commit 83a48e16da3ce75bbf113f976e01d2eb0a5f224b
Author: dmolinari <dmolinari@eldia.com>
Date:   Tue Nov 18 14:34:26 2025 -0300

    Proyecto ChatBot Con Gemini

diff --git a/.gitignore b/.gitignore
new file mode 100644
index 0000000..28c1135
--- /dev/null
+++ b/.gitignore
@@ -0,0 +1,85 @@
+# ----------------------------------------------------------------------------
+# ## General / Sistema Operativo y Editores ##
+# ----------------------------------------------------------------------------
+
+# Archivos de caché del sistema operativo
+.DS_Store
+Thumbs.db
+
+# Archivos de configuración y caché de IDEs y editores
+.idea/
+.vscode/
+*.suo
+*.user
+*.userosscache
+*.sln.docstates
+
+# Archivos de log
+*.log
+npm-debug.log*
+yarn-debug.log*
+yarn-error.log*
+
+# Archivos de variables de entorno locales (¡MUY IMPORTANTE!)
+# Contienen secretos como API Keys y contraseñas. NUNCA deben subirse.
+.env
+.env.local
+.env.development.local
+.env.test.local
+.env.production.local
+
+# ----------------------------------------------------------------------------
+# ## Backend: .NET / C# (Carpeta ChatbotApi/) ##
+# ----------------------------------------------------------------------------
+
+# Carpetas de compilación y binarios. Se generan al compilar.
+[Bb]in/
+[Oo]bj/
+
+# Configuración de desarrollo que puede contener secretos.
+# Es mejor usar "User Secrets" en desarrollo para las claves.
+appsettings.Development.json
+
+# Archivos de publicación de Visual Studio
+[Pp]roperties/[Pp]ublish[Pp]rofiles/
+*.pubxml
+*.publish.xml
+
+# Directorio de paquetes de NuGet (formato antiguo)
+[Pp]ackages/
+
+# Archivos de caché de Visual Studio
+.vs/
+
+# Herramientas de .NET
+.dotnet/
+tools/
+
+# Archivos generados por Entity Framework
+# Nota: La carpeta 'Migrations' SÍ se suele incluir en el repositorio,
+# pero si tienes algún archivo temporal o generado dentro, puedes añadirlo aquí.
+
+# ----------------------------------------------------------------------------
+# ## Frontend: React / Vite / Node.js ##
+# ----------------------------------------------------------------------------
+
+# Dependencias (se instalan con 'npm install' o 'yarn')
+node_modules/
+
+# Carpetas de build (se generan con 'npm run build')
+dist/
+build/
+.next/
+out/
+
+# Archivos de caché de herramientas de frontend
+.npm/
+.vite/
+.cache/
+.eslintcache
+
+# Reportes de cobertura de tests
+coverage/
+
+# Archivos de configuración de proxy de Create React App
+.proxyrc.js
\ No newline at end of file
diff --git a/ChatBot.sln b/ChatBot.sln
new file mode 100644
index 0000000..e285499
--- /dev/null
+++ b/ChatBot.sln
@@ -0,0 +1,24 @@
+Microsoft Visual Studio Solution File, Format Version 12.00
+# Visual Studio Version 17
+VisualStudioVersion = 17.5.2.0
+MinimumVisualStudioVersion = 10.0.40219.1
+Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "ChatbotApi", "ChatbotApi\ChatbotApi.csproj", "{8AC7EB60-FCD7-C582-D2A8-BC8E14A32B4F}"
+EndProject
+Global
+	GlobalSection(SolutionConfigurationPlatforms) = preSolution
+		Debug|Any CPU = Debug|Any CPU
+		Release|Any CPU = Release|Any CPU
+	EndGlobalSection
+	GlobalSection(ProjectConfigurationPlatforms) = postSolution
+		{8AC7EB60-FCD7-C582-D2A8-BC8E14A32B4F}.Debug|Any CPU.ActiveCfg = Debug|Any CPU
+		{8AC7EB60-FCD7-C582-D2A8-BC8E14A32B4F}.Debug|Any CPU.Build.0 = Debug|Any CPU
+		{8AC7EB60-FCD7-C582-D2A8-BC8E14A32B4F}.Release|Any CPU.ActiveCfg = Release|Any CPU
+		{8AC7EB60-FCD7-C582-D2A8-BC8E14A32B4F}.Release|Any CPU.Build.0 = Release|Any CPU
+	EndGlobalSection
+	GlobalSection(SolutionProperties) = preSolution
+		HideSolutionNode = FALSE
+	EndGlobalSection
+	GlobalSection(ExtensibilityGlobals) = postSolution
+		SolutionGuid = {1143CF62-1A9D-4807-9B98-D09479769AF9}
+	EndGlobalSection
+EndGlobal
diff --git a/ChatbotApi/ChatbotApi.csproj b/ChatbotApi/ChatbotApi.csproj
new file mode 100644
index 0000000..1e4eb23
--- /dev/null
+++ b/ChatbotApi/ChatbotApi.csproj
@@ -0,0 +1,30 @@
+<Project Sdk="Microsoft.NET.Sdk.Web">
+
+  <PropertyGroup>
+    <TargetFramework>net10.0</TargetFramework> 
+    <Nullable>enable</Nullable>
+    <ImplicitUsings>enable</ImplicitUsings>
+  </PropertyGroup>
+
+  <ItemGroup>
+    <PackageReference Include="DotNetEnv" Version="3.1.1" />
+    <PackageReference Include="HtmlAgilityPack" Version="1.12.4" />
+    <PackageReference Include="LLamaSharp" Version="0.25.0" />
+    <PackageReference Include="LLamaSharp.Backend.Cpu" Version="0.25.0" />
+    <PackageReference Include="Microsoft.AspNetCore.Authentication.JwtBearer" Version="10.0.0" />
+    <PackageReference Include="Microsoft.AspNetCore.Identity.EntityFrameworkCore" Version="10.0.0" />
+    <PackageReference Include="Microsoft.EntityFrameworkCore" Version="10.0.0" />
+    <PackageReference Include="Microsoft.EntityFrameworkCore.Design" Version="10.0.0">
+      <IncludeAssets>runtime; build; native; contentfiles; analyzers; buildtransitive</IncludeAssets>
+      <PrivateAssets>all</PrivateAssets>
+    </PackageReference>
+    <PackageReference Include="Microsoft.EntityFrameworkCore.SqlServer" Version="10.0.0" />
+    <PackageReference Include="NetEscapades.AspNetCore.SecurityHeaders" Version="1.2.0" />
+    <PackageReference Include="Swashbuckle.AspNetCore" Version="6.6.2" />
+  </ItemGroup>
+
+  <ItemGroup>
+    <Using Include="Microsoft.EntityFrameworkCore" />
+  </ItemGroup>
+
+</Project>
\ No newline at end of file
diff --git a/ChatbotApi/ChatbotApi.http b/ChatbotApi/ChatbotApi.http
new file mode 100644
index 0000000..2194d84
--- /dev/null
+++ b/ChatbotApi/ChatbotApi.http
@@ -0,0 +1,6 @@
+@ChatbotApi_HostAddress = http://localhost:5126
+
+GET {{ChatbotApi_HostAddress}}/weatherforecast/
+Accept: application/json
+
+###
diff --git a/ChatbotApi/Constrollers/AdminController.cs b/ChatbotApi/Constrollers/AdminController.cs
new file mode 100644
index 0000000..002e410
--- /dev/null
+++ b/ChatbotApi/Constrollers/AdminController.cs
@@ -0,0 +1,90 @@
+// Controllers/AdminController.cs
+using ChatbotApi.Data.Models;
+using Microsoft.AspNetCore.Mvc;
+using Microsoft.AspNetCore.Authorization;
+
+namespace ChatbotApi.Controllers
+{
+    [ApiController]
+    [Route("api/[controller]")]
+    [Authorize]
+    public class AdminController : ControllerBase
+    {
+        private readonly AppContexto _context;
+
+        public AdminController(AppContexto context)
+        {
+            _context = context;
+        }
+
+        // GET: api/admin/contexto
+        [HttpGet("contexto")]
+        public async Task<IActionResult> GetAllContextoItems()
+        {
+            var items = await _context.ContextoItems.OrderBy(i => i.Clave).ToListAsync();
+            return Ok(items);
+        }
+
+        // POST: api/admin/contexto
+        [HttpPost("contexto")]
+        public async Task<IActionResult> CreateContextoItem([FromBody] ContextoItem item)
+        {
+            if (await _context.ContextoItems.AnyAsync(i => i.Clave == item.Clave))
+            {
+                return BadRequest("La clave ya existe.");
+            }
+            item.FechaActualizacion = DateTime.UtcNow;
+            _context.ContextoItems.Add(item);
+            await _context.SaveChangesAsync();
+            return CreatedAtAction(nameof(GetAllContextoItems), new { id = item.Id }, item);
+        }
+
+        // PUT: api/admin/contexto/5
+        [HttpPut("contexto/{id}")]
+        public async Task<IActionResult> UpdateContextoItem(int id, [FromBody] ContextoItem item)
+        {
+            if (id != item.Id)
+            {
+                return BadRequest();
+            }
+            var existingItem = await _context.ContextoItems.FindAsync(id);
+            if (existingItem == null)
+            {
+                return NotFound();
+            }
+
+            existingItem.Valor = item.Valor;
+            existingItem.Descripcion = item.Descripcion;
+            existingItem.FechaActualizacion = DateTime.UtcNow;
+
+            await _context.SaveChangesAsync();
+            return NoContent();
+        }
+
+        // DELETE: api/admin/contexto/5
+        [HttpDelete("contexto/{id}")]
+        public async Task<IActionResult> DeleteContextoItem(int id)
+        {
+            var item = await _context.ContextoItems.FindAsync(id);
+            if (item == null)
+            {
+                return NotFound();
+            }
+            _context.ContextoItems.Remove(item);
+            await _context.SaveChangesAsync();
+            return NoContent();
+        }
+
+        // GET: api/admin/logs
+        [HttpGet("logs")]
+        public async Task<IActionResult> GetConversationLogs()
+        {
+            // Obtenemos los últimos 200 logs, ordenados del más reciente al más antiguo.
+            var logs = await _context.ConversacionLogs
+                                     .OrderByDescending(log => log.Fecha)
+                                     .Take(200)
+                                     .ToListAsync();
+            return Ok(logs);
+        }
+    }
+}
\ No newline at end of file
diff --git a/ChatbotApi/Constrollers/AuthController.cs b/ChatbotApi/Constrollers/AuthController.cs
new file mode 100644
index 0000000..fb7d927
--- /dev/null
+++ b/ChatbotApi/Constrollers/AuthController.cs
@@ -0,0 +1,96 @@
+// /Controllers/AuthController.cs
+using Microsoft.AspNetCore.Identity;
+using Microsoft.AspNetCore.Mvc;
+using Microsoft.IdentityModel.Tokens;
+using System.ComponentModel.DataAnnotations;
+using System.IdentityModel.Tokens.Jwt;
+using System.Security.Claims;
+using System.Text;
+
+public class LoginRequest
+{
+  [Required]
+  [MaxLength(100)]
+  public required string Username { get; set; }
+
+  [Required]
+  [MaxLength(100)]
+  public required string Password { get; set; }
+}
+public class LoginResponse { public required string Token { get; set; } }
+
+[ApiController]
+[Route("api/[controller]")]
+public class AuthController : ControllerBase
+{
+  private readonly IConfiguration _configuration;
+  private readonly UserManager<IdentityUser> _userManager;
+
+  // Inyectamos el UserManager que gestiona los usuarios
+  public AuthController(IConfiguration configuration, UserManager<IdentityUser> userManager)
+  {
+    _configuration = configuration;
+    _userManager = userManager;
+  }
+
+  [HttpPost("login")]
+  public async Task<IActionResult> Login([FromBody] LoginRequest loginRequest)
+  {
+    // Buscamos al usuario por su nombre
+    var user = await _userManager.FindByNameAsync(loginRequest.Username);
+
+    // Verificamos si el usuario existe y si la contraseña es correcta
+    if (user != null && await _userManager.CheckPasswordAsync(user, loginRequest.Password))
+    {
+      var token = GenerateJwtToken(user);
+      return Ok(new LoginResponse { Token = token });
+    }
+
+    return Unauthorized("Credenciales inválidas.");
+  }
+
+  // Método para crear el primer usuario administrador (solo para configuración inicial)
+  [HttpPost("setup-admin")]
+  public async Task<IActionResult> SetupAdminUser()
+  {
+    var adminUser = await _userManager.FindByNameAsync("admin");
+    if (adminUser == null)
+    {
+      adminUser = new IdentityUser
+      {
+        UserName = "admin",
+        Email = "tecnica@eldia.com",
+      };
+      var result = await _userManager.CreateAsync(adminUser, "Diagonal423");
+
+      if (result.Succeeded)
+      {
+        return Ok("Usuario administrador creado exitosamente.");
+      }
+      return BadRequest(result.Errors);
+    }
+    return Ok("El usuario administrador ya existe.");
+  }
+
+  private string GenerateJwtToken(IdentityUser user)
+  {
+    var jwtKey = _configuration["Jwt:Key"] ?? throw new InvalidOperationException("La clave JWT no está configurada.");
+    var securityKey = new SymmetricSecurityKey(Encoding.UTF8.GetBytes(jwtKey));
+    var credentials = new SigningCredentials(securityKey, SecurityAlgorithms.HmacSha256);
+
+    var claims = new[]
+    {
+            new Claim(JwtRegisteredClaimNames.Sub, user.UserName!),
+            new Claim(JwtRegisteredClaimNames.Jti, Guid.NewGuid().ToString())
+    };
+
+    var token = new JwtSecurityToken(
+        issuer: _configuration["Jwt:Issuer"],
+        audience: _configuration["Jwt:Audience"],
+        claims: claims,
+        expires: DateTime.UtcNow.AddHours(8),
+        signingCredentials: credentials);
+
+    return new JwtSecurityTokenHandler().WriteToken(token);
+  }
+}
\ No newline at end of file
diff --git a/ChatbotApi/Constrollers/ChatController.cs b/ChatbotApi/Constrollers/ChatController.cs
new file mode 100644
index 0000000..6ecf791
--- /dev/null
+++ b/ChatbotApi/Constrollers/ChatController.cs
@@ -0,0 +1,436 @@
+// ChatbotApi/Controllers/ChatController.cs
+using Microsoft.AspNetCore.Mvc;
+using ChatbotApi.Models;
+using ChatbotApi.Data.Models;
+using System.Net;
+using System.Text;
+using System.Text.Json.Serialization;
+using HtmlAgilityPack;
+using Microsoft.AspNetCore.RateLimiting;
+using Microsoft.Extensions.Caching.Memory;
+using System.Runtime.CompilerServices;
+using System.Text.Json;
+
+// Clases de Request/Response
+public class GeminiRequest { [JsonPropertyName("contents")] public Content[] Contents { get; set; } = default!; }
+public class Content { [JsonPropertyName("parts")] public Part[] Parts { get; set; } = default!; }
+public class Part { [JsonPropertyName("text")] public string Text { get; set; } = default!; }
+public class GeminiResponse { [JsonPropertyName("candidates")] public Candidate[] Candidates { get; set; } = default!; }
+public class Candidate { [JsonPropertyName("content")] public Content Content { get; set; } = default!; }
+public class GeminiStreamingResponse { [JsonPropertyName("candidates")] public StreamingCandidate[] Candidates { get; set; } = default!; }
+public class StreamingCandidate { [JsonPropertyName("content")] public Content Content { get; set; } = default!; }
+
+namespace ChatbotApi.Controllers
+{
+    [ApiController]
+    [Route("api/[controller]")]
+    public class ChatController : ControllerBase
+    {
+        private readonly string _apiUrl;
+        private readonly IMemoryCache _cache;
+        private readonly IServiceProvider _serviceProvider; // Para crear un scope de DB
+        private readonly ILogger<ChatController> _logger;
+        private static readonly HttpClient _httpClient = new HttpClient();
+        private static readonly string _knowledgeCacheKey = "KnowledgeBase"; // Clave única para nuestra caché
+
+        private static readonly string _siteUrl = "https://www.eldia.com/";
+        private static readonly string[] PrefijosAQuitar = { "VIDEO.- ", "VIDEO. ", "FOTOS.- ", "FOTOS. " };
+
+        public ChatController(IConfiguration configuration, IMemoryCache memoryCache, IServiceProvider serviceProvider, ILogger<ChatController> logger)
+        {
+            _logger = logger;
+            _cache = memoryCache;
+            _serviceProvider = serviceProvider;
+            var apiKey = configuration["Gemini:GeminiApiKey"]
+                ?? throw new InvalidOperationException("La API Key de Gemini no está configurada en .env");
+
+            var baseUrl = configuration["Gemini:GeminiApiUrl"];
+            _apiUrl = $"{baseUrl}{apiKey}";
+        }
+
+        [HttpPost("stream-message")]
+        [EnableRateLimiting("fixed")]
+        public async IAsyncEnumerable<string> StreamMessage(
+            [FromBody] ChatRequest request,
+            [EnumeratorCancellation] CancellationToken cancellationToken)
+        {
+            // --- FASE 1: Validación y Preparación ---
+            if (string.IsNullOrWhiteSpace(request?.Message))
+            {
+                yield return "Error: No he recibido ningún mensaje.";
+                yield break;
+            }
+
+            string userMessage = request.Message;
+            string lowerUserMessage = userMessage.ToLowerInvariant();
+            string context;
+            string? errorMessage = null; // Variable para almacenar el mensaje de error
+
+            try
+            {
+                var knowledgeBase = await GetKnowledgeAsync();
+                string? dbContext = GetContextFromDb(lowerUserMessage, knowledgeBase);
+                context = dbContext ?? await GetWebsiteNewsAsync(_siteUrl, 15);
+            }
+            catch (Exception ex)
+            {
+                _logger.LogError(ex, "Error al obtener el contexto para el streaming.");
+                errorMessage = "Error: No se pudo obtener la información de contexto.";
+                context = string.Empty; // Aseguramos que el contexto no sea nulo
+            }
+
+            // Si hubo un error en la fase anterior, lo devolvemos
+            if (!string.IsNullOrEmpty(errorMessage))
+            {
+                yield return errorMessage;
+                yield break;
+            }
+
+            if (string.IsNullOrWhiteSpace(context))
+            {
+                yield return "Error: No pude obtener información para responder a tu pregunta.";
+                yield break;
+            }
+
+            // --- FASE 2: Configuración de la Conexión ---
+            Stream? responseStream = null;
+            try
+            {
+                var promptBuilder = new StringBuilder();
+                promptBuilder.AppendLine("INSTRUCCIONES:");
+                promptBuilder.AppendLine("Eres DiaBot, el asistente virtual del periódico El Día. Tu personalidad es profesional, servicial y concisa.");
+                promptBuilder.AppendLine(GetContextFromDb(lowerUserMessage, await GetKnowledgeAsync()) != null ? "Tu tarea es responder la 'PREGUNTA DEL USUARIO' basándote ESTRICTA Y ÚNICAMENTE en el 'CONTEXTO' que contiene información específica (contacto, suscripciones, etc.). No hables de noticias." : "Tu tarea es responder la 'PREGUNTA DEL USUARIO' basándote ESTRICTA Y ÚNICAMENTE en el 'CONTEXTO DEL SITIO WEB' que contiene una lista de noticias. Si el usuario pide la URL de una noticia, DEBES proporcionarla en formato Markdown: '[texto del enlace](URL)'.");
+                promptBuilder.AppendLine("NUNCA INVENTES información. Si la respuesta no está en el contexto, indica amablemente que no encontraste la información.");
+                promptBuilder.AppendLine("\nCONTEXTO:\n---");
+                promptBuilder.AppendLine(context);
+                promptBuilder.AppendLine("---\n\nPREGUNTA DEL USUARIO:\n---");
+                promptBuilder.AppendLine(userMessage);
+                promptBuilder.AppendLine("---\n\nRESPUESTA:");
+                string finalPrompt = promptBuilder.ToString();
+
+                var streamingApiUrl = _apiUrl;
+                var requestData = new GeminiRequest { Contents = new[] { new Content { Parts = new[] { new Part { Text = finalPrompt } } } } };
+                var httpRequestMessage = new HttpRequestMessage(HttpMethod.Post, streamingApiUrl);
+                httpRequestMessage.Content = JsonContent.Create(requestData);
+
+                var response = await _httpClient.SendAsync(httpRequestMessage, HttpCompletionOption.ResponseHeadersRead, cancellationToken);
+
+                if (!response.IsSuccessStatusCode)
+                {
+                    var errorContent = await response.Content.ReadAsStringAsync();
+                    _logger.LogWarning("La API de Gemini (Streaming) devolvió un error. Status: {StatusCode}, Content: {ErrorContent}", response.StatusCode, errorContent);
+                    throw new HttpRequestException("La API de Gemini devolvió un error.");
+                }
+
+                responseStream = await response.Content.ReadAsStreamAsync(cancellationToken);
+            }
+            catch (TaskCanceledException)
+            {
+                _logger.LogInformation("La operación fue cancelada por el cliente durante la configuración del stream.");
+                yield break;
+            }
+            catch (Exception ex)
+            {
+                _logger.LogError(ex, "Error inesperado durante la configuración del stream.");
+                errorMessage = "Error: Lo siento, estoy teniendo un problema técnico.";
+            }
+
+            // Devolvemos el error de la fase de conexión si ocurrió
+            if (!string.IsNullOrEmpty(errorMessage))
+            {
+                yield return errorMessage;
+                yield break;
+            }
+
+            // --- FASE 3: Lectura y Devolución del Stream ---
+            var fullBotReply = new StringBuilder();
+            if (responseStream != null)
+            {
+                await using (responseStream)
+                using (var reader = new StreamReader(responseStream))
+                {
+                    string? line;
+                    while ((line = await reader.ReadLineAsync(cancellationToken)) != null)
+                    {
+                        if (string.IsNullOrWhiteSpace(line) || !line.StartsWith("data: ")) continue;
+
+                        var jsonString = line.Substring(6);
+                        string? chunk = null; // 1. Declaramos la variable 'chunk' fuera del try.
