{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "bb61ec88",
   "metadata": {},
   "outputs": [],
   "source": [
    "import { load } from \"jsr:@std/dotenv\";\n",
    "import OpenAI from \"jsr:@openai/openai\";\n",
    "\n",
    "const env = await load({\n",
    "    export: true,\n",
    "});\n",
    "\n",
    "const openai = new OpenAI();"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "8baca5f2",
   "metadata": {},
   "outputs": [],
   "source": [
    "import { createClient } from \"@supabase/supabase-js\";\n",
    "const supabaseUrl = Deno.env.get(\"SUPABASE_URL\") || env.SUPABASE_URL;\n",
    "const supabaseKey = Deno.env.get(\"SUPABASE_ANON_KEY\") || env.SUPABASE_ANON_KEY;\n",
    "const supabase = createClient(supabaseUrl, supabaseKey);"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "26b3bb36",
   "metadata": {},
   "outputs": [],
   "source": [
    "// plan Crear un plan en la base (sin datos) estado generando\n",
    "const { data: plan, error } = await supabase.from(\"planes_estudio\").insert({\n",
    "    \"carrera_id\": \"8208da08-d549-4359-8865-9d806bc54f19\",\n",
    "    \"estructura_id\": \"69fb2b77-5a95-47e0-bf1f-389d384200e4\",\n",
    "    \"estado_actual_id\": \"18f49b67-8077-4371-be6e-2019a3be3562\",\n",
    "    \"nombre\": \"Ingeniearía en Cifbernética y Ciberseguridad (2025)\",\n",
    "    \"nivel\": \"Doctorado\",\n",
    "    \"tipo_ciclo\": \"Semestre\",\n",
    "    \"numero_ciclos\": 8,\n",
    "    \"activo\": true,\n",
    "    \"tipo_origen\": \"IA\",\n",
    "    \"creado_por\": \"11111111-1111-1111-1111-111111111111\",\n",
    "    \"actualizado_por\": \"11111111-1111-1111-1111-111111111111\",\n",
    "}).select(\"*\").single();\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "8abb080e",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "\u001b[32m\"e39952c1-a53b-43bf-8033-feda493a0651\"\u001b[39m"
      ]
     },
     "execution_count": 21,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "plan.id"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "id": "a382bdc6",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{\n",
       "  id: \u001b[32m\"resp_0f1906be7e83879e00699895d7f1cc8193a960e6ccdab1d377\"\u001b[39m,\n",
       "  object: \u001b[32m\"response\"\u001b[39m,\n",
       "  created_at: \u001b[33m1771607511\u001b[39m,\n",
       "  status: \u001b[32m\"queued\"\u001b[39m,\n",
       "  background: \u001b[33mtrue\u001b[39m,\n",
       "  completed_at: \u001b[1mnull\u001b[22m,\n",
       "  error: \u001b[1mnull\u001b[22m,\n",
       "  frequency_penalty: \u001b[33m0\u001b[39m,\n",
       "  incomplete_details: \u001b[1mnull\u001b[22m,\n",
       "  instructions: \u001b[1mnull\u001b[22m,\n",
       "  max_output_tokens: \u001b[1mnull\u001b[22m,\n",
       "  max_tool_calls: \u001b[1mnull\u001b[22m,\n",
       "  model: \u001b[32m\"gpt-5-mini-2025-08-07\"\u001b[39m,\n",
       "  output: [],\n",
       "  parallel_tool_calls: \u001b[33mtrue\u001b[39m,\n",
       "  presence_penalty: \u001b[33m0\u001b[39m,\n",
       "  previous_response_id: \u001b[1mnull\u001b[22m,\n",
       "  prompt_cache_key: \u001b[1mnull\u001b[22m,\n",
       "  prompt_cache_retention: \u001b[1mnull\u001b[22m,\n",
       "  reasoning: { effort: \u001b[32m\"medium\"\u001b[39m, summary: \u001b[1mnull\u001b[22m },\n",
       "  safety_identifier: \u001b[1mnull\u001b[22m,\n",
       "  service_tier: \u001b[32m\"auto\"\u001b[39m,\n",
       "  store: \u001b[33mtrue\u001b[39m,\n",
       "  temperature: \u001b[33m1\u001b[39m,\n",
       "  text: {\n",
       "    format: {\n",
       "      type: \u001b[32m\"json_schema\"\u001b[39m,\n",
       "      description: \u001b[1mnull\u001b[22m,\n",
       "      name: \u001b[32m\"response_schema\"\u001b[39m,\n",
       "      schema: {\n",
       "        type: \u001b[32m\"object\"\u001b[39m,\n",
       "        properties: { \u001b[32m\"ai-message\"\u001b[39m: \u001b[36m[Object]\u001b[39m, \u001b[32m\"suggested-topic\"\u001b[39m: \u001b[36m[Object]\u001b[39m },\n",
       "        required: [ \u001b[32m\"ai-message\"\u001b[39m, \u001b[32m\"suggested-topic\"\u001b[39m ],\n",
