day-texas-19-september-2025/) **Published:** September 19, 2025 **Author:** Bryce Merkl Sasaki **Excerpt:** Discover what’s new in the world of graph technology this week, including a Graphs in Fabric announcement from Microsoft, a rundown of Data Day Texas, and more. **Content:** **Categories:** Weekly Edge **Tags:** AWS Neptune, graph analytics, graph databases, graph visualization, Gremlin, knowledge graph, Microsoft Fabric, PuppyGraph, SPARQL, Weekly Edge --- ### [G.V() now supports Ultipa Graph Database](https://gdotv.com/blog/ultipa-graph-announcement/) **Published:** September 30, 2025 **Author:** Amber Lennox **Excerpt:** We’re excited to welcome yet another new graph database system to the G.V() suite! As of our latest release, we are now fully compatible with Ultipa Graph, Ultipa provides a number of tools for graph database management systems. The newest version of Ultipa Graph, known as Ultipa Powerhouse, is based upon a hybrid structure across multiple server types, with the goal of maintaining both data locality and computational efficiency. Ultipa offers full support for the Graph Query Language or GQL, the first ISO/IEC standardized language for graph databases. **Content:** **Categories:** Ultipa Graph **Tags:** GQL, graph databases, graph visualization, Ultipa --- ### [G.V() 3.40.94 Release Notes: Ultipa Graph support, Embedded Cypher Documentation](https://gdotv.com/blog/gdotv-release-notes-3-40-94/) **Published:** September 30, 2025 **Author:** Joe Stainke **Excerpt:** Today marks the release of G.V() 3.40.94. Some significant additions this time around - we now support ISO GQL (Graph Query Language), starting with Ultipa Graph Database! We’ve also extended our embedded documentation feature, previously only available for the Gremlin query language, to work with Cypher and its many database-specific variants. And finally, we’ve introduced further user experience improvements, most notably to the settings menu. **Content:** **Categories:** General, Release Notes **Tags:** Cypher, GQL, graph databases, graph technology, Ultipa --- ### [The Weekly Edge: Microsoft Sentinel Graph, Columnar Graph Databases, Euler & More [3 October 2025]](https://gdotv.com/blog/weekly-edge-microsoft-sentinel-graph-euler-proof-3-october-2025/) **Published:** October 3, 2025 **Author:** Bryce Merkl Sasaki **Excerpt:** Discover what’s new in the world of graph technology this week, including Microsoft’s new graph tool for cybersecurity, a knowledge graph hot take, and more. **Content:** **Categories:** Weekly Edge **Tags:** cybersecurity, graph analytics, graph databases, graph technology, graph theory, graph visualization, GraphRAG, knowledge graph, Ultipa, Weekly Edge --- ### [The Weekly Edge: Graph Tech in Flux, Flexible GraphRAG, KGs for Synthetic Data & More [10 October 2025]](https://gdotv.com/blog/weekly-edge-graph-tech-flux-graphrag-synthetic-data-10-october-2025/) **Published:** October 10, 2025 **Author:** Bryce Merkl Sasaki **Excerpt:** Discover what’s new in the world of graph technology this week, including new videos and reads from the Graph Data Council, IEEE, Microsoft Fabric, and more. **Content:** **Categories:** Weekly Edge **Tags:** AWS Neptune, graph databases, Graph Query Language, GraphRAG, knowledge graph, Kuzu, Microsoft Fabric, Neo4j, NetworkX, Weekly Edge --- ### [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/) **Published:** November 7, 2025 **Author:** Bryce Merkl Sasaki **Excerpt:** 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. **Content:** **Categories:** Weekly Edge **Tags:** ArcadeDB, cybersecurity, GQL, Graph Query Language, Gremlin, Kuzu, LadybugDB, Neo4j, ontologies, Weekly Edge --- ### [RDF Support Is Now Available in G.V() [v3.41.99 Release Notes]](https://gdotv.com/blog/gdotv-rdf-triplestore-support-announcement/) **Published:** November 12, 2025 **Author:** Amir Hosseini **Excerpt:** Learn more about how the latest release of G.V() now supports RDF triplestores and the SPARQL query language with autocomplete, visualization, and more. **Content:** **Categories:** General, Release Notes **Tags:** AllegroGraph, AWS Neptune, graph databases, QLever, RDF, Semantic Web, SPARQL, Stardog, Tentris, triplestore, Virtuoso --- ## Pages ### [gdotv – Graph Database IDE](https://gdotv.com/) **Published:** March 4, 2019 **Author:** Arthur **Content:** --- ### [gdotv vs AWS Graph Explorer (LPG)](https://gdotv.com/aws-graph-explorer-for-lpg-vs-gdotv/) **Published:** June 29, 2026 **Author:** Amber Lennox **Content:** --- ### [gdotv vs. Zazuko Graph 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