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# InstructEmbeddings

Let’s load the HuggingFace instruct Embeddings class.

    from langchain.embeddings import HuggingFaceInstructEmbeddings

    embeddings = HuggingFaceInstructEmbeddings(
        query_instruction="Represent the query for retrieval: "
    )

    load INSTRUCTOR_Transformer
    max_seq_length  512

    text = "This is a test document."

    query_result = embeddings.embed_query(text)