#4292 - ollama-based recommender

- Added another preset
- Allow accessing the surrounding sentence in the per-annotation processing mode

inception/inception-imls-ollama/pom.xml

@@ -107,6 +107,10 @@
       <artifactId>wicket-spring</artifactId>
     </dependency>
 
+    <dependency>
+      <groupId>com.fasterxml.jackson.core</groupId>
+      <artifactId>jackson-core</artifactId>
+    </dependency>
     <dependency>
       <groupId>com.fasterxml.jackson.core</groupId>
       <artifactId>jackson-annotations</artifactId>

inception/inception-imls-ollama/src/main/java/de/tudarmstadt/ukp/inception/recommendation/imls/ollama/OllamaRecommender.java

@@ -54,6 +54,8 @@ public class OllamaRecommender
     extends NonTrainableRecommenderEngineImplBase
 {
     private static final String VAR_TEXT = "text";
+    private static final String VAR_SENTENCE = "sentence";
+    private static final String VAR_DOCUMENT = "document";
 
     private final static Logger LOG = LoggerFactory.getLogger(MethodHandles.lookup().lookupClass());
 
@@ -300,7 +302,11 @@ private Range predictPerAnnotation(RecommenderContext aContext, CAS aCas, int aB
         var predictedType = getPredictedType(aCas);
 
         for (var candidate : selectOverlapping(aCas, predictedType, aBegin, aEnd)) {
-            var bindings = Map.of(VAR_TEXT, candidate.getCoveredText());
+            String sentence = aCas.select(Sentence.class).covering(candidate)
+                    .map(Sentence::getCoveredText).findFirst().orElse("");
+            var bindings = Map.of( //
+                    VAR_TEXT, candidate.getCoveredText(), //
+                    VAR_SENTENCE, sentence);
             var prompt = jinjava.render(traits.getPrompt(), bindings);
 
             try {

inception/inception-imls-ollama/src/main/resources/de/tudarmstadt/ukp/inception/recommendation/imls/ollama/presets.yaml

@@ -27,3 +27,13 @@
     ```
     {{ text }}
     ```
+
+- name: Disambiguate in sentence
+  processingMode: per-annotation
+  extractionMode: response-as-label
+  prompt: |-
+    Very briefly describe the meaning of `{{ text }}` in the following sentence.
+
+    ```
+    {{ sentence }}
+    ```