Anthony Mahanna, Author at ArangoDB

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

Anthony Mahanna — 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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Reintroducing the ArangoDB-RDF Adapter

Anthony Mahanna — 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 the ArangoDB-PyG Adapter

Anthony Mahanna — Thu, 04 Aug 2022 08:40:19 +0000

Estimated reading time: 10 minutes We are proud to announce the GA 1.0 release of the ArangoDB-PyG Adapter! The ArangoDB-PyG Adapter exports Graphs from ArangoDB, the multi-model database for graph & beyond, into PyTorch Geometric (PyG), a PyTorch-based Graph Neural Network library, and vice-versa. On July 29 2022, we introduced the first release of the PyTorch…

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Introducing the ArangoDB-DGL Adapter

Anthony Mahanna — Fri, 14 Jan 2022 10:17:15 +0000

Estimated reading time: 15 minutes We are proud to announce the GA 1.0 release of the ArangoDB-DGL Adapter! The ArangoDB-DGL Adapter exports Graphs from ArangoDB, a multi-model Graph Database, into Deep Graph Library (DGL), a python package for graph neural networks, and vice-versa. On December 30th, 2021, we introduced to the ArangoML community our first…

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Introducing the ArangoDB-NetworkX Adapter

Anthony Mahanna — Fri, 14 Jan 2022 10:04:02 +0000

Estimated reading time: 18 minute We are proud to announce the GA 3.0 release of the ArangoDB-NetworkX Adapter! The ArangoDB-Networkx Adapter exports Graphs from ArangoDB, a multi-model Graph Database, into NetworkX, the swiss army knife for graph analysis with python, and vice-versa. Back in November 2021, we (quietly) released its 1.0 distribution, which overhauled the…

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