Entity Resolution in ArangoDB
Estimated reading time: 8 minutes
This post will dive into the world of Entity Resolution in ArangoDB. This is a companion piece for our Lunch and Learn session, Graph & Beyond Lunch Break #15: Entity Resolution.
In this article we will:
- give a brief background in Entity Resolution (ER)
- discuss some use-cases for ER
- discuss some techniques for performing ER in ArangoDB
Inside the Avocado Grove: From Canada to Germany and the Digital Marketing of Avocados
Estimated reading time: 8 minutes
My name is Laura, and I am responsible for digital marketing here at ArangoDB.
In the following post, I will dive into my own experience working at ArangoDB and how I ended up from Northern Ontario, Canada to work in Germany at a native multi-model graph database company. Are you interested in learning more about working abroad, working remotely, or diving into a new industry? This post covers all of the above topics.
(more…)Word Embeddings in ArangoDB
Estimated reading time: 12 minute
This post will dive into the world of Natural Language Processing by using word embeddings to search movie descriptions in ArangoDB.
In this post we:
- Discuss the background of word embeddings
- Introduce the current state-of-the-art models for embedding text
- Apply a model to produce embeddings of movie descriptions in an IMDb dataset
- Perform similarity search in ArangoDB using these embeddings
- Show you how to query the movie description embeddings in ArangoDB with custom search terms
June 2021: What’s the Latest with ArangoDB?
Estimated reading time: 5 minutes
Hello Community,
Welcome to the sixth ArangoDB newsletter of 2021! Hard to believe we are already half-way through 2021 🤯
In this edition, we are excited to share:
- Our next Graph & Beyond Lunch Break: Kubernetes Meets Graphs
- Developer deployments for ArangoDB ArangoGraph (NEW!)
- Our first online Meetup of 2021
- The latest blog post in our ArangoML series
- Our growing avocado grove (aka we are hiring!)
Introducing Developer Deployments on ArangoDB ArangoGraph
Estimated reading time: 4 minutes
Today we’re announcing the introduction of Developer deployments as a beta feature on the ArangoGraph platform.
In this blog post, we’ll tell you what Developer deployments are, what you can do with them, what you should not do with them, and how to get started.
(more…)ArangoBNB Data Preparation Case Study: Optimizing for Efficiency
Estimated reading time: 18 minutes
This case study covers a data exploration and analysis scenario about modeling data when migrating to ArangoDB. The topics covered in this case study include:
- Importing data into ArangoDB
- Developing Application Requirements before modeling
- Data Analysis and Exploration with AQL
This case study can hopefully be used as a guide as it shows step-by-step instructions and discusses the motivations in exploring and transforming data in preparation for a real-world application.
The information contained in this case study is derived from the development of the ArangoBnB project; a community project developed in JavaScript that is always open to new contributors. The project is an Airbnb clone with a Vue frontend and a React frontend being developed in parallel by the community. It is not necessary to download the project or be familiar with JavaScript for this guide. To see how we are using the data in a real-world project, check out the repository.
ArangoDB Newsletter #133: May Updates and Insights
Estimated reading time: 4 minutes
Hello Community,
Welcome to the fifth ArangoDB newsletter of 2021!
In this edition, we are excited to share:
- An upcoming webinar about ArangoDB 3.8
- The latest blog post in our ArangoML series
- Our next Lunch Break spotlighting Fuzzy Search
- Our growing avocado grove (aka we are hiring!)
We hope you enjoy it!
ArangoDB Newsletter #132: April Updates and Insights
Estimated reading time: 4 minutes
Hello Community,
Welcome to the fourth ArangoDB newsletter of 2021!
In this edition, we share details about: our latest and greatest lunch breaks, part four of our ArangoML blog series, as well as a guest article featured in DZone about the C++ memory model.
We hope you enjoy!
ArangoDB Newsletter #131: March Updates and Insights
Estimated reading time: 4 minutes
We’ve officially entered Spring this month, so perhaps it’s time for a little spring cleaning? Here’s a few suggestions from us:
- Optimize your AQL queries by checking out our latest lunch breaks
- Learn something new with our ArangoML blog series
Anything else you’d like to learn about? Drop us a line anytime at community [at] arangodb [dot] com.
ArangoDB Newsletter #130: February Updates and Insights
Estimated reading time: 4 minutes
Hello community!
This month we post on the blog bearing gifts up upcoming events, content we think you might enjoy, as well as suggestions around how to get involved with the community. Read on!
We’d also love to hear from *you*! Drop us a line anytime at community [at] arangodb [dot] com.
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