ArangoDB Graph | Powerful Graph Database Solutions

Benchmark Results – ArangoDB vs. Neo4j : ArangoDB up to 8x faster than Neo4j

Tue, 03 Dec 2024 15:47:23 +0000

Introduction This document presents the benchmark results comparing the ArangoDB’s Graph Analytics Engine (GAE) against Neo4j. The GAE is just one component of ArangoDB’s Data Science Suite. This reproducible benchmark aims to provide a neutral and thorough comparison between the two databases, ensuring a fair and unbiased assessment. We use the wiki-Talk dataset, a widely…

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Vector Search in ArangoDB: Practical Insights and Hands-On Examples

Mon, 25 Nov 2024 07:03:18 +0000

Vector search is gaining traction as a go-to tool for handling large, unstructured datasets like text, images, and audio. It works by comparing vector embeddings, numerical representations generated by machine learning models, to find items with similar properties. With the integration of Facebook’s FAISS library, ArangoDB brings scalable, high-performance vector search directly into its core,…

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Some Perspectives on HybridRAG in an ArangoDB World

Tue, 08 Oct 2024 05:13:35 +0000

Introduction Graph databases continue to gain momentum, thanks to their knack for handling intricate relationships and context. Developers and tech leaders are seeing the potential of pairing them with the creative strength of large language models (LLMs). This combination is opening the door to more precise, context-aware answers to natural language prompts. That’s where RAG…

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The world is a graph: How Fix reimagines cloud security using a graph in ArangoDB

Thu, 08 Feb 2024 07:15:14 +0000

'Guest Blog' Estimated reading time: 5 minutes In 2015, John Lambers, a Corporate Vice President and Security Fellow at Microsoft wrote “Defenders think in lists. Attackers think in graphs. As long as this is true, attackers win.ˮ The original problem in cloud security is visibility into my assets. If security engineers donʼt know what cloud…

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Reintroducing the ArangoDB-RDF Adapter

Thu, 01 Feb 2024 06:15:57 +0000

ArangoRDF allows you to export Graphs from ArangoDB into RDFLib, the standard library for working with Resource Description Framework (RDF) in Python, and vice-versa. Back in December 2023, we (quietly) released ArangoRDF’s 0.1 distribution, which reworkedfunctionality to introduce a consistent RDF-to-ArangoDB & ArangoDB-to-RDF experience basedon the paper Transforming RDF-star to Property Graphs: A Preliminary Analysis…

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Introducing ArangoDB’s Data Loader : Revolutionizing Your Data Migration Experience

Thu, 14 Dec 2023 11:57:57 +0000

At ArangoDB, our commitment to empowering companies, developers, and data enthusiasts with cutting edge tools and resources remains unwavering. Today, we’re thrilled to unveil our latest innovation, the Data Loader, a game-changing feature designed to simplify and streamline the migration of relational databases to ArangoGraph. Let’s dive into what makes Data Loader a must-have tool…

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What is a Graph Database?

Thu, 07 Jul 2022 18:39:41 +0000

Introduction Graphs occur everywhere in everyday life: your network of friends, the network of roads you drive on, and the supply chain of factories, ships, and roads that brought you the device you’re reading this on. While it might be easy to connect the dots on how most things can be shown as a graph,…

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Integrate ArangoDB with PyTorch Geometric to Build Recommendation Systems

Wed, 06 Apr 2022 16:52:45 +0000

Estimated reading time: 20 minutes In this blog post, we will build a complete movie recommendation application using ArangoDB and PyTorch Geometric. 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…

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A Comprehensive Case-Study of GraphSage using PyTorchGeometric and Open-Graph-Benchmark

Fri, 13 Aug 2021 14:40:16 +0000

Estimated reading time: 15 minute This blog post provides a comprehensive study on the theoretical and practical understanding of GraphSage, this notebook will cover: Check it out on github Last updated: 23/08/2023 15:05:13 Hear More from the Author Graph Embeddings Continue Reading Entity Resolution in ArangoDB Inside the Avocado Grove: From Canada to Germany and the…

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Community Notebook Challenge

Fri, 13 Aug 2021 09:20:28 +0000

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…

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