Add staticwebapp.config.json for navigation fallback configuration

Reviewed-on: #2

.gitignore

@@ -4,6 +4,7 @@ dist
 dist-ssr
 *.local
 count.txt
-.env
+.env*
 .nitro
 .tanstack
+.cta.json

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("conversation-format", {
+        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("conversation-format", {
+        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(
+        "conversation-format",
+        {
+          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/historico/HistorialCambiosModal.tsx

@@ -2,7 +2,6 @@ import { useQuery } from "@tanstack/react-query"
 import { Dialog, DialogContent, DialogHeader, DialogTitle } from "@/components/ui/dialog"
 import { Button } from "@/components/ui/button"
 import { supabase } from "@/auth/supabase"
-import ReactMarkdown from "react-markdown"
 import { useSupabaseAuth } from "@/auth/supabase"
 
 export function HistorialCambiosModal({

src/components/planes/AddAsignaturaButton.tsx

@@ -6,15 +6,12 @@ import { Input } from "@/components/ui/input"
 import { Textarea } from "@/components/ui/textarea"
 import { AuroraButton } from "@/components/effect/aurora-button"
 import confetti from "canvas-confetti"
-import { useQueryClient } from "@tanstack/react-query"
 import { supabase, useSupabaseAuth } from "@/auth/supabase"
 import { Field } from "./Field"
 import { Tabs, TabsContent, TabsList, TabsTrigger } from "../ui/tabs"
-import { asignaturaKeys } from "./planQueries"
 import { useRouter } from "@tanstack/react-router"
 
 export function AddAsignaturaButton({ planId, onAdded }: { planId: string; onAdded?: () => void }) {
-  const qc = useQueryClient()
   const router = useRouter()
   const supabaseAuth = useSupabaseAuth()
   const [open, setOpen] = useState(false)

src/components/planes/DownloadPlanPDF.tsx

@@ -21,6 +21,7 @@ export function DownloadPlanPDF({ plan }: { plan: PlanLike }) {
             unit: "mm",
             format: "letter",
         })
+        console.log(plan);
         
         const pageWidth = doc.internal.pageSize.getWidth()
         const pageHeight = doc.internal.pageSize.getHeight()
@@ -32,7 +33,6 @@ export function DownloadPlanPDF({ plan }: { plan: PlanLike }) {
         const sectionGap = 10 // Espacio entre recuadros de sección
         const bodyFontSize = 10.5
         const headingFontSize = 12
-        const subHeadingFontSize = 10
         const bulletGlifo = "\u21D2" // Flecha doble (⇒) para el glifo
         const bulletIndent = 6 // Sangría para el texto de la lista
 
@@ -229,7 +229,7 @@ export function DownloadPlanPDF({ plan }: { plan: PlanLike }) {
             // LICENCIATURA EN INGENIERÍA CIBERNÉTICA Y SISTEMAS COMPUTACIONALES
             doc.setFontSize(18)
             // Manejamos la conversión a string si es necesario
-            const mainTitle = (plan["titulo"] !== null && plan["titulo"] !== undefined ? String(plan["titulo"]) : "LICENCIATURA EN INGENIERÍA CIBERNÉTICA Y SISTEMAS COMPUTACIONALES").toUpperCase()
+            const mainTitle = (plan["nombre"] !== null && plan["nombre"] !== undefined ? String(plan["nombre"]) : "LICENCIATURA EN INGENIERÍA CIBERNÉTICA Y SISTEMAS COMPUTACIONALES").toUpperCase()
             const mainTitleLines = doc.splitTextToSize(mainTitle, maxWidth - 20) 
             doc.text(mainTitleLines, pageWidth / 2, cursorY, { align: "center" })
             cursorY += mainTitleLines.length * 8

src/components/planes/academic-sections.tsx

@@ -8,9 +8,11 @@ import { supabase,useSupabaseAuth } from "@/auth/supabase"
 import { toast } from "sonner"
 import ReactMarkdown from 'react-markdown'
 import { HistorialCambiosModal } from "../historico/HistorialCambiosModal"
+// @ts-ignore
 import  AIChatModal  from "../ai/AIChatModal"
 
 
+
 /* =====================================================
    Query keys & fetcher
 ===================================================== */
@@ -53,6 +55,8 @@ export const planTextOptions = (planId: string) =>
     staleTime: 60_000,
   })
 
+  
+
 /* =====================================================
    Color helpers
 ===================================================== */
@@ -68,7 +72,7 @@ const rgba = (rgb: [number, number, number], a: number) => `rgba(${rgb[0]},${rgb
 /* =====================================================
    Expandable text
 ===================================================== */
-function ExpandableText({ text, mono = false }: { text?: string | string[] | null; mono?: boolean }) {
+function ExpandableText({ text }: { text?: string | string[] | null; mono?: boolean }) {
   const [open, setOpen] = useState(false)
   if (!text || (Array.isArray(text) && text.length === 0)) {
     return <span className="text-neutral-400">—</span>
@@ -123,6 +127,7 @@ export function AcademicSections({ planId, color }: { planId: string; color?: st
   const [editing, setEditing] = useState<null | { key: keyof PlanTextFields; title: string }>(null)
   const [draft, setDraft] = useState("")
 
+
   // --- mutation con actualización optimista ---
   const updateField = useMutation({
     mutationFn: async ({ key, value }: { key: keyof PlanTextFields; value: string | string[] | null }) => {
@@ -303,17 +308,19 @@ export function AcademicSections({ planId, color }: { planId: string; color?: st
       onClose={() => setOpenHistorial(false)}
       planId={planId}
       onRestore={async (key, value) => {        
-        updateField.mutate({ key, value })
+        updateField.mutate({ key: key as keyof PlanTextFields, value })
       }}
     />
+    
     <AIChatModal
+      //plan_format={plan_format}
       open={openModalIa}      
       onClose={() => setopenModalIa(false)}
-      edgeFunctionUrl="https://exdkssurzmjnnhgtiama.supabase.co/functions/v1/simple-chat"
       context={{
-        section: iaContext?.title,
+        section: null,//,iaContext?.title,
-        fieldKey: iaContext?.key,
+        fieldKey: null,//iaContext?.key,
         originalText: iaContext?.content,
+        cont_conversation: `Eres un experto en craer planes de estudios basate en el id del plan ${planId}`,
       }}
       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": "..."
+}

src/hooks/useSupabaseUpdateWithHistory.ts

@@ -1,4 +1,4 @@
-import { useMutation, useQueryClient } from "@tanstack/react-query";
+import { useMutation } from "@tanstack/react-query";
 import { supabase } from "@/auth/supabase";
 
