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docs/snippets/python/utils/keyword_extraction_example.md

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+```python title="Python"
+import asyncio
+from kreuzberg import extract_file, ExtractionConfig, KeywordConfig, KeywordAlgorithm
+
+async def main() -> None:
+    config: ExtractionConfig = ExtractionConfig(
+        keywords=KeywordConfig(
+            algorithm=KeywordAlgorithm.YAKE,
+            max_keywords=10,
+            min_score=0.3
+        )
+    )
+    result = await extract_file("research_paper.pdf", config=config)
+
+    keywords: list = result.extracted_keywords or []
+    for kw in keywords:
+        score: float = kw.score or 0.0
+        text: str = kw.text or ""
+        print(f"{text}: {score:.3f}")
+
+asyncio.run(main())
+```