embed_model = HuggingFaceEmbedding(
    model_name="BAAI/bge-small-en-v1.5"
)

semantic_splitter = SemanticSplitterNodeParser(
    buffer_size=1,
    breakpoint_percentile_threshold=95,
    embed_model=embed_model,
)

semantic_chunks = semantic_splitter.get_nodes_from_documents(
    documents
)

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