Nomad changes

docs/snippets/rust/config/keyword_config.rs

@@ -0,0 +1,72 @@
+use kreuzberg::{extract_file, ExtractionConfig};
+use kreuzberg::keywords::{KeywordConfig, KeywordAlgorithm, YakeParams, RakeParams};
+
+// Example 1: Basic YAKE configuration
+// Uses YAKE algorithm with default parameters and English stopword filtering
+pub async fn basic_yake() -> kreuzberg::Result<()> {
+    let config = ExtractionConfig {
+        keywords: Some(KeywordConfig {
+            algorithm: KeywordAlgorithm::Yake,
+            max_keywords: 10,
+            min_score: 0.0,
+            ngram_range: (1, 3),
+            language: Some("en".to_string()),
+            yake_params: None,
+            rake_params: None,
+        }),
+        ..Default::default()
+    };
+
+    let result = extract_file("document.pdf", None::<&str>, &config).await?;
+    println!("Keywords: {:?}", result.keywords);
+    Ok(())
+}
+
+// Example 2: Advanced YAKE with custom parameters
+// Fine-tunes YAKE with custom window size for co-occurrence analysis
+#[cfg(feature = "keywords-yake")]
+pub async fn advanced_yake() -> kreuzberg::Result<()> {
+    let config = ExtractionConfig {
+        keywords: Some(KeywordConfig {
+            algorithm: KeywordAlgorithm::Yake,
+            max_keywords: 15,
+            min_score: 0.1,
+            ngram_range: (1, 2),
+            language: Some("en".to_string()),
+            yake_params: Some(YakeParams {
+                window_size: 1,
+            }),
+            rake_params: None,
+        }),
+        ..Default::default()
+    };
+
+    let result = extract_file("document.pdf", None::<&str>, &config).await?;
+    println!("Keywords: {:?}", result.keywords);
+    Ok(())
+}
+
+// Example 3: RAKE configuration
+// Uses RAKE algorithm for rapid keyword extraction with phrase constraints
+#[cfg(feature = "keywords-rake")]
+pub async fn rake_config() -> kreuzberg::Result<()> {
+    let config = ExtractionConfig {
+        keywords: Some(KeywordConfig {
+            algorithm: KeywordAlgorithm::Rake,
+            max_keywords: 10,
+            min_score: 5.0,
+            ngram_range: (1, 3),
+            language: Some("en".to_string()),
+            yake_params: None,
+            rake_params: Some(RakeParams {
+                min_word_length: 1,
+                max_words_per_phrase: 3,
+            }),
+        }),
+        ..Default::default()
+    };
+
+    let result = extract_file("document.pdf", None::<&str>, &config).await?;
+    println!("Keywords: {:?}", result.keywords);
+    Ok(())
+}