// Copyright (c) Microsoft. All rights reserved.

// This sample shows how to use the Mem0Provider to persist and recall memories for an agent.
// The sample stores conversation messages in a Mem0 service and retrieves relevant memories
// for subsequent invocations, even across new sessions.

using System.Net.Http.Headers;
using System.Text.Json;
using Azure.AI.Projects;
using Azure.Identity;
using Microsoft.Agents.AI;
using Microsoft.Agents.AI.Mem0;

var endpoint = Environment.GetEnvironmentVariable("FOUNDRY_PROJECT_ENDPOINT") ?? throw new InvalidOperationException("FOUNDRY_PROJECT_ENDPOINT is not set.");
var deploymentName = Environment.GetEnvironmentVariable("FOUNDRY_MODEL") ?? "gpt-5.4-mini";

var mem0ServiceUri = Environment.GetEnvironmentVariable("MEM0_ENDPOINT") ?? throw new InvalidOperationException("MEM0_ENDPOINT is not set.");
var mem0ApiKey = Environment.GetEnvironmentVariable("MEM0_API_KEY") ?? throw new InvalidOperationException("MEM0_API_KEY is not set.");

// Create an HttpClient for Mem0 with the required base address and authentication.
using HttpClient mem0HttpClient = new();
mem0HttpClient.BaseAddress = new Uri(mem0ServiceUri);
mem0HttpClient.DefaultRequestHeaders.Authorization = new AuthenticationHeaderValue("Token", mem0ApiKey);

AIProjectClient aiProjectClient = new(new Uri(endpoint), new DefaultAzureCredential());

// WARNING: DefaultAzureCredential is convenient for development but requires careful consideration in production.
// In production, consider using a specific credential (e.g., ManagedIdentityCredential) to avoid
// latency issues, unintended credential probing, and potential security risks from fallback mechanisms.
AIAgent agent = aiProjectClient
    .AsAIAgent(new ChatClientAgentOptions()
    {
        ChatOptions = new() { ModelId = deploymentName, Instructions = "You are a friendly travel assistant. Use known memories about the user when responding, and do not invent details." },
        // The stateInitializer can be used to customize the Mem0 scope per session and it will be called each time a session
        // is encountered by the Mem0Provider that does not already have Mem0Provider state stored on the session.
        // If each session should have its own Mem0 scope, you can create a new id per session via the stateInitializer, e.g.:
        // new Mem0Provider(mem0HttpClient, stateInitializer: _ => new(new Mem0ProviderScope() { ThreadId = Guid.NewGuid().ToString() }))
        // In our case we are storing memories scoped by application and user instead so that memories are retained across threads.
        AIContextProviders = [new Mem0Provider(mem0HttpClient, stateInitializer: _ => new(new Mem0ProviderScope() { ApplicationId = "getting-started-agents", UserId = "sample-user" }))]
    });

AgentSession session = await agent.CreateSessionAsync();

// Clear any existing memories for this scope to demonstrate fresh behavior.
// Note that the ClearStoredMemoriesAsync method will clear memories
// using the scope stored in the session, or provided via the stateInitializer.
Mem0Provider mem0Provider = agent.GetService<Mem0Provider>()!;
await mem0Provider.ClearStoredMemoriesAsync(session);

Console.WriteLine(await agent.RunAsync("Hi there! My name is Taylor and I'm planning a hiking trip to Patagonia in November.", session));
Console.WriteLine(await agent.RunAsync("I'm travelling with my sister and we love finding scenic viewpoints.", session));

Console.WriteLine("\nWaiting briefly for Mem0 to index the new memories...\n");
await Task.Delay(TimeSpan.FromSeconds(2));

Console.WriteLine(await agent.RunAsync("What do you already know about my upcoming trip?", session));

Console.WriteLine("\n>> Serialize and deserialize the session to demonstrate persisted state\n");
JsonElement serializedSession = await agent.SerializeSessionAsync(session);
AgentSession restoredSession = await agent.DeserializeSessionAsync(serializedSession);
Console.WriteLine(await agent.RunAsync("Can you recap the personal details you remember?", restoredSession));

Console.WriteLine("\n>> Start a new session that shares the same Mem0 scope\n");
AgentSession newSession = await agent.CreateSessionAsync();
Console.WriteLine(await agent.RunAsync("Summarize what you already know about me.", newSession));
