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(docs) embedding cohere

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ishaan-jaff 2023-11-02 10:56:24 -07:00
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docs/my-website/docs/embedding/supported_embedding.md
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@ -89,12 +89,15 @@ import os
os.environ['COHERE_API_KEY'] = "" os.environ['COHERE_API_KEY'] = ""
response = embedding('embed-english-v2.0', input=["good morning from litellm"]) response = embedding('embed-english-v2.0', input=["good morning from litellm"])
``` ```
| Model Name | Function Call |
| Model Name | Function Call | Required OS Variables | |--------------------------|--------------------------------------------------------------|
|-----------------------|--------------------------------------------------------------|-------------------------------------------------| | embed-english-v3.0 | `embedding(model="embed-english-v3.0", input=["good morning from litellm", "this is another item"])` |
| embed-english-v2.0 | `embedding('embed-english-v2.0', input=input)` | `os.environ['COHERE_API_KEY']` | | embed-english-light-v3.0 | `embedding(model="embed-english-light-v3.0", input=["good morning from litellm", "this is another item"])` |
| embed-english-light-v2.0 | `embedding('embed-english-light-v2.0', input=input)` | `os.environ['COHERE_API_KEY']` | | embed-multilingual-v3.0 | `embedding(model="embed-multilingual-v3.0", input=["good morning from litellm", "this is another item"])` |
| embed-multilingual-v2.0 | `embedding('embed-multilingual-v2.0', input=input)` | `os.environ['COHERE_API_KEY']` | | embed-multilingual-light-v3.0 | `embedding(model="embed-multilingual-light-v3.0", input=["good morning from litellm", "this is another item"])` |
| embed-english-v2.0 | `embedding(model="embed-english-v2.0", input=["good morning from litellm", "this is another item"])` |
| embed-english-light-v2.0 | `embedding(model="embed-english-light-v2.0", input=["good morning from litellm", "this is another item"])` |
| embed-multilingual-v2.0 | `embedding(model="embed-multilingual-v2.0", input=["good morning from litellm", "this is another item"])` |
## HuggingFace Embedding Models ## HuggingFace Embedding Models
LiteLLM supports all Feature-Extraction Embedding models: https://huggingface.co/models?pipeline_tag=feature-extraction LiteLLM supports all Feature-Extraction Embedding models: https://huggingface.co/models?pipeline_tag=feature-extraction