---
title: Integrate ArangoDB with PyTorch Geometric to Build Recommendation Systems - ArangoDB
description: Build a movie recommendation application with ArangoDB and PyTorch Geometric.
image: https://blog.arangodb.com/hubfs/Imported_Blog_Media/download-3-1.png
---

ArangoDB 3.12 Product Release Announcement! Read the blog for details. [Read Blog](https://arangodb.com/2024/03/arangodb-3-12-performance-for-all-your-data-models/)

[![logo](https://blog.arangodb.com/hs-fs/hubfs/Imported_Blog_Media/logo.png?width=301&height=50&name=logo.png "logo")](https://arango.ai)

### Why Graph

[The Rise of Graph](https://arangodb.com/the-rise-of-graph/)

[The Graph ML Gamechanger](https://arangodb.com/the-graph-ml-gamechanger/)

[Consolidate to Graph](https://arangodb.com/graph-vs-relational/)

[Graph DB Basics](https://arangodb.com/graph-database/)

### Products

[Managed Graph DB](https://arangodb.com/arangograph-managedgraphdb/)

[Self-Managed Graph DB](https://arangodb.com/arangograph-selfmanaged/)

[Managed Graph ML](https://arangodb.com/managed-ml-graph/)

[Community Edition](https://arangodb.com/community-server/)

[Compare Products](https://arangodb.com/subscriptions/)

### Solutions

Use Cases

Industries

Solution Accelerators

- [Cyber/Threat Mgmt](https://arangodb.com/solutions/use-cases/cyber-threat-management/)
- [Fraud Detection](https://arangodb.com/solutions/use-cases/fraud-detections/)
- [Supply Chain](https://arangodb.com/solutions/use-cases/supply-chain/)
- [Network Asset Management](https://arangodb.com/solutions/use-cases/network-asset-management/)
- [Customer & Patient 360](https://blog.arangodb.com/solutions/use-case/customer-and-patient-360/)
- [Recommendations](https://arangodb.com/solutions/use-cases/recommendations/)
- [Case Management](https://blog.arangodb.com/solutions/use-case/case-management/)
- [Geospatial Analysis](https://arangodb.com/solutions/use-cases/geospatial/)
- [Master Data Mgmt](https://arangodb.com/solutions/use-cases/master-data-management/)

- [Software & Technology](https://arangodb.com/arangodb-for-software-tech/)
- [Financial Services](https://arangodb.com/arangodb-for-financial-services/)
- [Tele Communication](https://arangodb.com/telecommunications-and-network/)
- [E-commerce](https://arangodb.com/arangodb-for-e-commerce/)
- [Healthcare](https://arangodb.com/arangodb-for-healthcare/)
- [Government](https://arangodb.com/arangodb-for-government/)
- [Aerospace & Defence](https://arangodb.com/arangodb-for-aerospace-defense/)
- [Manufacturing](https://arangodb.com/arangodb-for-manufacturing/)

- [Enterprise Knowledge Graphs](https://arangodb.com/resources/white-papers/enterprise-knowledge-graphs/)
- [Entity Resolution](https://arangodb.com/entity-resolution/)
- [Traceability/Lineage](https://arangodb.com/traceability-and-lineage/)
- [Contexual Relevance](https://arangodb.com/contextual-relevance/)

### Developers

Capabilities

Integrations

Differentiators

- [Graph Traversals](https://arangodb.com/graph-traversals/)
- [Multi-Model DB](https://arangodb.com/multi-model-db/)
- [LLM + Knowledge Graph](https://arangodb.com/llm-knowledge-graph/)
- [Graph ML](https://arangodb.com/managed-ml-graph/)
- [Advanced Geospatial](https://arangodb.com/advanced-geospatial/)
- [Document Store](https://arangodb.com/document-store/)
- [Search Engine](https://arangodb.com/full-text-search-engine/)
- [Security & Compliance](https://arangodb.com/security/)
- [Data Masking](https://arangodb.com/Data-masking/)
- [Key/Value DB](https://arangodb.com/integrated-key-value-support/)