 /**
@@ -11,8 +11,6 @@ export function useSupabaseUpdateWithHistory<T extends Record<string, any>>(
   tableName: string,
   idKey: keyof T = "id" as keyof T
 ) {
-  const qc = useQueryClient();
-
   // Generar diferencias tipo JSON Patch
   function generateDiff(oldData: T, newData: Partial<T>) {
     const changes: any[] = [];

src/lib/filesAndVectorStoresClient.ts

@@ -0,0 +1,39 @@
+import { supabase } from "@/auth/supabase"
+
+type EdgeModule = "files" | "vectorStores" | "vectorStoreFiles"
+
+type EdgeArgs = {
+  module: EdgeModule
+  action: string
+  params?: Record<string, any>
+}
+
+export async function callFilesAndVectorStoresApi<T = unknown>(
+  args: EdgeArgs,
+): Promise<T> {
+  const { data, error } = await supabase.functions.invoke<any>(
+    "files-and-vector-stores-api",
+    {
+      body: args,
+    },
+  )
+
+  if (error) {
+    console.error(error)
+    throw error
+  }
+
+  const payload = data ?? {}
+
+  if (payload.error) {
+    const msg =
+      typeof payload.error === "string"
+        ? payload.error
+        : payload.error.message ?? "Error en la función Edge"
+    throw new Error(msg)
+  }
+
+  // Soporta tanto `{ data: [...] }` como `[...]`
+  const result = payload.data !== undefined ? payload.data : payload
+  return result as T
+}

src/main.tsx

@@ -1,3 +1,4 @@
+// dummy test
 import { StrictMode } from 'react'
 import ReactDOM from 'react-dom/client'
 import { RouterProvider, createRouter } from '@tanstack/react-router'

src/routes/_authenticated.tsx

@@ -149,8 +149,6 @@ function Layout() {
 
 function Sidebar({ onNavigate }: { onNavigate?: () => void }) {
   const { claims } = useSupabaseAuth()
-  const isAdmin = claims?.role === 'lci' || claims?.role === 'vicerrectoria'
-
   const canSeeCarreras = ["jefe_carrera", 'vicerrectoria', 'secretario_academico', 'lci'].includes(claims?.role ?? '')
 
 

src/routes/_authenticated/archivos.tsx

@@ -1,6 +1,6 @@
 // routes/_authenticated/archivos.tsx
 import { createFileRoute, useRouter } from "@tanstack/react-router"
-import { use, useMemo, useState } from "react"
+import { useEffect, useMemo, useState } from "react"
 import { supabase, useSupabaseAuth } from "@/auth/supabase"
 import * as Icons from "lucide-react"
 import { Card, CardContent, CardHeader, CardTitle } from "@/components/ui/card"
@@ -9,92 +9,204 @@ import { Button } from "@/components/ui/button"
 import { Badge } from "@/components/ui/badge"
 import { Label } from "@/components/ui/label"
 import {
-  Dialog, DialogContent, DialogDescription, DialogFooter, DialogHeader, DialogTitle,
+  Dialog,
+  DialogContent,
+  DialogDescription,
+  DialogFooter,
+  DialogHeader,
+  DialogTitle,
 } from "@/components/ui/dialog"
 import { Textarea } from "@/components/ui/textarea"
-import { Select, SelectTrigger, SelectContent, SelectItem, SelectValue } from "@/components/ui/select"
+import {
-import { DetailDialog } from "@/components/archivos/DetailDialog"
+  Select,
+  SelectContent,
+  SelectItem,
+  SelectTrigger,
+  SelectValue,
+} from "@/components/ui/select"
 
-import type { RefRow } from "@/types/RefRow"
+type EdgeModule = "files" | "vectorStores" | "vectorStoreFiles"
-import { uuid } from "zod"
+
+interface VectorStore {
+  id: string
+  object: "vector_store"
+  created_at: number
+  name: string | null
+  description?: string | null
+  usage_bytes: number
+  file_counts: {
+    in_progress: number
+    completed: number
+    failed: number
+    cancelled: number
+    total: number
+  }
+  status: string
+  last_active_at?: number | null
+  metadata?: Record<string, any> | null
+}
+
+interface VectorStoreFile {
+  id: string
+  object: string
+  created_at: number
+  vector_store_id: string
+  status: string
+  usage_bytes: number
+  last_error?: { code: string; message: string } | null
+}
+
+interface VectorStoreFileMeta {
+  id: string
+  user_id: string | null
+  vector_store_id: string
+  openai_file_id: string
+  label: string | null
+  tags: string[] | null
+  created_at: string
+}
+
+type EdgeArgs = {
+  module: EdgeModule
+  action: string
+  params?: Record<string, any>
+}
+
+async function callFilesAndVectorStoresApi<T = unknown>(
+  args: EdgeArgs,
+): Promise<T> {
+  const { data, error } = await supabase.functions.invoke<any>(
+    "files-and-vector-stores-api",
+    {
+      body: args,
+    },
+  )
+
+  if (error) {
+    console.error(error)
+    throw error
+  }
+
+  const payload = data ?? {}
+  if (payload.error) {
+    const msg =
+      typeof payload.error === "string"
+        ? payload.error
+        : payload.error.message ?? "Error en la función Edge"
+    throw new Error(msg)
+  }
+
+  const result = payload.data !== undefined ? payload.data : payload
+  return result as T
+}
 
 export const Route = createFileRoute("/_authenticated/archivos")({
   component: RouteComponent,
   loader: async () => {
-    const { data, error } = await supabase
+    const stores = await callFilesAndVectorStoresApi<VectorStore[]>({
-      .from("documentos")
+      module: "vectorStores",
-      .select("*")
+      action: "list",
-      .order("fecha_subida", { ascending: false })
+      params: {
-      .limit(200)
+        limit: 10,
-    if (error) throw error
+      },
-    return (data ?? []) as RefRow[]
+    })
+    return stores ?? []
   },
 })
 
-function chipTint(ok?: boolean | null) {
+/* ====== UI helpers ====== */
-  return ok
+
-    ? "bg-emerald-50 text-emerald-700 border-emerald-200"
+function StatusBadge({ status }: { status: string }) {
-    : "bg-amber-50 text-amber-800 border-amber-200"
+  const label =
+    status === "completed"
+      ? "Completado"
+      : status === "in_progress"
+        ? "Procesando"
+        : status
+  const base = "text-[10px] px-2 py-0.5 rounded-full border"
+  if (status === "completed") {
+    return (
+      <span
+        className={`${base} bg-emerald-50 text-emerald-700 border-emerald-200`}
+      >
+        {label}
+      </span>
+    )
+  }
+  if (status === "in_progress") {
+    return (
+      <span
+        className={`${base} bg-amber-50 text-amber-800 border-amber-200`}
+      >
+        {label}
+      </span>
+    )
+  }
+  return (
+    <span className={`${base} bg-neutral-50 text-neutral-700 border-neutral-200`}>
+      {label}
+    </span>
+  )
 }
 