       "        additionalProperties: \u001b[33mfalse\u001b[39m\n",
       "      },\n",
       "      strict: \u001b[33mtrue\u001b[39m\n",
       "    },\n",
       "    verbosity: \u001b[32m\"medium\"\u001b[39m\n",
       "  },\n",
       "  tool_choice: \u001b[32m\"auto\"\u001b[39m,\n",
       "  tools: [],\n",
       "  top_logprobs: \u001b[33m0\u001b[39m,\n",
       "  top_p: \u001b[33m1\u001b[39m,\n",
       "  truncation: \u001b[32m\"disabled\"\u001b[39m,\n",
       "  usage: \u001b[1mnull\u001b[22m,\n",
       "  user: \u001b[1mnull\u001b[22m,\n",
       "  metadata: {\n",
       "    tabla: \u001b[32m\"planes_estudio\"\u001b[39m,\n",
       "    id: \u001b[32m\"e39952c1-a53b-43bf-8033-feda493a0651\"\u001b[39m\n",
       "  },\n",
       "  output_text: \u001b[32m\"\"\u001b[39m\n",
       "}"
      ]
     },
     "execution_count": 22,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "\n",
    "let response = await openai.responses.create({\n",
    "    model: \"gpt-5-mini\",\n",
    "    input: \"Hola mundo\",\n",
    "    metadata: {\n",
    "        tabla: \"planes_estudio\",\n",
    "        id: plan.id,\n",
    "    },\n",
    "    text: {\n",
    "        format: {\n",
    "            type: \"json_schema\",\n",
    "            name: \"response_schema\",\n",
    "            schema: {\n",
    "                type: \"object\",\n",
    "                properties: {\n",
    "                    \"ai-message\": {\n",
    "                        type: \"string\",\n",
    "                        description:\n",
    "                            \"Un mensaje de texto que la IA generará para el usuario final. Este mensaje debe ser claro y directo, proporcionando la información solicitada por el usuario o indicando que no se puede procesar la solicitud si no está relacionada con planes de estudio o asignaturas.\",\n",
    "                    },\n",
    "                    \"suggested-topic\": {\n",
    "                        type: \"string\",\n",
    "                        description:\n",
    "                            \"Un tema de investigación sugerido por la IA que sea relevante para el plan de estudio o asignatura mencionada en la solicitud del usuario. Este tema debe ser específico y relacionado con el área de estudio correspondiente.\",\n",
    "                    },\n",
    "                },\n",
    "                required: [\"ai-message\", \"suggested-topic\"],\n",
    "                additionalProperties: false,\n",
    "            },\n",
    "        },\n",
    "    },\n",
    "    background: true,\n",
    "});\n",
    "\n",
    "response;\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "id": "6b2470ed",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Current status: queued\n",
      "Current status: in_progress\n",
      "Current status: in_progress\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "{\n",
       "  id: \u001b[32m\"resp_0f1906be7e83879e00699895d7f1cc8193a960e6ccdab1d377\"\u001b[39m,\n",
       "  object: \u001b[32m\"response\"\u001b[39m,\n",
       "  created_at: \u001b[33m1771607511\u001b[39m,\n",
       "  status: \u001b[32m\"completed\"\u001b[39m,\n",
       "  background: \u001b[33mtrue\u001b[39m,\n",
       "  billing: { payer: \u001b[32m\"developer\"\u001b[39m },\n",
       "  completed_at: \u001b[33m1771607519\u001b[39m,\n",
       "  error: \u001b[1mnull\u001b[22m,\n",
       "  frequency_penalty: \u001b[33m0\u001b[39m,\n",
       "  incomplete_details: \u001b[1mnull\u001b[22m,\n",
       "  instructions: \u001b[1mnull\u001b[22m,\n",
       "  max_output_tokens: \u001b[1mnull\u001b[22m,\n",
       "  max_tool_calls: \u001b[1mnull\u001b[22m,\n",
       "  model: \u001b[32m\"gpt-5-mini-2025-08-07\"\u001b[39m,\n",
       "  output: [\n",
       "    {\n",
       "      id: \u001b[32m\"rs_0f1906be7e83879e00699895d976548193ad40e9aae0b1b4f2\"\u001b[39m,\n",
       "      type: \u001b[32m\"reasoning\"\u001b[39m,\n",
       "      summary: []\n",
       "    },\n",
       "    {\n",
       "      id: \u001b[32m\"msg_0f1906be7e83879e00699895ddf62881938811097ba62e8724\"\u001b[39m,\n",