- [Clients / Languages](https://arangodb.com/clients-languages/)
- [BI Tools](https://arangodb.com/bi-tools-support/)
- [Containers](https://arangodb.com/container-support/)
- [Community driven](https://arangodb.com/community-driven/)

- [Model Flexibility](https://arangodb.com/model-flexibility/)
- [Graph Scalability](https://arangodb.com/graph-scalability/)
- [Performance at Scale](https://arangodb.com/performance-at-scale/)
- [Highest Availability](https://arangodb.com/highest-availability/)
- [Unified Query Language](https://arangodb.com/unified-query-languageaql/)
- [Graph + Native Document](https://arangodb.com/graph-document/)
- [Graph + Native Search](https://arangodb.com/graph-search/)
- [Cost Effective](https://arangodb.com/cost-effective-development-operation/)
- [Full Geospatial](https://arangodb.com/full-geospatial/)

### Customers

[All Case Studies](https://arangodb.com/solutions/solutions-customers/#all)

[Government & Cyber](https://arangodb.com/solutions/solutions-customers/#Government-Cyber)

[Manufacturing & Supply Chain](https://arangodb.com/solutions/solutions-customers/#Manufacturing-Supply-Chain)

[Healthcare & Science](https://arangodb.com/solutions/solutions-customers/#Healthcare-Science)

[Retail & Commerce](https://arangodb.com/solutions/solutions-customers/#Retail-Commerce)

[Technology](https://arangodb.com/solutions/solutions-customers/#Technology)

[Education](https://arangodb.com/solutions/solutions-customers/#Education)

[Telco](https://arangodb.com/solutions/solutions-customers/#Telco)

[Financial Services](https://arangodb.com/solutions/solutions-customers/#Financial-Services)

### Learn

[Documentation](https://docs.arangodb.com/stable/)

[Developer Hub](https://developer.arangodb.com/)

[ArangoDB University](https://university.arangodb.com/)

[Blog](https://arangodb.com/blog/)

[Certification](https://arangodb.com/learn/certification/)

[Community](https://arangodb.com/community/)

[Events](https://arangodb.com/events/)

[Resources](https://arangodb.com/resources/)

[Training Center](https://arangodb.com/learn/)

### Company

[About Us](https://arangodb.com/about-us/)

[Team](https://arangodb.com/about-arangodb/)

[Partners](https://arangodb.com/partners/)

[News](https://arangodb.com/news/)

[Careers](https://arangodb.applytojob.com/apply)