+/* ====== Página principal: lista repositorios (Vector Stores) ====== */
+
 function RouteComponent() {
   const router = useRouter()
-  const rows = Route.useLoaderData() as RefRow[]
+  const vectorStores = Route.useLoaderData() as VectorStore[]
 
   const [q, setQ] = useState("")
-  const [estado, setEstado] = useState<"todos" | "proc" | "pend">("todos")
+  const [statusFilter, setStatusFilter] = useState<"all" | "completed" | "in_progress">("all")
-  const [scope, setScope] = useState<"todos" | "internos" | "externos">("todos")
+  const [selected, setSelected] = useState<VectorStore | null>(null)
-
+  const [dialogOpen, setDialogOpen] = useState(false)
-  const [viewing, setViewing] = useState<RefRow | null>(null)
+  const [createOpen, setCreateOpen] = useState(false)
-  const [uploadOpen, setUploadOpen] = useState(false)
+  const [deletingId, setDeletingId] = useState<string | null>(null)
 
   const filtered = useMemo(() => {
-    const t = q.trim().toLowerCase()
+    const term = q.trim().toLowerCase()
-    return rows.filter((r) => {
+    return vectorStores.filter((vs) => {
-      if (estado === "proc" && !r.procesado) return false
+      if (statusFilter !== "all" && vs.status !== statusFilter) return false
-      if (estado === "pend" && r.procesado) return false
+      if (!term) return true
-      if (scope === "internos" && !r.interno) return false
+      return (
-      if (scope === "externos" && r.interno) return false
+        (vs.name ?? "").toLowerCase().includes(term) ||
-
+        (vs.description ?? "").toLowerCase().includes(term)
-      if (!t) return true
+      )
-      const hay =
-        [r.titulo_archivo, r.descripcion, r.fuente_autoridad, r.tipo_contenido, ...(r.tags ?? [])]
-          .filter(Boolean)
-          .some((v) => String(v).toLowerCase().includes(t))
-      return hay
     })
-  }, [rows, q, estado, scope])
+  }, [vectorStores, q, statusFilter])
 
-  async function remove(id: string) {
+  function openDetails(vs: VectorStore) {
-    if (!confirm("¿Eliminar archivo de referencia?")) return
+    setSelected(vs)
-    const { error } = await supabase
+    setDialogOpen(true)
-      .from("documentos")
+  }
-      .delete()
-      .eq("documentos_id", id)
-    if (error) return alert(error.message)
 
+  async function handleDelete(id: string) {
+    if (!confirm("¿Eliminar este repositorio y sus archivos asociados en OpenAI?")) return
+    setDeletingId(id)
     try {
-      const res = await fetch(`${import.meta.env.VITE_BACK_ORIGIN}/api/eliminar/documento`, {
+      await callFilesAndVectorStoresApi({
-        method: "DELETE",
+        module: "vectorStores",
-        headers: { "Content-Type": "application/json" },
+        action: "delete",
-        body: JSON.stringify({ documentos_id: id }),
+        params: { vector_store_id: id },
       })
 
-      if (!res.ok) {
+      await supabase
-        throw new Error("Se falló al eliminar el documento")
+        .from("vector_store_files_meta")
-      }
+        .delete()
-    } catch (err) {
+        .eq("vector_store_id", id)
-      console.error("Error al eliminar el documento:", err)
-    }
 
       router.invalidate()
+    } catch (err: any) {
+      alert(err?.message ?? "Error al eliminar el repositorio")
+    } finally {
+      setDeletingId(null)
+    }
   }
 
   return (
     <div className="p-6 space-y-4">
       <Card>
         <CardHeader className="flex flex-col gap-3 sm:flex-row sm:items-center sm:justify-between">
-          <CardTitle className="font-mono">Archivos de referencia</CardTitle>
+          <CardTitle className="font-mono">Repositorios de archivos</CardTitle>
 
           <div className="flex w-full flex-col gap-2 sm:w-auto sm:flex-row sm:items-center">
             <div className="relative w-full sm:w-80">
@@ -102,240 +214,502 @@ function RouteComponent() {
               <Input
                 value={q}
                 onChange={(e) => setQ(e.target.value)}
-                placeholder="Buscar por título, etiqueta, fuente…"
+                placeholder="Buscar por nombre o descripción…"
                 className="pl-8"
               />
             </div>
 
-            <Select value={estado} onValueChange={(v: any) => setEstado(v)}>
+            <Select
+              value={statusFilter}
+              onValueChange={(v) =>
+                setStatusFilter(v as "all" | "completed" | "in_progress")
+              }
+            >
               <SelectTrigger className="sm:w-[160px]">
                 <SelectValue placeholder="Estado" />
               </SelectTrigger>
               <SelectContent>
-                <SelectItem value="todos">Todos</SelectItem>
+                <SelectItem value="all">Todos</SelectItem>
-                <SelectItem value="proc">Procesados</SelectItem>
+                <SelectItem value="completed">Completados</SelectItem>
-                <SelectItem value="pend">Pendientes</SelectItem>
+                <SelectItem value="in_progress">En proceso</SelectItem>
               </SelectContent>
             </Select>
 
-            <Select value={scope} onValueChange={(v: any) => setScope(v)}>
+            <Button onClick={() => setCreateOpen(true)}>
-              <SelectTrigger className="sm:w-[160px]">
+              <Icons.FolderPlus className="w-4 h-4 mr-2" />
-                <SelectValue placeholder="Ámbito" />
+              Nuevo repositorio
-              </SelectTrigger>
-              <SelectContent>
-                <SelectItem value="todos">Todos</SelectItem>
-                <SelectItem value="internos">Internos</SelectItem>
-                <SelectItem value="externos">Externos</SelectItem>
-              </SelectContent>
-            </Select>
-
-            <Button onClick={() => setUploadOpen(true)}>
-              <Icons.Upload className="w-4 h-4 mr-2" /> Nuevo
             </Button>
           </div>
         </CardHeader>
 
