.ipynb_checkpoints/Pinecone-checkpoint.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "3df82171",
   "metadata": {},
   "outputs": [],
   "source": [
    "pinecone_key = '97aab1fa-afee-4e7a-9a2b-91965192d042'\n",
    "\n",
    "supabase_url = 'https://coxwkkhbzokyajoqvhsv.supabase.co'\n",
    "supabase_key = 'eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpc3MiOiJzdXBhYmFzZSIsInJlZiI6ImNveHdra2hiem9reWFqb3F2aHN2Iiwicm9sZSI6ImFub24iLCJpYXQiOjE2NzE4MTQ0NDMsImV4cCI6MTk4NzM5MDQ0M30.-ADUhCEv8uleCSU-RGsaFdLlFAcb_fq6qeMhzcgZcS8'\n",
    "   "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "b9befee1",
   "metadata": {},
   "outputs": [],
   "source": [
    "import pinecone\n",
    "\n",
    "pinecone.init(api_key=pinecone_key, environment=\"us-west1-gcp\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "bf47aabd",
   "metadata": {},
   "outputs": [
    {
     "ename": "NameError",
     "evalue": "name 'index' is not defined",
     "output_type": "error",
     "traceback": [
      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[0;31mNameError\u001b[0m                                 Traceback (most recent call last)",
      "Cell \u001b[0;32mIn [3], line 1\u001b[0m\n\u001b[0;32m----> 1\u001b[0m \u001b[43mindex\u001b[49m\u001b[38;5;241m.\u001b[39mupsert([\n\u001b[1;32m      2\u001b[0m     (\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mA\u001b[39m\u001b[38;5;124m\"\u001b[39m, [\u001b[38;5;241m0.1\u001b[39m, \u001b[38;5;241m0.2\u001b[39m, \u001b[38;5;241m0.1\u001b[39m, \u001b[38;5;241m0.1\u001b[39m, \u001b[38;5;241m0.1\u001b[39m, \u001b[38;5;241m0.1\u001b[39m, \u001b[38;5;241m0.1\u001b[39m, \u001b[38;5;241m0.1\u001b[39m] \u001b[38;5;241m*\u001b[39m \u001b[38;5;241m32\u001b[39m),\n\u001b[1;32m      3\u001b[0m     (\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mB\u001b[39m\u001b[38;5;124m\"\u001b[39m, [\u001b[38;5;241m0.2\u001b[39m, \u001b[38;5;241m0.6\u001b[39m, \u001b[38;5;241m0.2\u001b[39m, \u001b[38;5;241m0.2\u001b[39m, \u001b[38;5;241m0.2\u001b[39m, \u001b[38;5;241m0.2\u001b[39m, \u001b[38;5;241m0.2\u001b[39m, \u001b[38;5;241m0.2\u001b[39m] \u001b[38;5;241m*\u001b[39m \u001b[38;5;241m32\u001b[39m),\n\u001b[1;32m      4\u001b[0m     (\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mC\u001b[39m\u001b[38;5;124m\"\u001b[39m, [\u001b[38;5;241m0.3\u001b[39m, \u001b[38;5;241m0.3\u001b[39m, \u001b[38;5;241m0.3\u001b[39m, \u001b[38;5;241m0.3\u001b[39m, \u001b[38;5;241m0.3\u001b[39m, \u001b[38;5;241m0.3\u001b[39m, \u001b[38;5;241m0.3\u001b[39m, \u001b[38;5;241m0.3\u001b[39m] \u001b[38;5;241m*\u001b[39m \u001b[38;5;241m32\u001b[39m),\n\u001b[1;32m      5\u001b[0m     (\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mD\u001b[39m\u001b[38;5;124m\"\u001b[39m, [\u001b[38;5;241m0.4\u001b[39m, \u001b[38;5;241m0.5\u001b[39m, \u001b[38;5;241m0.4\u001b[39m, \u001b[38;5;241m0.4\u001b[39m, \u001b[38;5;241m0.4\u001b[39m, \u001b[38;5;241m0.4\u001b[39m, \u001b[38;5;241m0.4\u001b[39m, \u001b[38;5;241m0.4\u001b[39m] \u001b[38;5;241m*\u001b[39m \u001b[38;5;241m32\u001b[39m),\n\u001b[1;32m      6\u001b[0m     (\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mE\u001b[39m\u001b[38;5;124m\"\u001b[39m, [\u001b[38;5;241m0\u001b[39m, \u001b[38;5;241m0\u001b[39m, \u001b[38;5;241m0\u001b[39m, \u001b[38;5;241m0\u001b[39m, \u001b[38;5;241m0\u001b[39m,\u001b[38;5;241m0\u001b[39m,\u001b[38;5;241m0\u001b[39m,\u001b[38;5;241m0\u001b[39m] \u001b[38;5;241m*\u001b[39m \u001b[38;5;241m32\u001b[39m)\n\u001b[1;32m      7\u001b[0m ],\n\u001b[1;32m      8\u001b[0m      namespace\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m'\u001b[39m\n\u001b[1;32m      9\u001b[0m )\n",
      "\u001b[0;31mNameError\u001b[0m: name 'index' is not defined"
     ]
    }
   ],
   "source": [
    "index.upsert([\n",
    "    (\"A\", [0.1, 0.2, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1] * 32),\n",
    "    (\"B\", [0.2, 0.6, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2] * 32),\n",
    "    (\"C\", [0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3] * 32),\n",
    "    (\"D\", [0.4, 0.5, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4] * 32),\n",
    "    (\"E\", [0, 0, 0, 0, 0,0,0,0] * 32)\n",
    "],\n",
    "     namespace=''\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 50,
   "id": "01acfce7",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'matches': [{'id': 'C', 'score': 1.00000012, 'sparseValues': {}, 'values': []},\n",
       "             {'id': 'D',\n",
       "              'score': 0.996801376,\n",
       "              'sparseValues': {},\n",
       "              'values': []},\n",
       "             {'id': 'A',\n",
       "              'score': 0.959403157,\n",
       "              'sparseValues': {},\n",
       "              'values': []}],\n",
       " 'namespace': ''}"
      ]
     },
     "execution_count": 50,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "index.query(\n",
    "  vector=[0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3] * 32,\n",
    "  top_k=3,\n",
    "  namespace='',\n",
    "#   include_values=True,\n",
    "#   include_metadata=True\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "002a42d3",
   "metadata": {},
   "outputs": [],
   "source": [
    "import hashlib\n",
    "# https://github.com/supabase-community/supabase-py\n",
    "from supabase import create_client, Client\n",
    "\n",
    "import pinecone\n",
    "\n",
    "pinecone.init(api_key=pinecone_key, environment=\"us-west1-gcp\")\n",
    "\n",
    "\n",
    "class Query:\n",
    "    def __init__(self, pinecone_key, pinecone_index_name, supabase_url, supabase_key, dimension):\n",
    "        self.pinecone_key = pinecone_key\n",
    "        self.pinecone_index = self.use_index(pinecone_index_name, dimension=dimension)\n",
    "        self.supabase = create_client(supabase_url, supabase_key)\n",
    "        \n",
    "    def hash_str(self, s):\n",
    "        return str(hashlib.sha256(s.encode()).hexdigest())\n",
    "        \n",
    "    def insert_row(self, row):\n",
