Provide embedding manager

[trducng]

[lone17]

I meant

    KH_EMBEDDINGS["local"] = {
        "spec": {
            "__type__": "kotaemon.embeddings.EndpointEmbeddings",
            "endpoint_url": "http://localhost:31415/v1/embeddings",
        },
        "default": False,
        "cost": 0,
    }
if len(KH_EMBEDDINGS) < 1:
    KH_EMBEDDINGS["local-mxbai-large-v1"] = {
        "spec": {
            "__type__": "kotaemon.embeddings.FastEmbedEmbeddings",
            "model_name": "mixedbread-ai/mxbai-embed-large-v1",
        },
        "default": True,
    }

we add all preconfigured models into the pool, then only set up a default one if no models were set up.

[trducng]

But this model is local, shouldn't it reside in the LOCAL_MODEL?

[lone17]

But this model is local, shouldn't it reside in the LOCAL_MODEL?

the LOCAL_MODEL is a path I used to set up the local endpoint model. not necessarily a flag for using local models. Since your model is small and doesn't need external setting up, I don't think we need a flag for that anyway.

[lone17]

LGTM