Embeddings

FAQ

1. How to use a custom/local embedding model?
2. How to use a local hugging face embedding model?
3. How to use embedding model to generate embeddings for text?
4. How to use Huggingface Text-Embedding Inference with LlamaIndex?

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1. How to use a custom/local embedding model?

To create your customized embedding class you can follow Custom Embeddings guide.

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2. How to use a local hugging face embedding model?

To use a local HuggingFace embedding model you can follow Local Embeddings with HuggingFace guide.

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3. How to use embedding model to generate embeddings for text?

You can generate embeddings for texts with the following piece of code.

text_embedding = embed_model.get_text_embedding("YOUR_TEXT")

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4. How to use Huggingface Text-Embedding Inference with LlamaIndex?

To use HuggingFace Text-Embedding Inference you can follow Text-Embedding-Inference tutorial.