Se quitan respuestas amigables

.env.local2

@@ -0,0 +1,4 @@
+VITE_SUPABASE_URL=http://127.0.0.1:54321
+VITE_SUPABASE_ANON_KEY=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpc3MiOiJzdXBhYmFzZSIsInJlZiI6ImV4ZGtzc3Vyem1qbm5oZ3RpYW1hIiwicm9sZSI6ImFub24iLCJpYXQiOjE3NDEzNzg2MzIsImV4cCI6MjA1Njk1NDYzMn0.g1mBmsw-i6F6e-tPv5gWkHZacyPM2Y9X0fiKVYmVYKE
+#VITE_BACK_ORIGIN=http://localhost:3001
+VITE_BACK_ORIGIN=http://localhost:3001

.gitignore

@@ -4,6 +4,6 @@ dist
 dist-ssr
 *.local
 count.txt
-.env
+.env*
 .nitro
 .tanstack

src/components/ai/AIChatModal.jsx

@@ -0,0 +1,627 @@
+import React, { useEffect, useRef, useState } from "react";
+import { supabase } from "@/auth/supabase";
+import ReactMarkdown from "react-markdown";
+
+/* ---------- UI Mocks (sin cambios) ---------- */
+const Paperclip = (props) => (
+  <svg {...props} xmlns="http://www.w3.org/2000/svg" width="24" height="24"
+    viewBox="0 0 24 24" fill="none" stroke="currentColor"
+    strokeWidth="2" strokeLinecap="round" strokeLinejoin="round">
+    <path d="m21.44 11.05-9.19 9.19a6 6 0 0 1-8.49-8.49l9.19-9.19a4 4 0 0 1 5.66 5.66l-9.2 9.19a2 2 0 0 1-2.83-2.83l8.49-8.48"/>
+  </svg>
+);
+
+const Dialog = ({ open, onOpenChange, children }) =>
+  open ? <div className="fixed inset-0 bg-black/50 flex items-center justify-center z-50 p-4" onClick={onOpenChange}>{children}</div> : null;
+const DialogContent = ({ className, children }) =>
+  <div className={`bg-white rounded-xl shadow-2xl transform transition-all max-w-6xl w-[95vw] h-[85vh] p-6 flex flex-col ${className}`}
+    onClick={(e) => e.stopPropagation()}>{children}</div>;
+const DialogHeader = ({ children }) => <div className="pb-4 border-b border-gray-200">{children}</div>;
+const DialogTitle = ({ className, children }) => <h2 className={`text-xl font-bold ${className}`}>{children}</h2>;
+const Button = ({ onClick, disabled, className, variant, children }) => (
+  <button onClick={onClick} disabled={disabled}
+    className={`px-4 py-2 rounded-lg text-sm font-medium transition-colors 
+      ${variant === "outline"
+        ? "bg-white border border-gray-300 text-gray-700 hover:bg-gray-50"
+        : "bg-blue-600 text-white hover:bg-blue-700"}
+      ${disabled ? "opacity-50 cursor-not-allowed" : ""} ${className}`}>
+    {children}
+  </button>
+);
+const Card = ({ className, children }) => <div className={`bg-white rounded-2xl shadow-md ${className}`}>{children}</div>;
+const CardContent = ({ className, children }) => <div className={`p-4 ${className}`}>{children}</div>;
+const ScrollArea = ({ className, children }) => <div className={`overflow-y-auto ${className}`}>{children}</div>;
+
+/* ------------- COMPONENT ------------- */
+export default function AIChatModal({ open, onClose, context, onAccept, plan_format }) {
+  
+  const [vectorStores, setVectorStores] = useState([]);
+  const [vectorFiles, setVectorFiles] = useState([]);             
+  const [selectedVector, setSelectedVector] = useState(null);     
+  const [selectedFiles, setSelectedFiles] = useState([]);         
+
+  const [attachedFiles, setAttachedFiles] = useState([]);
+  const [attachedPreviews, setAttachedPreviews] = useState([]);
+
+  // chat
+  const [messages, setMessages] = useState([]);
+  const [input, setInput] = useState("");
+
+  // loading states
+  const [loading, setLoading] = useState(false);
+  const [loadingFiles, setLoadingFiles] = useState(false);
+  const [loadingVectors, setLoadingVectors] = useState(false);
+
+  // conversation control
+  const [conversationId, setConversationId] = useState(null);
+  const [creatingConversation, setCreatingConversation] = useState(false);
+
+  const messagesEndRef = useRef(null);
+  const scrollToBottom = () => messagesEndRef.current?.scrollIntoView({ behavior: "smooth" });
+  useEffect(scrollToBottom, [messages]);
+
+  const normalizeInvokeResponse = (resp) => {
+    if (!resp) return null;
+    const raw = resp.data;
+    if (typeof raw === "string") {
+      try { return JSON.parse(raw); } catch (e) { console.warn("❗ No se pudo parsear resp.data:", raw); return null; }
+    }
+    if (typeof raw === "object" && raw !== null) return raw;
+    return null;
+  };
+
+  // Al abrir: reset o crear conversación
+  useEffect(() => {
+    if (!open) {
+      if (conversationId) {
+        deleteConversation(conversationId).catch((e) => console.error(e));
+      }
+      setMessages([]);
+      setInput("");
+      setSelectedFiles([]);
+      setAttachedFiles([]);
+      setAttachedPreviews([]);
+      setConversationId(null);
+      setSelectedVector(null);
+      setVectorFiles([]);
+      return;
+    }
+
+    if (context) {
+      setMessages([
+        {
+          role: "system",
+          //content: `Contexto académico:\n${context.section || "—"}\n\nTexto original:\n${context.originalText || "—"}`
+          content: `Contexto académico:\n${context.section || "—"}\n\nTexto original:\n${context.originalText || "—"}`
+        }
+      ]);
+    }
+
+    (async () => {
+      await createConversation();
+      fetchVectorStores();
+    })();
+
+  }, [open]);
+
+  // ---------- CREATE CONVERSATION ----------
+  const createConversation = async () => {
+    try {
+      setCreatingConversation(true);
+      const { data: { session } } = await supabase.auth.getSession();
