Nomad changes

docs/snippets/python/config/advanced_config.md

@@ -0,0 +1,60 @@
+```python title="Python"
+import asyncio
+from kreuzberg import (
+    extract_file,
+    ExtractionConfig,
+    OcrConfig,
+    ChunkingConfig,
+    EmbeddingConfig,
+    EmbeddingModelType,
+    LanguageDetectionConfig,
+    TokenReductionOptions,
+    PostProcessorConfig,
+    KeywordConfig,
+)
+
+async def main() -> None:
+    config: ExtractionConfig = ExtractionConfig(
+        use_cache=True,
+        enable_quality_processing=True,
+        ocr=OcrConfig(
+            backend="tesseract",
+            language="eng",
+        ),
+        chunking=ChunkingConfig(
+            max_characters=1000,
+            overlap=200,
+            embedding=EmbeddingConfig(
+                model=EmbeddingModelType.preset("balanced"),
+                batch_size=32,
+                normalize=True,
+            ),
+        ),
+        language_detection=LanguageDetectionConfig(
+            enabled=True,
+            min_confidence=0.8,
+            detect_multiple=False,
+        ),
+        keywords=KeywordConfig(
+            algorithm="yake",
+            max_keywords=10,
+            min_score=0.1,
+            ngram_range=[1, 3],
+            language="en",
+        ),
+        token_reduction=TokenReductionOptions(
+            mode="moderate",
+            preserve_important_words=True,
+        ),
+        postprocessor=PostProcessorConfig(enabled=True),
+    )
+
+    result = await extract_file("document.pdf", config=config)
+    print(f"Content: {result.content[:100]}")
+    if result.detected_languages:
+        print(f"Languages: {result.detected_languages}")
+    if result.chunks:
+        print(f"Chunks: {len(result.chunks)}")
+
+asyncio.run(main())
+```