       "      type: \u001b[32m\"message\"\u001b[39m,\n",
       "      status: \u001b[32m\"completed\"\u001b[39m,\n",
       "      content: [\n",
       "        {\n",
       "          type: \u001b[32m\"output_text\"\u001b[39m,\n",
       "          annotations: [],\n",
       "          logprobs: [],\n",
       "          text: \u001b[32m'{\"ai-message\":\"¡Hola! ¿Cómo puedo ayudarte hoy? Si te refieres al clásico “Hola mundo” en programación, puedo mostrarte ejemplos en varios lenguajes, explicar su historia o ayudarte a crear tu primer programa. ¿Qué prefieres?\",\"suggested-topic\":\"El uso del programa “Hola mundo” como herramienta pedagógica en la enseñanza de la programación: impacto en la comprensión inicial, variaciones por lenguaje y mejores prácticas didácticas.\"}'\u001b[39m\n",
       "        }\n",
       "      ],\n",
       "      role: \u001b[32m\"assistant\"\u001b[39m\n",
       "    }\n",
       "  ],\n",
       "  parallel_tool_calls: \u001b[33mtrue\u001b[39m,\n",
       "  presence_penalty: \u001b[33m0\u001b[39m,\n",
       "  previous_response_id: \u001b[1mnull\u001b[22m,\n",
       "  prompt_cache_key: \u001b[1mnull\u001b[22m,\n",
       "  prompt_cache_retention: \u001b[1mnull\u001b[22m,\n",
       "  reasoning: { effort: \u001b[32m\"medium\"\u001b[39m, summary: \u001b[1mnull\u001b[22m },\n",
       "  safety_identifier: \u001b[1mnull\u001b[22m,\n",
       "  service_tier: \u001b[32m\"default\"\u001b[39m,\n",
       "  store: \u001b[33mtrue\u001b[39m,\n",
       "  temperature: \u001b[33m1\u001b[39m,\n",
       "  text: {\n",
       "    format: {\n",
       "      type: \u001b[32m\"json_schema\"\u001b[39m,\n",
       "      description: \u001b[1mnull\u001b[22m,\n",
       "      name: \u001b[32m\"response_schema\"\u001b[39m,\n",
       "      schema: {\n",
       "        type: \u001b[32m\"object\"\u001b[39m,\n",
       "        properties: { \u001b[32m\"ai-message\"\u001b[39m: \u001b[36m[Object]\u001b[39m, \u001b[32m\"suggested-topic\"\u001b[39m: \u001b[36m[Object]\u001b[39m },\n",
       "        required: [ \u001b[32m\"ai-message\"\u001b[39m, \u001b[32m\"suggested-topic\"\u001b[39m ],\n",
       "        additionalProperties: \u001b[33mfalse\u001b[39m\n",
       "      },\n",
       "      strict: \u001b[33mtrue\u001b[39m\n",
       "    },\n",
       "    verbosity: \u001b[32m\"medium\"\u001b[39m\n",
       "  },\n",
       "  tool_choice: \u001b[32m\"auto\"\u001b[39m,\n",
       "  tools: [],\n",
       "  top_logprobs: \u001b[33m0\u001b[39m,\n",
       "  top_p: \u001b[33m1\u001b[39m,\n",
       "  truncation: \u001b[32m\"disabled\"\u001b[39m,\n",
       "  usage: {\n",
       "    input_tokens: \u001b[33m167\u001b[39m,\n",
       "    input_tokens_details: { cached_tokens: \u001b[33m0\u001b[39m },\n",
       "    output_tokens: \u001b[33m437\u001b[39m,\n",
       "    output_tokens_details: { reasoning_tokens: \u001b[33m320\u001b[39m },\n",
       "    total_tokens: \u001b[33m604\u001b[39m\n",
       "  },\n",
       "  user: \u001b[1mnull\u001b[22m,\n",
       "  metadata: {\n",
       "    tabla: \u001b[32m\"planes_estudio\"\u001b[39m,\n",
       "    id: \u001b[32m\"e39952c1-a53b-43bf-8033-feda493a0651\"\u001b[39m\n",
       "  },\n",
       "  output_text: \u001b[32m'{\"ai-message\":\"¡Hola! ¿Cómo puedo ayudarte hoy? Si te refieres al clásico “Hola mundo” en programación, puedo mostrarte ejemplos en varios lenguajes, explicar su historia o ayudarte a crear tu primer programa. ¿Qué prefieres?\",\"suggested-topic\":\"El uso del programa “Hola mundo” como herramienta pedagógica en la enseñanza de la programación: impacto en la comprensión inicial, variaciones por lenguaje y mejores prácticas didácticas.\"}'\u001b[39m\n",
       "}"
      ]
     },
     "execution_count": 23,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "while (response.status === \"queued\" || response.status === \"in_progress\") {\n",
    "    console.log(\"Current status: \" + response.status);\n",
    "    await new Promise((resolve) => setTimeout(resolve, 2000)); // wait 2 seconds\n",
    "    response = await openai.responses.retrieve(response.id);\n",
