diff --git a/chatmodel-springai/src/main/java/com/example/ai/controller/ChatController.java b/chatmodel-springai/src/main/java/com/example/ai/controller/ChatController.java
index 32bbbe2..369675a 100644
--- a/chatmodel-springai/src/main/java/com/example/ai/controller/ChatController.java
+++ b/chatmodel-springai/src/main/java/com/example/ai/controller/ChatController.java
@@ -43,11 +43,11 @@ AIChatResponse sentimentAnalyzer(@RequestBody AIChatRequest aiChatRequest) {
         return chatService.analyzeSentiment(aiChatRequest.query());
     }
 
-    //    @PostMapping("/emebedding-client-conversion")
-    //    AIChatResponse chatWithEmbeddingClient(@RequestBody AIChatRequest aiChatRequest) {
-    //        return chatService.getEmbeddings(aiChatRequest.query());
-    //    }
-    //
+    @PostMapping("/emebedding-client-conversion")
+    AIChatResponse chatWithEmbeddingClient(@RequestBody AIChatRequest aiChatRequest) {
+        return chatService.getEmbeddings(aiChatRequest.query());
+    }
+
     @GetMapping("/output")
     public ActorsFilms generate(@RequestParam(value = "actor", defaultValue = "Jr NTR") String actor) {
         return chatService.generateAsBean(actor);
diff --git a/chatmodel-springai/src/main/java/com/example/ai/service/ChatService.java b/chatmodel-springai/src/main/java/com/example/ai/service/ChatService.java
index ca95e7f..9d7b46a 100644
--- a/chatmodel-springai/src/main/java/com/example/ai/service/ChatService.java
+++ b/chatmodel-springai/src/main/java/com/example/ai/service/ChatService.java
@@ -2,6 +2,7 @@
 
 import com.example.ai.model.response.AIChatResponse;
 import com.example.ai.model.response.ActorsFilms;
+import java.util.Arrays;
 import java.util.HashMap;
 import java.util.List;
 import java.util.Map;
@@ -75,11 +76,11 @@ public AIChatResponse analyzeSentiment(String query) {
         return new AIChatResponse(answer);
     }
 
-    //    public AIChatResponse getEmbeddings(String query) {
-    //        List<Double> embed = embeddingClient.embed(query);
-    //        return new AIChatResponse(embed.toString());
-    //    }
-    //
+    public AIChatResponse getEmbeddings(String query) {
+        float[] embedded = embeddingModel.embed(query);
+        return new AIChatResponse(Arrays.toString(embedded));
+    }
+
     public ActorsFilms generateAsBean(String actor) {
         BeanOutputConverter<ActorsFilms> outputParser = new BeanOutputConverter<>(ActorsFilms.class);
 
diff --git a/embeddingstores/neo4j-springai/docker/docker-compose.yml b/embeddingstores/neo4j-springai/docker/docker-compose.yml
index 4385615..3590660 100644
--- a/embeddingstores/neo4j-springai/docker/docker-compose.yml
+++ b/embeddingstores/neo4j-springai/docker/docker-compose.yml
@@ -3,8 +3,8 @@ services:
     container_name: neo4j
     image: neo4j:latest
     ports:
-      - 7474:7474
-      - 7687:7687
+      - "7474:7474"
+      - "7687:7687"
     environment:
       - NEO4J_AUTH=neo4j/password
       - NEO4J_apoc_export_file_enabled=true
diff --git a/embeddingstores/neo4j-springai/pom.xml b/embeddingstores/neo4j-springai/pom.xml
index 7be9e36..98e4a92 100644
--- a/embeddingstores/neo4j-springai/pom.xml
+++ b/embeddingstores/neo4j-springai/pom.xml
@@ -98,7 +98,7 @@
                 <configuration>
                     <java>
                         <palantirJavaFormat>
-                            <version>2.47.0</version>
+                            <version>2.50.0</version>
                         </palantirJavaFormat>
                         <importOrder />
                         <removeUnusedImports />
diff --git a/embeddingstores/neo4j-springai/src/main/java/com/learning/ai/service/Neo4jVectorStoreService.java b/embeddingstores/neo4j-springai/src/main/java/com/learning/ai/service/Neo4jVectorStoreService.java
index 542ead0..189c460 100644
--- a/embeddingstores/neo4j-springai/src/main/java/com/learning/ai/service/Neo4jVectorStoreService.java
+++ b/embeddingstores/neo4j-springai/src/main/java/com/learning/ai/service/Neo4jVectorStoreService.java
@@ -32,7 +32,8 @@ public void storeEmbeddings() {
     public AIChatResponse queryEmbeddingStore(String question) {
         try {
             // Retrieve embeddings
-            SearchRequest query = SearchRequest.query(question).withTopK(1);
+            SearchRequest query =
+                    SearchRequest.builder().query(question).topK(1).build();
             List<Document> similarDocuments = vectorStore.similaritySearch(query);
 
             if (similarDocuments.isEmpty()) {
diff --git a/embeddingstores/pgvector-springai/src/main/java/com/learning/ai/service/PgVectorStoreService.java b/embeddingstores/pgvector-springai/src/main/java/com/learning/ai/service/PgVectorStoreService.java
index 444b403..4b971b0 100644
--- a/embeddingstores/pgvector-springai/src/main/java/com/learning/ai/service/PgVectorStoreService.java
+++ b/embeddingstores/pgvector-springai/src/main/java/com/learning/ai/service/PgVectorStoreService.java
@@ -33,13 +33,13 @@ public void storeEmbeddings() {
 
     public AIChatResponse queryEmbeddingStore(String question, Integer userId) {
         // Retrieve embeddings
-        SearchRequest query = SearchRequest.query(question).withTopK(1);
+        var queryBuilder = SearchRequest.builder().query(question).topK(1);
         if (userId != null) {
-            query.withFilterExpression("userId == " + userId);
+            queryBuilder.filterExpression("userId == " + userId);
         }
-        List<Document> similarDocuments = vectorStore.similaritySearch(query);
+        List<Document> similarDocuments = vectorStore.similaritySearch(queryBuilder.build());
         String relevantData =
-                similarDocuments.stream().map(Document::getContent).collect(Collectors.joining(System.lineSeparator()));
+                similarDocuments.stream().map(Document::getText).collect(Collectors.joining(System.lineSeparator()));
 
         LOGGER.info("response from vectorStore : {} ", relevantData);
         return new AIChatResponse(relevantData);