+
+                        try
+                        {
+                            // 2. El bloque try solo se encarga de la deserialización.
+                            var geminiResponse = JsonSerializer.Deserialize<GeminiStreamingResponse>(jsonString);
+                            chunk = geminiResponse?.Candidates?.FirstOrDefault()?.Content?.Parts?.FirstOrDefault()?.Text;
+                        }
+                        catch (JsonException ex)
+                        {
+                            // 3. Si falla, lo registramos y pasamos al siguiente fragmento.
+                            _logger.LogWarning(ex, "No se pudo deserializar un chunk del stream: {JsonChunk}", jsonString);
+                            continue;
+                        }
+
+                        // 4. El yield return ahora está fuera del bloque try-catch.
+                        if (chunk != null)
+                        {
+                            fullBotReply.Append(chunk);
+                            yield return chunk;
+                        }
+                    }
+                }
+            }
+
+            // --- FASE 4: Guardado final ---
+            if (fullBotReply.Length > 0)
+            {
+                await SaveConversationLogAsync(userMessage, fullBotReply.ToString());
+            }
+        }
+
+        private async Task SaveConversationLogAsync(string userMessage, string botReply)
+        {
+            try
+            {
+                using (var scope = _serviceProvider.CreateScope())
+                {
+                    var dbContext = scope.ServiceProvider.GetRequiredService<AppContexto>();
+                    var logEntry = new ConversacionLog
+                    {
+                        UsuarioMensaje = userMessage,
+                        BotRespuesta = botReply,
+                        Fecha = DateTime.UtcNow
+                    };
+                    dbContext.ConversacionLogs.Add(logEntry);
+                    await dbContext.SaveChangesAsync();
+                }
+            }
+            catch (Exception logEx)
+            {
+                _logger.LogError(logEx, "Error al guardar el log de la conversación después del streaming.");
+            }
+        }
+
+        [HttpPost("message")]
+        [EnableRateLimiting("fixed")]
+        public async Task<IActionResult> PostMessage([FromBody] ChatRequest request)
+        {
+            if (string.IsNullOrWhiteSpace(request?.Message))
+            {
+                return BadRequest(new ChatResponse { Reply = "No he recibido ningún mensaje." });
+            }
+
+            try
+            {
+                string userMessage = request.Message;
+                string lowerUserMessage = userMessage.ToLowerInvariant();
+                string context;
+                string promptInstructions;
+
+                // 1. Obtenemos el conocimiento desde nuestro nuevo método de caché
+                var knowledgeBase = await GetKnowledgeAsync();
+                string? dbContext = GetContextFromDb(lowerUserMessage, knowledgeBase);
+
+                if (dbContext != null)
+                {
+                    context = dbContext;
+                    promptInstructions = "Tu tarea es responder la 'PREGUNTA DEL USUARIO' basándote ESTRICTA Y ÚNICAMENTE en el 'CONTEXTO' que contiene información específica (contacto, suscripciones, etc.). No hables de noticias.";
+                }
+                // 2. Si no encontramos nada en la base de conocimiento, buscamos en las noticias.
+                else
+                {
+                    context = await GetWebsiteNewsAsync(_siteUrl, 15);
+                    promptInstructions = "Tu tarea es responder la 'PREGUNTA DEL USUARIO' basándote ESTRICTA Y ÚNICAMENTE en el 'CONTEXTO DEL SITIO WEB' que contiene una lista de noticias. Si el usuario pide la URL de una noticia, DEBES proporcionarla en formato Markdown: '[texto del enlace](URL)'.";
+                }
+
+                if (string.IsNullOrWhiteSpace(context))
+                {
+                    return StatusCode(500, new ChatResponse { Reply = "No pude obtener información para responder a tu pregunta." });
+                }
+
+                var promptBuilder = new StringBuilder();
+                promptBuilder.AppendLine("INSTRUCCIONES:");
+                promptBuilder.AppendLine("Eres DiaBot, el asistente virtual del periódico El Día. Tu personalidad es profesional, servicial y concisa. Debes hablar en español 'Rioplatense'.");
+                promptBuilder.AppendLine(promptInstructions); // Instrucciones dinámicas
+                promptBuilder.AppendLine("NUNCA INVENTES información. Si la respuesta no está en el contexto, indica amablemente que no encontraste la información.");
+                promptBuilder.AppendLine("\nCONTEXTO:\n---");
+                promptBuilder.AppendLine(context);
+                promptBuilder.AppendLine("---\n\nPREGUNTA DEL USUARIO:\n---");
+                promptBuilder.AppendLine(userMessage);
+                promptBuilder.AppendLine("---\n\nRESPUESTA:");
+                string finalPrompt = promptBuilder.ToString();
+
+                var requestData = new GeminiRequest { Contents = new[] { new Content { Parts = new[] { new Part { Text = finalPrompt } } } } };
+                var response = await _httpClient.PostAsJsonAsync(_apiUrl, requestData);
+
+                if (!response.IsSuccessStatusCode)
+                {
+                    var errorContent = await response.Content.ReadAsStringAsync();
+                    _logger.LogWarning("La API de Gemini devolvió un error. Status: {StatusCode}, Content: {ErrorContent}", response.StatusCode, errorContent);
+                    return StatusCode(500, new ChatResponse { Reply = "Hubo un error al comunicarse con el asistente de IA." });
+                }
+
+                var geminiResponse = await response.Content.ReadFromJsonAsync<GeminiResponse>();
+                string botReply = geminiResponse?.Candidates?.FirstOrDefault()?.Content?.Parts?.FirstOrDefault()?.Text?.Trim() ?? "Lo siento, no pude procesar una respuesta.";
+
+                _logger.LogInformation($"[DEBUG] Respuesta de Gemini: '{botReply}'");
+
+                try
+                {
+                    // Usamos el IServiceProvider para crear un scope de DbContext temporal y seguro.
+                    using (var scope = _serviceProvider.CreateScope())
+                    {
+                        // Renombramos la variable para evitar conflictos de ámbito.
+                        var scopedDbContext = scope.ServiceProvider.GetRequiredService<AppContexto>();
+
+                        var logEntry = new ConversacionLog
+                        {
+                            UsuarioMensaje = userMessage,
+                            BotRespuesta = botReply,
+                            Fecha = DateTime.UtcNow
+                        };
+
+                        scopedDbContext.ConversacionLogs.Add(logEntry);
+                        await scopedDbContext.SaveChangesAsync();
+                    }
+                }
+                catch (Exception logEx)
+                {
+                    _logger.LogError(logEx, "Error al intentar guardar el log de la conversación en la base de datos.");
+                }
+                return Ok(new ChatResponse { Reply = botReply });
+            }
+            catch (Exception ex)
+            {
+                _logger.LogError(ex, "Error inesperado al procesar el mensaje del usuario.");
+                return StatusCode(500, new ChatResponse { Reply = "Lo siento, estoy teniendo un problema técnico." });
+            }
+        }
+
+        // Método para buscar contexto en la caché de la DB
+
+        private string? GetContextFromDb(string lowerUserMessage, Dictionary<string, string> knowledgeBase)
+        {
+            // 1. Definimos una lista de palabras comunes a ignorar para hacer la búsqueda más precisa.
+            var stopWords = new HashSet<string>
+    {
+        "el", "la", "los", "las", "un", "una", "unos", "unas", "de", "del", "a", "ante",
+        "con", "contra", "desde", "en", "entre", "hacia", "hasta", "para", "por", "segun",
+        "sin", "sobre", "tras", "y", "o", "que", "cual", "cuales", "como", "cuando", "donde",
+        "quien", "es", "soy", "estoy", "mi", "mis", "quiero", "necesito", "saber", "dime", "dame",
+        "informacion", "acerca", "mas"
+    };
+
+            // 2. Separamos el mensaje del usuario en palabras individuales, eliminando las stop words.
+            var userWords = lowerUserMessage
+                .Split(new[] { ' ', ',', '.', '?', '!', '¿', '¡' }, StringSplitOptions.RemoveEmptyEntries)
+                .Where(word => !stopWords.Contains(word))
+                .ToHashSet(); // Usamos un HashSet para búsquedas de palabras muy rápidas.
+
+            if (!userWords.Any())
+            {
+                return null; // Si solo había stop words, no buscamos nada.
+            }
+
+            // 3. Iteramos sobre la base de conocimiento para encontrar la mejor coincidencia.
+            foreach (var kvp in knowledgeBase)
+            {
+                // Separamos las claves compuestas ("contacto_telefono" -> ["contacto", "telefono"])
+                var keywords = kvp.Key.Split('_');
+
+                // 4. Comprobamos si ALGUNA de las palabras clave de la BD coincide con ALGUNA de las palabras del usuario.
+                if (keywords.Any(k => userWords.Contains(k)))
+                {
+                    _logger.LogInformation("Contexto encontrado por coincidencia de palabra clave. Clave de BD: '{DbKey}', Palabra de usuario encontrada: '{MatchedWord}'",
+                        kvp.Key,
+                        string.Join(", ", keywords.Where(k => userWords.Contains(k))));
+
+                    return kvp.Value; // Devolvemos el valor correspondiente a la primera clave que coincida.
+                }
+            }
+
+            return null; // No se encontró ninguna coincidencia.
+        }
+
+        private async Task<string> GetWebsiteNewsAsync(string url, int cantidad)
+        {
+            try
+            {
+                var web = new HtmlWeb();
+                var doc = await web.LoadFromWebAsync(url);
+                var nodosDeEnlace = doc.DocumentNode.SelectNodes("//article[contains(@class, 'item')]/a[@href]");
+
+                if (nodosDeEnlace == null || !nodosDeEnlace.Any()) return string.Empty;
+
+                var contextBuilder = new StringBuilder();
+                contextBuilder.AppendLine("Lista de noticias principales extraídas de la página:");
+                var urlsProcesadas = new HashSet<string>();
+                int count = 0;
+
+                foreach (var nodoEnlace in nodosDeEnlace)
+                {
+                    var urlRelativa = nodoEnlace.GetAttributeValue("href", string.Empty);
+                    if (string.IsNullOrEmpty(urlRelativa) || urlRelativa == "#" || urlsProcesadas.Contains(urlRelativa)) continue;
+
+                    var nodoTitulo = nodoEnlace.SelectSingleNode(".//h1 | .//h2");
+                    if (nodoTitulo != null)
+                    {
+                        var textoLimpio = CleanTitleText(nodoTitulo.InnerText);
+                        var urlCompleta = urlRelativa.StartsWith("/") ? new Uri(new Uri(url), urlRelativa).ToString() : urlRelativa;
+                        contextBuilder.AppendLine($"- Título: \"{textoLimpio}\", URL: {urlCompleta}");
+                        urlsProcesadas.Add(urlRelativa);
+                        count++;
+                    }
+                    if (count >= cantidad) break;
+                }
+                return contextBuilder.ToString();
+            }
+            catch (Exception ex)
+            {
+                _logger.LogError(ex, "No se pudo descargar o procesar la URL {Url}", url);
+                return string.Empty;
+            }
+        }
+
+        private string CleanTitleText(string texto)
+        {
+            if (string.IsNullOrWhiteSpace(texto)) return string.Empty;
+            var textoDecodificado = WebUtility.HtmlDecode(texto).Trim();
+            foreach (var prefijo in PrefijosAQuitar)
+            {
+                if (textoDecodificado.StartsWith(prefijo, StringComparison.OrdinalIgnoreCase))
+                {
+                    textoDecodificado = textoDecodificado.Substring(prefijo.Length).Trim();
+                    break;
+                }
+            }
+            return textoDecodificado;
+        }
+        private async Task<Dictionary<string, string>> GetKnowledgeAsync()
+        {
+            // Intenta obtener el diccionario de la caché.
+            // Si no existe, el segundo argumento (la función factory) se ejecutará.
+            return await _cache.GetOrCreateAsync(_knowledgeCacheKey, async entry =>
+            {
+                _logger.LogInformation("La caché de conocimiento no existe o ha expirado. Recargando desde la base de datos...");
+
+                // Establecemos un tiempo de expiración para la caché.
+                // Después de 5 minutos, la caché se considerará inválida y se recargará en la siguiente petición.
+                entry.AbsoluteExpirationRelativeToNow = TimeSpan.FromMinutes(5);
+
+                // Usamos IServiceProvider para crear un 'scope' de servicios temporal.
+                // Esto es necesario porque el DbContext tiene un tiempo de vida por petición (scoped),
+                // y esta función factory podría ejecutarse fuera de ese contexto.
+                using (var scope = _serviceProvider.CreateScope())
+                {
+                    var dbContext = scope.ServiceProvider.GetRequiredService<AppContexto>();
+                    var knowledge = await dbContext.ContextoItems
+                                                   .AsNoTracking() // Mejora el rendimiento para consultas de solo lectura
+                                                   .ToDictionaryAsync(item => item.Clave, item => item.Valor);
+
+                    _logger.LogInformation($"Caché actualizada con {knowledge.Count} items.");
+                    return knowledge;
+                }
+            }) ?? new Dictionary<string, string>(); // Si todo falla, devuelve un diccionario vacío.
