openai-cookbook/examples/Get_embeddings.ipynb

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   "source": [
    "## Get embeddings\n",
    "\n",
    "The function `get_embedding` will give us an embedding for an input text."
   ]
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   "source": [
    "import openai\n",
    "\n",
    "embedding = openai.Embedding.create(\n",
    "    input=\"Your text goes here\", model=\"text-embedding-ada-002\"\n",
    ")[\"data\"][0][\"embedding\"]\n",
    "len(embedding)\n"
   ]
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      "1536\n"
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   "source": [
    "import openai\n",
    "from tenacity import retry, wait_random_exponential, stop_after_attempt\n",
    "\n",
    "\n",
    "@retry(wait=wait_random_exponential(min=1, max=20), stop=stop_after_attempt(6))\n",
    "def get_embedding(text: str, model=\"text-embedding-ada-002\") -> list[float]:\n",
    "    return openai.Embedding.create(input=[text], model=model)[\"data\"][0][\"embedding\"]\n",
    "\n",
    "\n",
    "embedding = get_embedding(\"Your text goes here\", model=\"text-embedding-ada-002\")\n",
    "print(len(embedding))\n"
   ]
  }
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