         <CardContent>
+          {filtered.length ? (
             <div className="grid gap-3 sm:grid-cols-2 lg:grid-cols-3 xl:grid-cols-4">
-            {filtered.map((r) => (
+              {filtered.map((vs) => (
                 <article
-                key={r.documentos_id}
+                  key={vs.id}
                   className="rounded-2xl border bg-white/70 dark:bg-neutral-900/60 p-4 flex flex-col gap-3"
                 >
-                <header className="min-w-0">
+                  <header className="min-w-0 space-y-1">
                     <div className="flex items-center justify-between gap-2">
-                    <h3 className="font-semibold truncate">{r.titulo_archivo ?? "(Sin título)"}</h3>
+                      <h3 className="font-semibold truncate">
-                    <span className={`text-[10px] px-2 py-0.5 rounded-full border ${chipTint(r.procesado)}`}>
+                        {vs.name || "(Sin nombre)"}
-                      {r.procesado ? "Procesado" : "Pendiente"}
+                      </h3>
-                    </span>
+                      <StatusBadge status={vs.status} />
                     </div>
-                  <div className="mt-1 text-xs text-neutral-600 flex flex-wrap gap-2">
+                    <div className="flex flex-wrap items-center gap-2 text-xs text-neutral-600">
-                    {r.tipo_contenido && <Badge variant="outline">{r.tipo_contenido}</Badge>}
+                      <Badge variant="outline">
-                    {r.interno != null && (
+                        Archivos: {vs.file_counts?.completed ?? 0}
-                      <Badge variant="outline">{r.interno ? "Interno" : "Externo"}</Badge>
+                      </Badge>
+                      {typeof vs.usage_bytes === "number" && (
+                        <span>
+                          {(vs.usage_bytes / 1024 / 1024).toFixed(2)} MB
+                        </span>
                       )}
-                    {r.fecha_subida && (
+                      {vs.last_active_at && (
                         <span className="inline-flex items-center gap-1">
-                        <Icons.CalendarClock className="w-3 h-3" />
+                          <Icons.Clock3 className="w-3 h-3" />
-                        {new Date(r.fecha_subida).toLocaleDateString()}
+                          {new Date(vs.last_active_at * 1000).toLocaleDateString()}
                         </span>
                       )}
                     </div>
                   </header>
 
-                {r.descripcion && (
+                  {vs.description && (
-                  <p className="text-sm text-neutral-700 line-clamp-3">{r.descripcion}</p>
+                    <p className="text-sm text-neutral-700 line-clamp-3">
+                      {vs.description}
+                    </p>
                   )}
 
-                {/* Tags 
+                  <div className="mt-auto flex items-center justify-between gap-2 pt-2">
-                {r.tags && r.tags.length > 0 && (
+                    <Button variant="ghost" size="sm" onClick={() => openDetails(vs)}>
-                  <div className="flex flex-wrap gap-1.5">
+                      <Icons.Eye className="w-4 h-4 mr-1" /> Abrir
-                    {r.tags.map((t, i) => (
-                      <span key={i} className="text-[10px] px-2 py-0.5 rounded-full border bg-white/60">
-                        #{t}
-                      </span>
-                    ))}
-                  </div>
-                )} */}
-
-                <div className="mt-auto flex items-center justify-between gap-2">
-                  <Button variant="ghost" size="sm" onClick={() => setViewing(r)}>
-                    <Icons.Eye className="w-4 h-4 mr-1" /> Ver
                     </Button>
-                  <Button variant="ghost" size="sm" onClick={() => remove(r.documentos_id)}>
+                    <Button
-                    <Icons.Trash2 className="w-4 h-4 mr-1" /> Eliminar
+                      variant="ghost"
+                      size="sm"
+                      onClick={() => handleDelete(vs.id)}
+                      disabled={deletingId === vs.id}
+                    >
+                      <Icons.Trash2 className="w-4 h-4 mr-1" />
+                      {deletingId === vs.id ? "Eliminando…" : "Eliminar"}
                     </Button>
                   </div>
                 </article>
               ))}
             </div>
-
+          ) : (
-          {!filtered.length && (
+            <div className="text-center text-sm text-neutral-500 py-10">
-            <div className="text-center text-sm text-neutral-500 py-10">No hay archivos</div>
+              No hay repositorios todavía. Crea uno nuevo para empezar 🚀
+            </div>
           )}
         </CardContent>
       </Card>
 
-      {/* Detalle */}
+      <CreateVectorStoreDialog
-      <DetailDialog row={viewing} onClose={() => setViewing(null)} />
+        open={createOpen}
+        onOpenChange={setCreateOpen}
+        onCreated={() => router.invalidate()}
+      />
 
-      {/* Subida */}
+      <VectorStoreDialog
-      <UploadDialog open={uploadOpen} onOpenChange={setUploadOpen} onDone={() => router.invalidate()} />
+        store={selected}
+        open={dialogOpen}
+        onOpenChange={(open) => {
+          setDialogOpen(open)
+          if (!open) setSelected(null)
+        }}
+        onUpdated={() => router.invalidate()}
+      />
     </div>
   )
 }
 
-/* ========= Subida ========= */
+/* ====== Crear repositorio ====== */
-function UploadDialog({
-  open, onOpenChange, onDone,
-}: { open: boolean; onOpenChange: (o: boolean) => void; onDone: () => void }) {
-  const supabaseAuth = useSupabaseAuth()
-  const [file, setFile] = useState<File | null>(null)
-  const [instrucciones, setInstrucciones] = useState("")
-  const [tags, setTags] = useState("")
-  const [interno, setInterno] = useState(true)
-  const [fuente, setFuente] = useState("")
-  const [subiendo, setSubiendo] = useState(false)
 
-  async function toBase64(f: File): Promise<string> {
+function CreateVectorStoreDialog({
-    const buf = await f.arrayBuffer()
+  open,
-    const bytes = new Uint8Array(buf)
+  onOpenChange,
-    let binary = ""
+  onCreated,
-    for (let i = 0; i < bytes.byteLength; i++) binary += String.fromCharCode(bytes[i])
+}: {
-    return btoa(binary)
+  open: boolean
+  onOpenChange: (open: boolean) => void
+  onCreated: () => void
+}) {
+  const [name, setName] = useState("")
+  const [description, setDescription] = useState("")
+  const [creating, setCreating] = useState(false)
+
+  async function handleCreate() {
+    if (!name.trim()) {
+      alert("Escribe un nombre para el repositorio")
+      return
     }
-
+    setCreating(true)
-  async function upload() {
-    if (!file) { alert("Selecciona un archivo"); return }
-    if (!instrucciones.trim()) { alert("Escribe las instrucciones"); return }
-
-    setSubiendo(true)
     try {
-      const fileBase64 = await toBase64(file)
+      await callFilesAndVectorStoresApi<VectorStore>({
-      // Enviamos al motor (inserta en la tabla si insert=true)
+        module: "vectorStores",
-      const res = await fetch(`${import.meta.env.VITE_BACK_ORIGIN}/api/upload/documento`, {
+        action: "create",
-        method: "POST",
+        params: { name: name.trim(), description: description.trim() || undefined },
-        headers: { "Content-Type": "application/json" },
-        body: JSON.stringify({
-          prompt: instrucciones,
-          fileBase64,
-          insert: true,
-          uuid: supabaseAuth.user?.id ?? null,
-        }),
       })
-      if (!res.ok) {
-        const txt = await res.text()
-        throw new Error(txt || "Error al subir")
-      }
-      // Ajustes extra (tags, interno, fuente) si el motor no los llenó
-      // Intentamos leer el id que regrese el servicio; si no, solo invalidamos.
-      let createdId: string | null = null
-      try {
-        const payload = await res.json()
-        createdId =
-          payload?.documentos_id ||
-          payload?.id ||
-          payload?.data?.documentos_id ||
-          null
-      } catch { /* noop */ }
-
-      if (createdId && (tags.trim() || fuente.trim() || typeof interno === "boolean")) {
-        await supabase
-          .from("documentos")
-          .update({
-            tags: tags.trim() ? tags.split(",").map((s) => s.trim()).filter(Boolean) : undefined,
-            fuente_autoridad: fuente.trim() || undefined,
-            interno,
-          })
-          .eq("documentos_id", createdId)
-      }
-
       onOpenChange(false)
-      onDone()
+      setName("")
-    } catch (e: any) {
+      setDescription("")
-      alert(e?.message ?? "Error al subir el documento")
+      onCreated()
+    } catch (err: any) {
+      alert(err?.message ?? "Error al crear el repositorio")
     } finally {
-      setSubiendo(false)
+      setCreating(false)
     }
   }
 