+        }
+    }
+}
\ No newline at end of file
diff --git a/ChatbotApi/Data/AppContexto.cs b/ChatbotApi/Data/AppContexto.cs
new file mode 100644
index 0000000..84dc5f4
--- /dev/null
+++ b/ChatbotApi/Data/AppContexto.cs
@@ -0,0 +1,13 @@
+// ChatbotApi/Data/Models/AppContexto.cs
+using Microsoft.AspNetCore.Identity.EntityFrameworkCore;
+
+namespace ChatbotApi.Data.Models
+{
+    public class AppContexto : IdentityDbContext
+    {
+        public AppContexto(DbContextOptions<AppContexto> options) : base(options) { }
+
+        public DbSet<ContextoItem> ContextoItems { get; set; } = null!;
+        public DbSet<ConversacionLog> ConversacionLogs { get; set; } = null!;
+    }
+}
\ No newline at end of file
diff --git a/ChatbotApi/Data/Models/ContextoItem.cs b/ChatbotApi/Data/Models/ContextoItem.cs
new file mode 100644
index 0000000..5360305
--- /dev/null
+++ b/ChatbotApi/Data/Models/ContextoItem.cs
@@ -0,0 +1,25 @@
+// Data/Models/ContextoItem.cs
+using System;
+using System.ComponentModel.DataAnnotations;
+
+namespace ChatbotApi.Data.Models
+{
+    public class ContextoItem
+    {
+        [Key]
+        public int Id { get; set; }
+
+        [Required]
+        [MaxLength(100)]
+        public string Clave { get; set; } = null!;
+
+        [Required]
+        [MaxLength(2000)]
+        public string Valor { get; set; } = null!;
+
+        [MaxLength(500)]
+        public string? Descripcion { get; set; }
+
+        public DateTime FechaActualizacion { get; set; }
+    }
+}
\ No newline at end of file
diff --git a/ChatbotApi/Data/Models/ConversacionLog.cs b/ChatbotApi/Data/Models/ConversacionLog.cs
new file mode 100644
index 0000000..06e5666
--- /dev/null
+++ b/ChatbotApi/Data/Models/ConversacionLog.cs
@@ -0,0 +1,18 @@
+using System.ComponentModel.DataAnnotations;
+
+namespace ChatbotApi.Data.Models
+{
+  public class ConversacionLog
+  {
+    [Key]
+    public int Id { get; set; }
+
+    [Required]
+    public string UsuarioMensaje { get; set; } = null!;
+
+    [Required]
+    public string BotRespuesta { get; set; } = null!;
+
+    public DateTime Fecha { get; set; }
+  }
+}
\ No newline at end of file
diff --git a/ChatbotApi/Migrations/20251117132337_InitialCreate.Designer.cs b/ChatbotApi/Migrations/20251117132337_InitialCreate.Designer.cs
new file mode 100644
index 0000000..1d36155
--- /dev/null
+++ b/ChatbotApi/Migrations/20251117132337_InitialCreate.Designer.cs
@@ -0,0 +1,58 @@
+// <auto-generated />
+using System;
+using ChatbotApi.Data.Models;
+using Microsoft.EntityFrameworkCore;
+using Microsoft.EntityFrameworkCore.Infrastructure;
+using Microsoft.EntityFrameworkCore.Metadata;
+using Microsoft.EntityFrameworkCore.Migrations;
+using Microsoft.EntityFrameworkCore.Storage.ValueConversion;
+
+#nullable disable
+
+namespace ChatbotApi.Migrations
+{
+    [DbContext(typeof(AppContexto))]
+    [Migration("20251117132337_InitialCreate")]
+    partial class InitialCreate
+    {
+        /// <inheritdoc />
+        protected override void BuildTargetModel(ModelBuilder modelBuilder)
+        {
+#pragma warning disable 612, 618
+            modelBuilder
+                .HasAnnotation("ProductVersion", "10.0.0")
+                .HasAnnotation("Relational:MaxIdentifierLength", 128);
+
+            SqlServerModelBuilderExtensions.UseIdentityColumns(modelBuilder);
+
+            modelBuilder.Entity("ChatbotApi.Data.Models.ContextoItem", b =>
+                {
+                    b.Property<int>("Id")
+                        .ValueGeneratedOnAdd()
+                        .HasColumnType("int");
+
+                    SqlServerPropertyBuilderExtensions.UseIdentityColumn(b.Property<int>("Id"));
+
+                    b.Property<string>("Clave")
+                        .IsRequired()
+                        .HasMaxLength(100)
+                        .HasColumnType("nvarchar(100)");
+
+                    b.Property<string>("Descripcion")
+                        .HasColumnType("nvarchar(max)");
+
+                    b.Property<DateTime>("FechaActualizacion")
+                        .HasColumnType("datetime2");
+
+                    b.Property<string>("Valor")
+                        .IsRequired()
+                        .HasColumnType("nvarchar(max)");
+
+                    b.HasKey("Id");
+
+                    b.ToTable("ContextoItems");
+                });
+#pragma warning restore 612, 618
+        }
+    }
+}
diff --git a/ChatbotApi/Migrations/20251117132337_InitialCreate.cs b/ChatbotApi/Migrations/20251117132337_InitialCreate.cs
new file mode 100644
index 0000000..d94e786
--- /dev/null
+++ b/ChatbotApi/Migrations/20251117132337_InitialCreate.cs
@@ -0,0 +1,38 @@
+using System;
+using Microsoft.EntityFrameworkCore.Migrations;
+
+#nullable disable
+
+namespace ChatbotApi.Migrations
+{
+    /// <inheritdoc />
+    public partial class InitialCreate : Migration
+    {
+        /// <inheritdoc />
+        protected override void Up(MigrationBuilder migrationBuilder)
+        {
+            migrationBuilder.CreateTable(
+                name: "ContextoItems",
+                columns: table => new
+                {
+                    Id = table.Column<int>(type: "int", nullable: false)
+                        .Annotation("SqlServer:Identity", "1, 1"),
+                    Clave = table.Column<string>(type: "nvarchar(100)", maxLength: 100, nullable: false),
+                    Valor = table.Column<string>(type: "nvarchar(max)", nullable: false),
+                    Descripcion = table.Column<string>(type: "nvarchar(max)", nullable: true),
+                    FechaActualizacion = table.Column<DateTime>(type: "datetime2", nullable: false)
+                },
+                constraints: table =>
+                {
+                    table.PrimaryKey("PK_ContextoItems", x => x.Id);
+                });
+        }
+
+        /// <inheritdoc />
+        protected override void Down(MigrationBuilder migrationBuilder)
+        {
+            migrationBuilder.DropTable(
+                name: "ContextoItems");
+        }
+    }
+}
diff --git a/ChatbotApi/Migrations/20251117161250_AddValidationLimitsToContextoItem.Designer.cs b/ChatbotApi/Migrations/20251117161250_AddValidationLimitsToContextoItem.Designer.cs
new file mode 100644
index 0000000..3f3bbdf
--- /dev/null
+++ b/ChatbotApi/Migrations/20251117161250_AddValidationLimitsToContextoItem.Designer.cs
@@ -0,0 +1,60 @@
+// <auto-generated />
+using System;
+using ChatbotApi.Data.Models;
+using Microsoft.EntityFrameworkCore;
+using Microsoft.EntityFrameworkCore.Infrastructure;
+using Microsoft.EntityFrameworkCore.Metadata;
+using Microsoft.EntityFrameworkCore.Migrations;
+using Microsoft.EntityFrameworkCore.Storage.ValueConversion;
+
+#nullable disable
+
+namespace ChatbotApi.Migrations
+{
+    [DbContext(typeof(AppContexto))]
+    [Migration("20251117161250_AddValidationLimitsToContextoItem")]
+    partial class AddValidationLimitsToContextoItem
+    {
+        /// <inheritdoc />
+        protected override void BuildTargetModel(ModelBuilder modelBuilder)
+        {
+#pragma warning disable 612, 618
+            modelBuilder
+                .HasAnnotation("ProductVersion", "10.0.0")
+                .HasAnnotation("Relational:MaxIdentifierLength", 128);
+
+            SqlServerModelBuilderExtensions.UseIdentityColumns(modelBuilder);
+
+            modelBuilder.Entity("ChatbotApi.Data.Models.ContextoItem", b =>
+                {
+                    b.Property<int>("Id")
+                        .ValueGeneratedOnAdd()
+                        .HasColumnType("int");
+
+                    SqlServerPropertyBuilderExtensions.UseIdentityColumn(b.Property<int>("Id"));
+
+                    b.Property<string>("Clave")
+                        .IsRequired()
+                        .HasMaxLength(100)
+                        .HasColumnType("nvarchar(100)");
+
+                    b.Property<string>("Descripcion")
+                        .HasMaxLength(500)
+                        .HasColumnType("nvarchar(500)");
+
+                    b.Property<DateTime>("FechaActualizacion")
+                        .HasColumnType("datetime2");
+
+                    b.Property<string>("Valor")
+                        .IsRequired()
+                        .HasMaxLength(2000)
+                        .HasColumnType("nvarchar(2000)");
+
+                    b.HasKey("Id");
+
+                    b.ToTable("ContextoItems");
+                });
+#pragma warning restore 612, 618
+        }
+    }
+}
diff --git a/ChatbotApi/Migrations/20251117161250_AddValidationLimitsToContextoItem.cs b/ChatbotApi/Migrations/20251117161250_AddValidationLimitsToContextoItem.cs
new file mode 100644
index 0000000..b7fead5
--- /dev/null
+++ b/ChatbotApi/Migrations/20251117161250_AddValidationLimitsToContextoItem.cs
@@ -0,0 +1,56 @@
+using Microsoft.EntityFrameworkCore.Migrations;
+
+#nullable disable
+
+namespace ChatbotApi.Migrations
+{
+    /// <inheritdoc />
+    public partial class AddValidationLimitsToContextoItem : Migration
+    {
+        /// <inheritdoc />
+        protected override void Up(MigrationBuilder migrationBuilder)
+        {
+            migrationBuilder.AlterColumn<string>(
+                name: "Valor",
+                table: "ContextoItems",
+                type: "nvarchar(2000)",
+                maxLength: 2000,
+                nullable: false,
+                oldClrType: typeof(string),
+                oldType: "nvarchar(max)");
+
+            migrationBuilder.AlterColumn<string>(
+                name: "Descripcion",
+                table: "ContextoItems",
+                type: "nvarchar(500)",
+                maxLength: 500,
+                nullable: true,
+                oldClrType: typeof(string),
+                oldType: "nvarchar(max)",
+                oldNullable: true);
+        }
+
+        /// <inheritdoc />
+        protected override void Down(MigrationBuilder migrationBuilder)
+        {
+            migrationBuilder.AlterColumn<string>(
+                name: "Valor",
+                table: "ContextoItems",
+                type: "nvarchar(max)",
+                nullable: false,
+                oldClrType: typeof(string),
+                oldType: "nvarchar(2000)",
+                oldMaxLength: 2000);
+
+            migrationBuilder.AlterColumn<string>(
+                name: "Descripcion",
+                table: "ContextoItems",
+                type: "nvarchar(max)",
+                nullable: true,
+                oldClrType: typeof(string),
+                oldType: "nvarchar(500)",
+                oldMaxLength: 500,
+                oldNullable: true);
+        }
+    }
+}
diff --git a/ChatbotApi/Migrations/20251117173123_AddIdentityTables.Designer.cs b/ChatbotApi/Migrations/20251117173123_AddIdentityTables.Designer.cs
new file mode 100644
index 0000000..5313662
--- /dev/null
+++ b/ChatbotApi/Migrations/20251117173123_AddIdentityTables.Designer.cs
@@ -0,0 +1,309 @@
+// <auto-generated />
+using System;
+using ChatbotApi.Data.Models;
+using Microsoft.EntityFrameworkCore;
+using Microsoft.EntityFrameworkCore.Infrastructure;
+using Microsoft.EntityFrameworkCore.Metadata;
+using Microsoft.EntityFrameworkCore.Migrations;
+using Microsoft.EntityFrameworkCore.Storage.ValueConversion;
+
+#nullable disable
+
+namespace ChatbotApi.Migrations
+{
+    [DbContext(typeof(AppContexto))]
+    [Migration("20251117173123_AddIdentityTables")]
+    partial class AddIdentityTables
+    {
+        /// <inheritdoc />
+        protected override void BuildTargetModel(ModelBuilder modelBuilder)
+        {
+#pragma warning disable 612, 618
+            modelBuilder
+                .HasAnnotation("ProductVersion", "10.0.0")
+                .HasAnnotation("Relational:MaxIdentifierLength", 128);
+
+            SqlServerModelBuilderExtensions.UseIdentityColumns(modelBuilder);
+
+            modelBuilder.Entity("ChatbotApi.Data.Models.ContextoItem", b =>
+                {
+                    b.Property<int>("Id")
+                        .ValueGeneratedOnAdd()
+                        .HasColumnType("int");
+
+                    SqlServerPropertyBuilderExtensions.UseIdentityColumn(b.Property<int>("Id"));
+
+                    b.Property<string>("Clave")
+                        .IsRequired()
+                        .HasMaxLength(100)
+                        .HasColumnType("nvarchar(100)");
+
+                    b.Property<string>("Descripcion")
+                        .HasMaxLength(500)
+                        .HasColumnType("nvarchar(500)");
+
+                    b.Property<DateTime>("FechaActualizacion")
+                        .HasColumnType("datetime2");
+
+                    b.Property<string>("Valor")
+                        .IsRequired()
+                        .HasMaxLength(2000)
+                        .HasColumnType("nvarchar(2000)");
+
+                    b.HasKey("Id");
+
+                    b.ToTable("ContextoItems");
+                });
+
+            modelBuilder.Entity("Microsoft.AspNetCore.Identity.IdentityRole", b =>
+                {
+                    b.Property<string>("Id")
+                        .HasColumnType("nvarchar(450)");
+
+                    b.Property<string>("ConcurrencyStamp")
+                        .IsConcurrencyToken()
+                        .HasColumnType("nvarchar(max)");
+
+                    b.Property<string>("Name")
+                        .HasMaxLength(256)
+                        .HasColumnType("nvarchar(256)");
+
+                    b.Property<string>("NormalizedName")
+                        .HasMaxLength(256)
+                        .HasColumnType("nvarchar(256)");
+
+                    b.HasKey("Id");
+
+                    b.HasIndex("NormalizedName")
+                        .IsUnique()
+                        .HasDatabaseName("RoleNameIndex")
+                        .HasFilter("[NormalizedName] IS NOT NULL");
+
+                    b.ToTable("AspNetRoles", (string)null);
+                });
+
+            modelBuilder.Entity("Microsoft.AspNetCore.Identity.IdentityRoleClaim<string>", b =>
+                {
+                    b.Property<int>("Id")
+                        .ValueGeneratedOnAdd()
+                        .HasColumnType("int");
+
+                    SqlServerPropertyBuilderExtensions.UseIdentityColumn(b.Property<int>("Id"));
+
+                    b.Property<string>("ClaimType")
+                        .HasColumnType("nvarchar(max)");
+
+                    b.Property<string>("ClaimValue")
+                        .HasColumnType("nvarchar(max)");
+
+                    b.Property<string>("RoleId")
+                        .IsRequired()
+                        .HasColumnType("nvarchar(450)");
+
+                    b.HasKey("Id");
+
+                    b.HasIndex("RoleId");
+
+                    b.ToTable("AspNetRoleClaims", (string)null);
+                });
+
+            modelBuilder.Entity("Microsoft.AspNetCore.Identity.IdentityUser", b =>
+                {
+                    b.Property<string>("Id")
+                        .HasColumnType("nvarchar(450)");
+
+                    b.Property<int>("AccessFailedCount")
+                        .HasColumnType("int");
+
+                    b.Property<string>("ConcurrencyStamp")
+                        .IsConcurrencyToken()
+                        .HasColumnType("nvarchar(max)");
+
+                    b.Property<string>("Email")
+                        .HasMaxLength(256)
+                        .HasColumnType("nvarchar(256)");
+
+                    b.Property<bool>("EmailConfirmed")
+                        .HasColumnType("bit");
+
+                    b.Property<bool>("LockoutEnabled")
+                        .HasColumnType("bit");
+
+                    b.Property<DateTimeOffset?>("LockoutEnd")
+                        .HasColumnType("datetimeoffset");
+
+                    b.Property<string>("NormalizedEmail")
+                        .HasMaxLength(256)
+                        .HasColumnType("nvarchar(256)");
+
+                    b.Property<string>("NormalizedUserName")
+                        .HasMaxLength(256)
+                        .HasColumnType("nvarchar(256)");
+
+                    b.Property<string>("PasswordHash")
+                        .HasColumnType("nvarchar(max)");
+
+                    b.Property<string>("PhoneNumber")
+                        .HasColumnType("nvarchar(max)");
+
+                    b.Property<bool>("PhoneNumberConfirmed")
+                        .HasColumnType("bit");
+
+                    b.Property<string>("SecurityStamp")
+                        .HasColumnType("nvarchar(max)");
+
+                    b.Property<bool>("TwoFactorEnabled")
+                        .HasColumnType("bit");
+
+                    b.Property<string>("UserName")
+                        .HasMaxLength(256)
+                        .HasColumnType("nvarchar(256)");
+
+                    b.HasKey("Id");
+
+                    b.HasIndex("NormalizedEmail")
+                        .HasDatabaseName("EmailIndex");
+
+                    b.HasIndex("NormalizedUserName")
+                        .IsUnique()
+                        .HasDatabaseName("UserNameIndex")
+                        .HasFilter("[NormalizedUserName] IS NOT NULL");
+
+                    b.ToTable("AspNetUsers", (string)null);
+                });
+
+            modelBuilder.Entity("Microsoft.AspNetCore.Identity.IdentityUserClaim<string>", b =>
+                {
+                    b.Property<int>("Id")
+                        .ValueGeneratedOnAdd()
+                        .HasColumnType("int");
+
+                    SqlServerPropertyBuilderExtensions.UseIdentityColumn(b.Property<int>("Id"));
+
+                    b.Property<string>("ClaimType")
+                        .HasColumnType("nvarchar(max)");
+
+                    b.Property<string>("ClaimValue")
+                        .HasColumnType("nvarchar(max)");
+
+                    b.Property<string>("UserId")
+                        .IsRequired()
+                        .HasColumnType("nvarchar(450)");
+
+                    b.HasKey("Id");
+
+                    b.HasIndex("UserId");
+
+                    b.ToTable("AspNetUserClaims", (string)null);
+                });
+
+            modelBuilder.Entity("Microsoft.AspNetCore.Identity.IdentityUserLogin<string>", b =>
+                {
+                    b.Property<string>("LoginProvider")
+                        .HasColumnType("nvarchar(450)");
+
+                    b.Property<string>("ProviderKey")
+                        .HasColumnType("nvarchar(450)");
+
+                    b.Property<string>("ProviderDisplayName")
+                        .HasColumnType("nvarchar(max)");
+
+                    b.Property<string>("UserId")
+                        .IsRequired()
+                        .HasColumnType("nvarchar(450)");
+
+                    b.HasKey("LoginProvider", "ProviderKey");
+
+                    b.HasIndex("UserId");
+
+                    b.ToTable("AspNetUserLogins", (string)null);
+                });
+
+            modelBuilder.Entity("Microsoft.AspNetCore.Identity.IdentityUserRole<string>", b =>
+                {
+                    b.Property<string>("UserId")
+                        .HasColumnType("nvarchar(450)");
+
+                    b.Property<string>("RoleId")
+                        .HasColumnType("nvarchar(450)");
+
+                    b.HasKey("UserId", "RoleId");
+
+                    b.HasIndex("RoleId");
+
+                    b.ToTable("AspNetUserRoles", (string)null);
+                });
+
+            modelBuilder.Entity("Microsoft.AspNetCore.Identity.IdentityUserToken<string>", b =>
+                {
+                    b.Property<string>("UserId")
+                        .HasColumnType("nvarchar(450)");
+
+                    b.Property<string>("LoginProvider")
+                        .HasColumnType("nvarchar(450)");
+
+                    b.Property<string>("Name")
+                        .HasColumnType("nvarchar(450)");
+
+                    b.Property<string>("Value")
+                        .HasColumnType("nvarchar(max)");
+
+                    b.HasKey("UserId", "LoginProvider", "Name");
+
+                    b.ToTable("AspNetUserTokens", (string)null);
+                });
+
+            modelBuilder.Entity("Microsoft.AspNetCore.Identity.IdentityRoleClaim<string>", b =>
+                {
+                    b.HasOne("Microsoft.AspNetCore.Identity.IdentityRole", null)
+                        .WithMany()
+                        .HasForeignKey("RoleId")
+                        .OnDelete(DeleteBehavior.Cascade)
+                        .IsRequired();
+                });
+
+            modelBuilder.Entity("Microsoft.AspNetCore.Identity.IdentityUserClaim<string>", b =>
+                {
+                    b.HasOne("Microsoft.AspNetCore.Identity.IdentityUser", null)
+                        .WithMany()
+                        .HasForeignKey("UserId")
+                        .OnDelete(DeleteBehavior.Cascade)
+                        .IsRequired();
+                });
+
+            modelBuilder.Entity("Microsoft.AspNetCore.Identity.IdentityUserLogin<string>", b =>
+                {
+                    b.HasOne("Microsoft.AspNetCore.Identity.IdentityUser", null)
+                        .WithMany()
+                        .HasForeignKey("UserId")
+                        .OnDelete(DeleteBehavior.Cascade)
