pip install voyageai. Voyage AI embeddings are used to generate embeddings for text data. The embeddings can be used for various tasks like semantic search, clustering, and classification.
You also need to set the VOYAGE_API_KEY environment variable to use the VoyageAI API.
Supported models are:
- voyage-context-3
- voyage-3.5
- voyage-3.5-lite
- voyage-3
- voyage-3-lite
- voyage-finance-2
- voyage-multilingual-2
- voyage-law-2
- voyage-code-2
create method) are:
| Parameter | Type | Default Value | Description |
|---|---|---|---|
name | str | None | The model ID of the model to use. Supported base models for Text Embeddings: voyage-3, voyage-3-lite, voyage-finance-2, voyage-multilingual-2, voyage-law-2, voyage-code-2 |
input_type | str | None | Type of the input text. Default to None. Other options: query, document. |
truncation | bool | True | Whether to truncate the input texts to fit within the context length. |