   return (
     <Dialog open={open} onOpenChange={onOpenChange}>
-      <DialogContent className="max-w-xl">
+      <DialogContent className="max-w-md">
         <DialogHeader>
-          <DialogTitle className="font-mono" >Nuevo archivo de referencia</DialogTitle>
+          <DialogTitle className="font-mono">Nuevo repositorio</DialogTitle>
           <DialogDescription>
-            Sube un documento y escribe instrucciones para su procesamiento. Se guardará en la base y se marcará como
+            Crea un Vector Store para agrupar archivos relacionados.
-            <em> procesado </em> cuando termine el flujo.
           </DialogDescription>
         </DialogHeader>
 
         <div className="grid gap-3">
           <div className="space-y-1">
-            <Label>Archivo</Label>
+            <Label>Nombre</Label>
-            <Input type="file" accept=".pdf,.doc,.docx,.txt,.md" onChange={(e) => setFile(e.target.files?.[0] ?? null)} />
+            <Input
-            {file && (
+              value={name}
-              <div className="text-xs text-neutral-600">{file.name} · {(file.size / 1024).toFixed(1)} KB</div>
+              onChange={(e) => setName(e.target.value)}
-            )}
+              placeholder="Planeación curricular, Entrevistas…"
-          </div>
-
-          <div className="space-y-1">
-            <Label>Instrucciones</Label>
-            <Textarea
-              value={instrucciones}
-              onChange={(e) => setInstrucciones(e.target.value)}
-              placeholder="Ej.: Extrae temario, resultados de aprendizaje y bibliografía; limpia ruido y normaliza formato."
-              className="min-h-[120px]"
             />
           </div>
-
-          <div className="grid sm:grid-cols-2 gap-3">
           <div className="space-y-1">
-              <Label>Tags (separados por coma)</Label>
+            <Label>Descripción (opcional)</Label>
-              <Input value={tags} onChange={(e) => setTags(e.target.value)} placeholder="normatividad, plan, lineamientos" />
+            <Textarea
-            </div>
+              value={description}
-            <div className="space-y-1">
+              onChange={(e) => setDescription(e.target.value)}
-              <Label>Fuente de autoridad</Label>
+              placeholder="Breve descripción del contenido de este repositorio."
-              <Input value={fuente} onChange={(e) => setFuente(e.target.value)} placeholder="SEP, ANUIES…" />
+              className="min-h-[80px]"
-            </div>
+            />
-          </div>
-
-          <div className="space-y-1">
-            <Label>Ámbito</Label>
-            <Select value={String(interno)} onValueChange={(v) => setInterno(v === "true")}>
-              <SelectTrigger><SelectValue /></SelectTrigger>
-              <SelectContent>
-                <SelectItem value="true">Interno</SelectItem>
-                <SelectItem value="false">Externo</SelectItem>
-              </SelectContent>
-            </Select>
           </div>
         </div>
 
