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Use OpenAI embedding models with Hypertic.

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Installation

Install the OpenAI package: 
pip install hypertic[embedders] or pip install openai

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Setup

Set your OpenAI API key as an environment variable: 
export OPENAI_API_KEY=sk-...

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Usage

Create an OpenAI embedder: 
import os
from hypertic.embedders import OpenAIEmbedder

embedder = OpenAIEmbedder(
    api_key=os.getenv("OPENAI_API_KEY"),
    model="text-embedding-3-small"
)

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Configuration Options

  • model - The embedding model to use (e.g., “text-embedding-3-small”, “text-embedding-3-large”)
  • api_key - Your OpenAI API key
For the full list of available models and parameters, see the OpenAI Embeddings documentation.