Custom Embedding models

Reor will automatically download the embedding model you choose from the dropdown. However, you can also attach your own local embedding model or specify a custom remote model.

Attach a Local Embedding Model

To attach a local embedding model, you'll need to download it from Hugging Face using Git Large File Storage (LFS).

1. Install Git LFS

Follow this link to install Git LFS.

2. Download a model

To download a model now, you will need to git clone it. Only "Xenova" ONNX embedding models are supported. You can find all of those models here.

To download the model "Xenova/bge-m3" for example, run the command:

git clone https://huggingface.co/Xenova/bge-m3

3. Attach to Reor

Go to Settings -> Embedding Models -> Attach Local Model and select the folder where the model is located.

Allow Reor to download the model for you

You can also let Reor download the model for you: specify the Hugging Face "Repo" in settings, go to Embedding Models -> Attach Remote Model and enter the model name. For example, Xenova/bge-m3