         <DialogFooter>
-          <Button variant="outline" onClick={() => onOpenChange(false)}>Cancelar</Button>
+          <Button variant="outline" onClick={() => onOpenChange(false)}>
-          <Button onClick={upload} disabled={subiendo || !file || !instrucciones.trim()}>
+            Cancelar
-            {subiendo ? "Subiendo…" : "Subir"}
+          </Button>
+          <Button onClick={handleCreate} disabled={creating || !name.trim()}>
+            {creating ? "Creando…" : "Crear repositorio"}
+          </Button>
+        </DialogFooter>
+      </DialogContent>
+    </Dialog>
+  )
+}
+
+/* ====== Detalle de un repositorio: archivos + subida ====== */
+
+type FileRow = {
+  file: VectorStoreFile
+  meta: VectorStoreFileMeta | null
+}
+
+function VectorStoreDialog({
+  store,
+  open,
+  onOpenChange,
+  onUpdated,
+}: {
+  store: VectorStore | null
+  open: boolean
+  onOpenChange: (open: boolean) => void
+  onUpdated: () => void
+}) {
+  const supabaseAuth = useSupabaseAuth()
+  const [files, setFiles] = useState<FileRow[]>([])
+  const [loading, setLoading] = useState(false)
+  const [error, setError] = useState<string | null>(null)
+  const [uploading, setUploading] = useState(false)
+  const [refreshing, setRefreshing] = useState(false)
+  const [file, setFile] = useState<File | null>(null)
+  const [label, setLabel] = useState("")
+
+  useEffect(() => {
+    if (!open || !store) return
+    void refreshFiles()
+    // eslint-disable-next-line react-hooks/exhaustive-deps
+  }, [open, store?.id])
+
+  async function refreshFiles() {
+    if (!store) return
+    setLoading(true)
+    setError(null)
+    try {
+      const vectorFiles = await callFilesAndVectorStoresApi<VectorStoreFile[]>({
+        module: "vectorStoreFiles",
+        action: "list",
+        params: { vector_store_id: store.id },
+      })
+
+      const { data: metaRows, error: metaError } = await supabase
+        .from("vector_store_files_meta")
+        .select("*")
+        .eq("vector_store_id", store.id)
+        .order("created_at", { ascending: false })
+
+      if (metaError) throw metaError
+
+      const meta = (metaRows ?? []) as VectorStoreFileMeta[]
+
+      const merged: FileRow[] = (vectorFiles ?? []).map((vf) => ({
+        file: vf,
+        meta: meta.find((m) => m.openai_file_id === vf.id) ?? null,
+      }))
+
+      setFiles(merged)
+    } catch (err: any) {
+      console.error(err)
+      setError(err?.message ?? "No se pudieron cargar los archivos")
+    } finally {
+      setLoading(false)
+    }
+  }
+
+
+  async function handleUpload() {
+    if (!store || !file) {
+      alert("Selecciona un archivo")
+      return
+    }
+
+    setUploading(true)
+    try {
+      // 1) Subir archivo a OpenAI vía Edge con FormData (igual que en tu script)
+      const formData = new FormData()
+      formData.append("module", "files")
+      formData.append("action", "upload")
+      formData.append("file", file)
+      formData.append("purpose", "assistants") // o lo que uses en tu flujo
+
+      const { data, error } = await supabase.functions.invoke<any>(
+        "files-and-vector-stores-api",
+        {
+          body: formData,
+        },
+      )
+
+      if (error) {
+        console.error(error)
+        throw error
+      }
+
+      const uploaded = data
+      // La respuesta es el objeto "file" de OpenAI:
+      // { object: "file", id: "file-xxx", ... }
+      const openaiFileId: string | undefined = uploaded?.id
+
+      if (!openaiFileId) {
+        console.error("Respuesta Edge inesperada:", uploaded)
+        throw new Error("La Edge Function no devolvió el id del archivo")
+      }
+
+      // 2) Mapear archivo al Vector Store (JSON normal)
+      await callFilesAndVectorStoresApi<any>({
+        module: "vectorStoreFiles",
+        action: "create",
+        params: {
+          vector_store_id: store.id,
+          body: {
+            file_id: openaiFileId,
+
+          },
+        },
+      })
+
+      // 3) Guardar metadata en Supabase
+      const { error: insertError } = await supabase
+        .from("vector_store_files_meta")
+        .insert({
+          user_id: supabaseAuth.user?.id ?? null,
+          vector_store_id: store.id,
+          openai_file_id: openaiFileId,
+          label: label.trim() || file.name,
+        })
+
+      if (insertError) throw insertError
+
+      setFile(null)
+      setLabel("")
+      await refreshFiles()
+      onUpdated()
+    } catch (err: any) {
+      console.error(err)
+      alert(err?.message ?? "Error al subir el archivo")
+    } finally {
+      setUploading(false)
+    }
+  }
+  async function handleDeleteFile(fileId: string) {
+    if (!store) return
+    if (!confirm("¿Eliminar este archivo del repositorio y de OpenAI?")) return
+    setRefreshing(true)
+    try {
+      await callFilesAndVectorStoresApi<any>({
+        module: "vectorStoreFiles",
+        action: "delete",
+        params: {
+          vector_store_id: store.id,
+          file_id: fileId,
+        },
+      })
+
+      // Opcional: eliminar también el archivo global de OpenAI
+      await callFilesAndVectorStoresApi<any>({
+        module: "files",
+        action: "delete",
+        params: { id: fileId },
+      })
+
+      await supabase
+        .from("vector_store_files_meta")
+        .delete()
+        .eq("openai_file_id", fileId)
+
+      await refreshFiles()
+      onUpdated()
+    } catch (err: any) {
+      console.error(err)
+      alert(err?.message ?? "Error al eliminar el archivo")
+    } finally {
+      setRefreshing(false)
+    }
+  }
+
+  if (!store) return null
+
+  return (
+    <Dialog open={open} onOpenChange={onOpenChange}>
+      <DialogContent className="max-w-2xl">
+        <DialogHeader>
+          <DialogTitle className="flex items-center gap-2">
+            <Icons.Folder className="h-4 w-4" />
+            {store.name || "(Sin nombre)"}
+          </DialogTitle>
+          <DialogDescription>
+            Gestiona los archivos asociados a este repositorio (Vector Store).
+          </DialogDescription>
+        </DialogHeader>
+
+        <div className="space-y-4">
+          <div className="flex flex-wrap items-center gap-3 text-xs text-neutral-600">
+            <StatusBadge status={store.status} />
+            <Badge variant="outline">
+              Archivos completados: {store.file_counts?.completed ?? 0}
+            </Badge>
+            <Badge variant="outline">
+              Total archivos: {store.file_counts?.total ?? 0}
+            </Badge>
+            {typeof store.usage_bytes === "number" && (
+              <span>{(store.usage_bytes / 1024 / 1024).toFixed(2)} MB</span>
+            )}
+          </div>
+
+          {/* Subida de archivo */}
+          <div className="space-y-2 rounded-lg border bg-muted/50 p-4">
+            <Label className="text-xs font-semibold uppercase tracking-wide text-neutral-500">
+              Agregar archivo al repositorio
+            </Label>
+            <div className="grid gap-3 sm:grid-cols-[minmax(0,1fr)_minmax(0,1fr)] sm:items-end">
+              <div className="space-y-1">
+                <Input
+                  type="file"
+                  accept=".pdf,.doc,.docx,.txt,.md"
+                  onChange={(e) => setFile(e.target.files?.[0] ?? null)}
+                />
+                {file && (
+                  <div className="text-xs text-neutral-600">
+                    {file.name} · {(file.size / 1024).toFixed(1)} KB
+                  </div>
+                )}
+              </div>
+              <div className="space-y-1">
+                <Label>Título / etiqueta</Label>
+                <Input
+                  value={label}
+                  onChange={(e) => setLabel(e.target.value)}
+                  placeholder="Ej.: Plan 2025, Entrevista 3…"
+                />
+                <Button
+                  className="mt-2 w-full sm:w-auto"
+                  onClick={handleUpload}
+                  disabled={uploading || !file}
+                >
+                  {uploading ? "Subiendo…" : "Subir al repositorio"}
+                </Button>
+              </div>
+            </div>
+          </div>
+
+          {/* Lista de archivos */}
+          <div className="space-y-2">
+            <div className="flex items-center justify-between">
+              <Label>Archivos en este repositorio</Label>
+              <Button
+                variant="ghost"
+                size="sm"
+                onClick={() => refreshFiles()}
+                disabled={loading || refreshing}
+              >
+                <Icons.RefreshCw className="h-4 w-4 mr-1" />
+                Actualizar
+              </Button>
+            </div>
+
+            {loading ? (
+              <div className="text-xs text-neutral-500 py-4">
+                Cargando archivos…
+              </div>
+            ) : error ? (
+              <div className="text-xs text-red-500 py-4">{error}</div>
+            ) : files.length === 0 ? (
+              <div className="text-xs text-neutral-500 py-4">
+                Todavía no hay archivos en este repositorio ⚡
+              </div>
+            ) : (
+              <ul className="space-y-2 max-h-64 overflow-y-auto pr-1">
+                {files.map(({ file, meta }) => (
+                  <li
+                    key={file.id}
+                    className="flex items-center justify-between gap-3 rounded-md border bg-background px-3 py-2"
+                  >
+                    <div className="min-w-0">
+                      <p className="font-medium truncate">
+                        {meta?.label || file.id}
+                      </p>
+                      <p className="text-xs text-neutral-500 truncate">
+                        {new Date(file.created_at * 1000).toLocaleString()} ·{" "}
+                        {(file.usage_bytes / 1024).toFixed(1)} KB
+                      </p>
+                    </div>
+                    <div className="flex items-center gap-2">
+                      <StatusBadge status={file.status} />
+                      <Button
+                        variant="ghost"
+                        size="icon"
+                        onClick={() => handleDeleteFile(file.id)}
+                      >
+                        <Icons.Trash2 className="h-4 w-4" />
+                      </Button>
+                    </div>
+                  </li>
+                ))}
+              </ul>
+            )}
+          </div>
+        </div>
+
+        <DialogFooter>
+          <Button variant="outline" onClick={() => onOpenChange(false)}>
+            Cerrar
           </Button>
         </DialogFooter>
       </DialogContent>

