bge-m3 default representation

[nico2rdj]

Hello :)

First thank you for your amazing work!

When using bge-m3 within langchain what is the default representation of the encoding? Dense or a mix of differents (sparse...)?

[staoxiao]

Thanks for your interest in our work! In langchain, you can use HuggingFaceEmbeddings to load bge-m3, which will use sentence-transformers tool to generate dense embedding.

[wayne2tech]

Thanks for your interest in our work! In langchain, you can use HuggingFaceEmbeddings to load bge-m3, which will use sentence-transformers tool to generate dense embedding.

how to generate sparse vector by HuggingFaceEmbeddings, please

[staoxiao]

Thanks for your interest in our work! In langchain, you can use HuggingFaceEmbeddings to load bge-m3, which will use sentence-transformers tool to generate dense embedding.

how to generate sparse vector by HuggingFaceEmbeddings, please

please refer to https://github.com/FlagOpen/FlagEmbedding/issues/585