+      const token = session?.access_token;
+
+      const resp = await supabase.functions.invoke("modal-conversation", {
+        headers: { Authorization: `Bearer ${token}` },
+        body: { action: "start", role: "system", content: context?.cont_conversation ?? "" }
+      });
+
+      let parsed = null;
+      if (typeof resp?.data === "string") {
+        try { parsed = JSON.parse(resp.data); } catch (e) { parsed = null; }
+      } else if (typeof resp?.data === "object" && resp.data !== null) parsed = resp.data;
+      else parsed = resp;
+
+      const convId =
+        parsed?.conversationId ||
+        parsed?.data?.conversationId ||
+        parsed?.data?.id ||
+        parsed?.id ||
+        parsed?.conversation_id ||
+        parsed?.data?.conversation_id;
+
+      if (!convId) { setCreatingConversation(false); return; }
+      setConversationId(convId);
+    } catch (err) {
+      console.error("Error creando conversación:", err);
+    } finally {
+      setCreatingConversation(false);
+    }
+  };
+
+  // ---------- DELETE CONVERSATION ----------
+  const deleteConversation = async (convIdParam) => {
+    try {
+      const convIdToUse = convIdParam ?? conversationId;
+      if (!convIdToUse) return;
+      const { data: { session } } = await supabase.auth.getSession();
+      const token = session?.access_token;
+
+      await supabase.functions.invoke("modal-conversation", {
+        headers: { Authorization: `Bearer ${token}` },
+        body: { action: "end", conversationId: convIdToUse }
+      });
+
+      setConversationId(null);
+    } catch (err) {
+      console.error("Error eliminando conversación:", err);
+    }
+  };
+
+  // ---------- CONVERT FILE TO BASE64 ----------
+  const fileToBase64 = (file) =>
+    new Promise((resolve, reject) => {
+      const reader = new FileReader();
+      reader.onerror = (e) => reject(e);
+      reader.onload = () => resolve(reader.result.split(",")[1]);
+      reader.readAsDataURL(file);
+    });
+
+  // ---------- HANDLE CONVERSATION (envío) ----------
+  const handleConversation = async ({ text }) => {
+    let contextText = "";
+    if (context?.originalText) contextText += `CONTEXTO DEL CAMPO:\n${context.originalText}\n`;
+
+    if (!conversationId) {
+      console.warn("No hay conversación activa todavía. conversationId:", conversationId);
+      return;
+    }
+
+    try {
+      setLoading(true);
+      const { data: { session } } = await supabase.auth.getSession();
+      const token = session?.access_token;
+
+      // archivos adjuntos (locales) -> base64
+      let filesInput = [];
+      if (attachedFiles.length > 0) {
+        for (const file of attachedFiles) {
+          const base64 = await fileToBase64(file);
+          filesInput.push({
+            type: "input_file",
+            filename: file.name,
+            file_data: `data:${file.type};base64,${base64}`
+          });
+        }
+      }
+
+      // archivos seleccionados del vector (por id)
+      if (selectedFiles.length > 0) {
+        const filesFromVectors = selectedFiles.map(f => ({
+          type: "input_file",
+          file_id: f.id
+        }));
+        filesInput = [...filesInput, ...filesFromVectors];
+      }
+
+      const promptFinal = `${contextText}\nPREGUNTA DEL USUARIO:\n${text}`;
+      const payload = {
+        action: "message",
+        format: plan_format,
+        conversationId,
+        vectorStoreId: selectedVector ?? null,
+        fileIds: selectedFiles.length ? selectedFiles.map(f => f.id) : [],
+        input: [
+          {
+            role: "user",
+            content: [
+              { type: "input_text", text: promptFinal },
+              ...filesInput
+            ]
+          }
+        ]
+      };
+
+      const { data: invokeData, error } = await supabase.functions.invoke(
+        "modal-conversation",
+        {
+          headers: { Authorization: `Bearer ${token}` },
+          body: payload
+        }
+      );
+
+      if (error) throw error;
+      const parsed = normalizeInvokeResponse({ data: invokeData });
+
+      // Extraer texto del assistant (robusto)
+      let assistantText = null;
+      if (parsed?.data?.output_text) assistantText = parsed.data.output_text;
+      if (!assistantText && Array.isArray(parsed?.data?.output)) {
+        const msgBlock = parsed.data.output.find(o => o.type === "message");
+        if (msgBlock?.content?.[0]?.text) assistantText = msgBlock.content[0].text;
+      }
+      assistantText = assistantText || "Sin respuesta del modelo.";
+
+      setMessages(prev => [...prev, { role: "assistant", content: cleanAssistantResponse(assistantText) }]);
+
+      // limpiar attachments locales (pero mantener seleccionados del vector si quieres — aquí los limpiamos)
+      setAttachedFiles([]);
+      setAttachedPreviews([]);
+      // si quieres mantener los selectedFiles tras el envío, comenta la siguiente línea:
+      setSelectedFiles([]);
+
+    } catch (err) {
+      console.error("Error en handleConversation:", err);
+      setMessages(prev => [...prev, { role: "assistant", content: "Ocurrió un error al procesar tu mensaje." }]);
+    } finally {
+      setLoading(false);
+    }
+  };
+
+  // ---------- VECTORES ----------
+  const fetchVectorStores = async () => {
+    try {
+      setLoadingVectors(true);
