Supported Embedding Models
Hugging Face
Supported Embedding Models
Hugging Face
You can use embedding models from Huggingface to run Mem0 locally.
Usage
import os
from mem0 import Memory
os.environ["OPENAI_API_KEY"] = "your_api_key"
config = {
"embedder": {
"provider": "huggingface",
"config": {
"model": "multi-qa-MiniLM-L6-cos-v1"
}
}
}
m = Memory.from_config(config)
m.add("I'm visiting Paris", user_id="john")
Config
Here are the parameters available for configuring Huggingface embedder:
| Parameter | Description | Default Value |
|---|---|---|
model | The name of the model to use | multi-qa-MiniLM-L6-cos-v1 |
embedding_dims | Dimensions of the embedding model | selected_model_dimensions |
model_kwargs | Additional arguments for the model | None |