{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "from langserve import RemoteRunnable\n",
    "\n",
    "remote_runnable = RemoteRunnable('http://localhost:8000/')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "ename": "HTTPStatusError",
     "evalue": "Server error '500 Internal Server Error' for url 'http://localhost:8000/invoke'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/500 for Internal Server Error",
     "output_type": "error",
     "traceback": [
      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[1;31mHTTPStatusError\u001b[0m                           Traceback (most recent call last)",
      "File \u001b[1;32mc:\\Users\\Dr-Lo\\miniconda3\\envs\\ML11\\Lib\\site-packages\\langserve\\client.py:157\u001b[0m, in \u001b[0;36m_raise_for_status\u001b[1;34m(response)\u001b[0m\n\u001b[0;32m    156\u001b[0m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[1;32m--> 157\u001b[0m     \u001b[43mresponse\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mraise_for_status\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m    158\u001b[0m \u001b[38;5;28;01mexcept\u001b[39;00m httpx\u001b[38;5;241m.\u001b[39mHTTPStatusError \u001b[38;5;28;01mas\u001b[39;00m e:\n",
      "File \u001b[1;32mc:\\Users\\Dr-Lo\\miniconda3\\envs\\ML11\\Lib\\site-packages\\httpx\\_models.py:761\u001b[0m, in \u001b[0;36mResponse.raise_for_status\u001b[1;34m(self)\u001b[0m\n\u001b[0;32m    760\u001b[0m message \u001b[38;5;241m=\u001b[39m message\u001b[38;5;241m.\u001b[39mformat(\u001b[38;5;28mself\u001b[39m, error_type\u001b[38;5;241m=\u001b[39merror_type)\n\u001b[1;32m--> 761\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m HTTPStatusError(message, request\u001b[38;5;241m=\u001b[39mrequest, response\u001b[38;5;241m=\u001b[39m\u001b[38;5;28mself\u001b[39m)\n",
      "\u001b[1;31mHTTPStatusError\u001b[0m: Server error '500 Internal Server Error' for url 'http://localhost:8000/invoke'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/500",
      "\nDuring handling of the above exception, another exception occurred:\n",
      "\u001b[1;31mHTTPStatusError\u001b[0m                           Traceback (most recent call last)",
      "Cell \u001b[1;32mIn[7], line 1\u001b[0m\n\u001b[1;32m----> 1\u001b[0m \u001b[43mremote_runnable\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43minvoke\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;124;43mDo you know the tragedy of Darth Plagueis the Wise?\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;66;03m# remote_runnable.invoke(dict(input = 'Do you know the tragedy of Darth Plagueis the Wise?', chat_history = []))\u001b[39;00m\n",
      "File \u001b[1;32mc:\\Users\\Dr-Lo\\miniconda3\\envs\\ML11\\Lib\\site-packages\\langserve\\client.py:356\u001b[0m, in \u001b[0;36mRemoteRunnable.invoke\u001b[1;34m(self, input, config, **kwargs)\u001b[0m\n\u001b[0;32m    354\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m kwargs:\n\u001b[0;32m    355\u001b[0m     \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mNotImplementedError\u001b[39;00m(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mkwargs not implemented yet.\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[1;32m--> 356\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_call_with_config\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_invoke\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;28;43minput\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mconfig\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mconfig\u001b[49m\u001b[43m)\u001b[49m\n",