+      const { data: { session } } = await supabase.auth.getSession();
+      const token = session?.access_token;
+
+      const { data, error } = await supabase.functions.invoke("files-and-vector-stores-api", {
+        headers: { Authorization: `Bearer ${token}` },
+        body: { module: "vectorStores", action: "list" }
+      });
+
+      if (error) throw error;
+      setVectorStores(Array.isArray(data) ? data : (data?.data ?? []));
+    } catch (err) {
+      console.error("Error loading vector stores:", err);
+      setVectorStores([]);
+    } finally {
+      setLoadingVectors(false);
+    }
+  };
+
+  useEffect(() => {
+    if (open) fetchVectorStores();
+  }, [open]);
+
+  const loadFilesForVector = async (vectorStoreId) => {
+    try {
+      setLoadingFiles(true);
+      const { data: { session } } = await supabase.auth.getSession();
+      const token = session?.access_token;
+
+      const { data, error } = await supabase.functions.invoke("files-and-vector-stores-api", {
+        headers: { Authorization: `Bearer ${token}` },
+        body: { module: "vectorStoreFiles", action: "list", params: { vector_store_id: vectorStoreId } }
+      });
+
+      if (error) throw error;
+      setVectorFiles(Array.isArray(data) ? data : (data?.data ?? []));
+    } catch (err) {
+      console.error("Error loading vector files:", err);
+      setVectorFiles([]);
+    } finally {
+      setLoadingFiles(false);
+    }
+  };
+
+  // ---------- UI helpers ----------
+  const handleAttach = (e) => {
+    const files = Array.from(e.target.files);
+    if (!files.length) return;
+    setAttachedFiles(prev => [...prev, ...files]);
+    setAttachedPreviews(prev => [...prev, ...files.map(f => f.name)]);
+  };
+
+  // Al hacer click en un vector: expandir (solo uno a la vez) y cargar sus archivos
+  const handleVectorClick = async (vector) => {
+    if (selectedVector === vector.id) {
+      // colapsar
+      setSelectedVector(null);
+      setVectorFiles([]);
+      setSelectedFiles([]);
+      return;
+    }
+
+    setSelectedVector(vector.id);
+    setSelectedFiles([]);
+    await loadFilesForVector(vector.id);
+  };
+
+  // Toggle selección de archivo (checkbox)
+  const toggleFileSelection = (file) => {
+    if (selectedFiles.some(f => f.id === file.id)) {
+      setSelectedFiles(prev => prev.filter(f => f.id !== file.id));
+    } else {
+      setSelectedFiles(prev => [...prev, file]);
+    }
+  };
+
+  const removeSelectedFile = (fileId) => {
+    setSelectedFiles(prev => prev.filter(f => f.id !== fileId));
+  };
+
+  // ---------- Send flow ----------
+  const handleSend = async () => {
+    // no permitir enviar si no hay nada
+    if (!input.trim() && attachedFiles.length === 0 && selectedFiles.length === 0) return;
+
+    if (creatingConversation) {
+      // no bloqueo visible aquí por diseño; simplemente ignoramos el envío si aún creando
+      return;
+    }
+
+    if (!conversationId) {
+      await createConversation();
+      if (!conversationId) {
+        setMessages(prev => [...prev, { role: "assistant", content: "No se pudo crear la conversación. Intenta de nuevo." }]);
+        return;
+      }
+    }
+
+    const userText = input.trim() || (selectedFiles.length ? `Consultar ${selectedFiles.length} archivo(s) del repositorio` : "");
+    setMessages(prev => [...prev, { role: "user", content: userText }]);
+    setInput("");
+
+    await handleConversation({ text: userText });
+  };
+
+ function cleanAIResponse(text) {
+  if (!text) return text;
+
+  let cleaned = text;
+
+  // -------------------------
+  // 1. Eliminar emojis
+  // -------------------------
+  cleaned = cleaned.replace(/[\p{Emoji}\uFE0F]/gu, "");
+
+  // -------------------------
+  // 2. Eliminar separadores tipo ---
+  // -------------------------
+  cleaned = cleaned.replace(/^---+$/gm, "");
+
+  // -------------------------
+  // 3. Eliminar saludos y frases meta
+  // -------------------------
+  const metaPatterns = [
+    /^hola[!¡., ]*/i,
+    /^buen(os|as) (días|tardes|noches)[!¡., ]*/i,
+    /estoy aquí para ayudarte[.! ]*/gi,
+    /aquí tienes[,:]*/gi,
+    /claro[,:]*/gi,
+    /como pediste[,:]*/gi,
+    /como solicitaste[,:]*/gi,
+    /el texto íntegro que compartiste.*$/gi,
+    /te lo dejo a continuación.*$/gi,
+    /¿te gustaría.*$/gi,
+    /¿en qué más puedo.*$/gi,
+    /si necesitas algo más.*$/gi,
+    /con gusto.*$/gi,
+  ];
+
+  metaPatterns.forEach(p => {
+    cleaned = cleaned.replace(p, "").trim();
+  });
+
+  // -------------------------
+  // 4. Extraer solo contenido útil
+  // -------------------------
+  const startMarker = "CONTEXTO DEL CAMPO";
+  const startIndex = cleaned.indexOf(startMarker);
+
+  if (startIndex !== -1) {
+    cleaned = cleaned.substring(startIndex).trim();
+  }
+
+  // -------------------------
+  // 5. Eliminar líneas vacías múltiples
+  // -------------------------
+  cleaned = cleaned.replace(/\n{2,}/g, "\n\n");
+
+  // -------------------------
+  // 6. Quitar numeraciones de cortesía (opcional)
+  //     Ejemplo: “1. ” al inicio de líneas
+  // -------------------------
+  cleaned = cleaned.replace(/^\s*\d+\.\s+/gm, "");
+
+  return cleaned.trim();
+}
+
+
+const handleApply = () => {
+  const last = [...messages].reverse().find(m => m.role === "assistant");
+
+  if (last && onAccept) {