### Pricing

- Why Graph 
    - [The Rise of Graph](https://arangodb.com/the-rise-of-graph/)
    - [The Graph ML Gamechanger](https://arangodb.com/the-graph-ml-gamechanger/)
    - [Consolidate to Graph](https://arangodb.com/graph-vs-relational/)
    - [Graph DB Basics](https://arangodb.com/graph-database/)
- Products 
    - [Managed Graph DB](https://arangodb.com/arangograph-managedgraphdb/)
    - [Self-Managed Graph DB](https://arangodb.com/arangograph-selfmanaged/)
    - [Managed Graph ML](https://arangodb.com/managed-ml-graph/)
    - [Community Edition](https://arangodb.com/community-server/)
    - [Compare Products](https://arangodb.com/subscriptions/)
- Solutions 
    - Use Cases 
          - [Cyber/Threat Mgmt](https://arangodb.com/solutions/use-cases/cyber-threat-management/)
          - [Fraud Detection](https://arangodb.com/solutions/use-cases/fraud-detections/)
          - [Supply Chain](https://arangodb.com/solutions/use-cases/supply-chain/)
          - [Network Asset Management](https://arangodb.com/solutions/use-cases/network-asset-management/)
          - [Customer & Patient 360](https://arangodb.com/solutions/use-cases/customer-and-patient-360/)
          - [Recommendations](https://arangodb.com/solutions/use-cases/recommendations/)
          - [Case Management](https://arangodb.com/solutions/use-cases/case-management/)
          - [Geospatial Analysis](https://arangodb.com/solutions/use-cases/geospatial/)
          - [Master Data Mgmt](https://arangodb.com/solutions/use-cases/master-data-management/)
    - Industries 
          - [Software & Technology](https://arangodb.com/arangodb-for-software-tech/)
          - [Financial Services](https://arangodb.com/arangodb-for-financial-services/)
          - [Tele Communication](https://arangodb.com/telecommunications-and-network/)
          - [E-commerce](https://arangodb.com/arangodb-for-e-commerce/)
          - [Healthcare](https://arangodb.com/arangodb-for-healthcare/)
          - [Government](https://arangodb.com/arangodb-for-government/)
          - [Aerospace & Defence](https://arangodb.com/arangodb-for-aerospace-defense/)
          - [Manufacturing](https://arangodb.com/arangodb-for-manufacturing/)
    - Solution Accelerators 
          - [Enterprise Knowledge Graphs](https://arangodb.com/resources/white-papers/enterprise-knowledge-graphs/)
          - [Entity Resolution](https://arangodb.com/entity-resolution/)
          - [Traceability/Lineage](https://arangodb.com/traceability-and-lineage/)
          - [Contexual Relevance](https://arangodb.com/contextual-relevance/)
- Customers 
    - [All Case Studies](https://arangodb.com/solutions/solutions-customers/#all)
    - [Government & Cyber](https://arangodb.com/solutions/solutions-customers/#Government-Cyber)
    - [Manufacturing & Supply Chain](https://arangodb.com/solutions/solutions-customers/#Manufacturing-Supply-Chain)
    - [Healthcare & Science](https://arangodb.com/solutions/solutions-customers/#Healthcare-Science)
    - [Retail & Commerce](https://arangodb.com/solutions/solutions-customers/#Retail-Commerce)
    - [Technology](https://arangodb.com/solutions/solutions-customers/#Technology)
    - [Education](https://arangodb.com/solutions/solutions-customers/#Education)
    - [Telco](https://arangodb.com/solutions/solutions-customers/#Telco)
    - [Financial Services](https://arangodb.com/solutions/solutions-customers/#Financial-Services)
- Learn 
    - [Documentation](https://docs.arangodb.com/stable/)
    - [Developer Hub](https://developer.arangodb.com/)
    - [ArangoDB University](https://university.arangodb.com/)
    - [Blog](https://arangodb.com/blog/)
    - [Certification](https://arangodb.com/learn/certification/)
    - [Community](https://arangodb.com/community/)
    - [Events](https://arangodb.com/events/)
    - [Resources](https://arangodb.com/resources/)
    - [Training Center](https://arangodb.com/learn/)
- Company 
    - [About Us](https://arangodb.com/about-us/)
    - [Team](https://arangodb.com/about-arangodb/)
    - [Partners](https://arangodb.com/partners/)
    - [News](https://arangodb.com/news/)
    - [Careers](https://arangodb.applytojob.com/apply)
- [Pricing](https://arangodb.com/download-major/pricing/)

[**Start Free** ArangoGraph Cloud](https://dashboard.arangodb.cloud/signup?acceptedTermsAndConditions=1)

[**Download Now** ArangoDB Enterprise](https://arangodb.com/download-arangodb-enterprise/)

![Vector-5](https://blog.arangodb.com/hubfs/Imported_Blog_Media/search.svg)

![/](https://blog.arangodb.com/hubfs/Imported_Blog_Media/download-3-1.png)

# Integrate ArangoDB with PyTorch Geometric to Build Recommendation Systems

 April 06, 2022

 Tags: [ArangoML](https://blog.arangodb.com/blog/topic/arangoml), [Machine Learning](https://blog.arangodb.com/blog/topic/machine-learning), [Graph](https://blog.arangodb.com/blog/topic/graph), [how to](https://blog.arangodb.com/blog/topic/how-to), [Graphs](https://blog.arangodb.com/blog/topic/graphs), [General](https://blog.arangodb.com/blog/topic/general), [recommendation](https://blog.arangodb.com/blog/topic/recommendation), [pytorch](https://blog.arangodb.com/blog/topic/pytorch)