+                        .IsRequired();
+                });
+
+            modelBuilder.Entity("Microsoft.AspNetCore.Identity.IdentityUserRole<string>", b =>
+                {
+                    b.HasOne("Microsoft.AspNetCore.Identity.IdentityRole", null)
+                        .WithMany()
+                        .HasForeignKey("RoleId")
+                        .OnDelete(DeleteBehavior.Cascade)
+                        .IsRequired();
+
+                    b.HasOne("Microsoft.AspNetCore.Identity.IdentityUser", null)
+                        .WithMany()
+                        .HasForeignKey("UserId")
+                        .OnDelete(DeleteBehavior.Cascade)
+                        .IsRequired();
+                });
+
+            modelBuilder.Entity("Microsoft.AspNetCore.Identity.IdentityUserToken<string>", b =>
+                {
+                    b.HasOne("Microsoft.AspNetCore.Identity.IdentityUser", null)
+                        .WithMany()
+                        .HasForeignKey("UserId")
+                        .OnDelete(DeleteBehavior.Cascade)
+                        .IsRequired();
+                });
+#pragma warning restore 612, 618
+        }
+    }
+}
diff --git a/ChatbotApi/Migrations/20251117173123_AddIdentityTables.cs b/ChatbotApi/Migrations/20251117173123_AddIdentityTables.cs
new file mode 100644
index 0000000..aef7d86
--- /dev/null
+++ b/ChatbotApi/Migrations/20251117173123_AddIdentityTables.cs
@@ -0,0 +1,224 @@
+using System;
+using Microsoft.EntityFrameworkCore.Migrations;
+
+#nullable disable
+
+namespace ChatbotApi.Migrations
+{
+    /// <inheritdoc />
+    public partial class AddIdentityTables : Migration
+    {
+        /// <inheritdoc />
+        protected override void Up(MigrationBuilder migrationBuilder)
+        {
+            migrationBuilder.CreateTable(
+                name: "AspNetRoles",
+                columns: table => new
+                {
+                    Id = table.Column<string>(type: "nvarchar(450)", nullable: false),
+                    Name = table.Column<string>(type: "nvarchar(256)", maxLength: 256, nullable: true),
+                    NormalizedName = table.Column<string>(type: "nvarchar(256)", maxLength: 256, nullable: true),
+                    ConcurrencyStamp = table.Column<string>(type: "nvarchar(max)", nullable: true)
+                },
+                constraints: table =>
+                {
+                    table.PrimaryKey("PK_AspNetRoles", x => x.Id);
+                });
+
+            migrationBuilder.CreateTable(
+                name: "AspNetUsers",
+                columns: table => new
+                {
+                    Id = table.Column<string>(type: "nvarchar(450)", nullable: false),
+                    UserName = table.Column<string>(type: "nvarchar(256)", maxLength: 256, nullable: true),
+                    NormalizedUserName = table.Column<string>(type: "nvarchar(256)", maxLength: 256, nullable: true),
+                    Email = table.Column<string>(type: "nvarchar(256)", maxLength: 256, nullable: true),
+                    NormalizedEmail = table.Column<string>(type: "nvarchar(256)", maxLength: 256, nullable: true),
+                    EmailConfirmed = table.Column<bool>(type: "bit", nullable: false),
+                    PasswordHash = table.Column<string>(type: "nvarchar(max)", nullable: true),
+                    SecurityStamp = table.Column<string>(type: "nvarchar(max)", nullable: true),
+                    ConcurrencyStamp = table.Column<string>(type: "nvarchar(max)", nullable: true),
+                    PhoneNumber = table.Column<string>(type: "nvarchar(max)", nullable: true),
+                    PhoneNumberConfirmed = table.Column<bool>(type: "bit", nullable: false),
+                    TwoFactorEnabled = table.Column<bool>(type: "bit", nullable: false),
+                    LockoutEnd = table.Column<DateTimeOffset>(type: "datetimeoffset", nullable: true),
+                    LockoutEnabled = table.Column<bool>(type: "bit", nullable: false),
+                    AccessFailedCount = table.Column<int>(type: "int", nullable: false)
+                },
+                constraints: table =>
+                {
+                    table.PrimaryKey("PK_AspNetUsers", x => x.Id);
+                });
+
+            migrationBuilder.CreateTable(
+                name: "AspNetRoleClaims",
+                columns: table => new
+                {
+                    Id = table.Column<int>(type: "int", nullable: false)
+                        .Annotation("SqlServer:Identity", "1, 1"),
+                    RoleId = table.Column<string>(type: "nvarchar(450)", nullable: false),
+                    ClaimType = table.Column<string>(type: "nvarchar(max)", nullable: true),
+                    ClaimValue = table.Column<string>(type: "nvarchar(max)", nullable: true)
+                },
+                constraints: table =>
+                {
+                    table.PrimaryKey("PK_AspNetRoleClaims", x => x.Id);
+                    table.ForeignKey(
+                        name: "FK_AspNetRoleClaims_AspNetRoles_RoleId",
+                        column: x => x.RoleId,
+                        principalTable: "AspNetRoles",
+                        principalColumn: "Id",
+                        onDelete: ReferentialAction.Cascade);
+                });
+
+            migrationBuilder.CreateTable(
+                name: "AspNetUserClaims",
+                columns: table => new
+                {
+                    Id = table.Column<int>(type: "int", nullable: false)
+                        .Annotation("SqlServer:Identity", "1, 1"),
+                    UserId = table.Column<string>(type: "nvarchar(450)", nullable: false),
+                    ClaimType = table.Column<string>(type: "nvarchar(max)", nullable: true),
+                    ClaimValue = table.Column<string>(type: "nvarchar(max)", nullable: true)
+                },
+                constraints: table =>
+                {
+                    table.PrimaryKey("PK_AspNetUserClaims", x => x.Id);
+                    table.ForeignKey(
+                        name: "FK_AspNetUserClaims_AspNetUsers_UserId",
+                        column: x => x.UserId,
+                        principalTable: "AspNetUsers",
+                        principalColumn: "Id",
+                        onDelete: ReferentialAction.Cascade);
+                });
+
+            migrationBuilder.CreateTable(
+                name: "AspNetUserLogins",
+                columns: table => new
+                {
+                    LoginProvider = table.Column<string>(type: "nvarchar(450)", nullable: false),
+                    ProviderKey = table.Column<string>(type: "nvarchar(450)", nullable: false),
+                    ProviderDisplayName = table.Column<string>(type: "nvarchar(max)", nullable: true),
+                    UserId = table.Column<string>(type: "nvarchar(450)", nullable: false)
+                },
+                constraints: table =>
+                {
+                    table.PrimaryKey("PK_AspNetUserLogins", x => new { x.LoginProvider, x.ProviderKey });
+                    table.ForeignKey(
+                        name: "FK_AspNetUserLogins_AspNetUsers_UserId",
+                        column: x => x.UserId,
+                        principalTable: "AspNetUsers",
+                        principalColumn: "Id",
+                        onDelete: ReferentialAction.Cascade);
+                });
+
+            migrationBuilder.CreateTable(
+                name: "AspNetUserRoles",
+                columns: table => new
+                {
+                    UserId = table.Column<string>(type: "nvarchar(450)", nullable: false),
+                    RoleId = table.Column<string>(type: "nvarchar(450)", nullable: false)
+                },
+                constraints: table =>
+                {
+                    table.PrimaryKey("PK_AspNetUserRoles", x => new { x.UserId, x.RoleId });
+                    table.ForeignKey(
+                        name: "FK_AspNetUserRoles_AspNetRoles_RoleId",
+                        column: x => x.RoleId,
+                        principalTable: "AspNetRoles",
+                        principalColumn: "Id",
+                        onDelete: ReferentialAction.Cascade);
+                    table.ForeignKey(
+                        name: "FK_AspNetUserRoles_AspNetUsers_UserId",
+                        column: x => x.UserId,
+                        principalTable: "AspNetUsers",
+                        principalColumn: "Id",
+                        onDelete: ReferentialAction.Cascade);
+                });
+
+            migrationBuilder.CreateTable(
+                name: "AspNetUserTokens",
+                columns: table => new
+                {
+                    UserId = table.Column<string>(type: "nvarchar(450)", nullable: false),
+                    LoginProvider = table.Column<string>(type: "nvarchar(450)", nullable: false),
+                    Name = table.Column<string>(type: "nvarchar(450)", nullable: false),
+                    Value = table.Column<string>(type: "nvarchar(max)", nullable: true)
+                },
+                constraints: table =>
+                {
+                    table.PrimaryKey("PK_AspNetUserTokens", x => new { x.UserId, x.LoginProvider, x.Name });
+                    table.ForeignKey(
+                        name: "FK_AspNetUserTokens_AspNetUsers_UserId",
+                        column: x => x.UserId,
+                        principalTable: "AspNetUsers",
+                        principalColumn: "Id",
+                        onDelete: ReferentialAction.Cascade);
+                });
+
+            migrationBuilder.CreateIndex(
+                name: "IX_AspNetRoleClaims_RoleId",
+                table: "AspNetRoleClaims",
+                column: "RoleId");
+
+            migrationBuilder.CreateIndex(
+                name: "RoleNameIndex",
+                table: "AspNetRoles",
+                column: "NormalizedName",
+                unique: true,
+                filter: "[NormalizedName] IS NOT NULL");
+
+            migrationBuilder.CreateIndex(
+                name: "IX_AspNetUserClaims_UserId",
+                table: "AspNetUserClaims",
+                column: "UserId");
+
+            migrationBuilder.CreateIndex(
+                name: "IX_AspNetUserLogins_UserId",
+                table: "AspNetUserLogins",
+                column: "UserId");
+
+            migrationBuilder.CreateIndex(
+                name: "IX_AspNetUserRoles_RoleId",
+                table: "AspNetUserRoles",
+                column: "RoleId");
+
+            migrationBuilder.CreateIndex(
+                name: "EmailIndex",
+                table: "AspNetUsers",
+                column: "NormalizedEmail");
+
+            migrationBuilder.CreateIndex(
+                name: "UserNameIndex",
+                table: "AspNetUsers",
+                column: "NormalizedUserName",
+                unique: true,
+                filter: "[NormalizedUserName] IS NOT NULL");
+        }
+
+        /// <inheritdoc />
+        protected override void Down(MigrationBuilder migrationBuilder)
+        {
+            migrationBuilder.DropTable(
+                name: "AspNetRoleClaims");
+
+            migrationBuilder.DropTable(
+                name: "AspNetUserClaims");
+
+            migrationBuilder.DropTable(
+                name: "AspNetUserLogins");
+
+            migrationBuilder.DropTable(
+                name: "AspNetUserRoles");
+
+            migrationBuilder.DropTable(
+                name: "AspNetUserTokens");
+
+            migrationBuilder.DropTable(
+                name: "AspNetRoles");
+
+            migrationBuilder.DropTable(
+                name: "AspNetUsers");
+        }
+    }
+}
diff --git a/ChatbotApi/Migrations/20251118140720_AddConversacionLogTable.Designer.cs b/ChatbotApi/Migrations/20251118140720_AddConversacionLogTable.Designer.cs
new file mode 100644
index 0000000..a31f36e
--- /dev/null
+++ b/ChatbotApi/Migrations/20251118140720_AddConversacionLogTable.Designer.cs
@@ -0,0 +1,333 @@
+// <auto-generated />
+using System;
+using ChatbotApi.Data.Models;
+using Microsoft.EntityFrameworkCore;
+using Microsoft.EntityFrameworkCore.Infrastructure;
+using Microsoft.EntityFrameworkCore.Metadata;
+using Microsoft.EntityFrameworkCore.Migrations;
+using Microsoft.EntityFrameworkCore.Storage.ValueConversion;
+
+#nullable disable
+
+namespace ChatbotApi.Migrations
+{
+    [DbContext(typeof(AppContexto))]
+    [Migration("20251118140720_AddConversacionLogTable")]
+    partial class AddConversacionLogTable
+    {
+        /// <inheritdoc />
+        protected override void BuildTargetModel(ModelBuilder modelBuilder)
+        {
+#pragma warning disable 612, 618
+            modelBuilder
+                .HasAnnotation("ProductVersion", "10.0.0")
+                .HasAnnotation("Relational:MaxIdentifierLength", 128);
+
+            SqlServerModelBuilderExtensions.UseIdentityColumns(modelBuilder);
+
+            modelBuilder.Entity("ChatbotApi.Data.Models.ContextoItem", b =>
+                {
+                    b.Property<int>("Id")
+                        .ValueGeneratedOnAdd()
+                        .HasColumnType("int");
+
+                    SqlServerPropertyBuilderExtensions.UseIdentityColumn(b.Property<int>("Id"));
+
+                    b.Property<string>("Clave")
+                        .IsRequired()
+                        .HasMaxLength(100)
+                        .HasColumnType("nvarchar(100)");
+
+                    b.Property<string>("Descripcion")
+                        .HasMaxLength(500)
+                        .HasColumnType("nvarchar(500)");
+
+                    b.Property<DateTime>("FechaActualizacion")
+                        .HasColumnType("datetime2");
+
+                    b.Property<string>("Valor")
+                        .IsRequired()
+                        .HasMaxLength(2000)
+                        .HasColumnType("nvarchar(2000)");
+
+                    b.HasKey("Id");
+
+                    b.ToTable("ContextoItems");
+                });
+
+            modelBuilder.Entity("ChatbotApi.Data.Models.ConversacionLog", b =>
+                {
+                    b.Property<int>("Id")
+                        .ValueGeneratedOnAdd()
+                        .HasColumnType("int");
+
+                    SqlServerPropertyBuilderExtensions.UseIdentityColumn(b.Property<int>("Id"));
+
+                    b.Property<string>("BotRespuesta")
+                        .IsRequired()
+                        .HasColumnType("nvarchar(max)");
+
+                    b.Property<DateTime>("Fecha")
+                        .HasColumnType("datetime2");
+
+                    b.Property<string>("UsuarioMensaje")
+                        .IsRequired()
+                        .HasColumnType("nvarchar(max)");
+
+                    b.HasKey("Id");
+
+                    b.ToTable("ConversacionLogs");
+                });
+
+            modelBuilder.Entity("Microsoft.AspNetCore.Identity.IdentityRole", b =>
+                {
+                    b.Property<string>("Id")
+                        .HasColumnType("nvarchar(450)");
+
+                    b.Property<string>("ConcurrencyStamp")
+                        .IsConcurrencyToken()
+                        .HasColumnType("nvarchar(max)");
+
+                    b.Property<string>("Name")
+                        .HasMaxLength(256)
+                        .HasColumnType("nvarchar(256)");
+
+                    b.Property<string>("NormalizedName")
+                        .HasMaxLength(256)
+                        .HasColumnType("nvarchar(256)");
+
+                    b.HasKey("Id");
+
+                    b.HasIndex("NormalizedName")
+                        .IsUnique()
+                        .HasDatabaseName("RoleNameIndex")
+                        .HasFilter("[NormalizedName] IS NOT NULL");
+
+                    b.ToTable("AspNetRoles", (string)null);
+                });
+
+            modelBuilder.Entity("Microsoft.AspNetCore.Identity.IdentityRoleClaim<string>", b =>
+                {
+                    b.Property<int>("Id")
+                        .ValueGeneratedOnAdd()
+                        .HasColumnType("int");
+
+                    SqlServerPropertyBuilderExtensions.UseIdentityColumn(b.Property<int>("Id"));
+
+                    b.Property<string>("ClaimType")
+                        .HasColumnType("nvarchar(max)");
+
+                    b.Property<string>("ClaimValue")
+                        .HasColumnType("nvarchar(max)");
+
+                    b.Property<string>("RoleId")
+                        .IsRequired()
+                        .HasColumnType("nvarchar(450)");
+
+                    b.HasKey("Id");
+
+                    b.HasIndex("RoleId");
+
+                    b.ToTable("AspNetRoleClaims", (string)null);
+                });
+
+            modelBuilder.Entity("Microsoft.AspNetCore.Identity.IdentityUser", b =>
+                {
+                    b.Property<string>("Id")
+                        .HasColumnType("nvarchar(450)");
+
+                    b.Property<int>("AccessFailedCount")
+                        .HasColumnType("int");
+
+                    b.Property<string>("ConcurrencyStamp")
+                        .IsConcurrencyToken()
+                        .HasColumnType("nvarchar(max)");
+
+                    b.Property<string>("Email")
+                        .HasMaxLength(256)
+                        .HasColumnType("nvarchar(256)");
+
+                    b.Property<bool>("EmailConfirmed")
+                        .HasColumnType("bit");
+
+                    b.Property<bool>("LockoutEnabled")
+                        .HasColumnType("bit");
+
+                    b.Property<DateTimeOffset?>("LockoutEnd")
+                        .HasColumnType("datetimeoffset");
+
+                    b.Property<string>("NormalizedEmail")
+                        .HasMaxLength(256)
+                        .HasColumnType("nvarchar(256)");
+
+                    b.Property<string>("NormalizedUserName")
+                        .HasMaxLength(256)
+                        .HasColumnType("nvarchar(256)");
+
+                    b.Property<string>("PasswordHash")
+                        .HasColumnType("nvarchar(max)");
+
+                    b.Property<string>("PhoneNumber")
+                        .HasColumnType("nvarchar(max)");
+
+                    b.Property<bool>("PhoneNumberConfirmed")
+                        .HasColumnType("bit");
+
+                    b.Property<string>("SecurityStamp")
+                        .HasColumnType("nvarchar(max)");
+
+                    b.Property<bool>("TwoFactorEnabled")
+                        .HasColumnType("bit");
+
+                    b.Property<string>("UserName")
+                        .HasMaxLength(256)
+                        .HasColumnType("nvarchar(256)");
+
+                    b.HasKey("Id");
+
+                    b.HasIndex("NormalizedEmail")
+                        .HasDatabaseName("EmailIndex");
+
+                    b.HasIndex("NormalizedUserName")
+                        .IsUnique()
+                        .HasDatabaseName("UserNameIndex")
+                        .HasFilter("[NormalizedUserName] IS NOT NULL");
+
+                    b.ToTable("AspNetUsers", (string)null);
+                });
+
+            modelBuilder.Entity("Microsoft.AspNetCore.Identity.IdentityUserClaim<string>", b =>
+                {
+                    b.Property<int>("Id")
+                        .ValueGeneratedOnAdd()
+                        .HasColumnType("int");
+
+                    SqlServerPropertyBuilderExtensions.UseIdentityColumn(b.Property<int>("Id"));
+
+                    b.Property<string>("ClaimType")
+                        .HasColumnType("nvarchar(max)");
+
+                    b.Property<string>("ClaimValue")
+                        .HasColumnType("nvarchar(max)");
+
+                    b.Property<string>("UserId")
+                        .IsRequired()
+                        .HasColumnType("nvarchar(450)");
+
+                    b.HasKey("Id");
+
+                    b.HasIndex("UserId");
+
+                    b.ToTable("AspNetUserClaims", (string)null);
+                });
+
+            modelBuilder.Entity("Microsoft.AspNetCore.Identity.IdentityUserLogin<string>", b =>
+                {
+                    b.Property<string>("LoginProvider")
+                        .HasColumnType("nvarchar(450)");
+
+                    b.Property<string>("ProviderKey")
+                        .HasColumnType("nvarchar(450)");
+
+                    b.Property<string>("ProviderDisplayName")
+                        .HasColumnType("nvarchar(max)");
+
+                    b.Property<string>("UserId")
+                        .IsRequired()
+                        .HasColumnType("nvarchar(450)");
+
+                    b.HasKey("LoginProvider", "ProviderKey");
+
+                    b.HasIndex("UserId");
+
+                    b.ToTable("AspNetUserLogins", (string)null);
+                });
+
+            modelBuilder.Entity("Microsoft.AspNetCore.Identity.IdentityUserRole<string>", b =>
+                {
+                    b.Property<string>("UserId")
+                        .HasColumnType("nvarchar(450)");
+
+                    b.Property<string>("RoleId")
+                        .HasColumnType("nvarchar(450)");
