---
title: Community Notebook Challenge - ArangoDB
description: "What is our Notebook Challenge you ask? Well, this blog post is going to catch you up to speed and get you excited to participate and have the chance to win the grand prize: a pair of custom Apple Airpod Pros."
image: https://blog.arangodb.com/hubfs/Imported_Blog_Media/Blog-Post-Template.jpg
---

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/)

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![/](https://blog.arangodb.com/hubfs/Imported_Blog_Media/Blog-Post-Template.jpg)

# Community Notebook Challenge

 August 13, 2021

 Tags: [Fraud Detection](https://blog.arangodb.com/blog/topic/fraud-detection), [AQL](https://blog.arangodb.com/blog/topic/aql), [Query Language](https://blog.arangodb.com/blog/topic/query-language), [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)

[Twitter](https://twitter.com/intent/tweet?url=https://blog.arangodb.com/blog/2021/08/community-notebook-challenge) [LinkedIn](http://www.linkedin.com/shareArticle?mini=true&url=https://blog.arangodb.com/blog/2021/08/community-notebook-challenge) [Reddit](https://www.reddit.com/share?url=https://blog.arangodb.com/blog/2021/08/community-notebook-challenge) [Yahoo](https://plus.google.com/share?url=https://blog.arangodb.com/blog/2021/08/community-notebook-challenge%3Futm_medium%3Dsocial%26utm_source%3Dgoogle_plus)

![](https://blog.arangodb.com/hubfs/ArangoDB-Blog/clock.svg)Estimated reading time: 2 minutes

Calling all Community Members! 🥑

Today we are excited to announce our **Community Notebook Challenge**.

What is our Notebook Challenge you ask? Well, this blog post is going to catch you up to speed and get you excited to participate and have the chance to win the grand prize: a pair of custom Apple Airpod Pros.

Our [Interactive Tutorials](https://github.com/arangodb/interactive_tutorials) repository has a library of python notebooks available covering the full spectrum of ArangoDB features. Although we cover a lot of topics, something is missing… **YOUR** notebook! As announced in our July Newsletter on July 29th and running until October 31st, the **first 25 people** who have a notebook merged into the main branch will receive a swag box (one per person). **EVERYONE** who has an accepted PR will be entered to win a set of custom Apple AirPod Pros! Each notebook (subject to approval) gets you an extra entry.

![Screenshot-2021](https://blog.arangodb.com/hs-fs/hubfs/Imported_Blog_Media/Screenshot-2021-08-12-at-14_34_50-1.png?width=250&height=184&name=Screenshot-2021-08-12-at-14_34_50-1.png)

To get started, [visit the repository](https://github.com/arangodb/interactive_tutorials#contribute) and follow the contribution instructions.

[**https://github.com/arangodb/interactive\_tutorials**](https://github.com/arangodb/interactive_tutorials)

Notebooks should cover topics related to ArangoDB, such as:

- A unique approach to getting started with AQL
- An exciting tutorial covering another ArangoDB concept
- A novel approach you took to solve a machine learning problem using ArangoDB
- A notebook showcasing how you use ArangoDB in your application
- Any other notebooks that get people excited about using ArangoDB

We are pretty lenient when it comes to providing community notebooks, but some content may require revision before being accepted or may not be accepted. 

We are very excited to see what awesome and creative notebooks you come up with!

Disclaimer: We will make our best effort to ship to most countries, within reason. If for any reason, we aren’t able to due to laws or shipping restrictions of the country, or some other unforeseen reason, we may need to select another winner at our discretion and/or not send out the swag box.

[Twitter](https://twitter.com/intent/tweet?url=https://blog.arangodb.com/blog/2021/08/community-notebook-challenge) [LinkedIn](http://www.linkedin.com/shareArticle?mini=true&url=https://blog.arangodb.com/blog/2021/08/community-notebook-challenge) [Reddit](https://www.reddit.com/share?url=https://blog.arangodb.com/blog/2021/08/community-notebook-challenge) [Yahoo](https://plus.google.com/share?url=https://blog.arangodb.com/blog/2021/08/community-notebook-challenge%3Futm_medium%3Dsocial%26utm_source%3Dgoogle_plus)

![Picture of Christopher Woodward](https://blog.arangodb.com/hubfs/Imported_Blog_Media/Authors/Chris-e1611842082509-100x100.jpg)

 August 13, 2021 , [Christopher Woodward](https://blog.arangodb.com/blog/author/christopher-woodward)

Chris has over 10 years experience at all angles of technology including service, support, and development. He is also passionate about learning and right now he is focused on improving the learning experience for the ArangoDB community. Chris believes the future is native multi-model and wants to help tell the world.

### 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)

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