[Twitter](https://twitter.com/intent/tweet?url=https://blog.arangodb.com/blog/2022/04/integrate-arangodb-with-pytorch-geometric-to-build-recommendation-systems) [LinkedIn](http://www.linkedin.com/shareArticle?mini=true&url=https://blog.arangodb.com/blog/2022/04/integrate-arangodb-with-pytorch-geometric-to-build-recommendation-systems) [Reddit](https://www.reddit.com/share?url=https://blog.arangodb.com/blog/2022/04/integrate-arangodb-with-pytorch-geometric-to-build-recommendation-systems) [Yahoo](https://plus.google.com/share?url=https://blog.arangodb.com/blog/2022/04/integrate-arangodb-with-pytorch-geometric-to-build-recommendation-systems%3Futm_medium%3Dsocial%26utm_source%3Dgoogle_plus)

![](https://blog.arangodb.com/hubfs/ArangoDB-Blog/clock.svg)Estimated reading time: 1 minutes

Estimated reading time: 20 minutes

In this blog post, we will build a complete movie recommendation application using [ArangoDB](https://www.arangodb.com/) and [PyTorch Geometric](https://pytorch-geometric.readthedocs.io/en/latest/). We will tackle the challenge of building a movie recommendation application by transforming it into the task of link prediction. Our goal is to predict missing links between a user and the movies they have not watched yet.

Run this notebook yourself: [https://colab.research.google.com/github/arangodb/interactive\_tutorials/blob/master/notebooks/Integrate\_ArangoDB\_with\_PyG.ipynb](https://colab.research.google.com/github/arangodb/interactive_tutorials/blob/master/notebooks/Integrate_ArangoDB_with_PyG.ipynb)

### Hear More from the Author

[A Comprehensive Case-Study of GraphSage using PyTorchGeometric and Open-Graph-Benchmark](https://blog.arangodb.com/blog/2021/08/a-comprehensive-case-study-of-graphsage-using-pytorchgeometric)

### Continue Reading

[Introducing the new ArangoDB Datasource for Apache Spark](https://blog.arangodb.com/blog/2022/03/introducing-the-new-arangodb-datasource-for-apache-spark)

[Introducing ArangoDB 3.9 – Graph Meets Analytics](https://blog.arangodb.com/blog/2022/02/introducing-arangodb-3-9-further-powering-graph-at-scale)

[Introducing the ArangoDB-DGL Adapter](https://blog.arangodb.com/blog/2022/01/introducing-the-arangodb-dgl-adapter)

[Twitter](https://twitter.com/intent/tweet?url=https://blog.arangodb.com/blog/2022/04/integrate-arangodb-with-pytorch-geometric-to-build-recommendation-systems) [LinkedIn](http://www.linkedin.com/shareArticle?mini=true&url=https://blog.arangodb.com/blog/2022/04/integrate-arangodb-with-pytorch-geometric-to-build-recommendation-systems) [Reddit](https://www.reddit.com/share?url=https://blog.arangodb.com/blog/2022/04/integrate-arangodb-with-pytorch-geometric-to-build-recommendation-systems) [Yahoo](https://plus.google.com/share?url=https://blog.arangodb.com/blog/2022/04/integrate-arangodb-with-pytorch-geometric-to-build-recommendation-systems%3Futm_medium%3Dsocial%26utm_source%3Dgoogle_plus)

![Picture of Sachin Sharma](https://blog.arangodb.com/hubfs/Imported_Blog_Media/Authors/Sachin-Sharma-100x100.jpg)

 April 06, 2022 , [Sachin Sharma](https://blog.arangodb.com/blog/author/sachin-sharma)

Sachin is a Machine Learning Research Engineer at ArangoDB whose aim is to build Intelligent products using thorough research and engineering in the area of Graph Machine Learning. He completed his Masters’s degree in Computer Science with a specialization in Intelligent Systems. He is an AI Enthusiast who has conducted research in the areas of Computer Vision, NLP, and Graph Neural Networks at DFKI (German Research Centre for AI) during his academic career. Sachin also worked on building Machine Learning pipelines at Define Media Gmbh where he worked as a Machine Learning Engineer and Scientist.

