Nomad changes

docs/snippets/java/advanced/token_reduction_example.md

@@ -0,0 +1,33 @@
+```java title="Java"
+import dev.kreuzberg.Kreuzberg;
+import dev.kreuzberg.ExtractionResult;
+import dev.kreuzberg.ExtractionConfig;
+import dev.kreuzberg.TokenReductionConfig;
+import java.util.Map;
+
+ExtractionConfig config = ExtractionConfig.builder()
+    .tokenReduction(TokenReductionConfig.builder()
+        .mode("moderate")
+        .preserveMarkdown(true)
+        .build())
+    .build();
+
+ExtractionResult result = Kreuzberg.extractFile("verbose_document.pdf", config);
+
+Map<String, Object> metadata = result.getMetadata() != null ? result.getMetadata() : Map.of();
+
+int original = metadata.containsKey("original_token_count")
+    ? ((Number) metadata.get("original_token_count")).intValue()
+    : 0;
+
+int reduced = metadata.containsKey("token_count")
+    ? ((Number) metadata.get("token_count")).intValue()
+    : 0;
+
+double ratio = metadata.containsKey("token_reduction_ratio")
+    ? ((Number) metadata.get("token_reduction_ratio")).doubleValue()
+    : 0.0;
+
+System.out.println("Reduced from " + original + " to " + reduced + " tokens");
+System.out.println(String.format("Reduction: %.1f%%", ratio * 100));
+```