+    const cleaned = cleanAIResponse(last.content);
+    onAccept(cleaned);
+    onClose();
+  }
+};
+
+
+
+  const cleanAssistantResponse = (text) => {
+    if (!text) return text;
+    const patterns = [/^claro[, ]*/i, /^por supuesto[, ]*/i, /^aquí tienes[, ]*/i, /^con gusto[, ]*/i, /^hola[, ]*/i, /^perfecto[, ]*/i, /^entendido[, ]*/i, /^muy bien[, ]*/i, /^ok[, ]*/i];
+    let cleaned = text.trim();
+    for (const p of patterns) cleaned = cleaned.replace(p, "").trim();
+    return cleaned;
+  };
+
+  return (
+    <Dialog open={open} onOpenChange={onClose}  >
+      <DialogContent  className="max-w-6xl w-[95vw] h-[85vh] p-6 flex flex-col relative"
+        
+      >
+        <button onClick={onClose} className="absolute top-3 right-3 text-gray-400 hover:text-gray-600 transition z-50">✕</button>
+        <DialogHeader>
+          <DialogTitle>Asistente Inteligente</DialogTitle>
+        </DialogHeader>
+
+        <div className="flex-1 pt-4 min-h-0">
+          <div className="flex gap-6 h-full min-h-0">
+            {/* Left: vectors */}
+            <Card className="w-1/3 min-w-[250px] max-w-sm flex flex-col bg-muted/20 border border-gray-200 rounded-2xl">
+              <CardContent className="flex flex-col flex-1 p-4">
+                <h3 className="font-semibold text-sm mb-3">Repositorio de archivos</h3>
+                <ScrollArea className="flex-1">
+                  {loadingVectors ? (
+                    <p className="text-gray-500 text-sm text-center mt-10">Cargando Repositorio de archivos...</p>
+                  ) : vectorStores.length === 0 ? (
+                    <p className="text-gray-500 text-sm text-center mt-10">No hay Repositorio de archivos.</p>
+                  ) : (
+                    <div className="space-y-3">
+                      {vectorStores.map((vector) => (
+                        <div key={vector.id}>
+                          {/* VECTOR */}
+                          <div
+                            onClick={() => handleVectorClick(vector)}
+                            className={`p-3 rounded-lg border cursor-pointer transition flex items-center justify-between
+                              ${selectedVector === vector.id ? "bg-blue-50 border-blue-400 shadow" : "bg-white border-gray-300"}`}
+                          >
+                            <div className="truncate">
+                              <strong className="block truncate">{vector.name || vector.id}</strong>
+                              <p className="text-xs text-gray-400 truncate">{vector.description || ""}</p>
+                            </div>
+                            <div className="text-xs text-gray-500">{selectedVector === vector.id ? "▼" : "▶"}</div>
+                          </div>
+
+                          {/* ARCHIVOS cuando está expandido */}
+                          {selectedVector === vector.id && (
+                            <div className="ml-4 mt-2 mb-2 space-y-2">
+                              {loadingFiles ? (
+                                <p className="text-gray-400 text-sm">Cargando archivos...</p>
+                              ) : vectorFiles.length === 0 ? (
+                                <p className="text-gray-400 text-sm">No hay archivos en este repositorio</p>
+                              ) : (
+                                vectorFiles.map((file) => (
+                                  <label key={file.id} className="flex items-center gap-2 p-2 rounded-md hover:bg-gray-50 cursor-pointer">
+                                    <input
+                                      type="checkbox"
+                                      checked={selectedFiles.some(f => f.id === file.id)}
+                                      onChange={() => toggleFileSelection(file)}
+                                    />
+                                    <div className="text-sm">
+                                      <div className="font-medium">{file.filename ?? file.name ?? file.id}</div>
+                                      <div className="text-xs text-gray-400">{file.id}</div>
+                                    </div>
+                                  </label>
+                                ))
+                              )}
+                            </div>
+                          )}
+                        </div>
+                      ))}
+                    </div>
+                  )}
+
+                </ScrollArea>
+
+                {/* Resumen de archivos seleccionados (de vectores) */}
+                <div className="mt-4">
+                  <h4 className="font-semibold text-sm mb-2">Archivos seleccionados</h4>
+                  {selectedFiles.length === 0 ? (
+                    <p className="text-sm text-gray-500">No has seleccionado archivos del repositorio</p>
+                  ) : (
+                    <ul className="space-y-2 max-h-40 overflow-auto">
+                      {selectedFiles.map((f) => (
+                        <li key={f.id} className="flex items-center justify-between p-2 rounded-md border bg-white">
+                          <div className="text-sm">
+                            <div className="font-medium">{f.filename ?? f.name ?? f.id}</div>
+                            <div className="text-xs text-gray-400 truncate">{f.id}</div>