    "        supabase.table('text').insert(row).execute()\n",
    "        \n",
    "    def use_index(self, index_name, **kwargs):\n",
    "        if index_name not in pinecone.list_indexes():\n",
    "            print(f'Creating index {index_name} with kwargs {kwargs}')\n",
    "            pinecone.create_index(\n",
    "                index_name, \n",
    "                dimension=kwargs.get('dimension', 256), \n",
    "                metric=kwargs.get('metric', 'cosine'), \n",
    "                pod_type=\"p1\"\n",
    "            )\n",
    "        return pinecone.Index(index_name)\n",
    "\n",
    "    def create_or_update_vectors(self, vector_data, namespace=''):\n",
    "        '''\n",
    "        :param vector_data: list of tuples (name, vector)\n",
    "        '''\n",
    "        values_to_add = [_[0] for _ in vector_data]\n",
    "        keys_in_db = set(self.pinecone_index.fetch(values_to_add, namespace='')['vectors'].keys())\n",
    "        vector_data = [v for v in vector_data if v[0] not in keys_in_db]\n",
    "        if vector_data:\n",
    "            print(f'adding {len(vector_data)} items to the index. {[_[0] for _ in vector_data]}')\n",
    "            self.pinecone_index.upsert(vector_data, namespace=namespace)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "ec66f5fe",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Creating index test with kwargs {'dimension': 16}\n"
     ]
    }
   ],
   "source": [
    "p = Query(\n",
    "    pinecone_key=pinecone_key, \n",
    "    pinecone_index_name='test',\n",
    "    supabase_url=supabase_url,\n",
    "    supabase_key=supabase_key,\n",
    "    dimension=16\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 191,
   "id": "689d2917",
   "metadata": {
    "scrolled": true
   },
   "outputs": [],
   "source": [
    "text = 'hello'\n",
    "p.insert_row({\n",
    "    'hash': p.hash_str(text),\n",
    "    'raw_text': text\n",
    "})"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "cf3386ec",
   "metadata": {},
   "outputs": [],
   "source": [
    "p.create_or_update_vectors([\n",
    "    (\"A\", [0.1, 0.2, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1] * 2),\n",
    "    (\"B\", [0.2, 0.6, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2] * 2),\n",
    "    (\"C\", [0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3] * 2),\n",
    "    (\"D\", [0.4, 0.5, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4] * 2),\n",
    "    (\"E\", [0, 0, 0, 0, 0,0,0,0] * 32)\n",
    "],\n",
    "     namespace=''\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "762c161a",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "72729603",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "02a828ed",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "c45175ab",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 173,
   "id": "7d8ea2ad",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2023-01-03 16:29:26,730:WARNING - Retrying (Retry(total=2, connect=None, read=None, redirect=None, status=None)) after connection broken by 'ProtocolError('Connection aborted.', ConnectionResetError(54, 'Connection reset by peer'))': /vectors/fetch?namespace=&ids=Fff&ids=B&ids=C&ids=Dd&ids=E\n",
      "2023-01-03 16:29:26,811:WARNING - Retrying (Retry(total=1, connect=None, read=None, redirect=None, status=None)) after connection broken by 'ProtocolError('Connection aborted.', ConnectionResetError(54, 'Connection reset by peer'))': /vectors/fetch?namespace=&ids=Fff&ids=B&ids=C&ids=Dd&ids=E\n",
      "2023-01-03 16:29:26,888:WARNING - Retrying (Retry(total=0, connect=None, read=None, redirect=None, status=None)) after connection broken by 'ProtocolError('Connection aborted.', ConnectionResetError(54, 'Connection reset by peer'))': /vectors/fetch?namespace=&ids=Fff&ids=B&ids=C&ids=Dd&ids=E\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #800000; text-decoration-color: #800000\">╭─────────────────────────────── </span><span style=\"color: #800000; text-decoration-color: #800000; font-weight: bold\">Traceback </span><span style=\"color: #bf7f7f; text-decoration-color: #bf7f7f; font-weight: bold\">(most recent call last)</span><span style=\"color: #800000; text-decoration-color: #800000\"> ────────────────────────────────╮</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span> <span style=\"color: #bfbf7f; text-decoration-color: #bfbf7f\">/opt/homebrew/lib/python3.10/site-packages/urllib3/</span><span style=\"color: #808000; text-decoration-color: #808000; font-weight: bold\">connectionpool.py</span>:<span style=\"color: #0000ff; text-decoration-color: #0000ff\">670</span> in <span style=\"color: #00ff00; text-decoration-color: #00ff00\">urlopen</span>              <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>                                                                                                  <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> 667 │   │   │   </span><span style=\"color: #00ffff; text-decoration-color: #00ffff\">self</span>.proxy, <span style=\"color: #00ffff; text-decoration-color: #00ffff\">self</span>.proxy_config, destination_scheme                             <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> 668 │   │   </span>)                                                                                 <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> 669 │   │   </span>                                                                                  <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span> <span style=\"color: #800000; text-decoration-color: #800000\">❱ </span> 670 <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">│   │   # Merge the proxy headers. Only done when not using HTTP CONNECT. We</span>              <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> 671 │   │   # have to copy the headers dict so we can safely change it without those</span>          <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> 672 │   │   # changes being reflected in anyone else's copy.