### Leave a Comment

 Tags

- [General](https://blog.arangodb.com/blog/topic/general)
- [Release](https://blog.arangodb.com/blog/topic/release)
- [Community](https://blog.arangodb.com/blog/topic/community)
- [Releases](https://blog.arangodb.com/blog/topic/releases)
- [Performance](https://blog.arangodb.com/blog/topic/performance)
- [Tutorial](https://blog.arangodb.com/blog/topic/tutorial)
- [Foxx](https://blog.arangodb.com/blog/topic/foxx)
- [AQL](https://blog.arangodb.com/blog/topic/aql)
- [API](https://blog.arangodb.com/blog/topic/api)
- [Newsletter](https://blog.arangodb.com/blog/topic/newsletter)
- [Cluster](https://blog.arangodb.com/blog/topic/cluster)
- [Graph](https://blog.arangodb.com/blog/topic/graph)
- [Graphs](https://blog.arangodb.com/blog/topic/graphs)
- [Documentation](https://blog.arangodb.com/blog/topic/documentation)
- [Javascript](https://blog.arangodb.com/blog/topic/javascript)
- [Query Language](https://blog.arangodb.com/blog/topic/query-language)
- [Architecture](https://blog.arangodb.com/blog/topic/architecture)
- [NoSQL](https://blog.arangodb.com/blog/topic/nosql)
- [Enterprise](https://blog.arangodb.com/blog/topic/enterprise)
- [Ruby](https://blog.arangodb.com/blog/topic/ruby)
- [RocksDB](https://blog.arangodb.com/blog/topic/rocksdb)
- [testing](https://blog.arangodb.com/blog/topic/testing)
- [ArangoML](https://blog.arangodb.com/blog/topic/arangoml)
- [Machine Learning](https://blog.arangodb.com/blog/topic/machine-learning)
- [Benchmark](https://blog.arangodb.com/blog/topic/benchmark)
- [Java](https://blog.arangodb.com/blog/topic/java)
- [driver](https://blog.arangodb.com/blog/topic/driver)
- [multi-model](https://blog.arangodb.com/blog/topic/multi-model)
- [geo](https://blog.arangodb.com/blog/topic/geo)
- [how to](https://blog.arangodb.com/blog/topic/how-to)
- [Drivers](https://blog.arangodb.com/blog/topic/drivers)
- [PHP](https://blog.arangodb.com/blog/topic/php)
- [Security](https://blog.arangodb.com/blog/topic/security)
- [nodejs](https://blog.arangodb.com/blog/topic/nodejs)
- [python](https://blog.arangodb.com/blog/topic/python)
- [ArangoSearch](https://blog.arangodb.com/blog/topic/arangosearch)
- [Kubernetes](https://blog.arangodb.com/blog/topic/kubernetes)
- [Presentation](https://blog.arangodb.com/blog/topic/presentation)
- [open-source](https://blog.arangodb.com/blog/topic/open-source)
- [Future-of-nosql](https://blog.arangodb.com/blog/topic/future-of-nosql)
- [GitHub](https://blog.arangodb.com/blog/topic/github)
- [ARM: Raspberry + Co.](https://blog.arangodb.com/blog/topic/arm-raspberry-co-)
- [Fraud Detection](https://blog.arangodb.com/blog/topic/fraud-detection)
- [Managed Service](https://blog.arangodb.com/blog/topic/managed-service)
- [arangosh](https://blog.arangodb.com/blog/topic/arangosh)
- [C++](https://blog.arangodb.com/blog/topic/c)
- [Cloud](https://blog.arangodb.com/blog/topic/cloud)
- [Conferences](https://blog.arangodb.com/blog/topic/conferences)
- [Data Science](https://blog.arangodb.com/blog/topic/data-science)
- [HTTP](https://blog.arangodb.com/blog/topic/http)
- [ML](https://blog.arangodb.com/blog/topic/ml)
- [Pregel](https://blog.arangodb.com/blog/topic/pregel)
- [Replication](https://blog.arangodb.com/blog/topic/replication)
- [WebUI](https://blog.arangodb.com/blog/topic/webui)
- [graph database](https://blog.arangodb.com/blog/topic/graph-database)
- [monitoring](https://blog.arangodb.com/blog/topic/monitoring)
- [pytorch](https://blog.arangodb.com/blog/topic/pytorch)
- [Application Server](https://blog.arangodb.com/blog/topic/application-server)
- [ArangoGraphML](https://blog.arangodb.com/blog/topic/arangographml)
- [Community Edition](https://blog.arangodb.com/blog/topic/community-edition)
- [Compliance](https://blog.arangodb.com/blog/topic/compliance)
- [Linux](https://blog.arangodb.com/blog/topic/linux)
- [Publication](https://blog.arangodb.com/blog/topic/publication)
- [Relational Database](https://blog.arangodb.com/blog/topic/relational-database)
