Nomad changes

docs/snippets/python/advanced/token_reduction_example.md

@@ -0,0 +1,25 @@
+```python title="Python"
+import asyncio
+from kreuzberg import (
+    ExtractionConfig,
+    TokenReductionConfig,
+    ReductionLevel,
+    extract_file,
+)
+
+
+async def main() -> None:
+    config: ExtractionConfig = ExtractionConfig(
+        token_reduction=TokenReductionConfig(
+            level=ReductionLevel.MODERATE,
+            preserve_markdown=True,
+        )
+    )
+
+    result = await extract_file("verbose_document.pdf", config=config)
+
+    print(f"Reduced content length: {len(result.content)} chars")
+
+
+asyncio.run(main())
+```