+
+                    b.HasKey("UserId", "RoleId");
+
+                    b.HasIndex("RoleId");
+
+                    b.ToTable("AspNetUserRoles", (string)null);
+                });
+
+            modelBuilder.Entity("Microsoft.AspNetCore.Identity.IdentityUserToken<string>", b =>
+                {
+                    b.Property<string>("UserId")
+                        .HasColumnType("nvarchar(450)");
+
+                    b.Property<string>("LoginProvider")
+                        .HasColumnType("nvarchar(450)");
+
+                    b.Property<string>("Name")
+                        .HasColumnType("nvarchar(450)");
+
+                    b.Property<string>("Value")
+                        .HasColumnType("nvarchar(max)");
+
+                    b.HasKey("UserId", "LoginProvider", "Name");
+
+                    b.ToTable("AspNetUserTokens", (string)null);
+                });
+
+            modelBuilder.Entity("Microsoft.AspNetCore.Identity.IdentityRoleClaim<string>", b =>
+                {
+                    b.HasOne("Microsoft.AspNetCore.Identity.IdentityRole", null)
+                        .WithMany()
+                        .HasForeignKey("RoleId")
+                        .OnDelete(DeleteBehavior.Cascade)
+                        .IsRequired();
+                });
+
+            modelBuilder.Entity("Microsoft.AspNetCore.Identity.IdentityUserClaim<string>", b =>
+                {
+                    b.HasOne("Microsoft.AspNetCore.Identity.IdentityUser", null)
+                        .WithMany()
+                        .HasForeignKey("UserId")
+                        .OnDelete(DeleteBehavior.Cascade)
+                        .IsRequired();
+                });
+
+            modelBuilder.Entity("Microsoft.AspNetCore.Identity.IdentityUserLogin<string>", b =>
+                {
+                    b.HasOne("Microsoft.AspNetCore.Identity.IdentityUser", null)
+                        .WithMany()
+                        .HasForeignKey("UserId")
+                        .OnDelete(DeleteBehavior.Cascade)
+                        .IsRequired();
+                });
+
+            modelBuilder.Entity("Microsoft.AspNetCore.Identity.IdentityUserRole<string>", b =>
+                {
+                    b.HasOne("Microsoft.AspNetCore.Identity.IdentityRole", null)
+                        .WithMany()
+                        .HasForeignKey("RoleId")
+                        .OnDelete(DeleteBehavior.Cascade)
+                        .IsRequired();
+
+                    b.HasOne("Microsoft.AspNetCore.Identity.IdentityUser", null)
+                        .WithMany()
+                        .HasForeignKey("UserId")
+                        .OnDelete(DeleteBehavior.Cascade)
+                        .IsRequired();
+                });
+
+            modelBuilder.Entity("Microsoft.AspNetCore.Identity.IdentityUserToken<string>", b =>
+                {
+                    b.HasOne("Microsoft.AspNetCore.Identity.IdentityUser", null)
+                        .WithMany()
+                        .HasForeignKey("UserId")
+                        .OnDelete(DeleteBehavior.Cascade)
+                        .IsRequired();
+                });
+#pragma warning restore 612, 618
+        }
+    }
+}
diff --git a/ChatbotApi/Migrations/20251118140720_AddConversacionLogTable.cs b/ChatbotApi/Migrations/20251118140720_AddConversacionLogTable.cs
new file mode 100644
index 0000000..e75f687
--- /dev/null
+++ b/ChatbotApi/Migrations/20251118140720_AddConversacionLogTable.cs
@@ -0,0 +1,37 @@
+using System;
+using Microsoft.EntityFrameworkCore.Migrations;
+
+#nullable disable
+
+namespace ChatbotApi.Migrations
+{
+    /// <inheritdoc />
+    public partial class AddConversacionLogTable : Migration
+    {
+        /// <inheritdoc />
+        protected override void Up(MigrationBuilder migrationBuilder)
+        {
+            migrationBuilder.CreateTable(
+                name: "ConversacionLogs",
+                columns: table => new
+                {
+                    Id = table.Column<int>(type: "int", nullable: false)
+                        .Annotation("SqlServer:Identity", "1, 1"),
+                    UsuarioMensaje = table.Column<string>(type: "nvarchar(max)", nullable: false),
+                    BotRespuesta = table.Column<string>(type: "nvarchar(max)", nullable: false),
+                    Fecha = table.Column<DateTime>(type: "datetime2", nullable: false)
+                },
+                constraints: table =>
+                {
+                    table.PrimaryKey("PK_ConversacionLogs", x => x.Id);
+                });
+        }
+
+        /// <inheritdoc />
+        protected override void Down(MigrationBuilder migrationBuilder)
+        {
+            migrationBuilder.DropTable(
+                name: "ConversacionLogs");
+        }
+    }
+}
diff --git a/ChatbotApi/Migrations/AppContextoModelSnapshot.cs b/ChatbotApi/Migrations/AppContextoModelSnapshot.cs
new file mode 100644
index 0000000..ce09faa
--- /dev/null
+++ b/ChatbotApi/Migrations/AppContextoModelSnapshot.cs
@@ -0,0 +1,330 @@
+// <auto-generated />
+using System;
+using ChatbotApi.Data.Models;
+using Microsoft.EntityFrameworkCore;
+using Microsoft.EntityFrameworkCore.Infrastructure;
+using Microsoft.EntityFrameworkCore.Metadata;
+using Microsoft.EntityFrameworkCore.Storage.ValueConversion;
+
+#nullable disable
+
+namespace ChatbotApi.Migrations
+{
+    [DbContext(typeof(AppContexto))]
+    partial class AppContextoModelSnapshot : ModelSnapshot
+    {
+        protected override void BuildModel(ModelBuilder modelBuilder)
+        {
+#pragma warning disable 612, 618
+            modelBuilder
+                .HasAnnotation("ProductVersion", "10.0.0")
+                .HasAnnotation("Relational:MaxIdentifierLength", 128);
+
+            SqlServerModelBuilderExtensions.UseIdentityColumns(modelBuilder);
+
+            modelBuilder.Entity("ChatbotApi.Data.Models.ContextoItem", b =>
+                {
+                    b.Property<int>("Id")
+                        .ValueGeneratedOnAdd()
+                        .HasColumnType("int");
+
+                    SqlServerPropertyBuilderExtensions.UseIdentityColumn(b.Property<int>("Id"));
+
+                    b.Property<string>("Clave")
+                        .IsRequired()
+                        .HasMaxLength(100)
+                        .HasColumnType("nvarchar(100)");
+
+                    b.Property<string>("Descripcion")
+                        .HasMaxLength(500)
+                        .HasColumnType("nvarchar(500)");
+
+                    b.Property<DateTime>("FechaActualizacion")
+                        .HasColumnType("datetime2");
+
+                    b.Property<string>("Valor")
+                        .IsRequired()
+                        .HasMaxLength(2000)
+                        .HasColumnType("nvarchar(2000)");
+
+                    b.HasKey("Id");
+
+                    b.ToTable("ContextoItems");
+                });
+
+            modelBuilder.Entity("ChatbotApi.Data.Models.ConversacionLog", b =>
+                {
+                    b.Property<int>("Id")
+                        .ValueGeneratedOnAdd()
+                        .HasColumnType("int");
+
+                    SqlServerPropertyBuilderExtensions.UseIdentityColumn(b.Property<int>("Id"));
+
+                    b.Property<string>("BotRespuesta")
+                        .IsRequired()
+                        .HasColumnType("nvarchar(max)");
+
+                    b.Property<DateTime>("Fecha")
+                        .HasColumnType("datetime2");
+
+                    b.Property<string>("UsuarioMensaje")
+                        .IsRequired()
+                        .HasColumnType("nvarchar(max)");
+
+                    b.HasKey("Id");
+
+                    b.ToTable("ConversacionLogs");
+                });
+
+            modelBuilder.Entity("Microsoft.AspNetCore.Identity.IdentityRole", b =>
+                {
+                    b.Property<string>("Id")
+                        .HasColumnType("nvarchar(450)");
+
+                    b.Property<string>("ConcurrencyStamp")
+                        .IsConcurrencyToken()
+                        .HasColumnType("nvarchar(max)");
+
+                    b.Property<string>("Name")
+                        .HasMaxLength(256)
+                        .HasColumnType("nvarchar(256)");
+
+                    b.Property<string>("NormalizedName")
+                        .HasMaxLength(256)
+                        .HasColumnType("nvarchar(256)");
+
+                    b.HasKey("Id");
+
+                    b.HasIndex("NormalizedName")
+                        .IsUnique()
+                        .HasDatabaseName("RoleNameIndex")
+                        .HasFilter("[NormalizedName] IS NOT NULL");
+
+                    b.ToTable("AspNetRoles", (string)null);
+                });
+
+            modelBuilder.Entity("Microsoft.AspNetCore.Identity.IdentityRoleClaim<string>", b =>
+                {
+                    b.Property<int>("Id")
+                        .ValueGeneratedOnAdd()
+                        .HasColumnType("int");
+
+                    SqlServerPropertyBuilderExtensions.UseIdentityColumn(b.Property<int>("Id"));
+
+                    b.Property<string>("ClaimType")
+                        .HasColumnType("nvarchar(max)");
+
+                    b.Property<string>("ClaimValue")
+                        .HasColumnType("nvarchar(max)");
+
+                    b.Property<string>("RoleId")
+                        .IsRequired()
+                        .HasColumnType("nvarchar(450)");
+
+                    b.HasKey("Id");
+
+                    b.HasIndex("RoleId");
+
+                    b.ToTable("AspNetRoleClaims", (string)null);
+                });
+
+            modelBuilder.Entity("Microsoft.AspNetCore.Identity.IdentityUser", b =>
+                {
+                    b.Property<string>("Id")
+                        .HasColumnType("nvarchar(450)");
+
+                    b.Property<int>("AccessFailedCount")
+                        .HasColumnType("int");
+
+                    b.Property<string>("ConcurrencyStamp")
+                        .IsConcurrencyToken()
+                        .HasColumnType("nvarchar(max)");
+
+                    b.Property<string>("Email")
+                        .HasMaxLength(256)
+                        .HasColumnType("nvarchar(256)");
+
+                    b.Property<bool>("EmailConfirmed")
+                        .HasColumnType("bit");
+
+                    b.Property<bool>("LockoutEnabled")
+                        .HasColumnType("bit");
+
+                    b.Property<DateTimeOffset?>("LockoutEnd")
+                        .HasColumnType("datetimeoffset");
+
+                    b.Property<string>("NormalizedEmail")
+                        .HasMaxLength(256)
+                        .HasColumnType("nvarchar(256)");
+
+                    b.Property<string>("NormalizedUserName")
+                        .HasMaxLength(256)
+                        .HasColumnType("nvarchar(256)");
+
+                    b.Property<string>("PasswordHash")
+                        .HasColumnType("nvarchar(max)");
+
+                    b.Property<string>("PhoneNumber")
+                        .HasColumnType("nvarchar(max)");
+
+                    b.Property<bool>("PhoneNumberConfirmed")
+                        .HasColumnType("bit");
+
+                    b.Property<string>("SecurityStamp")
+                        .HasColumnType("nvarchar(max)");
+
+                    b.Property<bool>("TwoFactorEnabled")
+                        .HasColumnType("bit");
+
+                    b.Property<string>("UserName")
+                        .HasMaxLength(256)
+                        .HasColumnType("nvarchar(256)");
+
+                    b.HasKey("Id");
+
+                    b.HasIndex("NormalizedEmail")
+                        .HasDatabaseName("EmailIndex");
+
+                    b.HasIndex("NormalizedUserName")
+                        .IsUnique()
+                        .HasDatabaseName("UserNameIndex")
+                        .HasFilter("[NormalizedUserName] IS NOT NULL");
+
+                    b.ToTable("AspNetUsers", (string)null);
+                });
+
+            modelBuilder.Entity("Microsoft.AspNetCore.Identity.IdentityUserClaim<string>", b =>
+                {
+                    b.Property<int>("Id")
+                        .ValueGeneratedOnAdd()
+                        .HasColumnType("int");
+
+                    SqlServerPropertyBuilderExtensions.UseIdentityColumn(b.Property<int>("Id"));
+
+                    b.Property<string>("ClaimType")
+                        .HasColumnType("nvarchar(max)");
+
+                    b.Property<string>("ClaimValue")
+                        .HasColumnType("nvarchar(max)");
+
+                    b.Property<string>("UserId")
+                        .IsRequired()
+                        .HasColumnType("nvarchar(450)");
+
+                    b.HasKey("Id");
+
+                    b.HasIndex("UserId");
+
+                    b.ToTable("AspNetUserClaims", (string)null);
+                });
+
+            modelBuilder.Entity("Microsoft.AspNetCore.Identity.IdentityUserLogin<string>", b =>
+                {
+                    b.Property<string>("LoginProvider")
+                        .HasColumnType("nvarchar(450)");
+
+                    b.Property<string>("ProviderKey")
+                        .HasColumnType("nvarchar(450)");
+
+                    b.Property<string>("ProviderDisplayName")
+                        .HasColumnType("nvarchar(max)");
+
+                    b.Property<string>("UserId")
+                        .IsRequired()
+                        .HasColumnType("nvarchar(450)");
+
+                    b.HasKey("LoginProvider", "ProviderKey");
+
+                    b.HasIndex("UserId");
+
+                    b.ToTable("AspNetUserLogins", (string)null);
+                });
+
+            modelBuilder.Entity("Microsoft.AspNetCore.Identity.IdentityUserRole<string>", b =>
+                {
+                    b.Property<string>("UserId")
+                        .HasColumnType("nvarchar(450)");
+
+                    b.Property<string>("RoleId")
+                        .HasColumnType("nvarchar(450)");
+
+                    b.HasKey("UserId", "RoleId");
+
+                    b.HasIndex("RoleId");
+
+                    b.ToTable("AspNetUserRoles", (string)null);
+                });
+
+            modelBuilder.Entity("Microsoft.AspNetCore.Identity.IdentityUserToken<string>", b =>
+                {
+                    b.Property<string>("UserId")
+                        .HasColumnType("nvarchar(450)");
+
+                    b.Property<string>("LoginProvider")
+                        .HasColumnType("nvarchar(450)");
+
+                    b.Property<string>("Name")
+                        .HasColumnType("nvarchar(450)");
+
+                    b.Property<string>("Value")
+                        .HasColumnType("nvarchar(max)");
+
+                    b.HasKey("UserId", "LoginProvider", "Name");
+
+                    b.ToTable("AspNetUserTokens", (string)null);
+                });
+
+            modelBuilder.Entity("Microsoft.AspNetCore.Identity.IdentityRoleClaim<string>", b =>
+                {
+                    b.HasOne("Microsoft.AspNetCore.Identity.IdentityRole", null)
+                        .WithMany()
+                        .HasForeignKey("RoleId")
+                        .OnDelete(DeleteBehavior.Cascade)
+                        .IsRequired();
+                });
+
+            modelBuilder.Entity("Microsoft.AspNetCore.Identity.IdentityUserClaim<string>", b =>
+                {
+                    b.HasOne("Microsoft.AspNetCore.Identity.IdentityUser", null)
+                        .WithMany()
+                        .HasForeignKey("UserId")
+                        .OnDelete(DeleteBehavior.Cascade)
+                        .IsRequired();
+                });
+
+            modelBuilder.Entity("Microsoft.AspNetCore.Identity.IdentityUserLogin<string>", b =>
+                {
+                    b.HasOne("Microsoft.AspNetCore.Identity.IdentityUser", null)
+                        .WithMany()
+                        .HasForeignKey("UserId")
+                        .OnDelete(DeleteBehavior.Cascade)
+                        .IsRequired();
+                });
+
+            modelBuilder.Entity("Microsoft.AspNetCore.Identity.IdentityUserRole<string>", b =>
+                {
+                    b.HasOne("Microsoft.AspNetCore.Identity.IdentityRole", null)
+                        .WithMany()
+                        .HasForeignKey("RoleId")
+                        .OnDelete(DeleteBehavior.Cascade)
+                        .IsRequired();
+
+                    b.HasOne("Microsoft.AspNetCore.Identity.IdentityUser", null)
+                        .WithMany()
+                        .HasForeignKey("UserId")
+                        .OnDelete(DeleteBehavior.Cascade)
+                        .IsRequired();
+                });
+
+            modelBuilder.Entity("Microsoft.AspNetCore.Identity.IdentityUserToken<string>", b =>
+                {
+                    b.HasOne("Microsoft.AspNetCore.Identity.IdentityUser", null)
+                        .WithMany()
+                        .HasForeignKey("UserId")
+                        .OnDelete(DeleteBehavior.Cascade)
+                        .IsRequired();
+                });
+#pragma warning restore 612, 618
+        }
+    }
+}
diff --git a/ChatbotApi/Models/ChatRequest.cs b/ChatbotApi/Models/ChatRequest.cs
new file mode 100644
index 0000000..11f0d9a
--- /dev/null
+++ b/ChatbotApi/Models/ChatRequest.cs
@@ -0,0 +1,8 @@
+using System.ComponentModel.DataAnnotations;
+
+public class ChatRequest
+{
+    [Required]
+    [MaxLength(200)]
+    public required string Message { get; set; }
+}
\ No newline at end of file
diff --git a/ChatbotApi/Models/ChatResponse.cs b/ChatbotApi/Models/ChatResponse.cs
new file mode 100644
index 0000000..dd7948a
--- /dev/null
+++ b/ChatbotApi/Models/ChatResponse.cs
@@ -0,0 +1,7 @@
+namespace ChatbotApi.Models
+{
+    public class ChatResponse
+    {
+        public required string Reply { get; set; }
+    }
+}
\ No newline at end of file
diff --git a/ChatbotApi/Program.cs b/ChatbotApi/Program.cs
new file mode 100644
index 0000000..e460242
--- /dev/null
+++ b/ChatbotApi/Program.cs
@@ -0,0 +1,144 @@
+using ChatbotApi.Data.Models;
+using DotNetEnv;
+using Microsoft.AspNetCore.Authentication.JwtBearer;
+using Microsoft.AspNetCore.RateLimiting;
+using Microsoft.IdentityModel.Tokens;
+using System.Text;
+using System.Threading.RateLimiting;
+using Microsoft.AspNetCore.Identity;
+using Microsoft.OpenApi.Models;
+
+// Cargar variables de entorno desde el archivo .env
+Env.Load();
+
+var builder = WebApplication.CreateBuilder(args);
+
+// Definimos una política de CORS para permitir solicitudes desde nuestro frontend de Vite
+var myAllowSpecificOrigins = "_myAllowSpecificOrigins";
+builder.Services.AddCors(options =>
+{
+    options.AddPolicy(name: myAllowSpecificOrigins,
+                      policy =>
+                      {
+                          policy.WithOrigins("http://localhost:5173", "http://localhost:5174") // La URL de tu frontend
+                                .AllowAnyHeader()
+                                .AllowAnyMethod();
+                      });
+});
+
+
+// 1. Añadimos el DbContext para Entity Framework
+var connectionString = builder.Configuration.GetConnectionString("DefaultConnection");
+builder.Services.AddDbContext<AppContexto>(options =>
+    options.UseSqlServer(connectionString));
+
+// 2. Añadimos ASP.NET Core Identity
+builder.Services.AddIdentity<IdentityUser, IdentityRole>(options =>
+{
+    options.Password.RequireDigit = true;
+    options.Password.RequiredLength = 8;
+    options.Password.RequireNonAlphanumeric = false;
+    options.Password.RequireUppercase = true;
+    options.Password.RequireLowercase = false;
+})
+.AddEntityFrameworkStores<AppContexto>()
+.AddDefaultTokenProviders();
+
+builder.Services.AddMemoryCache();
+
+// =========== INICIO DE CONFIGURACIÓN JWT ===========
+builder.Services.AddAuthentication(options =>
+{
+    options.DefaultAuthenticateScheme = JwtBearerDefaults.AuthenticationScheme;
+    options.DefaultChallengeScheme = JwtBearerDefaults.AuthenticationScheme;
+})
+.AddJwtBearer(options =>
+{
+    options.TokenValidationParameters = new TokenValidationParameters
+    {
+        ValidateIssuer = true,
+        ValidateAudience = true,
+        ValidateLifetime = true,
+        ValidateIssuerSigningKey = true,
+        ValidIssuer = builder.Configuration["Jwt:Issuer"],
+        ValidAudience = builder.Configuration["Jwt:Audience"],
+        IssuerSigningKey = new SymmetricSecurityKey(Encoding.UTF8.GetBytes(
+            builder.Configuration["Jwt:Key"] ?? throw new InvalidOperationException("La clave JWT no está configurada.")
+        ))
+    };
+});
+
+// RATE LIMITING
+builder.Services.AddRateLimiter(options =>
+{
+    options.AddFixedWindowLimiter(policyName: "fixed", limiterOptions =>
+    {
+        limiterOptions.PermitLimit = 10; // Permitir 10 peticiones...
+        limiterOptions.Window = TimeSpan.FromMinutes(1); // ...por cada minuto.
+        limiterOptions.QueueLimit = 2; // Poner en cola hasta 2 peticiones si se excede el límite brevemente.
