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ArangoML

README.md

Graph is the future of data analytics

ArangoDB as the foundation for Graph ML

  • Scalable: Designed from ground up to scale Enterprise use cases
  • Simple Ingestion: Easy integration in existing data infrastructure + connectors to all leading data processing and data ecosystems
  • Open Source: Extensibility, Community, especially large community maintained library
  • NLP Support: Built-In Text Processing, Search, and Similarity Ranking
ArangoGraphML NetworkX, cuGraph, PyG & DGL Support
ArangoGraphML provides enterprise-ready graph-powered machine learning as a cloud service via Jupyter Notebooks that run on the ArangoGraph Insights Platform.

The Networkx Adapter, cuGraph Adapter, PyG Adapter, and DGL Adapter allow developers to export their ArangoDB graphs to NetworkX/cuGraph/PyG/DGL & vice-versa.

FastGraphML Pregel
FastGraphML is a low-code python package that enables the generation of graph embeddings with PyG.

ArangoDB has built-in Pregel support that allows for analytical processing directly on graphs stored in ArangoDB. Get started here.


Learn more from our resources at arangodb.com/graph-analytics-at-enterprise-scale

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  1. arangopipe Public

    ArangoML Pipeline is a common and extensible Metadata Layer for Machine Learning Pipelines based on ArangoDB.

    Python 122 13

  2. fastgraphml Public

    Given an input graph (ArangoDB or PyG) it generates graph embeddings using Low-Code framework built on top of PyG.

    Python 68 8

  3. networkx-adapter Public

    The NetworkX adapter for ArangoDB

    Python 25 8

  4. cugraph-adapter Public

    The RAPIDS cuGraph adapter for ArangoDB

    Python 3 1

  5. pyg-adapter Public

    The PyTorch Geometric adapter for ArangoDB

    Python 5 2

  6. dgl-adapter Public

    The Deep Graph Library adapter for ArangoDB

    Python 5 1

Repositories

Showing 10 of 26 repositories
  • langchain-arangodb Public
    Python 0 MIT 0 0 0 Updated Apr 12, 2025
  • GenAIComps1.3 Public Forked from opea-project/GenAIComps

    GenAI components at micro-service level; GenAI service composer to create mega-service

    Python 0 Apache-2.0 184 0 1 Updated Apr 12, 2025
  • GenAIComps1.2 Public Forked from opea-project/GenAIComps

    GenAI components at micro-service level; GenAI service composer to create mega-service

    Python 0 Apache-2.0 184 0 0 Updated Apr 11, 2025
  • .github Public
    0 0 0 0 Updated Apr 1, 2025
  • langchain Public Forked from langchain-ai/langchain

    🦜🔗 Build context-aware reasoning applications

    Jupyter Notebook 0 MIT 17,565 0 4 Updated Mar 25, 2025
  • mlflow Public Forked from mlflow/mlflow

    Open source platform for the machine learning lifecycle

    Python 0 Apache-2.0 4,484 0 4 Updated Mar 21, 2025
  • arangodb_datasets Public
    Python 6 4 2 0 Updated Mar 5, 2025
  • phenolrs Public
    Rust 0 1 0 5 Updated Feb 20, 2025
  • GenAIComps Public Forked from opea-project/GenAIComps

    GenAI components at micro-service level; GenAI service composer to create mega-service

    Python 0 Apache-2.0 184 0 3 Updated Feb 11, 2025
  • networkx-adapter Public

    The NetworkX adapter for ArangoDB

    Python 25 Apache-2.0 8 1 (1 issue needs help) 1 Updated Jan 23, 2025
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