# create a vectorizer
api_key = "{Insert your cohere API Key}"

cohere_vectorizer = CohereTextVectorizer(
    model="embed-english-v3.0",
    api_config={"api_key": api_key},
)
```

Create a `CohereTextVectorizer` by specifying the embedding model and your api key.

The following [link](/docs/embed-2) contains details around the available embedding models from Cohere and their respective dimensions.

## Initializing the Redis Index:

```python PYTHON