01072023_GE.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "557224a6",
   "metadata": {},
   "source": [
    "## Inteligenta artificiala in Jupyter Noebook\n",
    "\n",
    "[https://github.com/jupyterlab/jupyter-ai](https://github.com/jupyterlab/jupyter-ai)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "0f0ad5d2",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
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      "Requirement already satisfied: comm>=0.1.1 in c:\\users\\mhcrn\\anaconda3\\lib\\site-packages (from ipykernel->notebook<7->jupyterlab<4,>=3.5->jupyter_ai) (0.1.2)\n",
      "Requirement already satisfied: psutil in c:\\users\\mhcrn\\anaconda3\\lib\\site-packages (from ipykernel->notebook<7->jupyterlab<4,>=3.5->jupyter_ai) (5.9.0)\n",
      "Requirement already satisfied: debugpy>=1.0 in c:\\users\\mhcrn\\anaconda3\\lib\\site-packages (from ipykernel->notebook<7->jupyterlab<4,>=3.5->jupyter_ai) (1.5.1)\n",
      "Requirement already satisfied: asttokens in c:\\users\\mhcrn\\anaconda3\\lib\\site-packages (from stack-data->ipython->jupyterlab<4,>=3.5->jupyter_ai) (2.0.5)\n",
      "Requirement already satisfied: pure-eval in c:\\users\\mhcrn\\anaconda3\\lib\\site-packages (from stack-data->ipython->jupyterlab<4,>=3.5->jupyter_ai) (0.2.2)\n",
      "Requirement already satisfied: executing in c:\\users\\mhcrn\\anaconda3\\lib\\site-packages (from stack-data->ipython->jupyterlab<4,>=3.5->jupyter_ai) (0.8.3)\n",
      "Requirement already satisfied: pycparser in c:\\users\\mhcrn\\anaconda3\\lib\\site-packages (from cffi>=1.0.1->argon2-cffi-bindings->argon2-cffi->jupyter-server<3,>=1.6->jupyter_ai) (2.21)\n",
      "Installing collected packages: faiss-cpu, distlib, virtualenv, typing-extensions, tenacity, protobuf, multidict, marshmallow, jsonpath-ng, importlib-metadata, grpcio, frozenlist, async-timeout, aiosqlite, yarl, typing-inspect, tiktoken, pydantic, marshmallow-enum, aiosignal, ray, openapi-schema-pydantic, dataclasses-json, aiohttp, openai, langchain, jupyter-ai-magics, jupyter_ai\n",
      "  Attempting uninstall: typing-extensions\n",
      "    Found existing installation: typing_extensions 4.4.0\n",
      "    Uninstalling typing_extensions-4.4.0:\n",
      "      Successfully uninstalled typing_extensions-4.4.0\n",
      "  Attempting uninstall: tenacity\n",
      "    Found existing installation: tenacity 8.0.1\n",
      "    Uninstalling tenacity-8.0.1:\n",
      "      Successfully uninstalled tenacity-8.0.1\n",
      "  Attempting uninstall: importlib-metadata\n",
      "    Found existing installation: importlib-metadata 4.11.3\n",
      "    Uninstalling importlib-metadata-4.11.3:\n",
      "      Successfully uninstalled importlib-metadata-4.11.3\n",
      "Successfully installed aiohttp-3.8.4 aiosignal-1.3.1 aiosqlite-0.19.0 async-timeout-4.0.2 dataclasses-json-0.5.8 distlib-0.3.6 faiss-cpu-1.7.4 frozenlist-1.3.3 grpcio-1.51.3 importlib-metadata-5.2.0 jsonpath-ng-1.5.3 jupyter-ai-magics-0.8.0 jupyter_ai-0.8.0 langchain-0.0.159 marshmallow-3.19.0 marshmallow-enum-1.5.1 multidict-6.0.4 openai-0.27.8 openapi-schema-pydantic-1.2.4 protobuf-4.23.3 pydantic-1.10.9 ray-2.4.0 tenacity-8.2.2 tiktoken-0.4.0 typing-extensions-4.5.0 typing-inspect-0.9.0 virtualenv-20.21.0 yarl-1.9.2\n"
     ]
    }
   ],
   "source": [
    "!pip install jupyter_ai"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "00b8d1a6",
   "metadata": {},
   "outputs": [],
   "source": [
    "%load_ext jupyter_ai_magics"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "0268076c",
   "metadata": {},
   "outputs": [],
   "source": [
    "poet = 'Mihai Eminescu'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "ca552d62",
   "metadata": {},
   "outputs": [
    {
     "ename": "UsageError",
     "evalue": "No such command 'chatgpt'.",
     "output_type": "error",
     "traceback": [
      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[1;31mUsageError\u001b[0m                                Traceback (most recent call last)",
      "Cell \u001b[1;32mIn[6], line 1\u001b[0m\n\u001b[1;32m----> 1\u001b[0m \u001b[43mget_ipython\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mrun_line_magic\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;124;43mai\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;124;43mchatgpt\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[43m)\u001b[49m\n\u001b[0;32m      2\u001b[0m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mcreaza o poezie in stilul poet\u001b[39m\u001b[38;5;124m\"\u001b[39m\n",