      "File \u001b[1;32mc:\\Users\\Dr-Lo\\miniconda3\\envs\\ML11\\Lib\\site-packages\\langchain_core\\runnables\\base.py:1625\u001b[0m, in \u001b[0;36mRunnable._call_with_config\u001b[1;34m(self, func, input, config, run_type, **kwargs)\u001b[0m\n\u001b[0;32m   1621\u001b[0m     context \u001b[38;5;241m=\u001b[39m copy_context()\n\u001b[0;32m   1622\u001b[0m     context\u001b[38;5;241m.\u001b[39mrun(var_child_runnable_config\u001b[38;5;241m.\u001b[39mset, child_config)\n\u001b[0;32m   1623\u001b[0m     output \u001b[38;5;241m=\u001b[39m cast(\n\u001b[0;32m   1624\u001b[0m         Output,\n\u001b[1;32m-> 1625\u001b[0m         \u001b[43mcontext\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mrun\u001b[49m\u001b[43m(\u001b[49m\n\u001b[0;32m   1626\u001b[0m \u001b[43m            \u001b[49m\u001b[43mcall_func_with_variable_args\u001b[49m\u001b[43m,\u001b[49m\u001b[43m  \u001b[49m\u001b[38;5;66;43;03m# type: ignore[arg-type]\u001b[39;49;00m\n\u001b[0;32m   1627\u001b[0m \u001b[43m            \u001b[49m\u001b[43mfunc\u001b[49m\u001b[43m,\u001b[49m\u001b[43m  \u001b[49m\u001b[38;5;66;43;03m# type: ignore[arg-type]\u001b[39;49;00m\n\u001b[0;32m   1628\u001b[0m \u001b[43m            \u001b[49m\u001b[38;5;28;43minput\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m  \u001b[49m\u001b[38;5;66;43;03m# type: ignore[arg-type]\u001b[39;49;00m\n\u001b[0;32m   1629\u001b[0m \u001b[43m            \u001b[49m\u001b[43mconfig\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m   1630\u001b[0m \u001b[43m            \u001b[49m\u001b[43mrun_manager\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m   1631\u001b[0m \u001b[43m            \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mkwargs\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m   1632\u001b[0m \u001b[43m        \u001b[49m\u001b[43m)\u001b[49m,\n\u001b[0;32m   1633\u001b[0m     )\n\u001b[0;32m   1634\u001b[0m \u001b[38;5;28;01mexcept\u001b[39;00m \u001b[38;5;167;01mBaseException\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m e:\n\u001b[0;32m   1635\u001b[0m     run_manager\u001b[38;5;241m.\u001b[39mon_chain_error(e)\n",
      "File \u001b[1;32mc:\\Users\\Dr-Lo\\miniconda3\\envs\\ML11\\Lib\\site-packages\\langchain_core\\runnables\\config.py:347\u001b[0m, in \u001b[0;36mcall_func_with_variable_args\u001b[1;34m(func, input, config, run_manager, **kwargs)\u001b[0m\n\u001b[0;32m    345\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m run_manager \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m \u001b[38;5;129;01mand\u001b[39;00m accepts_run_manager(func):\n\u001b[0;32m    346\u001b[0m     kwargs[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mrun_manager\u001b[39m\u001b[38;5;124m\"\u001b[39m] \u001b[38;5;241m=\u001b[39m run_manager\n\u001b[1;32m--> 347\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43mfunc\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;28;43minput\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mkwargs\u001b[49m\u001b[43m)\u001b[49m\n",
      "File \u001b[1;32mc:\\Users\\Dr-Lo\\miniconda3\\envs\\ML11\\Lib\\site-packages\\langserve\\client.py:343\u001b[0m, in \u001b[0;36mRemoteRunnable._invoke\u001b[1;34m(self, input, run_manager, config, **kwargs)\u001b[0m\n\u001b[0;32m    334\u001b[0m \u001b[38;5;250m\u001b[39m\u001b[38;5;124;03m\"\"\"Invoke the runnable with the given input and config.\"\"\"\u001b[39;00m\n\u001b[0;32m    335\u001b[0m response \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39msync_client\u001b[38;5;241m.\u001b[39mpost(\n\u001b[0;32m    336\u001b[0m     \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m/invoke\u001b[39m\u001b[38;5;124m\"\u001b[39m,\n\u001b[0;32m    337\u001b[0m     json\u001b[38;5;241m=\u001b[39m{\n\u001b[1;32m   (...)\u001b[0m\n\u001b[0;32m    341\u001b[0m     },\n\u001b[0;32m    342\u001b[0m )\n\u001b[1;32m--> 343\u001b[0m output, callback_events \u001b[38;5;241m=\u001b[39m \u001b[43m_decode_response\u001b[49m\u001b[43m(\u001b[49m\n\u001b[0;32m    344\u001b[0m \u001b[43m    \u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_lc_serializer\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mresponse\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mis_batch\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43;01mFalse\u001b[39;49;00m\n\u001b[0;32m    345\u001b[0m \u001b[43m\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m    347\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_use_server_callback_events \u001b[38;5;129;01mand\u001b[39;00m callback_events:\n\u001b[0;32m    348\u001b[0m     handle_callbacks(run_manager, callback_events)\n",