+                          </div>
+                          <div className="flex items-center gap-2">
+                            <span className="text-xs text-gray-500">{/* optionally show vector id */}</span>
+                            <button onClick={() => removeSelectedFile(f.id)} className="text-sm text-red-500 hover:underline">Quitar</button>
+                          </div>
+                        </li>
+                      ))}
+                    </ul>
+                  )}
+                </div>
+
+                {/* <div className="mt-4 flex-shrink-0">
+                  <Button variant="outline" className="w-full" onClick={() => alert("Funcionalidad Subir a vector store no implementada aquí")}>Subir archivo (vector)</Button>
+                </div> */}
+              </CardContent>
+            </Card>
+
+            {/* Right: Chat */}
+            <Card className="flex-1 flex flex-col min-w-[350px] bg-background border border-gray-200 rounded-2xl">
+              <CardContent className="flex flex-col flex-1 p-4 min-h-0">
+                <h3 className="font-semibold text-sm mb-3 flex-shrink-0">Chat con IA</h3>
+
+                <div className="flex-1 flex flex-col min-h-0">
+                  {/* CONTENEDOR SCROLL DE LOS MENSAJES */}
+                  <div className="flex-1 overflow-y-auto min-h-0 border border-gray-200 rounded-lg p-3 space-y-3 bg-gray-50 break-words whitespace-pre-wrap">
+                    {messages.length === 0 ? (
+                      <p className="text-gray-400 text-sm text-center mt-10">Inicia una conversación...</p>
+                    ) : (
+                      messages.map((m, i) => (
+                        <div key={i} className={`break-words whitespace-pre-wrap p-3 rounded-xl shadow-sm max-w-[85%] ${m.role === "user" ? "bg-blue-50 text-blue-800 ml-auto" : m.role === "assistant" ? "bg-white text-gray-800 mr-auto border border-gray-200" : "bg-gray-100 text-gray-700 mr-auto"}`}>
+                          <strong className="font-bold">{m.role === "user" ? "Tú:" : m.role === "assistant" ? "IA:" : "Sistema:"}</strong>{" "}
+                          <ReactMarkdown>{m.content}</ReactMarkdown>
+                        </div>
+                      ))
+                    )}
+
+                    {loading && (
+                      <div className="flex items-center space-x-2 p-3 bg-white border border-gray-200 rounded-xl mr-auto max-w-fit shadow-sm flex-shrink-0">
+                        <svg className="animate-spin h-4 w-4 text-blue-500" xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24">
+                          <circle className="opacity-25" cx="12" cy="12" r="10" stroke="currentColor" strokeWidth="4"></circle>
+                          <path className="opacity-75" fill="currentColor" d="M4 12a8 8 0 018-8V0C5.373 0 0 5.373 0 12h4zm2 5.291A7.962 7.962 0 014 12H0c0 3.042 1.135 5.824 3 7.938l3-2.647z"></path>
+                        </svg>
+                        <span className="text-sm text-gray-600">La IA está respondiendo...</span>
+                      </div>
+                    )}
+
+                    <div ref={messagesEndRef} />
+                  </div>
+                </div>
+
+                {attachedPreviews.length > 0 && (
+                  <ul className="text-xs text-gray-600 mt-2">
+                    {attachedPreviews.map((name, i) => (
+                      <li key={i}>📄 {name}</li>
+                    ))}
+                  </ul>
+                )}
+
+                <div className="flex gap-2 mt-4 items-end flex-shrink-0">
+                  <label className="cursor-pointer text-gray-600 hover:text-blue-600 self-center">
+                    <Paperclip className="w-5 h-5" />
+                    <input type="file" accept=".pdf,.txt,.doc,.docx" multiple className="hidden" onChange={handleAttach} />
+                  </label>
+
+                  <textarea
+                    value={input}
+                    onChange={(e) => setInput(e.target.value)}
+                    placeholder="Escribe tu pregunta..."
+                    onKeyDown={(e) => {
+                      if (e.key === "Enter" && !e.shiftKey) {
+                        e.preventDefault();
+                        handleSend();
+                      }
+                    }}
+                    rows={1}
+                    className="flex-1 resize-none rounded-xl border border-gray-300 p-3 text-sm focus:outline-none focus:ring-2 focus:ring-blue-500 max-h-32 overflow-y-auto bg-white shadow-inner"
+                    style={{ minHeight: "38px" }}
+                  />
+
+                  <Button onClick={handleSend} disabled={loading || creatingConversation || (!input.trim() && attachedFiles.length === 0 && selectedFiles.length === 0)} className="shadow-md">
+                    {creatingConversation ? "Preparando..." : loading ? "Enviando..." : "Enviar"}
+                  </Button>
+
+                  <Button onClick={handleApply} disabled={!messages.some((m) => m.role === "assistant")} className="shadow-md">
+                    Aplicar mejora
+                  </Button>
+                </div>
+              </CardContent>
+            </Card>
+          </div>
+        </div>
+      </DialogContent>
+    </Dialog>
+  );
+}

