mem0 Memory System

examples
#!/usr/bin/env python3
"""
✨ mem0 MCP Server Example Integration ✨
Made with ❤️ by Pink Pixel

This script demonstrates how to integrate the mem0 MCP server with an application.
"""
import os
import sys
import requests
import json

# Add parent directory to path to import modules
sys.path.insert(0, os.path.abspath(os.path.join(os.path.dirname(__file__), '..')))

"""
Example integration of mem0 MCP server with an application
"""
import argparse
from client import Mem0Client

def main():
    """Example application using mem0 MCP server"""
    parser = argparse.ArgumentParser(description="mem0 MCP Client Example")
    parser.add_argument(
        "--server-url", 
        type=str, 
        default="http://localhost:8000",
        help="URL of the mem0 MCP server"
    )
    parser.add_argument(
        "--provider", 
        type=str, 
        default="openai",
        choices=["openai", "anthropic", "google", "deepseek", "openrouter", "ollama"],
        help="LLM provider to use"
    )
    parser.add_argument(
        "--user-id", 
        type=str, 
        default="example_user",
        help="User ID for memory operations"
    )
    
    args = parser.parse_args()
    
    print(f"✨ mem0 MCP Client Example ✨")
    print(f"Made with ❤️ by Pink Pixel")
    print(f"\nConnecting to server: {args.server_url}")
    print(f"Using provider: {args.provider}")
    
    # Initialize the client
    client = Mem0Client(base_url=args.server_url)
    
    # Check if the server is running
    if not client.health_check():
        print("Error: Could not connect to the mem0 MCP server")
        print("Make sure the server is running with: python server.py")
        return
    
    # Configure the memory provider
    print("\nConfiguring memory provider...")
    client.configure(
        provider=args.provider,
        data_dir=f"./memory_data_{args.provider}",
        embedding_provider="openai" if args.provider != "ollama" else "ollama"
    )
    
    # Interactive mode
    print("\n--- Memory Operations ---")
    print("1. Add a memory")
    print("2. Search memories")
    print("3. Chat with memories")
    print("4. Exit")
    
    while True:
        choice = input("\nEnter your choice (1-4): ")
        
        if choice == "1":
            content = input("Enter memory content: ")
            memory_id = client.add_memory(content, user_id=args.user_id)
            print(f"Memory added with ID: {memory_id}")
        
        elif choice == "2":
            query = input("Enter search query: ")
            results = client.search_memories(query, user_id=args.user_id)
            
            print("\nSearch results:")
            if not results["results"]:
                print("No results found")
            else:
                for i, result in enumerate(results["results"], 1):
                    print(f"{i}. {result['memory']} (Score: {result['score']:.2f})")
        
        elif choice == "3":
            message = input("Enter your message: ")
            print("Thinking...")
            response = client.chat(message, user_id=args.user_id)
            print(f"\nAI: {response}")
        
        elif choice == "4":
            print("Goodbye!")
            break
        
        else:
            print("Invalid choice, please try again")

if __name__ == "__main__":
    main()