src/routes/_authenticated/asignaturas.tsx

@@ -2,7 +2,7 @@ import { createFileRoute, Link, useRouter } from '@tanstack/react-router'
 import { useSuspenseQuery, queryOptions, useQueryClient } from '@tanstack/react-query'
 import { supabase } from '@/auth/supabase'
 import * as Icons from 'lucide-react'
-import { useEffect, useMemo, useState } from 'react'
+import { useMemo, useState } from 'react'
 import { Button } from '@/components/ui/button'
 import { Input } from '@/components/ui/input'
 import { Select, SelectTrigger, SelectContent, SelectItem, SelectValue } from '@/components/ui/select'
@@ -168,13 +168,13 @@ function RouteComponent() {
   const [q, setQ] = useState(search.q ?? '')
   const [sem, setSem] = useState<string>('todos')
   const [tipo, setTipo] = useState<string>('todos')
-  const [groupBy, setGroupBy] = useState<'semestre' | 'ninguno'>('semestre')
+  const [groupBy] = useState<'semestre' | 'ninguno'>('semestre')
   const [flag, setFlag] = useState<'' | 'sinBibliografia' | 'sinCriterios' | 'sinContenidos'>(search.f ?? '')
 
-const [facultad, setFacultad] = useState("todas")
+  const [facultad, setFacultad] = useState("todas")
-const [carrera, setCarrera] = useState("todas")
+  const [carrera, setCarrera] = useState("todas")
 
-/* useEffect(() => {
+  /* useEffect(() => {
     const timeout = setTimeout(() => {
       router.navigate({
         to: '/asignaturas',
@@ -183,10 +183,10 @@ const [carrera, setCarrera] = useState("todas")
       })
     }, 400)
     return () => clearTimeout(timeout)
-}, [q]) */
+  }, [q]) */
 
 
-function handleChange(e: React.ChangeEvent<HTMLInputElement>) {
+  function handleChange(e: React.ChangeEvent<HTMLInputElement>) {
     const value = e.target.value
     setQ(value)
     router.navigate({
@@ -199,18 +199,18 @@ function handleChange(e: React.ChangeEvent<HTMLInputElement>) {
     })
   }
 
-// 🟣 Lista única de facultades
+  // 🟣 Lista única de facultades
-const facultadesList = useMemo(() => {
+  const facultadesList = useMemo(() => {
     const unique = new Map<string, string>()
     planes?.forEach((p) => {
       const fac = p.carrera?.facultad
       if (fac?.id && fac?.nombre) unique.set(fac.id, fac.nombre)
     })
     return Array.from(unique.entries())
-}, [planes])
+  }, [planes])
 
-// 🎓 Lista de carreras según la facultad seleccionada
+  // 🎓 Lista de carreras según la facultad seleccionada
-const carrerasList = useMemo(() => {
+  const carrerasList = useMemo(() => {
     const unique = new Map<string, string>()
     planes?.forEach((p) => {
       if (
@@ -222,7 +222,7 @@ const carrerasList = useMemo(() => {
       }
     })
     return Array.from(unique.entries())
-}, [planes, facultad])
+  }, [planes, facultad])
 
 
   // NEW: Clonado individual
@@ -256,12 +256,6 @@ const carrerasList = useMemo(() => {
     return Array.from(s).sort((a, b) => (a === '—' ? 1 : 0) - (b === '—' ? 1 : 0) || Number(a) - Number(b))
   }, [asignaturas])
 
-  const tipos = useMemo(() => {
-    const s = new Set<string>()
-    asignaturas.forEach(a => s.add(a.tipo ?? '—'))
-    return Array.from(s).sort()
-  }, [asignaturas])
-
   // Salud
   const salud = useMemo(() => {
     let sinBibliografia = 0, sinCriterios = 0, sinContenidos = 0
@@ -296,7 +290,7 @@ const carrerasList = useMemo(() => {
 
       return matchesQ && semOK && tipoOK && flagOK && carreraOK && facultadOK && planOK
     })
-}, [q, sem, tipo, flag, carrera, facultad, asignaturas])
+  }, [q, sem, tipo, flag, carrera, facultad, asignaturas])
 
 
   // Agrupación
@@ -316,7 +310,8 @@ const carrerasList = useMemo(() => {
   }, [filtered, groupBy])
 
   // Helpers
-  const clearFilters = () => { setQ(''); setSem('todos'); setTipo('todos'); setCarrera('todas'); setFlag('') ; setFacultad('todas')
+  const clearFilters = () => {
+    setQ(''); setSem('todos'); setTipo('todos'); setCarrera('todas'); setFlag(''); setFacultad('todas')
     // Actualiza la URL limpiando todos los query params
     router.navigate({
       to: '/asignaturas',
@@ -550,7 +545,12 @@ const carrerasList = useMemo(() => {
                 value={search.planId ?? "todos"}
                 onValueChange={(val) => {
                   router.navigate({
-                    search: { ...search, planId: val === "todos" ? "" : val },
+                    to: '/asignaturas',
+                    search: {
+                      ...search,
+                      planId: val === 'todos' ? '' : val,
+                    },
+                    replace: true,
                   })
                 }}
               >
@@ -828,7 +828,6 @@ function AsignaturaCard({ a, onClone, onAddToCart }: { a: Asignatura; onClone: (
   const horasT = a.horas_teoricas ?? 0
   const horasP = a.horas_practicas ?? 0
   const meta = tipoMeta(a.tipo)
-  const FacIcon = (Icons as any)[a.plan?.carrera?.facultad?.icon ?? 'Building2'] || Icons.Building2
   console.log(a);
 
   return (

src/routes/_authenticated/plan/$planId.tsx

@@ -7,7 +7,7 @@ import { Card, CardContent, CardHeader, CardTitle } from "@/components/ui/card"
 import { Badge } from "@/components/ui/badge"
 import { AcademicSections, planKeys } from "@/components/planes/academic-sections"
 import { GradientMesh } from "../../../components/planes/GradientMesh"
-import { asignaturaExtraOptions, asignaturaKeys, asignaturasCountOptions, asignaturasPreviewOptions, planByIdOptions, type AsignaturaLite, type PlanFull } from "@/components/planes/planQueries"
+import { asignaturaExtraOptions, asignaturaKeys, asignaturasPreviewOptions, planByIdOptions, type AsignaturaLite, type PlanFull } from "@/components/planes/planQueries"
 import { softAccentStyle } from "@/components/planes/planHelpers"
 import { Dialog, DialogContent, DialogDescription, DialogTitle } from "@/components/ui/dialog"
 import { DialogFooter, DialogHeader } from "@/components/ui/dialog"

src/routes/_authenticated/usuarios.tsx

@@ -17,13 +17,6 @@ import { toast } from "sonner"
 
