[Feature Request]: <How to use sentence_transformers local embeddings model>

[via007]

Do you need to file an issue?

• I have searched the existing issues and this feature is not already filed.
• My model is hosted on OpenAI or Azure. If not, please look at the "model providers" issue and don't file a new one here.
• I believe this is a legitimate feature request, not just a question. If this is a question, please use the Discussions area.

Is your feature request related to a problem? Please describe.

now, embeddings type is openai_embedding and azure_openai_embedding and mock_embeddings,but i want to use local model

Describe the solution you'd like

No response

Additional context

No response

[natoverse]

GraphRAG now has the ability to accept custom model implementations, so you can write a class that calls your embeddings library. There is a PR with docs you can look at that explans the Protocol: https://github.com/microsoft/graphrag/pull/1842/files

(Ignore the content about reasoning model support, this is still in a separate PR, so the docs don't apply yet)

[via007]

GraphRAG现在能够接受自定义模型实现，因此您可以编写一个调用嵌入库的类。有一个带有文档的PR，您可以查看解释协议：https://github.com/microsoft/graphrag/pull/1842/files

（忽略有关推理模型支持的内容，这仍然在单独的PR中，所以文档还不适用）

thanks

[via007]

GraphRAG now has the ability to accept custom model implementations, so you can write a class that calls your embeddings library. There is a PR with docs you can look at that explans the Protocol: https://github.com/microsoft/graphrag/pull/1842/files

(Ignore the content about reasoning model support, this is still in a separate PR, so the docs don't apply yet)

I have successfully implemented the embedding model using sentence_transformers. Can I submit a PR?

[natoverse]

Do you have public repo we can link to? We tend to be slow to accept PRs for various providers/implementations because there are so many possibilities and we can't maintain them all.

[github-actions]

This issue has been marked stale due to inactivity after repo maintainer or community member responses that request more information or suggest a solution. It will be closed after five additional days.

[github-actions]

This issue has been closed after being marked as stale for five days. Please reopen if needed.