      "File \u001b[1;32m~\\anaconda3\\lib\\site-packages\\IPython\\core\\interactiveshell.py:2369\u001b[0m, in \u001b[0;36mInteractiveShell.run_line_magic\u001b[1;34m(self, magic_name, line, _stack_depth)\u001b[0m\n\u001b[0;32m   2367\u001b[0m     kwargs[\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mlocal_ns\u001b[39m\u001b[38;5;124m'\u001b[39m] \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mget_local_scope(stack_depth)\n\u001b[0;32m   2368\u001b[0m \u001b[38;5;28;01mwith\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mbuiltin_trap:\n\u001b[1;32m-> 2369\u001b[0m     result \u001b[38;5;241m=\u001b[39m fn(\u001b[38;5;241m*\u001b[39margs, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs)\n\u001b[0;32m   2371\u001b[0m \u001b[38;5;66;03m# The code below prevents the output from being displayed\u001b[39;00m\n\u001b[0;32m   2372\u001b[0m \u001b[38;5;66;03m# when using magics with decodator @output_can_be_silenced\u001b[39;00m\n\u001b[0;32m   2373\u001b[0m \u001b[38;5;66;03m# when the last Python token in the expression is a ';'.\u001b[39;00m\n\u001b[0;32m   2374\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mgetattr\u001b[39m(fn, magic\u001b[38;5;241m.\u001b[39mMAGIC_OUTPUT_CAN_BE_SILENCED, \u001b[38;5;28;01mFalse\u001b[39;00m):\n",
      "File \u001b[1;32m~\\anaconda3\\lib\\site-packages\\jupyter_ai_magics\\magics.py:524\u001b[0m, in \u001b[0;36mAiMagics.ai\u001b[1;34m(self, line, cell)\u001b[0m\n\u001b[0;32m    522\u001b[0m     args \u001b[38;5;241m=\u001b[39m cell_magic_parser(raw_args, prog_name\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;132;01m%%\u001b[39;00m\u001b[38;5;124mai\u001b[39m\u001b[38;5;124m\"\u001b[39m, standalone_mode\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mFalse\u001b[39;00m)\n\u001b[0;32m    523\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[1;32m--> 524\u001b[0m     args \u001b[38;5;241m=\u001b[39m \u001b[43mline_magic_parser\u001b[49m\u001b[43m(\u001b[49m\u001b[43mraw_args\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mprog_name\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;132;43;01m%a\u001b[39;49;00m\u001b[38;5;124;43mi\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mstandalone_mode\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43;01mFalse\u001b[39;49;00m\u001b[43m)\u001b[49m\n\u001b[0;32m    526\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m args \u001b[38;5;241m==\u001b[39m \u001b[38;5;241m0\u001b[39m:\n\u001b[0;32m    527\u001b[0m     \u001b[38;5;66;03m# this happens when `--help` is called on the root command, in which\u001b[39;00m\n\u001b[0;32m    528\u001b[0m     \u001b[38;5;66;03m# case we want to exit early.\u001b[39;00m\n\u001b[0;32m    529\u001b[0m     \u001b[38;5;28;01mreturn\u001b[39;00m\n",
      "File \u001b[1;32m~\\anaconda3\\lib\\site-packages\\click\\core.py:1128\u001b[0m, in \u001b[0;36mBaseCommand.__call__\u001b[1;34m(self, *args, **kwargs)\u001b[0m\n\u001b[0;32m   1126\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21m__call__\u001b[39m(\u001b[38;5;28mself\u001b[39m, \u001b[38;5;241m*\u001b[39margs: t\u001b[38;5;241m.\u001b[39mAny, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs: t\u001b[38;5;241m.\u001b[39mAny) \u001b[38;5;241m-\u001b[39m\u001b[38;5;241m>\u001b[39m t\u001b[38;5;241m.\u001b[39mAny:\n\u001b[0;32m   1127\u001b[0m     \u001b[38;5;124;03m\"\"\"Alias for :meth:`main`.\"\"\"\u001b[39;00m\n\u001b[1;32m-> 1128\u001b[0m     \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mmain(\u001b[38;5;241m*\u001b[39margs, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs)\n",
