The integration of HugeGraph with artificial intelligence

Clone this repo:
  1. a805bb2 refact: improve the graph rag experience (#53) by imbajin · 11 days ago main
  2. 86c876e [chore] add auth param for property_key.remove() (#52) by Simon Cheung · 14 days ago
  3. e4280e6 chore(deps): bump urllib3 in /hugegraph-python-client (#51) by dependabot[bot] · 3 weeks ago
  4. 020f99b chore: introduce black for code format in github actions (#47) by chenzihong · 5 weeks ago
  5. 326d66d feat: add version api & test (#44) by chenzihong · 7 weeks ago

hugegraph-ai

License

hugegraph-ai aims to explore the integration of HugeGraph with artificial intelligence (AI) and provide comprehensive support for developers to leverage HugeGraph's AI capabilities in their projects.

Modules

  • hugegraph-llm:The hugegraph-llm will house the implementation and research related to large language models. It will include runnable demos and can also be used as a third-party library, reducing the cost of using graph systems and the complexity of building knowledge graphs. Graph systems can help large models address challenges like timeliness and hallucination, while large models can help graph systems with cost-related issues. Therefore, this module will explore more applications and integration solutions for graph systems and large language models.
  • hugegraph-ml: The hugegraph-ml will focus on integrating HugeGraph with graph machine learning, graph neural networks, and graph embeddings libraries. It will build an efficient and versatile intermediate layer to seamlessly connect with third-party graph-related ML frameworks.
  • hugegraph-python-client: The hugegraph-python-client is a Python client for HugeGraph. It is used to define graph structures and perform CRUD operations on graph data. Both the hugegraph-llm and hugegraph-ml modules will depend on this foundational library.

Contributing

  • Welcome to contribute to HugeGraph, please see Guidelines for more information.
  • Note: It's recommended to use GitHub Desktop to greatly simplify the PR and commit process.
  • Code format: Please run ./style/code_format_and_analysis.sh to format your code before submitting a PR.
  • Thank you to all the people who already contributed to HugeGraph!

contributors graph

License

hugegraph-ai is licensed under Apache 2.0 License.

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