</span>                                  <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> 673 │   │   </span><span style=\"color: #0000ff; text-decoration-color: #0000ff\">if</span> <span style=\"color: #ff00ff; text-decoration-color: #ff00ff\">not</span> http_tunnel_required:                                                      <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>                                                                                                  <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span> <span style=\"color: #bfbf7f; text-decoration-color: #bfbf7f\">/opt/homebrew/lib/python3.10/site-packages/urllib3/</span><span style=\"color: #808000; text-decoration-color: #808000; font-weight: bold\">connectionpool.py</span>:<span style=\"color: #0000ff; text-decoration-color: #0000ff\">381</span> in <span style=\"color: #00ff00; text-decoration-color: #00ff00\">_make_request</span>        <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>                                                                                                  <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> 378 │   │   </span><span style=\"color: #00ffff; text-decoration-color: #00ffff\">self</span>.num_requests += <span style=\"color: #0000ff; text-decoration-color: #0000ff\">1</span>                                                            <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> 379 │   │   </span>                                                                                  <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> 380 │   │   </span>timeout_obj = <span style=\"color: #00ffff; text-decoration-color: #00ffff\">self</span>._get_timeout(timeout)                                          <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span> <span style=\"color: #800000; text-decoration-color: #800000\">❱ </span> 381 <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">│   │   </span>timeout_obj.start_connect()                                                       <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> 382 │   │   </span>conn.timeout = timeout_obj.connect_timeout                                        <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> 383 │   │   </span>                                                                                  <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> 384 │   │   # Trigger any extra validation we need to do.</span>                                     <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>                                                                                                  <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span> <span style=\"color: #bfbf7f; text-decoration-color: #bfbf7f\">/opt/homebrew/lib/python3.10/site-packages/urllib3/</span><span style=\"color: #808000; text-decoration-color: #808000; font-weight: bold\">connectionpool.py</span>:<span style=\"color: #0000ff; text-decoration-color: #0000ff\">978</span> in <span style=\"color: #00ff00; text-decoration-color: #00ff00\">_validate_conn</span>       <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>                                                                                                  <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> 975 │   │   │   │   </span>ca_certs=<span style=\"color: #00ffff; text-decoration-color: #00ffff\">self</span>.ca_certs,                                                   <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> 976 │   │   │   │   </span>ca_cert_dir=<span style=\"color: #00ffff; text-decoration-color: #00ffff\">self</span>.ca_cert_dir,                                             <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> 977 │   │   │   │   </span>assert_hostname=<span style=\"color: #00ffff; text-decoration-color: #00ffff\">self</span>.assert_hostname,                                     <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span> <span style=\"color: #800000; text-decoration-color: #800000\">❱ </span> 978 <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">│   │   │   │   </span>assert_fingerprint=<span style=\"color: #00ffff; text-decoration-color: #00ffff\">self</span>.assert_fingerprint,                               <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> 979 │   │   │   </span>)                                                                             <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> 980 │   │   │   </span>conn.ssl_version = <span style=\"color: #00ffff; text-decoration-color: #00ffff\">self</span>.ssl_version                                           <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> 981 │   │   </span><span style=\"color: #0000ff; text-decoration-color: #0000ff\">return</span> conn                                                                       <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>                                                                                                  <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span> <span style=\"color: #bfbf7f; text-decoration-color: #bfbf7f\">/opt/homebrew/lib/python3.10/site-packages/urllib3/</span><span style=\"color: #808000; text-decoration-color: #808000; font-weight: bold\">connection.py</span>:<span style=\"color: #0000ff; text-decoration-color: #0000ff\">362</span> in <span style=\"color: #00ff00; text-decoration-color: #00ff00\">connect</span>                  <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>                                                                                                  <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">359 │   │   </span>hostname = <span style=\"color: #00ffff; text-decoration-color: #00ffff\">self</span>.host                                                               <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">360 │   │   </span>tls_in_tls = <span style=\"color: #0000ff; text-decoration-color: #0000ff\">False</span>                                                                 <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">361 │   │   </span>                                                                                   <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span> <span style=\"color: #800000; text-decoration-color: #800000\">❱ </span>362 <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">│   │   </span><span style=\"color: #0000ff; text-decoration-color: #0000ff\">if</span> <span style=\"color: #00ffff; text-decoration-color: #00ffff\">self</span>._is_using_tunnel():                                                        <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">363 │   │   │   </span><span style=\"color: #0000ff; text-decoration-color: #0000ff\">if</span> <span style=\"color: #00ffff; text-decoration-color: #00ffff\">self</span>.tls_in_tls_required:                                                   <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">364 │   │   │   │   </span><span style=\"color: #00ffff; text-decoration-color: #00ffff\">self</span>.sock = conn = <span style=\"color: #00ffff; text-decoration-color: #00ffff\">self</span>._connect_tls_proxy(hostname, conn)                 <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">365 │   │   │   │   </span>tls_in_tls = <span style=\"color: #0000ff; text-decoration-color: #0000ff\">True</span>                                                          <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>                                                                                                  <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span> <span style=\"color: #bfbf7f; text-decoration-color: #bfbf7f\">/opt/homebrew/lib/python3.10/site-packages/urllib3/util/</span><span style=\"color: #808000; text-decoration-color: #808000; font-weight: bold\">ssl_.py</span>:<span style=\"color: #0000ff; text-decoration-color: #0000ff\">386</span> in <span style=\"color: #00ff00; text-decoration-color: #00ff00\">ssl_wrap_socket</span>           <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>                                                                                                  <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">383 </span><span style=\"color: #bfbf7f; text-decoration-color: #bfbf7f\">│   │   </span><span style=\"color: #808000; text-decoration-color: #808000\">supported by OpenSSL's -CApath flag or the capath argument to</span>                      <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">384 </span><span style=\"color: #bfbf7f; text-decoration-color: #bfbf7f\">│   │   </span><span style=\"color: #808000; text-decoration-color: #808000\">SSLContext.load_verify_locations().</span>                                                <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">385 </span><span style=\"color: #bfbf7f; text-decoration-color: #bfbf7f\">│   </span><span style=\"color: #808000; text-decoration-color: #808000\">:param key_password:</span>                                                                   <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span> <span style=\"color: #800000; text-decoration-color: #800000\">❱ </span>386 <span style=\"color: #bfbf7f; text-decoration-color: #bfbf7f\">│   │   </span><span style=\"color: #808000; text-decoration-color: #808000\">Optional password if the keyfile is encrypted.</span>                                     <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">387 </span><span style=\"color: #bfbf7f; text-decoration-color: #bfbf7f\">│   </span><span style=\"color: #808000; text-decoration-color: #808000\">:param ca_cert_data:</span>                                                                   <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">388 </span><span style=\"color: #bfbf7f; text-decoration-color: #bfbf7f\">│   │   </span><span style=\"color: #808000; text-decoration-color: #808000\">Optional string containing CA certificates in PEM format suitable for</span>              <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">389 </span><span style=\"color: #bfbf7f; text-decoration-color: #bfbf7f\">│   │   </span><span style=\"color: #808000; text-decoration-color: #808000\">passing as the cadata parameter to SSLContext.load_verify_locations()</span>              <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>                                                                                                  <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span> <span style=\"color: #bfbf7f; text-decoration-color: #bfbf7f\">/opt/homebrew/Cellar/python@3.10/3.10.7/Frameworks/Python.framework/Versions/3.10/lib/python3.10</span> <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span> <span style=\"color: #bfbf7f; text-decoration-color: #bfbf7f\">/</span><span style=\"color: #808000; text-decoration-color: #808000; font-weight: bold\">ssl.py</span>:<span style=\"color: #0000ff; text-decoration-color: #0000ff\">513</span> in <span style=\"color: #00ff00; text-decoration-color: #00ff00\">wrap_socket</span>                                                                       <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>                                                                                                  <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> 510 │   │   │   │   │   </span>server_hostname=<span style=\"color: #0000ff; text-decoration-color: #0000ff\">None</span>, session=<span style=\"color: #0000ff; text-decoration-color: #0000ff\">None</span>):                                  <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> 511 │   │   # SSLSocket class handles server_hostname encoding before it calls</span>                <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> 512 │   │   # ctx._wrap_socket()</span>                                                              <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span> <span style=\"color: #800000; text-decoration-color: #800000\">❱ </span> 513 <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">│   │   </span><span style=\"color: #0000ff; text-decoration-color: #0000ff\">return</span> <span style=\"color: #00ffff; text-decoration-color: #00ffff\">self</span>.sslsocket_class._create(                                              <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> 514 │   │   │   </span>sock=sock,                                                                    <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> 515 │   │   │   </span>server_side=server_side,                                                      <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> 516 │   │   │   </span>do_handshake_on_connect=do_handshake_on_connect,                              <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>                                                                                                  <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span> <span style=\"color: #bfbf7f; text-decoration-color: #bfbf7f\">/opt/homebrew/Cellar/python@3.10/3.10.7/Frameworks/Python.framework/Versions/3.10/lib/python3.10</span> <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span> <span style=\"color: #bfbf7f; text-decoration-color: #bfbf7f\">/</span><span style=\"color: #808000; text-decoration-color: #808000; font-weight: bold\">ssl.py</span>:<span style=\"color: #0000ff; text-decoration-color: #0000ff\">1071</span> in <span style=\"color: #00ff00; text-decoration-color: #00ff00\">_create</span>                                                                          <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>                                                                                                  <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">1068 │   │   │   │   │   </span><span style=\"color: #0000ff; text-decoration-color: #0000ff\">if</span> timeout == <span style=\"color: #0000ff; text-decoration-color: #0000ff\">0.0</span>:                                                    <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">1069 │   │   │   │   │   │   # non-blocking</span>                                                    <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">1070 │   │   │   │   │   │   </span><span style=\"color: #0000ff; text-decoration-color: #0000ff\">raise</span> <span style=\"color: #00ffff; text-decoration-color: #00ffff\">ValueError</span>(<span style=\"color: #808000; text-decoration-color: #808000\">\"do_handshake_on_connect should not be specifie</span>  <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span> <span style=\"color: #800000; text-decoration-color: #800000\">❱ </span>1071 <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">│   │   │   │   │   </span><span style=\"color: #00ffff; text-decoration-color: #00ffff\">self</span>.do_handshake()                                                   <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">1072 │   │   │   </span><span style=\"color: #0000ff; text-decoration-color: #0000ff\">except</span> (<span style=\"color: #00ffff; text-decoration-color: #00ffff\">OSError</span>, <span style=\"color: #00ffff; text-decoration-color: #00ffff\">ValueError</span>):                                                 <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">1073 │   │   │   │   </span><span style=\"color: #00ffff; text-decoration-color: #00ffff\">self</span>.close()                                                              <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">1074 │   │   │   │   </span><span style=\"color: #0000ff; text-decoration-color: #0000ff\">raise</span>                                                                     <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>                                                                                                  <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span> <span style=\"color: #bfbf7f; text-decoration-color: #bfbf7f\">/opt/homebrew/Cellar/python@3.10/3.10.7/Frameworks/Python.framework/Versions/3.10/lib/python3.10</span> <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span> <span style=\"color: #bfbf7f; text-decoration-color: #bfbf7f\">/</span><span style=\"color: #808000; text-decoration-color: #808000; font-weight: bold\">ssl.py</span>:<span style=\"color: #0000ff; text-decoration-color: #0000ff\">1342</span> in <span style=\"color: #00ff00; text-decoration-color: #00ff00\">do_handshake</span>                                                                     <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>                                                                                                  <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">1339 │   │   </span><span style=\"color: #0000ff; text-decoration-color: #0000ff\">try</span>:                                                                              <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">1340 │   │   │   </span><span style=\"color: #0000ff; text-decoration-color: #0000ff\">if</span> timeout == <span style=\"color: #0000ff; text-decoration-color: #0000ff\">0.0</span> <span style=\"color: #ff00ff; text-decoration-color: #ff00ff\">and</span> block:                                                  <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">1341 │   │   │   │   </span><span style=\"color: #00ffff; text-decoration-color: #00ffff\">self</span>.settimeout(<span style=\"color: #0000ff; text-decoration-color: #0000ff\">None</span>)                                                     <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span> <span style=\"color: #800000; text-decoration-color: #800000\">❱ </span>1342 <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">│   │   │   </span><span style=\"color: #00ffff; text-decoration-color: #00ffff\">self</span>._sslobj.do_handshake()                                                   <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">1343 │   │   </span><span style=\"color: #0000ff; text-decoration-color: #0000ff\">finally</span>:                                                                          <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">1344 │   │   │   </span><span style=\"color: #00ffff; text-decoration-color: #00ffff\">self</span>.settimeout(timeout)                                                      <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">1345 </span>                                                                                          <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">╰──────────────────────────────────────────────────────────────────────────────────────────────────╯</span>\n",
       "<span style=\"color: #ff0000; text-decoration-color: #ff0000; font-weight: bold\">ConnectionResetError: </span><span style=\"font-weight: bold\">[</span>Errno <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">54</span><span style=\"font-weight: bold\">]</span> Connection reset by peer\n",
       "\n",
       "<span style=\"font-style: italic\">During handling of the above exception, another exception occurred:</span>\n",
       "\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">╭─────────────────────────────── </span><span style=\"color: #800000; text-decoration-color: #800000; font-weight: bold\">Traceback </span><span style=\"color: #bf7f7f; text-decoration-color: #bf7f7f; font-weight: bold\">(most recent call last)</span><span style=\"color: #800000; text-decoration-color: #800000\"> ────────────────────────────────╮</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span> <span style=\"color: #bfbf7f; text-decoration-color: #bfbf7f\">/opt/homebrew/lib/python3.10/site-packages/pinecone/core/utils/</span><span style=\"color: #808000; text-decoration-color: #808000; font-weight: bold\">error_handling.py</span>:<span style=\"color: #0000ff; text-decoration-color: #0000ff\">17</span> in           <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span> <span style=\"color: #00ff00; text-decoration-color: #00ff00\">inner_func</span>                                                                                       <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>                                                                                                  <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">14 │   </span><span style=\"color: #0000ff; text-decoration-color: #0000ff\">def</span> <span style=\"color: #00ff00; text-decoration-color: #00ff00\">inner_func</span>(*args, **kwargs):                                                        <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">15 │   │   </span>Config.validate()  <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"># raises exceptions in case of invalid config</span>                    <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">16 │   │   </span><span style=\"color: #0000ff; text-decoration-color: #0000ff\">try</span>:                                                                                <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span> <span style=\"color: #800000; text-decoration-color: #800000\">❱ </span>17 <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">│   │   │   </span><span style=\"color: #0000ff; text-decoration-color: #0000ff\">return</span> func(*args, **kwargs)                                                    <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">18 │   │   </span><span style=\"color: #0000ff; text-decoration-color: #0000ff\">except</span> MaxRetryError <span style=\"color: #0000ff; text-decoration-color: #0000ff\">as</span> e:                                                          <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">19 │   │   │   </span><span style=\"color: #0000ff; text-decoration-color: #0000ff\">if</span> <span style=\"color: #00ffff; text-decoration-color: #00ffff\">isinstance</span>(e.reason, ProtocolError):                                         <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">20 │   │   │   │   </span><span style=\"color: #0000ff; text-decoration-color: #0000ff\">raise</span> PineconeProtocolError(                                                <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>                                                                                                  <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span> <span style=\"color: #bfbf7f; text-decoration-color: #bfbf7f\">/opt/homebrew/lib/python3.10/site-packages/pinecone/</span><span style=\"color: #808000; text-decoration-color: #808000; font-weight: bold\">index.py</span>:<span style=\"color: #0000ff; text-decoration-color: #0000ff\">93</span> in <span style=\"color: #00ff00; text-decoration-color: #00ff00\">fetch</span>                         <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>                                                                                                  <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> 90 │   </span>                                                                                       <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> 91 │   </span><span style=\"color: #ff00ff; text-decoration-color: #ff00ff; font-weight: bold\">@validate_and_convert_errors</span>                                                           <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> 92 │   </span><span style=\"color: #0000ff; text-decoration-color: #0000ff\">def</span> <span style=\"color: #00ff00; text-decoration-color: #00ff00\">fetch</span>(<span style=\"color: #00ffff; text-decoration-color: #00ffff\">self</span>, *args, **kwargs):                                                      <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span> <span style=\"color: #800000; text-decoration-color: #800000\">❱ </span> 93 <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">│   │   </span><span style=\"color: #0000ff; text-decoration-color: #0000ff\">return</span> <span style=\"color: #00ffff; text-decoration-color: #00ffff\">self</span>._vector_api.fetch(*args, **kwargs)                                     <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> 94 │   </span>                                                                                       <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> 95 │   </span><span style=\"color: #ff00ff; text-decoration-color: #ff00ff; font-weight: bold\">@validate_and_convert_errors</span>                                                           <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> 96 │   </span><span style=\"color: #0000ff; text-decoration-color: #0000ff\">def</span> <span style=\"color: #00ff00; text-decoration-color: #00ff00\">query</span>(<span style=\"color: #00ffff; text-decoration-color: #00ffff\">self</span>, vector=[], <span style=\"color: #00ffff; text-decoration-color: #00ffff\">id</span>=<span style=\"color: #808000; text-decoration-color: #808000\">''</span>, queries=[], **kwargs):                               <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>                                                                                                  <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span> <span style=\"color: #bfbf7f; text-decoration-color: #bfbf7f\">/opt/homebrew/lib/python3.10/site-packages/pinecone/core/client/</span><span style=\"color: #808000; text-decoration-color: #808000; font-weight: bold\">api_client.py</span>:<span style=\"color: #0000ff; text-decoration-color: #0000ff\">776</span> in <span style=\"color: #00ff00; text-decoration-color: #00ff00\">__call__</span>    <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>                                                                                                  <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">773 </span><span style=\"color: #bfbf7f; text-decoration-color: #bfbf7f\">│   │   </span><span style=\"color: #808000; text-decoration-color: #808000\">api_instance.configure_index.callable or self.callable in this class</span>               <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">774 │   │   </span>                                                                                   <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">775 </span><span style=\"color: #bfbf7f; text-decoration-color: #bfbf7f\">│   │   </span><span style=\"color: #808000; text-decoration-color: #808000\">\"\"\"</span>                                                                                <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span> <span style=\"color: #800000; text-decoration-color: #800000\">❱ </span>776 <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">│   │   </span><span style=\"color: #0000ff; text-decoration-color: #0000ff\">return</span> <span style=\"color: #00ffff; text-decoration-color: #00ffff\">self</span>.callable(<span style=\"color: #00ffff; text-decoration-color: #00ffff\">self</span>, *args, **kwargs)                                        <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">777 │   </span>                                                                                       <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">778 │   </span><span style=\"color: #0000ff; text-decoration-color: #0000ff\">def</span> <span style=\"color: #00ff00; text-decoration-color: #00ff00\">call_with_http_info</span>(<span style=\"color: #00ffff; text-decoration-color: #00ffff\">self</span>, **kwargs):                                               <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">779 </span>                                                                                           <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>                                                                                                  <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span> <span style=\"color: #bfbf7f; text-decoration-color: #bfbf7f\">/opt/homebrew/lib/python3.10/site-packages/pinecone/core/client/api/</span><span style=\"color: #808000; text-decoration-color: #808000; font-weight: bold\">vector_operations_api.py</span>:<span style=\"color: #0000ff; text-decoration-color: #0000ff\">591</span> <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span> in <span style=\"color: #00ff00; text-decoration-color: #00ff00\">__fetch</span>                                                                                       <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>                                                                                                  <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> 588 │   │   │   </span>kwargs[<span style=\"color: #808000; text-decoration-color: #808000\">'_host_index'</span>] = kwargs.get(<span style=\"color: #808000; text-decoration-color: #808000\">'_host_index'</span>)                             <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> 589 │   │   │   </span>kwargs[<span style=\"color: #808000; text-decoration-color: #808000\">'ids'</span>] = \\                                                             <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> 590 │   │   │   │   </span>ids                                                                       <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span> <span style=\"color: #800000; text-decoration-color: #800000\">❱ </span> 591 <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">│   │   │   </span><span style=\"color: #0000ff; text-decoration-color: #0000ff\">return</span> <span