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Copy file name to clipboardExpand all lines: _posts/2025-05-15-optimized-inference-processors.md
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### Sparse encoding processor
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The [`sparse_encoding` processor](https://docs.opensearch.org/docs/latest/ingest-pipelines/processors/sparse-encoding/) generates sparse vectors from text fields, used in neural sparse retrieval.
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The [`sparse_encoding` processor](https://docs.opensearch.org/docs/latest/ingest-pipelines/processors/sparse-encoding/) generates sparse vectors from text fields used in neural sparse retrieval.
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***Optimization behavior**: If the text fields in `field_map` are unchanged, the processor skips inference and reuses the existing sparse encoding.
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