src/components/ai/AIChatModal.tsx

@@ -1,371 +0,0 @@
-import React, { useEffect, useState } from "react"
-import { supabase } from "@/auth/supabase"
-import type { PlanTextFields } from "../planes/academic-sections";
-
-// 🔹 SIMULACIÓN DE ICONO LUCIDE-REACT
-const Paperclip = (props) => (
-    <svg {...props} xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" strokeWidth="2" strokeLinecap="round" strokeLinejoin="round" className="lucide lucide-paperclip">
-        <path d="m21.44 11.05-9.19 9.19a6 6 0 0 1-8.49-8.49l9.19-9.19a4 4 0 0 1 5.66 5.66l-9.2 9.19a2 2 0 0 1-2.83-2.83l8.49-8.48"/>
-    </svg>
-);
-
-// 🔹 SIMULACIÓN DE SHADCN/UI
-const Dialog = ({ open, onOpenChange, children }) => open ? <div className="fixed inset-0 bg-black/50 flex items-center justify-center z-50 p-4" onClick={onOpenChange}>{children}</div> : null;
-const DialogContent = ({ className, children }) => <div className={`bg-white rounded-xl shadow-2xl transform transition-all max-w-6xl w-[95vw] h-[85vh] p-6 flex flex-col ${className}`} onClick={(e) => e.stopPropagation()}>{children}</div>;
-const DialogHeader = ({ children }) => <div className="pb-4 border-b border-gray-200">{children}</div>;
-const DialogTitle = ({ className, children }) => <h2 className={`text-xl font-bold ${className}`}>{children}</h2>;
-const Button = ({ onClick, disabled, className, variant, children }) => (
-  <button
-    onClick={onClick}
-    disabled={disabled}
-    className={`px-4 py-2 rounded-lg text-sm font-medium transition-colors ${
-      variant === "outline" ? "bg-white border border-gray-300 text-gray-700 hover:bg-gray-50" :
-      "bg-blue-600 text-white hover:bg-blue-700"
-    } ${disabled ? 'opacity-50 cursor-not-allowed' : ''} ${className}`}
-  >
-    {children}
-  </button>
-);
-const Card = ({ className, children }) => <div className={`bg-white rounded-2xl shadow-md ${className}`}>{children}</div>;
-const CardContent = ({ className, children }) => <div className={`p-4 ${className}`}>{children}</div>;
-const ScrollArea = ({ className, children }) => <div className={`overflow-y-auto ${className}`}>{children}</div>;
-// ====================================================================
-
-
-type AIChatModalProps = {
-  open: boolean
-  onClose: () => void
-  edgeFunctionUrl: string
-  context?: {
-    section?: string
-    fieldKey?: keyof PlanTextFields
-    originalText?: string
-  }
-  onAccept?: (newText: string) => void
-}
-
-export default function AIChatModal({ open, onClose, edgeFunctionUrl, context, onAccept }: AIChatModalProps) {
-  const [files, setFiles] = useState<any[]>([])
-  const [attachedFile, setAttachedFile] = useState<File | null>(null)
-  const [attachedPreview, setAttachedPreview] = useState<string | null>(null)
-  const [messages, setMessages] = useState<{ role: string; content: string }[]>([])
-  const [input, setInput] = useState("")
-  const [loading, setLoading] = useState(false)
-  
-  // Referencia para desplazar al final del chat
-  const messagesEndRef = React.useRef<HTMLDivElement>(null);
-
-  const scrollToBottom = () => messagesEndRef.current?.scrollIntoView({ behavior: "smooth" })
-  useEffect(scrollToBottom, [messages])
-
-  useEffect(() => {
-  if (!open) {
-    // 🧹 Limpia mensajes y archivos al cerrar
-    setMessages([])
-    setInput("")
-    setAttachedFile(null)
-    setAttachedPreview(null)
-  } else if (context) {
-    // 🧩 Muestra el contexto inicial al abrir
-    setMessages([
-      {
-        role: "system",
-        content: `Contexto: ${context.section}\nTexto original:\n${context.originalText || "—"}`,
-      },
-    ])
-  }
-}, [open, context])
-
-
-  // 🔹 Obtener lista de archivos del Vector Store (Lógica de API original)
-  useEffect(() => {
-    if (!open) return
-    const fetchVectorFiles = async () => {
-      // Nota: La verificación de Supabase ahora pasa por el mock.
-      if (typeof supabase === 'undefined' || !supabase.auth) {
-        console.error("Supabase no está disponible (Simulación). Saltando fetch de archivos.");
-        return;
-      }
-      
-      try {
-        setLoading(true)
-        const { data: { session } } = await supabase.auth.getSession()
-        const token = session?.access_token
-
-        // 🟢 TU LÓGICA DE FETCH ORIGINAL
-        const res = await fetch(`${edgeFunctionUrl}?action=list_files`, {
-          headers: { Authorization: `Bearer ${token}` },
-        })
-        const data = await res.json()
-        if (data.files) setFiles(data.files)
-        else console.warn("No se encontraron archivos en el vector store.")
-      } catch (err) {
-        console.error("Error al cargar archivos del vector store:", err)
-      } finally {
-        setLoading(false)
-      }
-    }
-    fetchVectorFiles()
-  }, [open, edgeFunctionUrl])
-
-  // 📎 Adjuntar archivo
-  const handleAttach = (e: React.ChangeEvent<HTMLInputElement>) => {
-    const file = e.target.files?.[0]
-    if (!file) return
-    setAttachedFile(file)
-    setAttachedPreview(file.name)
-  }
-
-  // 🚀 Enviar prompt o archivo al Edge Function (Lógica de API original)
-const handleSend = async () => {
-  if (!input.trim() && !attachedFile) return
-
-  // 🧩 Crear el mensaje visible del usuario
-  let userMessageContent = input.trim()
-  if (attachedFile) {
-    userMessageContent += (userMessageContent ? " | " : "") + `Adjunto: ${attachedFile.name}`
-  }
-  if (!userMessageContent && attachedFile) {
-    userMessageContent = `Consulta de archivo: ${attachedFile.name}`
-  }
-
-  setMessages((prev) => [...prev, { role: "user", content: userMessageContent }])
-  setInput("")
-  setLoading(true)
-
-  try {
-    if (typeof supabase === "undefined" || !supabase.functions) {
-      throw new Error("Supabase no está disponible o no soporta Edge Functions.")
-    }
-
-    const formData = new FormData()
-
-    // 🧠 Construimos un prompt limpio con el contexto del campo
-    const contextText = context?.originalText || "Sin texto original"
-    const section = context?.section ? `Sección: ${context.section}` : ""
-    const field = context?.fieldKey ? `Campo: ${context.fieldKey}` : ""
-
-    const fullPrompt = `
-${section}
-${field}
-
-Texto original:
-${contextText}
-
-Solicitud del usuario:
-${input}
-
-Responde con una versión mejorada del texto, sin agregar frases como “Aquí tienes” ni explicaciones.
-    `.trim()
-
-    formData.append("prompt", fullPrompt)
-    if (attachedFile) formData.append("file", attachedFile)
-
-    // 🟢 Llamada a la Edge Function
-    const { data, error } = await supabase.functions.invoke("simple-chat", {
-      body: formData,
-    })
-
-    if (error) throw error
-
-    setMessages((prev) => [
-      ...prev,
-      { role: "assistant", content: data?.text || "Sin respuesta del modelo." },
-    ])
-  } catch (err: any) {
-    console.error("Error al enviar prompt:", err)
-    setMessages((prev) => [
-      ...prev,
-      { role: "assistant", content: "Ocurrió un error al conectar con la API." },
-    ])
-  } finally {
-    setLoading(false)
-    setAttachedFile(null)
-    setAttachedPreview(null)
-  }
-}
-
-
-
-  return (
-    <Dialog open={open} onOpenChange={onClose}>
-      {/* DialogContent ya define el tamaño h-[85vh] y es flex-col */}
-      <DialogContent className="max-w-6xl w-[95vw] h-[85vh] p-6 flex flex-col">
-        
-        {/* Encabezado fijo (flex-shrink-0) */}
-        <DialogHeader>
-          <DialogTitle className="text-lg font-semibold">Asistente Inteligente</DialogTitle>
-        </DialogHeader>
-
-        {/* CONTENEDOR PRINCIPAL QUE AHORA GESTIONA EL SCROLL DEL CONTENIDO */}
-        {/* flex-1: toma el espacio restante. overflow-y-auto: permite scroll si el contenido se desborda */}
-        <div className="flex-1 overflow-y-auto pt-4"> 
-            
-            {/* Contenido que originalmente estaba justo debajo del header */}
-            <div className="flex gap-6 min-h-full"> 
-              {/* 📂 Archivos del Vector Store */}
