Allow custom embeddings ?

[zimdin12]

I am not sure if it is a good idea.. just AI amateur-enthusiast here. but i would like to try different embeddings. selecting ollama as embedding defaults to llama2.. but could we mb use env var for that mb allow modifying dimension also?

option 1: separate variable for name EMBEDDING_MODEL=ollama EMBEDDING_MODEL_NAME=nomic-embed-text

option 2: spliting value (not ideal i guess) EMBEDDING_MODEL=ollama/nomic-embed-text

Alt: mb allow fully custom HuggingFaceEmbeddings ?

in load_embedding_model (chains.py@L36-39): if embedding_model_name == "ollama": embeddings = OllamaEmbeddings( base_url=config["ollama_base_url"], model="llama2" )