- [SOC 2](https://blog.arangodb.com/blog/topic/soc-2)
- [Windows](https://blog.arangodb.com/blog/topic/windows)
- [licensing](https://blog.arangodb.com/blog/topic/licensing)
- [networkx](https://blog.arangodb.com/blog/topic/networkx)
- [storage](https://blog.arangodb.com/blog/topic/storage)
- [ARM](https://blog.arangodb.com/blog/topic/arm)
- [Alliances](https://blog.arangodb.com/blog/topic/alliances)
- [ArangoDB Cloud](https://blog.arangodb.com/blog/topic/arangodb-cloud)
- [ArangoSync](https://blog.arangodb.com/blog/topic/arangosync)
- [Arangograph](https://blog.arangodb.com/blog/topic/arangograph)
- [CNFC](https://blog.arangodb.com/blog/topic/cnfc)
- [DC/OS](https://blog.arangodb.com/blog/topic/dc-os)
- [DGL Adaptor](https://blog.arangodb.com/blog/topic/dgl-adaptor)
- [Data Loader](https://blog.arangodb.com/blog/topic/data-loader)
- [Dev Days 2021](https://blog.arangodb.com/blog/topic/dev-days-2021)
- [Developer Hub](https://blog.arangodb.com/blog/topic/developer-hub)
- [Funding Announcement](https://blog.arangodb.com/blog/topic/funding-announcement)
- [GO](https://blog.arangodb.com/blog/topic/go)
- [GenAI](https://blog.arangodb.com/blog/topic/genai)
- [Graph DB](https://blog.arangodb.com/blog/topic/graph-db)
- [Graph DBs](https://blog.arangodb.com/blog/topic/graph-dbs)
- [Graph Databases](https://blog.arangodb.com/blog/topic/graph-databases)
- [Graph Neural Networks](https://blog.arangodb.com/blog/topic/graph-neural-networks)
- [GraphDB](https://blog.arangodb.com/blog/topic/graphdb)
- [Inside ArangoDB](https://blog.arangodb.com/blog/topic/inside-arangodb)
- [Intel](https://blog.arangodb.com/blog/topic/intel)
- [Intel PyG](https://blog.arangodb.com/blog/topic/intel-pyg)
- [Intel Xeon CPU](https://blog.arangodb.com/blog/topic/intel-xeon-cpu)
- [KG](https://blog.arangodb.com/blog/topic/kg)
- [Knowledge Graphs](https://blog.arangodb.com/blog/topic/knowledge-graphs)
- [LLM](https://blog.arangodb.com/blog/topic/llm)
- [Large Language Models](https://blog.arangodb.com/blog/topic/large-language-models)
- [Migrate to Graph](https://blog.arangodb.com/blog/topic/migrate-to-graph)
- [NetworkX Adaptor](https://blog.arangodb.com/blog/topic/networkx-adaptor)
- [Oasis](https://blog.arangodb.com/blog/topic/oasis)
- [Partners](https://blog.arangodb.com/blog/topic/partners)
- [PyG](https://blog.arangodb.com/blog/topic/pyg)
- [PyTorch Geometric](https://blog.arangodb.com/blog/topic/pytorch-geometric)
- [RDF](https://blog.arangodb.com/blog/topic/rdf)
- [Series B](https://blog.arangodb.com/blog/topic/series-b)
- [adapter](https://blog.arangodb.com/blog/topic/adapter)
- [analytics](https://blog.arangodb.com/blog/topic/analytics)
- [analyzers](https://blog.arangodb.com/blog/topic/analyzers)
- [arangopipe](https://blog.arangodb.com/blog/topic/arangopipe)
- [atomics](https://blog.arangodb.com/blog/topic/atomics)
- [aws](https://blog.arangodb.com/blog/topic/aws)
- [collaboration](https://blog.arangodb.com/blog/topic/collaboration)
- [concurrency](https://blog.arangodb.com/blog/topic/concurrency)
- [dev days](https://blog.arangodb.com/blog/topic/dev-days)
- [fuzzy search](https://blog.arangodb.com/blog/topic/fuzzy-search)
- [graphsage](https://blog.arangodb.com/blog/topic/graphsage)
- [licence](https://blog.arangodb.com/blog/topic/licence)
- [memory model](https://blog.arangodb.com/blog/topic/memory-model)
- [plugin](https://blog.arangodb.com/blog/topic/plugin)
- [preprocessing](https://blog.arangodb.com/blog/topic/preprocessing)
- [recommendation](https://blog.arangodb.com/blog/topic/recommendation)
- [resource description framework](https://blog.arangodb.com/blog/topic/resource-description-framework)
- [semantic web](https://blog.arangodb.com/blog/topic/semantic-web)
- [torch](https://blog.arangodb.com/blog/topic/torch)
- [turtle](https://blog.arangodb.com/blog/topic/turtle)
- [x86](https://blog.arangodb.com/blog/topic/x86)
- [— Relational Database](https://blog.arangodb.com/blog/topic/-relational-database)