-              <Card className="w-1/3 min-w-[250px] max-w-sm flex flex-col bg-muted/20 border border-gray-200 rounded-2xl">
-                {/* Se mantiene flex-1 en CardContent para el ScrollArea */}
-                <CardContent className="flex flex-col flex-1 p-4">
-                  <h3 className="font-semibold text-sm mb-3">Archivos del Vector Store</h3>
-
-                  {/* ScrollArea toma el espacio disponible (flex-1) */}
-                  <ScrollArea className="flex-1">
-                    {files.length === 0 ? (
-                      <p className="text-gray-500 text-sm text-center mt-10">
-                        {loading ? "Cargando archivos..." : "No hay archivos cargados."}
-                      </p>
-                    ) : (
-                      <ul className="space-y-2">
-                        {files.map((file) => (
-                          <li
-                            key={file.id}
-                            className="border border-gray-200 bg-white rounded-lg p-2 text-sm shadow-sm hover:shadow-lg transition-shadow cursor-pointer"
-                          >
-                            <strong className="block text-gray-700 truncate">{file.name}</strong>
-                            <p className="text-xs text-gray-400 truncate">{file.path}</p>
-                          </li>
-                        ))}
-                      </ul>
-                    )}
-                  </ScrollArea>
-
-                  <div className="mt-4 flex-shrink-0">
-                    <Button variant="outline" className="w-full">
-                      Subir archivo
-                    </Button>
-                  </div>
-                </CardContent>
-              </Card>
-
-              {/* 💬 Chat con GPT */}
-              <Card className="flex-1 flex flex-col min-w-[350px] bg-background border border-gray-200 rounded-2xl">
-                <CardContent className="flex flex-col flex-1 p-4">
-                  <h3 className="font-semibold text-sm mb-3 flex-shrink-0">Chat con IA</h3>
-
-                  {/* Mensajes - EL CONTENEDOR QUE DEBE HACER SCROLL */}
-                   <div className="flex-1 overflow-y-auto min-h-0 border border-gray-200 rounded-lg p-3 space-y-3 bg-gray-50 break-words whitespace-pre-wrap">
-                    {messages.length === 0 ? (
-                      <p className="text-gray-400 text-sm text-center mt-10">
-                        Inicia una conversación...
-                      </p>
-                    ) : (
-                      messages.map((m, i) => (
-                        <div
-                          key={i}
-                          className={`break-words whitespace-pre-wrap p-3 rounded-xl shadow-sm max-w-[85%] ${
-                            m.role === "user"
-                              ? "bg-blue-50 text-blue-800 ml-auto"
-                              : "bg-white text-gray-800 mr-auto border border-gray-200"
-                          }`}
-                        >
-                          <strong className="font-bold">{m.role === "user" ? "Tú:" : "IA:"}</strong>{" "}
-                          {m.content}
-                        </div>
-                      ))
-                    )}
-                    {loading && (
-                      <div className="flex items-center space-x-2 p-3 bg-white border border-gray-200 rounded-xl mr-auto max-w-fit shadow-sm flex-shrink-0">
-                        <svg
-                          className="animate-spin h-4 w-4 text-blue-500"
-                          xmlns="http://www.w3.org/2000/svg"
-                          fill="none"
-                          viewBox="0 0 24 24"
-                        >
-                          <circle
-                            className="opacity-25"
-                            cx="12"
-                            cy="12"
-                            r="10"
-                            stroke="currentColor"
-                            strokeWidth="4"
-                          ></circle>
-                          <path
-                            className="opacity-75"
-                            fill="currentColor"
-                            d="M4 12a8 8 0 018-8V0C5.373 0 0 5.373 0 12h4zm2 
-                            5.291A7.962 7.962 0 014 12H0c0 
-                            3.042 1.135 5.824 3 7.938l3-2.647z"
-                          ></path>
-                        </svg>
-                        <span className="text-sm text-gray-600">La IA está respondiendo...</span>
-                      </div>
-                    )}
-                    <div ref={messagesEndRef} />
-                  </div>
-
-                  {/* Archivo adjunto - flex-shrink-0 */}
-                  {attachedPreview && (
-                    <div className="flex items-center justify-between mt-2 p-3 border border-gray-300 rounded-xl text-sm bg-gray-100 shadow-inner flex-shrink-0">
-                      <span className="truncate flex items-center gap-2 text-gray-700">
-                        <Paperclip className="w-4 h-4 text-blue-500" />
-                        {attachedPreview}
-                      </span>
-                      <Button
-                        variant="ghost"
-                        size="sm"
-                        className="text-red-500 hover:bg-gray-200"
-                        onClick={() => {
-                          setAttachedFile(null)
-                          setAttachedPreview(null)
-                          setInput("")
-                        }}
-                      >
-                        Quitar
-                      </Button>
-                    </div>
-                  )}
-
-                  {/* Entrada de texto y enviar - flex-shrink-0 */}
-                  <div className="flex gap-2 mt-4 items-end flex-shrink-0">
-                    <label className="cursor-pointer text-gray-600 hover:text-blue-600 self-center">
-                      <Paperclip className="w-5 h-5" />
-                      <input type="file" className="hidden" onChange={handleAttach} />
-                    </label>
-
-                    <textarea
-                      value={input}
-                      onChange={(e) => setInput(e.target.value)}
-                      placeholder="Escribe tu pregunta..."
-                      onKeyDown={(e) => {
-                        if (e.key === "Enter" && !e.shiftKey) {
-                          e.preventDefault()
-                          handleSend()
-                        }
-                      }}
-                      rows={1}
-                      className="flex-1 resize-none rounded-xl border border-gray-300 p-3 text-sm focus:outline-none focus:ring-2 focus:ring-blue-500 max-h-32 overflow-y-auto bg-white shadow-inner"
-                      style={{ minHeight: "38px" }}
-                    />
-
-                    <Button
-                      onClick={handleSend}
-                      disabled={loading || (!input.trim() && !attachedFile)}
-                      className="shadow-md"
-                    >
-                      {loading ? "Enviando..." : "Enviar"}
-                    </Button>
-                    <Button
-                      onClick={() => {
-                        const lastMessage = messages[messages.length - 1]
-                        if (onAccept && lastMessage?.role === "assistant") {
-                          onAccept(lastMessage.content)
-                          onClose()
-                        }
-                      }}
-                      disabled={!messages.some((m) => m.role === "assistant")}
-                      className="shadow-md"
-                    >
-                      Aplicar mejora
-                    </Button>
-
-
-                  </div>
-                </CardContent>
-              </Card>
-            </div>
-        </div>
-      </DialogContent>
-    </Dialog>
-  )
-}

