LlamaIndex Embeddings Integration: Huggingface API
Integration with Hugging Face's Inference API for embeddings.
For more information on Hugging Face's Inference API, visit Hugging Face's Inference API documentation.
Installation
pip install llama-index-embeddings-huggingface-api
Usage
from llama_index.embeddings.huggingface_api import (
HuggingFaceInferenceAPIEmbedding,
)
my_embed = HuggingFaceInferenceAPIEmbedding(
model_name="BAAI/bge-small-en-v1.5",
token="<your-token>", # Optional
)
embeddings = my_embed.get_text_embedding("Why sky is blue")
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