improve the MCP sqlite demos

This commit is contained in:
Christian Tzolov
2024-12-11 10:52:16 +01:00
parent e921b08a3f
commit 2e103b6245
23 changed files with 972 additions and 149 deletions

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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;
import org.springframework.ai.mcp.client.stdio.StdioServerTransport;
import org.springframework.ai.mcp.spring.McpFunctionCallback;
import org.springframework.boot.CommandLineRunner;
import org.springframework.boot.SpringApplication;
import org.springframework.boot.autoconfigure.SpringBootApplication;
import org.springframework.context.ConfigurableApplicationContext;
import org.springframework.context.annotation.Bean;
@SpringBootApplication
public class Application {
public static void main(String[] args) {
SpringApplication.run(Application.class, args);
}
@Bean
public CommandLineRunner interactiveChat(ChatClient.Builder chatClientBuilder,
List<McpFunctionCallback> functionCallbacks,
ConfigurableApplicationContext context) {
return args -> {
var chatClient = chatClientBuilder
.defaultFunctions(functionCallbacks.toArray(new McpFunctionCallback[0]))
.defaultAdvisors(new MessageChatMemoryAdvisor(new InMemoryChatMemory()))
.build();
var scanner = new Scanner(System.in);
System.out.println("\nStarting interactive chat session. Type 'exit' to quit.");
try {
while (true) {
System.out.print("\nUSER: ");
String input = scanner.nextLine();
if (input.equalsIgnoreCase("exit")) {
System.out.println("Ending chat session.");
break;
}
System.out.print("ASSISTANT: ");
System.out.println(chatClient.prompt(input).call().content());
}
} finally {
scanner.close();
context.close();
}
};
}
@Bean
public List<McpFunctionCallback> functionCallbacks(McpSyncClient mcpClient) {
var callbacks = mcpClient.listTools(null)
.tools()
.stream()
.map(tool -> new McpFunctionCallback(mcpClient, tool))
.toList();
return callbacks;
}
@Bean(destroyMethod = "close")
public McpSyncClient mcpClient() {
var stdioParams = ServerParameters.builder("uvx")
.args("mcp-server-sqlite", "--db-path",
getDbPath())
.build();
var mcpClient = McpClient.sync(new StdioServerTransport(stdioParams),
Duration.ofSeconds(10), new ObjectMapper());
var init = mcpClient.initialize();
System.out.println("MCP Initialized: " + init);
return mcpClient;
}
private static String getDbPath() {
return Paths.get(System.getProperty("user.dir"), "test.db").toString();
}
}

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spring.application.name=mcp
spring.main.web-application-type=none
spring.ai.openai.api-key=${OPENAI_API_KEY}