      "File \u001b[1;32m~\\anaconda3\\lib\\site-packages\\click\\core.py:1053\u001b[0m, in \u001b[0;36mBaseCommand.main\u001b[1;34m(self, args, prog_name, complete_var, standalone_mode, windows_expand_args, **extra)\u001b[0m\n\u001b[0;32m   1051\u001b[0m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[0;32m   1052\u001b[0m     \u001b[38;5;28;01mwith\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mmake_context(prog_name, args, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mextra) \u001b[38;5;28;01mas\u001b[39;00m ctx:\n\u001b[1;32m-> 1053\u001b[0m         rv \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43minvoke\u001b[49m\u001b[43m(\u001b[49m\u001b[43mctx\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m   1054\u001b[0m         \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m standalone_mode:\n\u001b[0;32m   1055\u001b[0m             \u001b[38;5;28;01mreturn\u001b[39;00m rv\n",
      "File \u001b[1;32m~\\anaconda3\\lib\\site-packages\\click\\core.py:1653\u001b[0m, in \u001b[0;36mMultiCommand.invoke\u001b[1;34m(self, ctx)\u001b[0m\n\u001b[0;32m   1649\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mchain:\n\u001b[0;32m   1650\u001b[0m     \u001b[38;5;66;03m# Make sure the context is entered so we do not clean up\u001b[39;00m\n\u001b[0;32m   1651\u001b[0m     \u001b[38;5;66;03m# resources until the result processor has worked.\u001b[39;00m\n\u001b[0;32m   1652\u001b[0m     \u001b[38;5;28;01mwith\u001b[39;00m ctx:\n\u001b[1;32m-> 1653\u001b[0m         cmd_name, cmd, args \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mresolve_command\u001b[49m\u001b[43m(\u001b[49m\u001b[43mctx\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43margs\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m   1654\u001b[0m         \u001b[38;5;28;01massert\u001b[39;00m cmd \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m\n\u001b[0;32m   1655\u001b[0m         ctx\u001b[38;5;241m.\u001b[39minvoked_subcommand \u001b[38;5;241m=\u001b[39m cmd_name\n",
      "File \u001b[1;32m~\\anaconda3\\lib\\site-packages\\click\\core.py:1717\u001b[0m, in \u001b[0;36mMultiCommand.resolve_command\u001b[1;34m(self, ctx, args)\u001b[0m\n\u001b[0;32m   1715\u001b[0m     \u001b[38;5;28;01mif\u001b[39;00m split_opt(cmd_name)[\u001b[38;5;241m0\u001b[39m]:\n\u001b[0;32m   1716\u001b[0m         \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mparse_args(ctx, ctx\u001b[38;5;241m.\u001b[39margs)\n\u001b[1;32m-> 1717\u001b[0m     \u001b[43mctx\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mfail\u001b[49m\u001b[43m(\u001b[49m\u001b[43m_\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mNo such command \u001b[39;49m\u001b[38;5;132;43;01m{name!r}\u001b[39;49;00m\u001b[38;5;124;43m.\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m)\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mformat\u001b[49m\u001b[43m(\u001b[49m\u001b[43mname\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43moriginal_cmd_name\u001b[49m\u001b[43m)\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m   1718\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m cmd_name \u001b[38;5;28;01mif\u001b[39;00m cmd \u001b[38;5;28;01melse\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m, cmd, args[\u001b[38;5;241m1\u001b[39m:]\n",
      "File \u001b[1;32m~\\anaconda3\\lib\\site-packages\\click\\core.py:673\u001b[0m, in \u001b[0;36mContext.fail\u001b[1;34m(self, message)\u001b[0m\n\u001b[0;32m    667\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mfail\u001b[39m(\u001b[38;5;28mself\u001b[39m, message: \u001b[38;5;28mstr\u001b[39m) \u001b[38;5;241m-\u001b[39m\u001b[38;5;241m>\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mte.NoReturn\u001b[39m\u001b[38;5;124m\"\u001b[39m:\n\u001b[0;32m    668\u001b[0m     \u001b[38;5;124;03m\"\"\"Aborts the execution of the program with a specific error\u001b[39;00m\n\u001b[0;32m    669\u001b[0m \u001b[38;5;124;03m    message.\u001b[39;00m\n\u001b[0;32m    670\u001b[0m \n\u001b[0;32m    671\u001b[0m \u001b[38;5;124;03m    :param message: the error message to fail with.\u001b[39;00m\n\u001b[0;32m    672\u001b[0m \u001b[38;5;124;03m    \"\"\"\u001b[39;00m\n\u001b[1;32m--> 673\u001b[0m     \u001b[38;5;28;01mraise\u001b[39;00m UsageError(message, \u001b[38;5;28mself\u001b[39m)\n",
      "\u001b[1;31mUsageError\u001b[0m: No such command 'chatgpt'."
     ]
    }
   ],
   "source": [
    "%ai chatgpt\n",
    "\"creaza o poezie in stilul poet\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "f13cb837",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.10.9"
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 "nbformat": 4,
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