| # hugegraph-ai |
| [](https://www.apache.org/licenses/LICENSE-2.0.html) |
| |
| `hugegraph-ai` aims to explore the integration of [HugeGraph](https://github.com/apache/hugegraph) with artificial |
| intelligence (AI) and provide comprehensive support for developers to leverage HugeGraph's AI capabilities |
| in their projects. |
| |
| |
| ## Modules |
| - [hugegraph-llm](./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 assist 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](./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](./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. |
| |
| ## License |
| |
| hugegraph-ai is licensed under `Apache 2.0` License. |
| |
| ### Contact Us |
| |
| --- |
| |
| - [GitHub Issues](https://github.com/apache/incubator-hugegraph-ai/issues): Feedback on usage issues and functional requirements (quick response) |
| - Feedback Email: [dev@hugegraph.apache.org](mailto:dev@hugegraph.apache.org) ([subscriber](https://hugegraph.apache.org/docs/contribution-guidelines/subscribe/) only) |
| - WeChat public account: Apache HugeGraph, welcome to scan this QR code to follow us. |
| |
| <img src="https://raw.githubusercontent.com/apache/incubator-hugegraph-doc/master/assets/images/wechat.png" alt="QR png" width="350"/> |
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