[![logo](https://blog.arangodb.com/hs-fs/hubfs/Imported_Blog_Media/logo.png?width=301&height=50&name=logo.png "logo")](https://arango.ai)

ArangoGraph Insights Platform Accelerate application innovation and performance with our next-generation graph data and analytics platform.

- <https://www.facebook.com/arangodb.database/>
- <https://twitter.com/i/flow/login?redirect_after_login=%2Farangodb>
- <https://www.instagram.com/arangodb/>
- <https://www.linkedin.com/company/arangodb/>
- <https://www.youtube.com/user/ArangoDB>

#### Quick Links

- [Quick Start](https://docs.arangodb.com/3.11/)
- [Roadmap](https://arangodb.com/roadmap/)
- [Language Drivers](https://docs.arangodb.com/3.11/develop/drivers/)
- [Case Studies](https://arangodb.com/solutions/solutions-customers/#all)
- [BI Connectors](https://arangodb.com/community-driven/bi-connector-arangodb/)
- [Certification Exam](https://arangodb.com/learn/certification/)

#### Info

- [Community](https://arangodb.com/community/)
- [Events](https://arangodb.com/events)
- [Online Meetup](https://www.meetup.com/online-ArangoDB-meetup/)
- [Logo/Resources](https://arangodb.com/resources/logos/)
- [Stackoverflow](https://stackoverflow.com/questions/tagged/arangodb)
- [Slack](https://join.slack.com/t/arangodb-community/shared_invite/zt-2d4p43cma-flyf72j9a9wq4A2OtuMFkA)

#### About Us

- [About Us](https://arangodb.com/about-us/)
- [Jobs](https://arangodb.applytojob.com/apply)
- [Imprint](https://arangodb.com/imprint/)
- [Contact Us](https://arangodb.com/contact/)
- [News](https://arangodb.com/news/)
- [Google Groups](https://groups.google.com/g/arangodb)

#### Stay In Touch

Keep up with the latest news from the ArangoDB

 ©2023 ArangoDB. All Rights Reserved.

[Terms & Conditions](https://cloud.arangodb.com/terms-and-conditions)|[Our Privacy Policy](https://cloud.arangodb.com/privacy-policy)

![](https://www.facebook.com/tr?id=336858843477853&ev=PageView&noscript=1)