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docs(supported_embedding.md): add vertex ai embeddings to docs

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Krrish Dholakia 2024-03-01 20:57:23 -08:00
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docs/my-website/docs/embedding/supported_embedding.md
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@ -235,6 +235,35 @@ print(response)
| mistral-embed | `embedding(model="mistral/mistral-embed", input)` | | mistral-embed | `embedding(model="mistral/mistral-embed", input)` |
## Vertex AI Embedding Models
### Usage - Embedding
```python
import litellm
from litellm import embedding
litellm.vertex_project = "hardy-device-38811" # Your Project ID
litellm.vertex_location = "us-central1" # proj location
os.environ['VOYAGE_API_KEY'] = ""
response = embedding(
model="vertex_ai/textembedding-gecko",
input=["good morning from litellm"],
)
print(response)
```
## Supported Models
All models listed [here](https://github.com/BerriAI/litellm/blob/57f37f743886a0249f630a6792d49dffc2c5d9b7/model_prices_and_context_window.json#L835) are supported
| Model Name | Function Call |
|--------------------------|------------------------------------------------------------------------------------------------------------------------------------------------------------------|
| textembedding-gecko | `embedding(model="vertex_ai/textembedding-gecko", input)` |
| textembedding-gecko-multilingual | `embedding(model="vertex_ai/textembedding-gecko-multilingual", input)` |
| textembedding-gecko-multilingual@001 | `embedding(model="vertex_ai/textembedding-gecko-multilingual@001", input)` |
| textembedding-gecko@001 | `embedding(model="vertex_ai/textembedding-gecko@001", input)` |
| textembedding-gecko@003 | `embedding(model="vertex_ai/textembedding-gecko@003", input)` |
## Voyage AI Embedding Models ## Voyage AI Embedding Models
### Usage - Embedding ### Usage - Embedding