diff --git a/src/main/java/com/dotcms/ai/db/EmbeddingsDB.java b/src/main/java/com/dotcms/ai/db/EmbeddingsDB.java
index bce28dd..434c201 100644
--- a/src/main/java/com/dotcms/ai/db/EmbeddingsDB.java
+++ b/src/main/java/com/dotcms/ai/db/EmbeddingsDB.java
@@ -27,6 +27,8 @@
 import java.util.Map;
 import java.util.TreeMap;
 
+import static com.dotcms.ai.db.EmbeddingsDTO.ALL_INDICES;
+
 public class EmbeddingsDB {
 
 
@@ -285,7 +287,7 @@ List<Object> appendParams(StringBuilder sql, EmbeddingsDTO dto) {
             sql.append(" and host=? ");
             params.add(dto.host);
         }
-        if (UtilMethods.isSet(dto.indexName)) {
+        if (UtilMethods.isSet(dto.indexName) && !ALL_INDICES.equals(dto.indexName)) {
             sql.append(" and lower(index_name)=lower(?) ");
             params.add(dto.indexName);
         }
diff --git a/src/main/java/com/dotcms/ai/db/EmbeddingsDTO.java b/src/main/java/com/dotcms/ai/db/EmbeddingsDTO.java
index 4a25256..22cf133 100644
--- a/src/main/java/com/dotcms/ai/db/EmbeddingsDTO.java
+++ b/src/main/java/com/dotcms/ai/db/EmbeddingsDTO.java
@@ -46,6 +46,8 @@ public class EmbeddingsDTO implements Serializable {
     public final float temperature;
     private final String[] operators = {"<->", "<=>", "<#>"};
 
+    public static final String ALL_INDICES = "all";
+
     private EmbeddingsDTO(Builder builder) {
         this.embeddings = (builder.embeddings == null) ? new Float[0] : builder.embeddings.toArray(new Float[0]);
         this.identifier = builder.identifier;
diff --git a/src/main/java/com/dotcms/ai/listener/EmbeddingContentListener.java b/src/main/java/com/dotcms/ai/listener/EmbeddingContentListener.java
index ce287e5..2487a50 100644
--- a/src/main/java/com/dotcms/ai/listener/EmbeddingContentListener.java
+++ b/src/main/java/com/dotcms/ai/listener/EmbeddingContentListener.java
@@ -24,6 +24,8 @@
 import java.util.Set;
 import java.util.concurrent.TimeUnit;
 
+import static com.dotcms.ai.db.EmbeddingsDTO.ALL_INDICES;
+
 
 public class EmbeddingContentListener implements ContentletListener<Contentlet> {
 
@@ -137,6 +139,7 @@ void deleteFromIndexes(Contentlet contentlet) {
         EmbeddingsDTO dto = new EmbeddingsDTO.Builder()
                 .withIdentifier(contentlet.getIdentifier())
                 .withLanguage(contentlet.getLanguageId())
+                .withIndexName(ALL_INDICES)
                 .build();
         EmbeddingsAPI.impl().deleteEmbedding(dto);
 
diff --git a/src/main/java/com/dotcms/ai/service/OpenAIChatService.java b/src/main/java/com/dotcms/ai/service/OpenAIChatService.java
index 6e59319..f1c8cfe 100644
--- a/src/main/java/com/dotcms/ai/service/OpenAIChatService.java
+++ b/src/main/java/com/dotcms/ai/service/OpenAIChatService.java
@@ -18,7 +18,7 @@ public interface OpenAIChatService {
      * <ul>
      * <li>{@code "prompt"}: the actual prompt text
      * <li>{@code "model"}: the model used for the generation
-     * <li>{@code "temperature"}: Temperature ranges from 0 to 1. Low temperature (0 to 0.3): More focused, coherent, and conservative outputs. Medium temperature (0.3 to 0.7): Balanced creativity and coherence. High temperature (0.7 to 1): Highly creative and diverse, but potentially less coherent.
+     * <li>{@code "temperature"}: determines the randomness of the response. 0 = deterministic, 2 = most random
      * </ul>
      * @return a JSONObject including the generated text and metadata
      * <p>
diff --git a/src/main/java/com/dotcms/ai/viewtool/SearchTool.java b/src/main/java/com/dotcms/ai/viewtool/SearchTool.java
index 02b39e3..fee0ce8 100644
--- a/src/main/java/com/dotcms/ai/viewtool/SearchTool.java
+++ b/src/main/java/com/dotcms/ai/viewtool/SearchTool.java
@@ -23,7 +23,6 @@
 import java.util.Optional;
 
 public class SearchTool implements ViewTool {
-
     final private HttpServletRequest request;
     final private Host host;
     final private AppConfig app;
@@ -39,18 +38,15 @@ public class SearchTool implements ViewTool {
         this.app = ConfigService.INSTANCE.config(this.host);
     }
 
-
     @Override
     public void init(Object initData) {
         /* unneeded because of constructor */
     }
 
-
     public Object query(Map<String, Object> mapIn) {
         User user = PortalUtil.getUser(request);
         EmbeddingsDTO searcher = EmbeddingsDTO.from(mapIn).withUser(user).build();
 
-
         try {
             return EmbeddingsAPI.impl(host).searchForContent(searcher);
         } catch (Exception e) {
@@ -59,29 +55,22 @@ public Object query(Map<String, Object> mapIn) {
     }
 
     public Object query(String query) {
-
         return query(query, "default");
     }
 
     public Object query(String query, String indexName) {
         User user = PortalUtil.getUser(request);
-
         EmbeddingsDTO searcher = new EmbeddingsDTO.Builder().withQuery(query).withIndexName(indexName).withUser(user).withLimit(50).withThreshold(.25f).build();
 
-
         try {
             return EmbeddingsAPI.impl(host).searchForContent(searcher);
         } catch (Exception e) {
             return Map.of("error", e.getMessage(), "stackTrace", Arrays.asList(e.getStackTrace()));
         }
-
-
     }
 
     public Object related(ContentMap contentMap, String indexName) {
-
         return related(contentMap.getContentObject(), indexName);
-
     }
 
     public Object related(Contentlet contentlet, String indexName) {
@@ -89,7 +78,6 @@ public Object related(Contentlet contentlet, String indexName) {
             User user = PortalUtil.getUser(request);
             List<Field> fields = ContentToStringUtil.impl.get().guessWhatFieldsToIndex(contentlet);
 
-
             Optional<String> contentToRelate = ContentToStringUtil.impl.get().parseFields(contentlet, fields);
             if (contentToRelate.isEmpty()) {
                 return new JSONObject();
@@ -99,8 +87,6 @@ public Object related(Contentlet contentlet, String indexName) {
         } catch (Exception e) {
             return Map.of("error", e.getMessage(), "stackTrace", Arrays.asList(e.getStackTrace()));
         }
-
-
     }
 
 }