      "File \u001b[1;32mc:\\Users\\Dr-Lo\\miniconda3\\envs\\ML11\\Lib\\site-packages\\langserve\\client.py:230\u001b[0m, in \u001b[0;36m_decode_response\u001b[1;34m(serializer, response, is_batch)\u001b[0m\n\u001b[0;32m    223\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21m_decode_response\u001b[39m(\n\u001b[0;32m    224\u001b[0m     serializer: Serializer,\n\u001b[0;32m    225\u001b[0m     response: httpx\u001b[38;5;241m.\u001b[39mResponse,\n\u001b[0;32m    226\u001b[0m     \u001b[38;5;241m*\u001b[39m,\n\u001b[0;32m    227\u001b[0m     is_batch: \u001b[38;5;28mbool\u001b[39m \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;01mFalse\u001b[39;00m,\n\u001b[0;32m    228\u001b[0m ) \u001b[38;5;241m-\u001b[39m\u001b[38;5;241m>\u001b[39m Tuple[Any, Union[List[CallbackEventDict], List[List[CallbackEventDict]]]]:\n\u001b[0;32m    229\u001b[0m \u001b[38;5;250m    \u001b[39m\u001b[38;5;124;03m\"\"\"Decode the response.\"\"\"\u001b[39;00m\n\u001b[1;32m--> 230\u001b[0m     \u001b[43m_raise_for_status\u001b[49m\u001b[43m(\u001b[49m\u001b[43mresponse\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m    231\u001b[0m     obj \u001b[38;5;241m=\u001b[39m response\u001b[38;5;241m.\u001b[39mjson()\n\u001b[0;32m    232\u001b[0m     \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28misinstance\u001b[39m(obj, \u001b[38;5;28mdict\u001b[39m):\n",
      "File \u001b[1;32mc:\\Users\\Dr-Lo\\miniconda3\\envs\\ML11\\Lib\\site-packages\\langserve\\client.py:165\u001b[0m, in \u001b[0;36m_raise_for_status\u001b[1;34m(response)\u001b[0m\n\u001b[0;32m    162\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m e\u001b[38;5;241m.\u001b[39mresponse\u001b[38;5;241m.\u001b[39mtext:\n\u001b[0;32m    163\u001b[0m     message \u001b[38;5;241m+\u001b[39m\u001b[38;5;241m=\u001b[39m \u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m for \u001b[39m\u001b[38;5;132;01m{\u001b[39;00me\u001b[38;5;241m.\u001b[39mresponse\u001b[38;5;241m.\u001b[39mtext\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m--> 165\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m httpx\u001b[38;5;241m.\u001b[39mHTTPStatusError(\n\u001b[0;32m    166\u001b[0m     message\u001b[38;5;241m=\u001b[39mmessage,\n\u001b[0;32m    167\u001b[0m     request\u001b[38;5;241m=\u001b[39m_sanitize_request(e\u001b[38;5;241m.\u001b[39mrequest),\n\u001b[0;32m    168\u001b[0m     response\u001b[38;5;241m=\u001b[39me\u001b[38;5;241m.\u001b[39mresponse,\n\u001b[0;32m    169\u001b[0m )\n",
      "\u001b[1;31mHTTPStatusError\u001b[0m: Server error '500 Internal Server Error' for url 'http://localhost:8000/invoke'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/500 for Internal Server Error"
     ]
    }
   ],
   "source": [
    "remote_runnable.invoke(dict(input = 'Do you know the tragedy of Darth Plagueis the Wise?', chat_history = []))\n",
    "# remote_runnable.invoke(dict(input = 'What power source did the Death Star use?', chat_history = []))"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "ML11",
   "language": "python",
   "name": "python3"
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  "language_info": {
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    "name": "ipython",
    "version": 3
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