 
 
-/* -------------------- Tipos -------------------- */
-
-
-const SCOPED_ROLES = ["director_facultad", "secretario_academico", "jefe_carrera"] as const
-
-
-
 
 /* -------------------- Query Keys & Fetcher -------------------- */
 const usersKeys = {
@@ -149,35 +142,6 @@ function RouteComponent() {
     carrera_id?: string | null
   }>({ email: "", password: "" })
 
-  function genPassword() {
-    /*
-      Supabase requiere que las contraseñas tengan las siguientes características:
-      - Mínimo de 6 caracteres
-      - Debe contener al menos una letra minúscula
-      - Debe contener al menos una letra mayúscula
-      - Debe contener al menos un número
-      - Debe contener al menos un carácter especial
-      Para garantizar la seguridad, generaremos contraseñas de 12 caracteres en vez del mínimo de 6
-     */
-
-    // 1. Generar una permutación de los números de 1 al 12 con el método Fisher-Yates
-    
-    const positions = Array.from({ length: 12 }, (_, i) => i);
-    for (let i = positions.length - 1; i > 0; i--) {
-      const j = Math.floor(Math.random() * (i + 1));
-      [positions[i], positions[j]] = [positions[j], positions[i]];
-    }
-
-    // 2. Las correspondencias son las siguientes:
-    //     - El primer número indica la posición de la letra minúscula
-    //     - El segundo número indica la posición de la letra mayúscula
-    //     - El tercer número indica la posición del número
-    //     - El cuarto número indica la posición del carácter especial
-    //     - En las demás posiciones puede haber cualquier caracter alfanumérico
-
-    const s = Array.from(crypto.getRandomValues(new Uint32Array(4))).map((n) => n.toString(36)).join("")
-    return s.slice(0, 14)
-  }
 
   function RolePill({ role }: { role: Role }) {
     const meta = ROLE_META[role]
@@ -197,61 +161,6 @@ function RouteComponent() {
     router.invalidate()
   }
 
-  const upsertNombramiento = useMutation({
-    mutationFn: async (opts: {
-      user_id: string
-      puesto: "director_facultad" | "secretario_academico" | "jefe_carrera"
-      facultad_id?: string | null
-      carrera_id?: string | null
-    }) => {
-      // cierra vigentes
-      if (opts.puesto === "jefe_carrera") {
-        if (!opts.carrera_id) throw new Error("Selecciona carrera")
-        await supabase
-          .from("nombramientos")
-          .update({ hasta: new Date().toISOString().slice(0, 10) })
-          .eq("puesto", "jefe_carrera")
-          .eq("carrera_id", opts.carrera_id)
-          .is("hasta", null)
-      } else {
-        if (!opts.facultad_id) throw new Error("Selecciona facultad")
-        await supabase
-          .from("nombramientos")
-          .update({ hasta: new Date().toISOString().slice(0, 10) })
-          .eq("puesto", opts.puesto)
-          .eq("facultad_id", opts.facultad_id)
-          .is("hasta", null)
-      }
-      const { error } = await supabase.from("nombramientos").insert({
-        user_id: opts.user_id,
-        puesto: opts.puesto,
-        facultad_id: opts.facultad_id ?? null,
-        carrera_id: opts.carrera_id ?? null,
-        desde: new Date().toISOString().slice(0, 10),
-        hasta: null,
-      })
-      if (error) throw error
-    },
-    onError: (e: any) => toast.error(e?.message || "Error al registrar nombramiento"),
-  })
-
-  const toggleBan = useMutation({
-    mutationFn: async (u: UserClaims) => {
-      throw new Error("Funcionalidad de baneo no implementada aún.")
-      const banned = false // cuando se tenga acceso a ese campo
-      // const banned = !!u.banned_until && new Date(u.banned_until) > new Date()
-      const payload = banned ? { banned_until: null } : { banned_until: new Date(Date.now() + 100 * 365 * 24 * 60 * 60 * 1000).toISOString() }
-      // const { error } = await supabase.auth.admin.updateUserById(u.id, payload as any)
-      // if (error) throw new Error(error.message)
-      return !banned
-    },
-    onSuccess: async (isBanned) => {
-      toast.success(isBanned ? "Usuario baneado" : "Usuario desbaneado")
-      await invalidateAll()
-    },
-    onError: (e: any) => toast.error(e?.message || "Error al cambiar estado de baneo"),
-  })
-
   const createUser = useMutation({
     mutationFn: async (payload: typeof createForm) => {
       // Validaciones previas
@@ -409,7 +318,7 @@ function RouteComponent() {
                           </div>
                         </div>
                         <div className="flex items-center gap-1">
-                          <Button variant="outline" size="sm" onClick={() => toggleBan.mutate(u)} title={banned ? "Restaurar acceso" : "Inhabilitar la cuenta"} className="hidden sm:inline-flex">
+                          <Button variant="outline" size="sm" onClick={() => {}} title={banned ? "Restaurar acceso" : "Inhabilitar la cuenta"} className="hidden sm:inline-flex">
                             <Icons.BanIcon className="w-4 h-4 mr-1" /> {banned ? "Restaurar acceso" : "Inhabilitar la cuenta"}
                           </Button>
                           <Button variant="ghost" size="sm" className="hidden sm:inline-flex shrink-0" onClick={() => openEdit(u)}>
@@ -425,7 +334,7 @@ function RouteComponent() {
                       </div>
                     </div>
                     <div className="sm:hidden self-start shrink-0 flex gap-1">
-                      <Button variant="outline" size="icon" onClick={() => toggleBan.mutate(u)} aria-label="Ban/Unban"><Icons.BanIcon className="w-4 h-4" /></Button>
+                      <Button variant="outline" size="icon" onClick={() => {}} aria-label="Ban/Unban"><Icons.BanIcon className="w-4 h-4" /></Button>
                       <Button variant="ghost" size="icon" onClick={() => openEdit(u)} aria-label="Editar"><Icons.Pencil className="w-4 h-4" /></Button>
                     </div>
                   </div>

staticwebapp.config.json

@@ -0,0 +1,14 @@
+{
+  "navigationFallback": {
+    "rewrite": "/index.html",
+    "exclude": [
+      "/assets/*",
+      "/*.css",
+      "/*.js",
+      "/*.ico",
+      "/*.png",
+      "/*.jpg",
+      "/*.svg"
+    ]
+  }
+}

swa-cli.config.json

@@ -0,0 +1,12 @@
+{
+  "$schema": "https://aka.ms/azure/static-web-apps-cli/schema",
+  "configurations": {
+    "acad-ia": {
+      "appLocation": ".",
+      "outputLocation": "dist",
+      "appBuildCommand": "npm run build",
+      "run": "npm run dev",
+      "appDevserverUrl": "http://localhost:5173"
+    }
+  }
+}

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",