def prepare_context(document_blob: str) -> str:
    # Generate a semantic summary of the document for the top-of-prompt index
    summary = generate_summary(document_blob)

    return f"""
    <meta_summary>
    {summary}
    </meta_summary>

    <source_data>
    {document_blob}
    </source_data>
    """