+        limiterOptions.QueueProcessingOrder = QueueProcessingOrder.OldestFirst;
+    });
+
+    // Esta función se ejecuta cuando una petición es rechazada
+    options.RejectionStatusCode = StatusCodes.Status429TooManyRequests;
+});
+
+builder.Services.AddControllers();
+builder.Services.AddEndpointsApiExplorer();
+
+builder.Services.AddSwaggerGen(options =>
+{
+    options.SwaggerDoc("v1", new OpenApiInfo { Title = "Chatbot API", Version = "v1" });
+    options.AddSecurityDefinition("Bearer", new OpenApiSecurityScheme
+    {
+        In = ParameterLocation.Header,
+        Description = "Por favor, introduce 'Bearer' seguido de un espacio y el token JWT",
+        Name = "Authorization",
+        Type = SecuritySchemeType.ApiKey,
+        Scheme = "Bearer"
+    });
+
+    options.AddSecurityRequirement(new OpenApiSecurityRequirement
+    {
+        {
+            new OpenApiSecurityScheme
+            {
+                Reference = new OpenApiReference
+                {
+                    Type = ReferenceType.SecurityScheme,
+                    Id = "Bearer"
+                }
+            },
+            new string[] {}
+        }
+    });
+});
+
+var app = builder.Build();
+
+if (app.Environment.IsDevelopment())
+{
+    app.UseSwagger();
+    app.UseSwaggerUI();
+}
+
+app.UseHttpsRedirection();
+// =========== CONFIGURACIÓN Y USO DEL MIDDLEWARE DE ENCABEZADOS DE SEGURIDAD ===========
+app.UseSecurityHeaders(policy =>
+{
+    policy.AddDefaultSecurityHeaders(); // Añade los encabezados por defecto
+    policy.AddContentSecurityPolicy(builder =>
+    {
+        builder.AddDefaultSrc().Self();
+
+        // Permisos necesarios para Swagger UI
+        builder.AddScriptSrc().Self().UnsafeInline();
+        builder.AddStyleSrc().Self().UnsafeInline();
+    });
+});
+app.UseCors(myAllowSpecificOrigins);
+app.UseRateLimiter();
+app.UseAuthentication();
+app.UseAuthorization();
+app.MapControllers();
+app.Run();
diff --git a/ChatbotApi/Properties/launchSettings.json b/ChatbotApi/Properties/launchSettings.json
new file mode 100644
index 0000000..169ee13
--- /dev/null
+++ b/ChatbotApi/Properties/launchSettings.json
@@ -0,0 +1,23 @@
+{
+  "$schema": "https://json.schemastore.org/launchsettings.json",
+  "profiles": {
+    "http": {
+      "commandName": "Project",
+      "dotnetRunMessages": true,
+      "launchBrowser": false,
+      "applicationUrl": "http://localhost:5126",
+      "environmentVariables": {
+        "ASPNETCORE_ENVIRONMENT": "Development"
+      }
+    },
+    "https": {
+      "commandName": "Project",
+      "dotnetRunMessages": true,
+      "launchBrowser": false,
+      "applicationUrl": "https://localhost:7140;http://localhost:5126",
+      "environmentVariables": {
+        "ASPNETCORE_ENVIRONMENT": "Development"
+      }
+    }
+  }
+}
diff --git a/ChatbotApi/appsettings.json b/ChatbotApi/appsettings.json
new file mode 100644
index 0000000..efc5135
--- /dev/null
+++ b/ChatbotApi/appsettings.json
@@ -0,0 +1,20 @@
+{
+  "Logging": {
+    "LogLevel": {
+      "Default": "Information",
+      "Microsoft.AspNetCore": "Warning"
+    }
+  },
+  "AllowedHosts": "*",
+  "Gemini": {
+    "GeminiApiUrl": "https://generativelanguage.googleapis.com/v1beta/models/gemini-2.5-flash-lite:streamGenerateContent?alt=sse&key=",
+    "GeminiApiKey": ""
+  },
+  "ConnectionStrings": {
+  },
+  "Jwt": {
+    "Key": "",
+    "Issuer": "",
+    "Audience": ""
+  }
+}
diff --git a/chatbot-admin/.gitignore b/chatbot-admin/.gitignore
new file mode 100644
index 0000000..a547bf3
--- /dev/null
+++ b/chatbot-admin/.gitignore
@@ -0,0 +1,24 @@
+# Logs
+logs
+*.log
+npm-debug.log*
+yarn-debug.log*
+yarn-error.log*
+pnpm-debug.log*
+lerna-debug.log*
+
+node_modules
+dist
+dist-ssr
+*.local
+
+# Editor directories and files
+.vscode/*
+!.vscode/extensions.json
+.idea
+.DS_Store
+*.suo
+*.ntvs*
+*.njsproj
+*.sln
+*.sw?
diff --git a/chatbot-admin/README.md b/chatbot-admin/README.md
new file mode 100644
index 0000000..d2e7761
--- /dev/null
+++ b/chatbot-admin/README.md
@@ -0,0 +1,73 @@
+# React + TypeScript + Vite
+
+This template provides a minimal setup to get React working in Vite with HMR and some ESLint rules.
+
+Currently, two official plugins are available:
+
+- [@vitejs/plugin-react](https://github.com/vitejs/vite-plugin-react/blob/main/packages/plugin-react) uses [Babel](https://babeljs.io/) (or [oxc](https://oxc.rs) when used in [rolldown-vite](https://vite.dev/guide/rolldown)) for Fast Refresh
+- [@vitejs/plugin-react-swc](https://github.com/vitejs/vite-plugin-react/blob/main/packages/plugin-react-swc) uses [SWC](https://swc.rs/) for Fast Refresh
+
+## React Compiler
+
+The React Compiler is not enabled on this template because of its impact on dev & build performances. To add it, see [this documentation](https://react.dev/learn/react-compiler/installation).
+
+## Expanding the ESLint configuration
+
+If you are developing a production application, we recommend updating the configuration to enable type-aware lint rules:
+
+```js
+export default defineConfig([
+  globalIgnores(['dist']),
+  {
+    files: ['**/*.{ts,tsx}'],
+    extends: [
+      // Other configs...
+
+      // Remove tseslint.configs.recommended and replace with this
+      tseslint.configs.recommendedTypeChecked,
+      // Alternatively, use this for stricter rules
+      tseslint.configs.strictTypeChecked,
+      // Optionally, add this for stylistic rules
+      tseslint.configs.stylisticTypeChecked,
+
+      // Other configs...
+    ],
+    languageOptions: {
+      parserOptions: {
+        project: ['./tsconfig.node.json', './tsconfig.app.json'],
+        tsconfigRootDir: import.meta.dirname,
+      },
+      // other options...
+    },
+  },
+])
+```
+
+You can also install [eslint-plugin-react-x](https://github.com/Rel1cx/eslint-react/tree/main/packages/plugins/eslint-plugin-react-x) and [eslint-plugin-react-dom](https://github.com/Rel1cx/eslint-react/tree/main/packages/plugins/eslint-plugin-react-dom) for React-specific lint rules:
+
+```js
+// eslint.config.js
+import reactX from 'eslint-plugin-react-x'
+import reactDom from 'eslint-plugin-react-dom'
+
+export default defineConfig([
+  globalIgnores(['dist']),
+  {
+    files: ['**/*.{ts,tsx}'],
+    extends: [
+      // Other configs...
+      // Enable lint rules for React
+      reactX.configs['recommended-typescript'],
+      // Enable lint rules for React DOM
+      reactDom.configs.recommended,
+    ],
+    languageOptions: {
+      parserOptions: {
+        project: ['./tsconfig.node.json', './tsconfig.app.json'],
+        tsconfigRootDir: import.meta.dirname,
+      },
+      // other options...
+    },
+  },
+])
+```
diff --git a/chatbot-admin/eslint.config.js b/chatbot-admin/eslint.config.js
new file mode 100644
index 0000000..5e6b472
--- /dev/null
+++ b/chatbot-admin/eslint.config.js
@@ -0,0 +1,23 @@
+import js from '@eslint/js'
+import globals from 'globals'
+import reactHooks from 'eslint-plugin-react-hooks'
+import reactRefresh from 'eslint-plugin-react-refresh'
+import tseslint from 'typescript-eslint'
+import { defineConfig, globalIgnores } from 'eslint/config'
+
+export default defineConfig([
+  globalIgnores(['dist']),
+  {
+    files: ['**/*.{ts,tsx}'],
+    extends: [
+      js.configs.recommended,
+      tseslint.configs.recommended,
+      reactHooks.configs.flat.recommended,
+      reactRefresh.configs.vite,
+    ],
+    languageOptions: {
+      ecmaVersion: 2020,
+      globals: globals.browser,
+    },
+  },
+])
diff --git a/chatbot-admin/index.html b/chatbot-admin/index.html
new file mode 100644
index 0000000..41b5d8b
--- /dev/null
+++ b/chatbot-admin/index.html
@@ -0,0 +1,12 @@
+<!doctype html>
+<html lang="en">
+  <head>
+    <meta charset="UTF-8" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" />
+    <title>chatbot-admin</title>
+  </head>
+  <body>
+    <div id="root"></div>
+    <script type="module" src="/src/main.tsx"></script>
+  </body>
+</html>
diff --git a/chatbot-admin/package-lock.json b/chatbot-admin/package-lock.json
new file mode 100644
index 0000000..0d89271
--- /dev/null
+++ b/chatbot-admin/package-lock.json
@@ -0,0 +1,4530 @@
+{
+  "name": "chatbot-admin",
+  "version": "0.0.0",
+  "lockfileVersion": 3,
+  "requires": true,
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diff --git a/chatbot-admin/package.json b/chatbot-admin/package.json
new file mode 100644
index 0000000..30c7330
--- /dev/null
+++ b/chatbot-admin/package.json
@@ -0,0 +1,36 @@
+{
+  "name": "chatbot-admin",
+  "private": true,
+  "version": "0.0.0",
+  "type": "module",
+  "scripts": {
+    "dev": "vite",
+    "build": "tsc -b && vite build",
+    "lint": "eslint .",
+    "preview": "vite preview"
+  },
+  "dependencies": {
+    "@emotion/react": "^11.14.0",
+    "@emotion/styled": "^11.14.1",
+    "@mui/icons-material": "^7.3.5",
+    "@mui/material": "^7.3.5",
+    "@mui/x-data-grid": "^8.18.0",
+    "axios": "^1.13.2",
+    "react": "^19.2.0",
+    "react-dom": "^19.2.0"
+  },
+  "devDependencies": {
+    "@eslint/js": "^9.39.1",
+    "@types/node": "^24.10.0",
+    "@types/react": "^19.2.2",
+    "@types/react-dom": "^19.2.2",
+    "@vitejs/plugin-react": "^5.1.0",
+    "eslint": "^9.39.1",
+    "eslint-plugin-react-hooks": "^7.0.1",
+    "eslint-plugin-react-refresh": "^0.4.24",
+    "globals": "^16.5.0",
+    "typescript": "~5.9.3",
+    "typescript-eslint": "^8.46.3",
+    "vite": "^7.2.2"
+  }
+}
diff --git a/chatbot-admin/src/App.css b/chatbot-admin/src/App.css
new file mode 100644
index 0000000..b7f0e79
--- /dev/null
+++ b/chatbot-admin/src/App.css
@@ -0,0 +1,6 @@
+#root {
+  width: 100%;
+  margin: 0;
+  padding: 0;
+  text-align: left;
+}
\ No newline at end of file
diff --git a/chatbot-admin/src/App.tsx b/chatbot-admin/src/App.tsx
new file mode 100644
index 0000000..6f52d57
--- /dev/null
+++ b/chatbot-admin/src/App.tsx
@@ -0,0 +1,40 @@
+// src/App.tsx
+import { useState, useEffect } from 'react';
+import AdminPanel from './components/AdminPanel'; 
+import Login from './components/Login';
+import { CssBaseline, ThemeProvider, createTheme } from '@mui/material';
+
+const darkTheme = createTheme({
+  palette: {
+    mode: 'dark',
+  },
+});
+
+function App() {
+  const [token, setToken] = useState<string | null>(localStorage.getItem('jwt_token'));
+
+  useEffect(() => {
+    if (token) {
+      localStorage.setItem('jwt_token', token);
+    } else {
+      localStorage.removeItem('jwt_token');
+    }
+  }, [token]);
+
+  const handleLogout = () => {
+    setToken(null);
+  };
+
+  return (
+    <ThemeProvider theme={darkTheme}>
+      <CssBaseline />
+      {token ? (
+        <AdminPanel onLogout={handleLogout} /> 
+      ) : (
+        <Login onLoginSuccess={setToken} />
+      )}
+    </ThemeProvider>
+  );
+}
+
+export default App;
\ No newline at end of file
diff --git a/chatbot-admin/src/api/apiClient.ts b/chatbot-admin/src/api/apiClient.ts
new file mode 100644
index 0000000..1405550
--- /dev/null
+++ b/chatbot-admin/src/api/apiClient.ts
@@ -0,0 +1,27 @@
+// src/api/apiClient.ts
+import axios from 'axios';
+
+// Creamos la instancia de Axios
+const apiClient = axios.create({
+  // Es una buena práctica establecer la URL base aquí
+  baseURL: import.meta.env.VITE_API_BASE_URL
+});
+
+// Añadimos el interceptor para inyectar el token JWT en cada petición
+apiClient.interceptors.request.use(
+  (config) => {
+    const token = localStorage.getItem('jwt_token');
+    if (token) {
+      // Aseguramos que la cabecera de autorización se establezca correctamente
+      config.headers.Authorization = `Bearer ${token}`;
+    }
+    return config;
+  },
+  (error) => {
+    // Manejamos errores en la configuración de la petición
+    return Promise.reject(error);
+  }
+);
+
+// Exportamos la instancia configurada para que otros archivos puedan usarla
+export default apiClient;
\ No newline at end of file
diff --git a/chatbot-admin/src/components/AdminPanel.tsx b/chatbot-admin/src/components/AdminPanel.tsx
new file mode 100644
index 0000000..b524fc7
--- /dev/null
+++ b/chatbot-admin/src/components/AdminPanel.tsx
@@ -0,0 +1,46 @@
+// src/components/AdminPanel.tsx
+import React, { useState } from 'react';
+import { Box, Typography, AppBar, Toolbar, IconButton, Tabs, Tab } from '@mui/material';
+import LogoutIcon from '@mui/icons-material/Logout';
+
+// Importamos los dos componentes que mostraremos en las pestañas
+import ContextManager from './ContextManager'; // Renombraremos el AdminPanel original
+import LogsViewer from './LogsViewer';
+
+interface AdminPanelProps {
+  onLogout: () => void;
+}
+
+// El componente se convierte en un contenedor con pestañas
+const AdminPanel: React.FC<AdminPanelProps> = ({ onLogout }) => {
+  const [currentTab, setCurrentTab] = useState(0);
+
+  const handleTabChange = (_event: React.SyntheticEvent, newValue: number) => {
+    setCurrentTab(newValue);
+  };
+
+  return (
+    <Box>
+      <AppBar position="static">
+        <Toolbar>
+          <Typography variant="h6" component="div" sx={{ flexGrow: 1 }}>
+            Panel de Administración del Chatbot
+          </Typography>
+          <IconButton color="inherit" onClick={onLogout} aria-label="Cerrar sesión">
+            <LogoutIcon />
+          </IconButton>
+        </Toolbar>
+        <Tabs value={currentTab} onChange={handleTabChange} textColor="inherit" indicatorColor="secondary">
+          <Tab label="Gestor de Contexto" />
+          <Tab label="Historial de Conversaciones" />
+        </Tabs>
+      </AppBar>
+      
+      {/* Mostramos el componente correspondiente a la pestaña activa */}
+      {currentTab === 0 && <ContextManager onAuthError={onLogout} />}
+      {currentTab === 1 && <LogsViewer onAuthError={onLogout} />}
+    </Box>
+  );
+};
+
+export default AdminPanel;
\ No newline at end of file
diff --git a/chatbot-admin/src/components/ContextManager.tsx b/chatbot-admin/src/components/ContextManager.tsx
new file mode 100644
index 0000000..4311ee5
--- /dev/null
+++ b/chatbot-admin/src/components/ContextManager.tsx
@@ -0,0 +1,213 @@
+// src/components/AdminPanel.tsx
+import React, { useState, useEffect, useCallback } from 'react';
+import axios from 'axios';
+import { DataGrid, GridActionsCellItem } from '@mui/x-data-grid';
+import type { GridColDef } from '@mui/x-data-grid';
+import { Box, Button, Dialog, DialogActions, DialogContent, DialogTitle, Alert, DialogContentText, TextField } from '@mui/material';
+import EditIcon from '@mui/icons-material/Edit';
+import DeleteIcon from '@mui/icons-material/Delete';
+import AddIcon from '@mui/icons-material/Add';
+import apiClient from '../api/apiClient';
+
+interface ContextoItem {
+  id: number;
+  clave: string;
+  valor: string;
+  descripcion: string;
+  fechaActualizacion: string;
+}
+
+interface ContextManagerProps {
+  onAuthError: () => void;
+}
+
+const ContextManager: React.FC<ContextManagerProps> = ({ onAuthError }) => {
+  const [rows, setRows] = useState<ContextoItem[]>([]);
+  const [open, setOpen] = useState(false);
+  const [isEdit, setIsEdit] = useState(false);
+  const [currentRow, setCurrentRow] = useState<Partial<ContextoItem>>({});
+  const [error, setError] = useState<string | null>(null);
+
+  // Estado para el diálogo de confirmación de borrado
+  const [confirmOpen, setConfirmOpen] = useState(false);
+  const [itemToDelete, setItemToDelete] = useState<number | null>(null);
+
+  const fetchData = useCallback(async () => {
+    try {
+      const response = await apiClient.get('/api/admin/contexto');
+      setRows(response.data);
+    } catch (err) {
+      setError('No se pudieron cargar los datos.');
+      if (axios.isAxiosError(err) && err.response?.status === 401) {
+        onAuthError();
+      }
+    }
+  }, [onAuthError]);
+
+  useEffect(() => {
+    fetchData();
+  }, [fetchData]);
+
+  const handleOpen = (item?: ContextoItem) => {
+    if (item) {
+      setIsEdit(true);
+      setCurrentRow(item);
+    } else {
+      setIsEdit(false);
+      setCurrentRow({ clave: '', valor: '', descripcion: '' });
+    }
+    setOpen(true);
+  };
+
+  const handleClose = () => {
+    setOpen(false);
+  };
+
+  const handleSave = async () => {
+    try {
+      if (isEdit) {
+        await apiClient.put(`/api/admin/contexto/${currentRow.id}`, currentRow);
+      } else {
+        await apiClient.post('/api/admin/contexto', currentRow);
+      }
+      fetchData();
+      handleClose();
+    } catch (err) {
+      setError('Error al guardar el item.');
+    }
+  };
+
+  // Abre el diálogo de confirmación
+  const handleDeleteClick = (id: number) => {
+    setItemToDelete(id);
+    setConfirmOpen(true);
+  };
+
+  // Cierra el diálogo de confirmación
+  const handleConfirmClose = () => {
+    setConfirmOpen(false);
+    setItemToDelete(null);
+  };
+
+  // Ejecuta la eliminación si se confirma
+  const handleConfirmDelete = async () => {
+    if (itemToDelete !== null) {
+      try {
+        await apiClient.delete(`/api/admin/contexto/${itemToDelete}`);
+        fetchData();
+      } catch (err) {
+        setError('Error al eliminar el item.');
+      } finally {
+        handleConfirmClose();
+      }
+    }
+  };
+
+  const columns: GridColDef[] = [
+    { field: 'clave', headerName: 'Clave', width: 200 },
+    { field: 'valor', headerName: 'Valor', width: 350 },
+    { field: 'descripcion', headerName: 'Descripción', flex: 1 },
+    {
+      field: 'fechaActualizacion',
+      headerName: 'Última Actualización',
+      width: 200,
+      valueGetter: (value) => new Date(value).toLocaleString(),
+    },
+    {
+      field: 'actions',
+      type: 'actions',
+      width: 100,
+      getActions: (params) => [
+        <GridActionsCellItem
+          icon={<EditIcon />}
+          label="Editar"
+          onClick={() => handleOpen(params.row as ContextoItem)}
+        />,
+        <GridActionsCellItem
+          icon={<DeleteIcon />}
+          label="Eliminar"
+          // Llama a la función que abre el diálogo
+          onClick={() => handleDeleteClick(params.id as number)}
+        />,
+      ],
+    },
+  ];
+
+  return (
+    <Box sx={{ p: 4 }}>
+      {error && <Alert severity="error" sx={{ mb: 2 }}>{error}</Alert>}
+      <Button startIcon={<AddIcon />} variant="contained" onClick={() => handleOpen()} sx={{ mb: 1 }}>
+        Añadir Nuevo Item
+      </Button>
+      <Box sx={{ height: 600, width: '100%' }}>
+        <DataGrid rows={rows} columns={columns} pageSizeOptions={[10, 25, 50, 100]} />
+      </Box>
+      <Box sx={{ p: 4 }}>
+        {error && <Alert severity="error" sx={{ mb: 2 }}>{error}</Alert>}
+        <Button startIcon={<AddIcon />} variant="contained" onClick={() => handleOpen()} sx={{ mb: 1 }}>
+          Añadir Nuevo Item
+        </Button>
+        <Box sx={{ height: 600, width: '100%' }}>
+          <DataGrid rows={rows} columns={columns} pageSizeOptions={[10, 25, 50, 100]} />
+        </Box>
+
+        {/* --- DIÁLOGO DE EDICIÓN/CREACIÓN --- */}
+        <Dialog open={open} onClose={handleClose} fullWidth maxWidth="sm">
+          <DialogTitle>{isEdit ? 'Editar Item' : 'Añadir Nuevo Item'}</DialogTitle>
+          <DialogContent>
+            <TextField
+              margin="dense"
+              label="Clave"
+              fullWidth
+              value={currentRow.clave || ''}
+              disabled={isEdit} // La clave no se puede editar una vez creada
+              onChange={(e) => setCurrentRow({ ...currentRow, clave: e.target.value })}
+              helperText={!isEdit ? "Esta clave no se podrá modificar en el futuro." : ""}
+            />
+            <TextField
+              margin="dense"
+              label="Valor"
+              fullWidth
+              multiline
+              rows={4}
+              value={currentRow.valor || ''}
+              onChange={(e) => setCurrentRow({ ...currentRow, valor: e.target.value })}
+            />
+            <TextField
+              margin="dense"
+              label="Descripción"
+              fullWidth
+              value={currentRow.descripcion || ''}
+              onChange={(e) => setCurrentRow({ ...currentRow, descripcion: e.target.value })}
+            />
+          </DialogContent>
+          <DialogActions>
+            <Button onClick={handleClose}>Cancelar</Button>
+            <Button onClick={handleSave} variant="contained">Guardar</Button>
+          </DialogActions>
+        </Dialog>
+
+        {/* --- DIÁLOGO DE CONFIRMACIÓN DE BORRADO --- */}
+        <Dialog
+          open={confirmOpen}
+          onClose={handleConfirmClose}
+        >
+          <DialogTitle>Confirmar Eliminación</DialogTitle>
+          <DialogContent>
+            <DialogContentText>
+              ¿Estás seguro de que quieres eliminar este item? Esta acción no se puede deshacer.
