Supported Embedding Models
Ollama
You can use embedding models from Ollama to run Mem0 locally.
Usage
import os
from mem0 import Memory
os.environ["OPENAI_API_KEY"] = "your_api_key"
config = {
"embedder": {
"provider": "ollama",
"config": {
"model": "mxbai-embed-large"
}
}
}
m = Memory.from_config(config)
m.add("I'm visiting Paris", user_id="john")
Config
Here are the parameters available for configuring Ollama embedder:
| Parameter | Description | Default Value |
|---|---|---|
model | The name of the OpenAI model to use | nomic-embed-text |
embedding_dims | Dimensions of the embedding model | 512 |
ollama_base_url | Base URL for ollama connection | None |