# Advanced keyword extraction configuration alias Kreuzberg.ExtractionConfig config = %ExtractionConfig{ keyword_extraction: %{ "enabled" => true, "max_keywords" => 20, "min_score" => 0.6, "algorithm" => "tfidf" } } {:ok, result} = Kreuzberg.extract_file("research_paper.pdf", nil, config) if result.keywords do # Group by score ranges high_score = Enum.filter(result.keywords, fn kw -> kw["score"] >= 0.8 end) medium_score = Enum.filter(result.keywords, fn kw -> kw["score"] >= 0.6 and kw["score"] < 0.8 end) IO.puts("High confidence keywords (#{length(high_score)}):") Enum.each(high_score, fn kw -> IO.puts(" - #{kw["word"]} (#{kw["score"]})") end) end