+            </DialogContentText>
+          </DialogContent>
+          <DialogActions>
+            <Button onClick={handleConfirmClose}>Cancelar</Button>
+            <Button onClick={handleConfirmDelete} color="error" variant="contained">
+              Eliminar
+            </Button>
+          </DialogActions>
+        </Dialog>
+      </Box>
+    </Box>
+  );
+};
+
+export default ContextManager;
\ No newline at end of file
diff --git a/chatbot-admin/src/components/Login.tsx b/chatbot-admin/src/components/Login.tsx
new file mode 100644
index 0000000..f6fc235
--- /dev/null
+++ b/chatbot-admin/src/components/Login.tsx
@@ -0,0 +1,81 @@
+// src/components/Login.tsx
+import React from 'react';
+import { Box, Button, TextField, Typography, Paper, Alert } from '@mui/material';
+
+interface LoginProps {
+  onLoginSuccess: (token: string) => void;
+}
+
+const Login: React.FC<LoginProps> = ({ onLoginSuccess }) => {
+  const [username, setUsername] = React.useState('');
+  const [password, setPassword] = React.useState('');
+  const [error, setError] = React.useState('');
+
+  const handleLogin = async (event: React.FormEvent) => {
+    event.preventDefault();
+    setError('');
+
+    try {
+      // Usamos la variable de entorno para la URL de la API
+      const response = await fetch(`${import.meta.env.VITE_API_BASE_URL}/api/auth/login`, {
+        method: 'POST',
+        headers: { 'Content-Type': 'application/json' },
+        body: JSON.stringify({ username, password }),
+      });
+
+      if (response.ok) {
+        const data = await response.json();
+        onLoginSuccess(data.token);
+      } else {
+        setError('Usuario o contraseña incorrectos.');
+      }
+    } catch (err) {
+      setError('No se pudo conectar con el servidor. Inténtalo de nuevo más tarde.');
+    }
+  };
+
+  return (
+    <Box sx={{ display: 'flex', justifyContent: 'center', alignItems: 'center', height: '100vh' }}>
+      <Paper elevation={6} sx={{ padding: 4, width: '100%', maxWidth: 400 }}>
+        <Typography variant="h4" component="h1" gutterBottom textAlign="center">
+          Iniciar Sesión
+        </Typography>
+        <Typography variant="body2" textAlign="center" sx={{ mb: 3 }}>
+          Gestor de Contexto del Chatbot
+        </Typography>
+        <form onSubmit={handleLogin}>
+          <TextField
+            label="Usuario"
+            variant="outlined"
+            fullWidth
+            margin="normal"
+            value={username}
+            onChange={(e) => setUsername(e.target.value)}
+            autoFocus
+          />
+          <TextField
+            label="Contraseña"
+            type="password"
+            variant="outlined"
+            fullWidth
+            margin="normal"
+            value={password}
+            onChange={(e) => setPassword(e.target.value)}
+          />
+          {error && <Alert severity="error" sx={{ mt: 2 }}>{error}</Alert>}
+          <Button
+            type="submit"
+            variant="contained"
+            fullWidth
+            size="large"
+            sx={{ mt: 3 }}
+          >
+            Entrar
+          </Button>
+        </form>
+      </Paper>
+    </Box>
+  );
+};
+
+export default Login;
\ No newline at end of file
diff --git a/chatbot-admin/src/components/LogsViewer.tsx b/chatbot-admin/src/components/LogsViewer.tsx
new file mode 100644
index 0000000..f4c62ab
--- /dev/null
+++ b/chatbot-admin/src/components/LogsViewer.tsx
@@ -0,0 +1,72 @@
+// src/components/LogsViewer.tsx
+import React, { useState, useEffect, useCallback } from 'react';
+import axios from 'axios';
+import { DataGrid, type GridColDef } from '@mui/x-data-grid';
+import { Box, Typography, Alert } from '@mui/material';
+import apiClient from '../api/apiClient';
+
+interface ConversacionLog {
+  id: number;
+  usuarioMensaje: string;
+  botRespuesta: string;
+  fecha: string;
+}
+
+interface LogsViewerProps {
+  onAuthError: () => void; // Función para desloguear si el token es inválido
+}
+
+const LogsViewer: React.FC<LogsViewerProps> = ({ onAuthError }) => {
+  const [logs, setLogs] = useState<ConversacionLog[]>([]);
+  const [error, setError] = useState<string | null>(null);
+
+  const fetchLogs = useCallback(async () => {
+    try {
+      const response = await apiClient.get('/api/admin/logs');
+      setLogs(response.data);
+    } catch (err) {
+      setError('No se pudieron cargar los logs.');
+      if (axios.isAxiosError(err) && err.response?.status === 401) {
+        onAuthError(); // Llamamos a la función de logout si hay un error de autenticación
+      }
+    }
+  }, [onAuthError]);
+
+  useEffect(() => {
+    fetchLogs();
+  }, [fetchLogs]);
+
+  const columns: GridColDef[] = [
+    {
+      field: 'fecha',
+      headerName: 'Fecha',
+      width: 200,
+      valueGetter: (value) => new Date(value).toLocaleString(),
+    },
+    { field: 'usuarioMensaje', headerName: 'Mensaje del Usuario', flex: 1 },
+    { field: 'botRespuesta', headerName: 'Respuesta del Bot', flex: 1 },
+  ];
+
+  return (
+    <Box sx={{ p: 4 }}>
+      <Typography variant="h4" gutterBottom>
+        Historial de Conversaciones
+      </Typography>
+      {error && <Alert severity="error" sx={{ mb: 2 }}>{error}</Alert>}
+      <Box sx={{ height: 700, width: '100%' }}>
+        <DataGrid
+          rows={logs}
+          columns={columns}
+          pageSizeOptions={[25, 50, 100]}
+          initialState={{
+            sorting: {
+              sortModel: [{ field: 'fecha', sort: 'desc' }],
+            },
+          }}
+        />
+      </Box>
+    </Box>
+  );
+};
+
+export default LogsViewer;
\ No newline at end of file
diff --git a/chatbot-admin/src/index.css b/chatbot-admin/src/index.css
new file mode 100644
index 0000000..fb92a9f
--- /dev/null
+++ b/chatbot-admin/src/index.css
@@ -0,0 +1,66 @@
+:root {
+  font-family: system-ui, Avenir, Helvetica, Arial, sans-serif;
+  line-height: 1.5;
+  font-weight: 400;
+
+  color-scheme: light dark;
+  color: rgba(255, 255, 255, 0.87);
+  background-color: #242424;
+
+  font-synthesis: none;
+  text-rendering: optimizeLegibility;
+  -webkit-font-smoothing: antialiased;
+  -moz-osx-font-smoothing: grayscale;
+}
+
+a {
+  font-weight: 500;
+  color: #646cff;
+  text-decoration: inherit;
+}
+a:hover {
+  color: #535bf2;
+}
+
+body {
+  margin: 0;
+  min-width: 320px;
+  min-height: 100vh;
+}
+
+h1 {
+  font-size: 3.2em;
+  line-height: 1.1;
+}
+
+button {
+  border-radius: 8px;
+  border: 1px solid transparent;
+  padding: 0.6em 1.2em;
+  font-size: 1em;
+  font-weight: 500;
+  font-family: inherit;
+  background-color: #1a1a1a;
+  cursor: pointer;
+  transition: border-color 0.25s;
+}
+button:hover {
+  border-color: #646cff;
+}
+button:focus,
+button:focus-visible {
+  outline: 4px auto -webkit-focus-ring-color;
+}
+
+@media (prefers-color-scheme: light) {
+  :root {
+    color: #213547;
+    background-color: #ffffff;
+  }
+  a:hover {
+    color: #747bff;
+  }
+  button {
+    background-color: #f9f9f9;
+  }
+}
diff --git a/chatbot-admin/src/main.tsx b/chatbot-admin/src/main.tsx
new file mode 100644
index 0000000..bef5202
--- /dev/null
+++ b/chatbot-admin/src/main.tsx
@@ -0,0 +1,10 @@
+import { StrictMode } from 'react'
+import { createRoot } from 'react-dom/client'
+import './index.css'
+import App from './App.tsx'
+
+createRoot(document.getElementById('root')!).render(
+  <StrictMode>
+    <App />
+  </StrictMode>,
+)
diff --git a/chatbot-admin/tsconfig.app.json b/chatbot-admin/tsconfig.app.json
new file mode 100644
index 0000000..a9b5a59
--- /dev/null
+++ b/chatbot-admin/tsconfig.app.json
@@ -0,0 +1,28 @@
+{
+  "compilerOptions": {
+    "tsBuildInfoFile": "./node_modules/.tmp/tsconfig.app.tsbuildinfo",
+    "target": "ES2022",
+    "useDefineForClassFields": true,
+    "lib": ["ES2022", "DOM", "DOM.Iterable"],
+    "module": "ESNext",
+    "types": ["vite/client"],
+    "skipLibCheck": true,
+
+    /* Bundler mode */
+    "moduleResolution": "bundler",
+    "allowImportingTsExtensions": true,
+    "verbatimModuleSyntax": true,
+    "moduleDetection": "force",
+    "noEmit": true,
+    "jsx": "react-jsx",
+
+    /* Linting */
+    "strict": true,
+    "noUnusedLocals": true,
+    "noUnusedParameters": true,
+    "erasableSyntaxOnly": true,
+    "noFallthroughCasesInSwitch": true,
+    "noUncheckedSideEffectImports": true
+  },
+  "include": ["src"]
+}
diff --git a/chatbot-admin/tsconfig.json b/chatbot-admin/tsconfig.json
new file mode 100644
index 0000000..1ffef60
--- /dev/null
+++ b/chatbot-admin/tsconfig.json
@@ -0,0 +1,7 @@
+{
+  "files": [],
+  "references": [
+    { "path": "./tsconfig.app.json" },
+    { "path": "./tsconfig.node.json" }
+  ]
+}
diff --git a/chatbot-admin/tsconfig.node.json b/chatbot-admin/tsconfig.node.json
new file mode 100644
index 0000000..8a67f62
--- /dev/null
+++ b/chatbot-admin/tsconfig.node.json
@@ -0,0 +1,26 @@
+{
+  "compilerOptions": {
+    "tsBuildInfoFile": "./node_modules/.tmp/tsconfig.node.tsbuildinfo",
+    "target": "ES2023",
+    "lib": ["ES2023"],
+    "module": "ESNext",
+    "types": ["node"],
+    "skipLibCheck": true,
+
+    /* Bundler mode */
+    "moduleResolution": "bundler",
+    "allowImportingTsExtensions": true,
+    "verbatimModuleSyntax": true,
+    "moduleDetection": "force",
+    "noEmit": true,
+
+    /* Linting */
+    "strict": true,
+    "noUnusedLocals": true,
+    "noUnusedParameters": true,
+    "erasableSyntaxOnly": true,
+    "noFallthroughCasesInSwitch": true,
+    "noUncheckedSideEffectImports": true
+  },
+  "include": ["vite.config.ts"]
+}
diff --git a/chatbot-admin/vite.config.ts b/chatbot-admin/vite.config.ts
new file mode 100644
index 0000000..8b0f57b
--- /dev/null
+++ b/chatbot-admin/vite.config.ts
@@ -0,0 +1,7 @@
+import { defineConfig } from 'vite'
+import react from '@vitejs/plugin-react'
+
+// https://vite.dev/config/
+export default defineConfig({
+  plugins: [react()],
+})
diff --git a/chatbot-widget/.gitignore b/chatbot-widget/.gitignore
new file mode 100644
index 0000000..a547bf3
--- /dev/null
+++ b/chatbot-widget/.gitignore
@@ -0,0 +1,24 @@
+# Logs
+logs
+*.log
+npm-debug.log*
+yarn-debug.log*
+yarn-error.log*
+pnpm-debug.log*
+lerna-debug.log*
+
+node_modules
+dist
+dist-ssr
+*.local
+
+# Editor directories and files
+.vscode/*
+!.vscode/extensions.json
+.idea
+.DS_Store
+*.suo
+*.ntvs*
+*.njsproj
+*.sln
+*.sw?
diff --git a/chatbot-widget/README.md b/chatbot-widget/README.md
new file mode 100644
index 0000000..d2e7761
--- /dev/null
+++ b/chatbot-widget/README.md
@@ -0,0 +1,73 @@
+# React + TypeScript + Vite
+
+This template provides a minimal setup to get React working in Vite with HMR and some ESLint rules.
+
+Currently, two official plugins are available:
+
+- [@vitejs/plugin-react](https://github.com/vitejs/vite-plugin-react/blob/main/packages/plugin-react) uses [Babel](https://babeljs.io/) (or [oxc](https://oxc.rs) when used in [rolldown-vite](https://vite.dev/guide/rolldown)) for Fast Refresh
+- [@vitejs/plugin-react-swc](https://github.com/vitejs/vite-plugin-react/blob/main/packages/plugin-react-swc) uses [SWC](https://swc.rs/) for Fast Refresh
+
+## React Compiler
+
+The React Compiler is not enabled on this template because of its impact on dev & build performances. To add it, see [this documentation](https://react.dev/learn/react-compiler/installation).
+
+## Expanding the ESLint configuration
+
+If you are developing a production application, we recommend updating the configuration to enable type-aware lint rules:
+
+```js
+export default defineConfig([
+  globalIgnores(['dist']),
+  {
+    files: ['**/*.{ts,tsx}'],
+    extends: [
+      // Other configs...
+
+      // Remove tseslint.configs.recommended and replace with this
+      tseslint.configs.recommendedTypeChecked,
+      // Alternatively, use this for stricter rules
+      tseslint.configs.strictTypeChecked,
+      // Optionally, add this for stylistic rules
+      tseslint.configs.stylisticTypeChecked,
+
+      // Other configs...
+    ],
+    languageOptions: {
+      parserOptions: {
+        project: ['./tsconfig.node.json', './tsconfig.app.json'],
+        tsconfigRootDir: import.meta.dirname,
+      },
+      // other options...
+    },
+  },
+])
+```
+
+You can also install [eslint-plugin-react-x](https://github.com/Rel1cx/eslint-react/tree/main/packages/plugins/eslint-plugin-react-x) and [eslint-plugin-react-dom](https://github.com/Rel1cx/eslint-react/tree/main/packages/plugins/eslint-plugin-react-dom) for React-specific lint rules:
+
+```js
+// eslint.config.js
+import reactX from 'eslint-plugin-react-x'
+import reactDom from 'eslint-plugin-react-dom'
+
+export default defineConfig([
+  globalIgnores(['dist']),
+  {
+    files: ['**/*.{ts,tsx}'],
+    extends: [
+      // Other configs...
+      // Enable lint rules for React
+      reactX.configs['recommended-typescript'],
+      // Enable lint rules for React DOM
+      reactDom.configs.recommended,
+    ],
+    languageOptions: {
+      parserOptions: {
+        project: ['./tsconfig.node.json', './tsconfig.app.json'],
+        tsconfigRootDir: import.meta.dirname,
+      },
+      // other options...