    "}\n",
    "\n",
    "response;"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "id": "ebb67bd8",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{ tabla: \u001b[32m\"planes_estudio\"\u001b[39m, id: \u001b[32m\"e39952c1-a53b-43bf-8033-feda493a0651\"\u001b[39m }"
      ]
     },
     "execution_count": 24,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "response.metadata"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "id": "cd18fc2d",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{\n",
       "  error: \u001b[1mnull\u001b[22m,\n",
       "  data: {\n",
       "    id: \u001b[32m\"e39952c1-a53b-43bf-8033-feda493a0651\"\u001b[39m,\n",
       "    carrera_id: \u001b[32m\"8208da08-d549-4359-8865-9d806bc54f19\"\u001b[39m,\n",
       "    estructura_id: \u001b[32m\"69fb2b77-5a95-47e0-bf1f-389d384200e4\"\u001b[39m,\n",
       "    nombre: \u001b[32m\"Ingeniearía en Cifbernética y Ciberseguridad (2025)\"\u001b[39m,\n",
       "    nivel: \u001b[32m\"Doctorado\"\u001b[39m,\n",
       "    tipo_ciclo: \u001b[32m\"Semestre\"\u001b[39m,\n",
       "    numero_ciclos: \u001b[33m8\u001b[39m,\n",
       "    datos: {\n",
       "      \u001b[32m\"ai-message\"\u001b[39m: \u001b[32m\"¡Hola! ¿Cómo puedo ayudarte hoy? Si te refieres al clásico “Hola mundo” en programación, puedo mostrarte ejemplos en varios lenguajes, explicar su historia o ayudarte a crear tu primer programa. ¿Qué prefieres?\"\u001b[39m,\n",
       "      \u001b[32m\"suggested-topic\"\u001b[39m: \u001b[32m\"El uso del programa “Hola mundo” como herramienta pedagógica en la enseñanza de la programación: impacto en la comprensión inicial, variaciones por lenguaje y mejores prácticas didácticas.\"\u001b[39m\n",
       "    },\n",
       "    estado_actual_id: \u001b[32m\"18f49b67-8077-4371-be6e-2019a3be3562\"\u001b[39m,\n",
       "    activo: \u001b[33mtrue\u001b[39m,\n",
       "    tipo_origen: \u001b[32m\"IA\"\u001b[39m,\n",
       "    meta_origen: {},\n",
       "    creado_por: \u001b[32m\"11111111-1111-1111-1111-111111111111\"\u001b[39m,\n",
       "    actualizado_por: \u001b[32m\"11111111-1111-1111-1111-111111111111\"\u001b[39m,\n",
       "    creado_en: \u001b[32m\"2026-02-20T17:11:28.995222+00:00\"\u001b[39m,\n",
       "    actualizado_en: \u001b[32m\"2026-02-20T17:12:40.170995+00:00\"\u001b[39m,\n",
       "    nombre_search: \u001b[32m\"ingeniearia en cifbernetica y ciberseguridad (2025)\"\u001b[39m,\n",
       "    plan_hash: \u001b[32m\"70d28457bbddfe4f5cde0574\"\u001b[39m\n",
       "  },\n",
       "  count: \u001b[1mnull\u001b[22m,\n",
       "  status: \u001b[33m200\u001b[39m,\n",
       "  statusText: \u001b[32m\"OK\"\u001b[39m\n",
       "}"
      ]
     },
     "execution_count": 27,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "await supabase.from(response.metadata.tabla).update({\n",
    "    datos: JSON.parse(response.output_text),\n",
    "}).eq(\"id\", response.metadata.id).select(\"*\").single();"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "cbbfd8c0",
   "metadata": {},
   "outputs": [
    {
     "ename": "Expected ';', '}' or <eof> at file:///repl.tsx:2:93\n\n  ...} ha sido actualizado con los datos generados por la IA.`: response.output_text,\n                                                              ~",
     "evalue": "Expected ';', '}' or <eof> at file:///repl.tsx:2:93\n\n  ...} ha sido actualizado con los datos generados por la IA.`: response.output_text,\n                                                              ~",
     "output_type": "error",
     "traceback": []
    }
   ],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "a00c79bd",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Deno",
   "language": "typescript",
   "name": "deno"
  },
  "language_info": {
   "codemirror_mode": "typescript",
   "file_extension": ".ts",
   "mimetype": "text/x.typescript",
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   "nbconvert_exporter": "script",
   "pygments_lexer": "typescript",
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 },
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}