diff --git a/model-context-protocol/sqlite/chatbot/README.md b/model-context-protocol/sqlite/chatbot/README.md
index c55df5f..386c822 100644
--- a/model-context-protocol/sqlite/chatbot/README.md
+++ b/model-context-protocol/sqlite/chatbot/README.md
@@ -25,7 +25,6 @@ or even create an new table:
 
 - Natural language querying of SQLite databases
 - Interactive chat mode for dynamic database interactions
-- Predefined question mode for automated database analysis
 - Seamless integration with OpenAI's language models
 - Built on Spring AI and Model Context Protocol
 
@@ -49,7 +48,7 @@ or even create an new table:
 2. Clone the repository:
    ```bash
    git clone https://github.com/spring-projects/spring-ai-examples.git
-   cd model-context-protocol/sqlite
+   cd model-context-protocol/sqlite/chatbot
    ```
 
 3. Set up your OpenAI API key:
diff --git a/model-context-protocol/sqlite/simple/README.md b/model-context-protocol/sqlite/simple/README.md
index 2d41993..88ca50f 100644
--- a/model-context-protocol/sqlite/simple/README.md
+++ b/model-context-protocol/sqlite/simple/README.md
@@ -7,7 +7,6 @@ It uses the [SQLite MCP-Server](https://github.com/modelcontextprotocol/servers/
 ## Features
 
 - Natural language querying of SQLite databases
-- Interactive chat mode for dynamic database interactions
 - Predefined question mode for automated database analysis
 - Seamless integration with OpenAI's language models
 - Built on Spring AI and Model Context Protocol
@@ -32,7 +31,7 @@ It uses the [SQLite MCP-Server](https://github.com/modelcontextprotocol/servers/
 2. Clone the repository:
    ```bash
    git clone https://github.com/spring-projects/spring-ai-examples.git
-   cd model-context-protocol/sqlite
+   cd model-context-protocol/sqlite/simple
    ```
 
 3. Set up your OpenAI API key:
@@ -70,12 +69,15 @@ The bean definitions are described below, starting with the `ChatClient`
 @Bean
 @Profile("!chat")
 public CommandLineRunner predefinedQuestions(ChatClient.Builder chatClientBuilder,
-                                           McpFunctionCallback[] functionCallbacks,
+                                           List<McpFunctionCallback> functionCallbacks,
                                            ConfigurableApplicationContext context) {
     return args -> {
-        var chatClient = chatClientBuilder.defaultFunctions(functionCallbacks)
+        var chatClient = chatClientBuilder.defaultFunctions(functionCallbacks.toArray(new McpFunctionCallback[0]))
                 .build();
-        runPredefinedQuestions(chatClient, context);
+         // Run Predefined Questions
+         System.out.println(chatClient.prompt(
+            "Can you connect to my SQLite database and tell me what products are available, and their prices?").call().content());
+         // ...
     };
 }
 ```
diff --git a/model-context-protocol/sqlite/simple/src/main/java/org/springframework/ai/mcp/samples/sqlite/Application.java b/model-context-protocol/sqlite/simple/src/main/java/org/springframework/ai/mcp/samples/sqlite/Application.java
index bcb273d..c7c26e9 100644
--- a/model-context-protocol/sqlite/simple/src/main/java/org/springframework/ai/mcp/samples/sqlite/Application.java
+++ b/model-context-protocol/sqlite/simple/src/main/java/org/springframework/ai/mcp/samples/sqlite/Application.java
@@ -3,13 +3,10 @@ package org.springframework.ai.mcp.samples.sqlite;
 import java.nio.file.Paths;
 import java.time.Duration;
 import java.util.List;
-import java.util.Scanner;
 
 import com.fasterxml.jackson.databind.ObjectMapper;
 
 import org.springframework.ai.chat.client.ChatClient;
-import org.springframework.ai.chat.client.advisor.MessageChatMemoryAdvisor;
-import org.springframework.ai.chat.memory.InMemoryChatMemory;
 import org.springframework.ai.mcp.client.McpClient;
 import org.springframework.ai.mcp.client.McpSyncClient;
 import org.springframework.ai.mcp.client.stdio.ServerParameters;
@@ -20,7 +17,6 @@ import org.springframework.boot.SpringApplication;
 import org.springframework.boot.autoconfigure.SpringBootApplication;
 import org.springframework.context.ConfigurableApplicationContext;
 import org.springframework.context.annotation.Bean;
-import org.springframework.context.annotation.Profile;
 
 @SpringBootApplication
 public class Application {
@@ -30,7 +26,6 @@ public class Application {
 	}
 
 	@Bean
-	@Profile("!chat")
 	public CommandLineRunner predefinedQuestions(ChatClient.Builder chatClientBuilder,
 			List<McpFunctionCallback> functionCallbacks, ConfigurableApplicationContext context) {