src/components/planes/academic-sections.tsx

@@ -8,7 +8,9 @@ import { supabase,useSupabaseAuth } from "@/auth/supabase"
 import { toast } from "sonner"
 import ReactMarkdown from 'react-markdown'
 import { HistorialCambiosModal } from "../historico/HistorialCambiosModal"
-import AIChatModal from "../ai/AIChatModal"
+// @ts-ignore
+import  AIChatModal  from "../ai/AIChatModal"
+
 
 
 /* =====================================================
@@ -53,6 +55,8 @@ export const planTextOptions = (planId: string) =>
     staleTime: 60_000,
   })
 
+  
+
 /* =====================================================
    Color helpers
 ===================================================== */
@@ -123,6 +127,17 @@ export function AcademicSections({ planId, color }: { planId: string; color?: st
   const [editing, setEditing] = useState<null | { key: keyof PlanTextFields; title: string }>(null)
   const [draft, setDraft] = useState("")
 
+  const plan_format={
+  "objetivo_general": "...",
+  "sistema_evaluacion": "...",
+  "perfil_ingreso": "...",
+  "perfil_egreso": "...",
+  "competencias_genericas": "...",
+  "competencias_especificas": "...",
+  "indicadores_desempeno": "...",
+  "pertinencia": "..."
+}
+
   // --- mutation con actualización optimista ---
   const updateField = useMutation({
     mutationFn: async ({ key, value }: { key: keyof PlanTextFields; value: string | string[] | null }) => {
@@ -306,14 +321,19 @@ export function AcademicSections({ planId, color }: { planId: string; color?: st
         updateField.mutate({ key, value })
       }}
     />
+    
     <AIChatModal
-      open={openModalIa}
+      //plan_format={plan_format}
+      open={openModalIa}      
       onClose={() => setopenModalIa(false)}
-      edgeFunctionUrl="https://exdkssurzmjnnhgtiama.supabase.co/functions/v1/simple-chat"
       context={{
-        section: iaContext?.title,
-        fieldKey: iaContext?.key,
+        section: null,//,iaContext?.title,
+        fieldKey: null,//iaContext?.key,
         originalText: iaContext?.content,
+        cont_conversation: `Eres un experto en craer planes de estudios basate en el id del plan ${planId} que se encuentra en la tabla plan_estudios con el mcp para realizar los cambios que se te soliciten Responde únicamente con la información solicitada. 
+No uses frases como “claro”, “por supuesto”, “aquí tienes”, “con gusto”, “hola”, “perfecto”.
+No uses introducciones, despedidas ni texto de relleno. 
+Entrega solo el contenido útil.`,
       }}
       onAccept={(newText: string) => {
         if (iaContext) {

src/formatos/plan.json

@@ -0,0 +1,10 @@
+{
+  "objetivo_general": "...",
+  "sistema_evaluacion": "...",
+  "perfil_ingreso": "...",
+  "perfil_egreso": "...",
+  "competencias_genericas": "...",
+  "competencias_especificas": "...",
+  "indicadores_desempeno": "...",
+  "pertinencia": "..."
+}

tsconfig.json

@@ -1,5 +1,5 @@
 {
-  "include": ["**/*.ts", "**/*.tsx"],
+  "include": ["**/*.ts", "**/*.tsx", "src/components/ai/AIChatModal.jsx", "src/components/ai/AIChatModal.js"],
   "compilerOptions": {
     "target": "ES2022",
     "jsx": "react-jsx",