+    },
+  },
+])
+```
diff --git a/chatbot-widget/eslint.config.js b/chatbot-widget/eslint.config.js
new file mode 100644
index 0000000..5e6b472
--- /dev/null
+++ b/chatbot-widget/eslint.config.js
@@ -0,0 +1,23 @@
+import js from '@eslint/js'
+import globals from 'globals'
+import reactHooks from 'eslint-plugin-react-hooks'
+import reactRefresh from 'eslint-plugin-react-refresh'
+import tseslint from 'typescript-eslint'
+import { defineConfig, globalIgnores } from 'eslint/config'
+
+export default defineConfig([
+  globalIgnores(['dist']),
+  {
+    files: ['**/*.{ts,tsx}'],
+    extends: [
+      js.configs.recommended,
+      tseslint.configs.recommended,
+      reactHooks.configs.flat.recommended,
+      reactRefresh.configs.vite,
+    ],
+    languageOptions: {
+      ecmaVersion: 2020,
+      globals: globals.browser,
+    },
+  },
+])
diff --git a/chatbot-widget/index.html b/chatbot-widget/index.html
new file mode 100644
index 0000000..831cfd8
--- /dev/null
+++ b/chatbot-widget/index.html
@@ -0,0 +1,13 @@
+<!doctype html>
+<html lang="en">
+  <head>
+    <meta charset="UTF-8" />
+    <link href="https://fonts.googleapis.com/icon?family=Material+Icons" rel="stylesheet">
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" />
+    <title>chatbot-widget</title>
+  </head>
+  <body>
+    <div id="root"></div>
+    <script type="module" src="/src/main.tsx"></script>
+  </body>
+</html>
diff --git a/chatbot-widget/package-lock.json b/chatbot-widget/package-lock.json
new file mode 100644
index 0000000..df46440
--- /dev/null
+++ b/chatbot-widget/package-lock.json
@@ -0,0 +1,4672 @@
+{
+  "name": "chatbot-widget",
+  "version": "0.0.0",
+  "lockfileVersion": 3,
+  "requires": true,
+  "packages": {
+    "": {
+      "name": "chatbot-widget",
+      "version": "0.0.0",
+      "dependencies": {
+        "react": "^19.2.0",
+        "react-dom": "^19.2.0",
+        "react-markdown": "^10.1.0",
+        "rehype-sanitize": "^6.0.0"
+      },
+      "devDependencies": {
+        "@eslint/js": "^9.39.1",
+        "@types/node": "^24.10.0",
+        "@types/react": "^19.2.2",
+        "@types/react-dom": "^19.2.2",
+        "@vitejs/plugin-react": "^5.1.0",
+        "eslint": "^9.39.1",
+        "eslint-plugin-react-hooks": "^7.0.1",
+        "eslint-plugin-react-refresh": "^0.4.24",
+        "globals": "^16.5.0",
+        "typescript": "~5.9.3",
+        "typescript-eslint": "^8.46.3",
+        "vite": "^7.2.2"
+      }
+    },
+    "node_modules/@babel/code-frame": {
+      "version": "7.27.1",
+      "resolved": "https://registry.npmjs.org/@babel/code-frame/-/code-frame-7.27.1.tgz",
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+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "@babel/helper-validator-identifier": "^7.27.1",
+        "js-tokens": "^4.0.0",
+        "picocolors": "^1.1.1"
+      },
+      "engines": {
+        "node": ">=6.9.0"
+      }
+    },
+    "node_modules/@babel/compat-data": {
+      "version": "7.28.5",
+      "resolved": "https://registry.npmjs.org/@babel/compat-data/-/compat-data-7.28.5.tgz",
+      "integrity": "sha512-6uFXyCayocRbqhZOB+6XcuZbkMNimwfVGFji8CTZnCzOHVGvDqzvitu1re2AU5LROliz7eQPhB8CpAMvnx9EjA==",
+      "dev": true,
+      "license": "MIT",
+      "engines": {
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+      }
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+    "node_modules/@babel/core": {
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+      "resolved": "https://registry.npmjs.org/@babel/core/-/core-7.28.5.tgz",
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+      "dev": true,
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+        "@babel/helpers": "^7.28.4",
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+        "@babel/template": "^7.27.2",
+        "@babel/traverse": "^7.28.5",
+        "@babel/types": "^7.28.5",
+        "@jridgewell/remapping": "^2.3.5",
+        "convert-source-map": "^2.0.0",
+        "debug": "^4.1.0",
+        "gensync": "^1.0.0-beta.2",
+        "json5": "^2.2.3",
+        "semver": "^6.3.1"
+      },
+      "engines": {
+        "node": ">=6.9.0"
+      },
+      "funding": {
+        "type": "opencollective",
+        "url": "https://opencollective.com/babel"
+      }
+    },
+    "node_modules/@babel/generator": {
+      "version": "7.28.5",
+      "resolved": "https://registry.npmjs.org/@babel/generator/-/generator-7.28.5.tgz",
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+        "jsesc": "^3.0.2"
+      },
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+      },
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+      },
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+}
diff --git a/chatbot-widget/package.json b/chatbot-widget/package.json
new file mode 100644
index 0000000..a6b4388
--- /dev/null
+++ b/chatbot-widget/package.json
@@ -0,0 +1,32 @@
+{
+  "name": "chatbot-widget",
+  "private": true,
+  "version": "0.0.0",
+  "type": "module",
+  "scripts": {
+    "dev": "vite",
+    "build": "tsc -b && vite build",
+    "lint": "eslint .",
+    "preview": "vite preview"
+  },
+  "dependencies": {
+    "react": "^19.2.0",
+    "react-dom": "^19.2.0",
+    "react-markdown": "^10.1.0",
+    "rehype-sanitize": "^6.0.0"
+  },
+  "devDependencies": {
+    "@eslint/js": "^9.39.1",
+    "@types/node": "^24.10.0",
+    "@types/react": "^19.2.2",
+    "@types/react-dom": "^19.2.2",
+    "@vitejs/plugin-react": "^5.1.0",
+    "eslint": "^9.39.1",
+    "eslint-plugin-react-hooks": "^7.0.1",
+    "eslint-plugin-react-refresh": "^0.4.24",
+    "globals": "^16.5.0",
+    "typescript": "~5.9.3",
+    "typescript-eslint": "^8.46.3",
+    "vite": "^7.2.2"
+  }
+}
diff --git a/chatbot-widget/src/App.css b/chatbot-widget/src/App.css
new file mode 100644
index 0000000..e69de29
diff --git a/chatbot-widget/src/App.tsx b/chatbot-widget/src/App.tsx
new file mode 100644
index 0000000..f204592
--- /dev/null
+++ b/chatbot-widget/src/App.tsx
@@ -0,0 +1,17 @@
+import Chatbot from './components/Chatbot';
+import './App.css';
+
+function App() {
+  return (
+    <div className="App">
+      {/* El contenido de la página web iría aquí */}
+      <h1>Página de ejemplo de El Día</h1>
+      <p>Este es un contenido de demostración para el sitio.</p>
+      
+      {/* Aquí integramos nuestro widget de chatbot */}
+      <Chatbot />
+    </div>
+  );
+}
+
+export default App;
\ No newline at end of file
diff --git a/chatbot-widget/src/components/Chatbot.css b/chatbot-widget/src/components/Chatbot.css
new file mode 100644
index 0000000..614e531
--- /dev/null
+++ b/chatbot-widget/src/components/Chatbot.css
@@ -0,0 +1,140 @@
+/* Estilos para la burbuja flotante del chat */
+.chat-bubble {
+  position: fixed;
+  bottom: 25px;
+  right: 25px;
+  background-color: #007bff;
+  color: white;
+  width: 60px;
+  height: 60px;
+  border-radius: 50%;
+  display: flex;
+  align-items: center;
+  justify-content: center;
+  font-size: 28px;
+  cursor: pointer;
+  box-shadow: 0 4px 8px rgba(0, 0, 0, 0.2);
+  transition: transform 0.2s ease-in-out;
+}
+
+.chat-bubble:hover {
+  transform: scale(1.1);
+}
+
+/* Estilos para la ventana del chat */
+.chat-window {
+  position: fixed;
+  bottom: 100px;
+  right: 25px;
+  width: 350px;
+  height: 500px;
+  background-color: white;
+  border-radius: 15px;
+  box-shadow: 0 5px 15px rgba(0, 0, 0, 0.3);
+  display: flex;
+  flex-direction: column;
+  overflow: hidden;
+  transition: opacity 0.3s, transform 0.3s;
+}
+
+/* Estilos para el encabezado del chat */
+.chat-header {
+background-color: #007bff;
+color: white;
+padding: 15px;
+font-weight: bold;
+display: flex;
+justify-content: space-between;
+align-items: center;
+}
+.chat-header .close-button {
+background: none;
+border: none;
+color: white;
+font-size: 24px;
+font-weight: bold;
+cursor: pointer;
+padding: 0;
+line-height: 1;
+}
+.chat-header .close-button:hover {
+opacity: 0.8;
+}
+
+/* Contenedor de mensajes */
+.messages-container {
+  flex-grow: 1;
+  padding: 15px;
+  overflow-y: auto;
+  display: flex;
+  flex-direction: column;
+  background-color: #f4f4f4;
+}
+
+/* Estilos individuales de los mensajes */
+.message {
+  padding: 10px 15px;
+  border-radius: 20px;
+  margin-bottom: 10px;
+  max-width: 80%;
+  line-height: 1.4;
+}
+
+.message.user {
+  background-color: #007bff;
+  color: white;
+  align-self: flex-end;
+}
+
+.message.bot {
+  background-color: #e9e9eb;
+  color: #333;
+  align-self: flex-start;
+}
+
+/* Formulario de entrada de texto */
+.input-form {
+  display: flex;
+  padding: 10px;
+  border-top: 1px solid #ccc;
+}
+
+.input-form input {
+  flex-grow: 1;
+  border: 1px solid #ddd;
+  padding: 10px;
+  border-radius: 20px;
+  margin-right: 10px;
+  outline: none;
+}
+
+.input-form button {
+  background-color: #007bff;
+  color: white;
+  border: none;
+  border-radius: 50%;
+  width: 40px;
+  height: 40px;
+  font-size: 18px;
+  cursor: pointer;
+}
+
+.input-container {
+  position: relative;
+  flex-grow: 1;
+  display: flex;
+  flex-direction: column;
+}
+
+.input-container input {
+  padding-right: 8px; /* Espacio para que no se solape con el botón */
+  width: calc(100% - 28px); /* Ajuste del ancho del input */
+}
+
+.char-counter {
+  font-size: 0.75rem;
+  color: #888;
+  text-align: right;
+  margin-top: 4px;
+  margin-right: 15px;
+}
\ No newline at end of file
diff --git a/chatbot-widget/src/components/Chatbot.tsx b/chatbot-widget/src/components/Chatbot.tsx
new file mode 100644
index 0000000..c8d3343
--- /dev/null
+++ b/chatbot-widget/src/components/Chatbot.tsx
@@ -0,0 +1,203 @@
+// src/components/Chatbot.tsx
+
+import React, { useState, useEffect, useRef } from 'react';
+import ReactMarkdown from 'react-markdown';
+import rehypeSanitize from 'rehype-sanitize';
+import './Chatbot.css';
+
+interface Message {
+  text: string;
+  sender: 'user' | 'bot';
+}
+
+const MAX_CHARS = 200;
+// Constante para la clave del localStorage
+const CHAT_HISTORY_KEY = 'chatbot-history';
+
+const Chatbot: React.FC = () => {
+  const [isOpen, setIsOpen] = useState(false);
+  const [messages, setMessages] = useState<Message[]>(() => {
+    try {
+      // 1. Intentamos obtener el historial guardado.
+      const savedHistory = localStorage.getItem(CHAT_HISTORY_KEY);
+      if (savedHistory) {
+        // 2. Si existe, lo parseamos y lo devolvemos para usarlo como estado inicial.
+        return JSON.parse(savedHistory);
+      }
+    } catch (error) {
+      console.error("No se pudo cargar el historial del chat desde localStorage:", error);
+    }
+    // 3. Si no hay nada guardado o hay un error, devolvemos el estado por defecto.
+    return [{ text: '¡Hola! Soy tu asistente virtual. ¿En qué puedo ayudarte hoy?', sender: 'bot' }];
+  });
+
+  const [inputValue, setInputValue] = useState('');
+  const [isLoading, setIsLoading] = useState(false);
+  const messagesEndRef = useRef<null | HTMLDivElement>(null);
+
+  // Añadimos un useEffect para guardar los mensajes.
+  useEffect(() => {
+    try {
+      // Cada vez que el array de 'messages' cambie, lo guardamos en localStorage.
+      localStorage.setItem(CHAT_HISTORY_KEY, JSON.stringify(messages));
+    } catch (error) {
+      console.error("No se pudo guardar el historial del chat en localStorage:", error);
+    }
+  }, [messages]);
+
+
+  useEffect(() => {
+    // Solo intentamos hacer scroll si la ventana del chat está abierta.
+    if (isOpen) {
+      // Usamos un pequeño retardo para asegurar que el navegador haya renderizado
+      // completamente la ventana antes de intentar hacer el scroll.
+      // Esto previene problemas si hay animaciones CSS.
+      setTimeout(() => {
+        messagesEndRef.current?.scrollIntoView({ behavior: 'smooth' });
+      }, 50);
+    }
+  }, [messages, isOpen]);
+
+  const toggleChat = () => setIsOpen(!isOpen);
+
+  const handleInputChange = (event: React.ChangeEvent<HTMLInputElement>) => {
+    setInputValue(event.target.value);
+  };
+
+  const handleSendMessage = async (event: React.FormEvent<HTMLFormElement>) => {
+    event.preventDefault();
+    if (inputValue.trim() === '' || isLoading) return;
+
+    const userMessage: Message = { text: inputValue, sender: 'user' };
+    setMessages(prev => [...prev, userMessage]);
+    const messageToSend = inputValue;
+    setInputValue('');
+    setIsLoading(true);
+
+    const botMessagePlaceholder: Message = { text: '', sender: 'bot' };
+    setMessages(prev => [...prev, botMessagePlaceholder]);
+
+    try {
+      const response = await fetch(`${import.meta.env.VITE_API_BASE_URL}/api/chat/stream-message`, {
+        method: 'POST',
+        headers: { 'Content-Type': 'application/json' },
+        body: JSON.stringify({ message: messageToSend }),
+      });
+
+      if (!response.ok || !response.body) {
+        throw new Error('Error en la respuesta del servidor.');
+      }
+
+      const reader = response.body.getReader();
+      const decoder = new TextDecoder();
+      let accumulatedResponse = ''; // Variable para acumular el texto crudo
+
+      const readStream = async () => {
+        while (true) {
+          const { done, value } = await reader.read();
+
+          if (done) {
+            // El stream ha terminado, no hacemos nada más aquí.
+            break;
+          }
+
+          // Acumulamos la respuesta cruda que viene del backend
+          accumulatedResponse += decoder.decode(value);
+
+          try {
+            // Intentamos limpiar la respuesta acumulada
+            // 1. Parseamos como si fuera un array JSON
+            const parsedArray = JSON.parse(accumulatedResponse
+              // Añadimos un corchete de cierre por si el stream se corta a la mitad
+              .replace(/,$/, '') + ']');
+
+            // 2. Unimos los fragmentos del array en un solo texto
+            const cleanText = Array.isArray(parsedArray) ? parsedArray.join('') : accumulatedResponse;
+
+            // 3. Actualizamos el estado con el texto limpio
+            setMessages(prev => {
+              const lastMessage = prev[prev.length - 1];
+              const updatedLastMessage = { ...lastMessage, text: cleanText };
+              return [...prev.slice(0, -1), updatedLastMessage];
+            });
+
+          } catch (e) {
+            // Si hay un error de parseo (porque el JSON aún no está completo),
+            // mostramos el texto sin los caracteres iniciales/finales.
+            const partiallyCleanedText = accumulatedResponse
+              .replace(/^\[?"|"?,"?|"?\]$/g, '')
+              .replace(/","/g, '');
+
+            setMessages(prev => {
+              const lastMessage = prev[prev.length - 1];
+              const updatedLastMessage = { ...lastMessage, text: partiallyCleanedText };
+              return [...prev.slice(0, -1), updatedLastMessage];
+            });
+          }
+        }
+      };
+
+      await readStream();
+
+    } catch (error) {
+      console.error("Error al conectar con la API de streaming:", error);
+      const errorText = error instanceof Error ? error.message : 'Lo siento, no pude conectarme.';
+
+      setMessages(prev => {
+        const lastMessage = prev[prev.length - 1];
+        const updatedLastMessage = { ...lastMessage, text: errorText };
+        return [...prev.slice(0, -1), updatedLastMessage];
+      });
+
+    } finally {
+      setIsLoading(false);
+    }
+  };
+
+  return (
+    <>
+      <div className="chat-bubble" onClick={toggleChat}>
+        <span>{isOpen ? 'X' : '💬'}</span>
+      </div>
+
+      {isOpen && (
+        <div className="chat-window">
+          <div className="chat-header">
+            <span>Asistente Virtual - El Día</span>
+            <button className="close-button" onClick={toggleChat}>&times;</button>
+          </div>
+          <div className="messages-container">
+            {messages.map((msg, index) => (
+              <div key={index} className={`message ${msg.sender}`}>
+                <ReactMarkdown rehypePlugins={[rehypeSanitize]}>
+                  {msg.text.replace(/\\n/g, "\n")}
+                </ReactMarkdown>
+              </div>
+            ))}
+            <div ref={messagesEndRef} />
+          </div>
+          <form className="input-form" onSubmit={handleSendMessage}>
+            <div className="input-container">
+              <input
+                type="text"
+                placeholder={isLoading ? "Esperando respuesta..." : "Escribe tu consulta..."}
+                value={inputValue}
+                onChange={handleInputChange}
+                disabled={isLoading}
+                maxLength={MAX_CHARS}
+              />
+              <div className="char-counter">
+                {inputValue.length} / {MAX_CHARS}
+              </div>
+            </div>
+            <button type="submit" disabled={isLoading}>
+              {isLoading ? '...' : '→'}
+            </button>
+          </form>
+        </div>
+      )}
+    </>
+  );
+};
+
+export default Chatbot;
\ No newline at end of file
diff --git a/chatbot-widget/src/index.css b/chatbot-widget/src/index.css
new file mode 100644
index 0000000..e69de29
diff --git a/chatbot-widget/src/main.tsx b/chatbot-widget/src/main.tsx
new file mode 100644
index 0000000..bef5202
--- /dev/null
+++ b/chatbot-widget/src/main.tsx
@@ -0,0 +1,10 @@
+import { StrictMode } from 'react'
+import { createRoot } from 'react-dom/client'
+import './index.css'
+import App from './App.tsx'
+
+createRoot(document.getElementById('root')!).render(
+  <StrictMode>
+    <App />
+  </StrictMode>,
+)
diff --git a/chatbot-widget/tsconfig.app.json b/chatbot-widget/tsconfig.app.json
new file mode 100644
index 0000000..a9b5a59
--- /dev/null
+++ b/chatbot-widget/tsconfig.app.json
@@ -0,0 +1,28 @@
+{
+  "compilerOptions": {
+    "tsBuildInfoFile": "./node_modules/.tmp/tsconfig.app.tsbuildinfo",
+    "target": "ES2022",
+    "useDefineForClassFields": true,
+    "lib": ["ES2022", "DOM", "DOM.Iterable"],
+    "module": "ESNext",
+    "types": ["vite/client"],
+    "skipLibCheck": true,
+
+    /* Bundler mode */
+    "moduleResolution": "bundler",
+    "allowImportingTsExtensions": true,
+    "verbatimModuleSyntax": true,
+    "moduleDetection": "force",
+    "noEmit": true,
+    "jsx": "react-jsx",
+
+    /* Linting */
+    "strict": true,
+    "noUnusedLocals": true,
+    "noUnusedParameters": true,
+    "erasableSyntaxOnly": true,
+    "noFallthroughCasesInSwitch": true,
+    "noUncheckedSideEffectImports": true
+  },
+  "include": ["src"]
+}
diff --git a/chatbot-widget/tsconfig.json b/chatbot-widget/tsconfig.json
new file mode 100644
index 0000000..1ffef60
--- /dev/null
+++ b/chatbot-widget/tsconfig.json
@@ -0,0 +1,7 @@
+{
+  "files": [],
+  "references": [
+    { "path": "./tsconfig.app.json" },
+    { "path": "./tsconfig.node.json" }
+  ]
+}
diff --git a/chatbot-widget/tsconfig.node.json b/chatbot-widget/tsconfig.node.json
new file mode 100644
index 0000000..8a67f62
--- /dev/null
+++ b/chatbot-widget/tsconfig.node.json
@@ -0,0 +1,26 @@
+{
+  "compilerOptions": {
+    "tsBuildInfoFile": "./node_modules/.tmp/tsconfig.node.tsbuildinfo",
+    "target": "ES2023",
+    "lib": ["ES2023"],
+    "module": "ESNext",
+    "types": ["node"],
+    "skipLibCheck": true,
+
+    /* Bundler mode */
+    "moduleResolution": "bundler",
+    "allowImportingTsExtensions": true,
+    "verbatimModuleSyntax": true,
+    "moduleDetection": "force",
+    "noEmit": true,
+
+    /* Linting */
+    "strict": true,
+    "noUnusedLocals": true,
+    "noUnusedParameters": true,
+    "erasableSyntaxOnly": true,
+    "noFallthroughCasesInSwitch": true,
+    "noUncheckedSideEffectImports": true
+  },
+  "include": ["vite.config.ts"]
+}
diff --git a/chatbot-widget/vite.config.ts b/chatbot-widget/vite.config.ts
new file mode 100644
index 0000000..8b0f57b
--- /dev/null
+++ b/chatbot-widget/vite.config.ts
@@ -0,0 +1,7 @@
+import { defineConfig } from 'vite'
+import react from '@vitejs/plugin-react'
+
+// https://vite.dev/config/
+export default defineConfig({
+  plugins: [react()],
+})
diff --git a/package-lock.json b/package-lock.json
new file mode 100644
index 0000000..b6b7aaa
--- /dev/null
+++ b/package-lock.json
@@ -0,0 +1,6 @@
+{
+  "name": "ChatBot",
+  "lockfileVersion": 3,
+  "requires": true,
+  "packages": {}
+}