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# AzureOpenAI

Let’s load the OpenAI Embedding class with environment variables set to indicate to use Azure endpoints.

    # set the environment variables needed for openai package to know to reach out to azure
    import os

    os.environ["OPENAI_API_TYPE"] = "azure"
    os.environ["OPENAI_API_BASE"] = "https://<your-endpoint.openai.azure.com/"
    os.environ["OPENAI_API_KEY"] = "your AzureOpenAI key"

    from langchain.embeddings import OpenAIEmbeddings

    embeddings = OpenAIEmbeddings(model="your-embeddings-deployment-name")

    text = "This is a test document."

    query_result = embeddings.embed_query(text)

    doc_result = embeddings.embed_documents([text])