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docs/snippets/python/utils/token_reduction_example.md

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+```python title="Python"
+import asyncio
+from kreuzberg import extract_file, ExtractionConfig, TokenReductionConfig
+
+async def main() -> None:
+    config: ExtractionConfig = ExtractionConfig(
+        token_reduction=TokenReductionConfig(
+            mode="moderate", preserve_important_words=True
+        )
+    )
+    result = await extract_file("verbose_document.pdf", config=config)
+    original: int = result.metadata.get("original_token_count", 0)
+    reduced: int = result.metadata.get("token_count", 0)
+    ratio: float = result.metadata.get("token_reduction_ratio", 0.0)
+    print(f"Reduced from {original} to {reduced} tokens")
+    print(f"Reduction: {ratio * 100:.1f}%")
+
+asyncio.run(main())
+```