style=\"color: #00ffff; text-decoration-color: #00ffff\">self</span>.call_with_http_info(**kwargs)                                     <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> 592 │   │   </span>                                                                                  <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> 593 │   │   </span><span style=\"color: #00ffff; text-decoration-color: #00ffff\">self</span>.fetch = _Endpoint(                                                           <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> 594 │   │   │   </span>settings={                                                                    <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>                                                                                                  <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span> <span style=\"color: #bfbf7f; text-decoration-color: #bfbf7f\">/opt/homebrew/lib/python3.10/site-packages/pinecone/core/client/</span><span style=\"color: #808000; text-decoration-color: #808000; font-weight: bold\">api_client.py</span>:<span style=\"color: #0000ff; text-decoration-color: #0000ff\">838</span> in             <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span> <span style=\"color: #00ff00; text-decoration-color: #00ff00\">call_with_http_info</span>                                                                              <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>                                                                                                  <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">835 │   │   │   │   </span>content_type_headers_list)                                                 <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">836 │   │   │   </span>params[<span style=\"color: #808000; text-decoration-color: #808000\">'header'</span>][<span style=\"color: #808000; text-decoration-color: #808000\">'Content-Type'</span>] = header_list                                 <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">837 │   │   </span>                                                                                   <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span> <span style=\"color: #800000; text-decoration-color: #800000\">❱ </span>838 <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">│   │   </span><span style=\"color: #0000ff; text-decoration-color: #0000ff\">return</span> <span style=\"color: #00ffff; text-decoration-color: #00ffff\">self</span>.api_client.call_api(                                                   <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">839 │   │   │   </span><span style=\"color: #00ffff; text-decoration-color: #00ffff\">self</span>.settings[<span style=\"color: #808000; text-decoration-color: #808000\">'endpoint_path'</span>], <span style=\"color: #00ffff; text-decoration-color: #00ffff\">self</span>.settings[<span style=\"color: #808000; text-decoration-color: #808000\">'http_method'</span>],                  <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">840 │   │   │   </span>params[<span style=\"color: #808000; text-decoration-color: #808000\">'path'</span>],                                                                <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">841 │   │   │   </span>params[<span style=\"color: #808000; text-decoration-color: #808000\">'query'</span>],                                                               <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>                                                                                                  <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span> <span style=\"color: #bfbf7f; text-decoration-color: #bfbf7f\">/opt/homebrew/lib/python3.10/site-packages/pinecone/core/client/</span><span style=\"color: #808000; text-decoration-color: #808000; font-weight: bold\">api_client.py</span>:<span style=\"color: #0000ff; text-decoration-color: #0000ff\">413</span> in <span style=\"color: #00ff00; text-decoration-color: #00ff00\">call_api</span>    <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>                                                                                                  <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">410 </span><span style=\"color: #bfbf7f; text-decoration-color: #bfbf7f\">│   │   │   </span><span style=\"color: #808000; text-decoration-color: #808000\">then the method will return the response directly.</span>                             <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">411 </span><span style=\"color: #bfbf7f; text-decoration-color: #bfbf7f\">│   │   </span><span style=\"color: #808000; text-decoration-color: #808000\">\"\"\"</span>                                                                                <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">412 │   │   </span><span style=\"color: #0000ff; text-decoration-color: #0000ff\">if</span> <span style=\"color: #ff00ff; text-decoration-color: #ff00ff\">not</span> async_req:                                                                  <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span> <span style=\"color: #800000; text-decoration-color: #800000\">❱ </span>413 <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">│   │   │   </span><span style=\"color: #0000ff; text-decoration-color: #0000ff\">return</span> <span style=\"color: #00ffff; text-decoration-color: #00ffff\">self</span>.__call_api(resource_path, method,                                  <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">414 │   │   │   │   │   │   │   │      </span>path_params, query_params, header_params,               <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">415 │   │   │   │   │   │   │   │      </span>body, post_params, files,                               <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">416 │   │   │   │   │   │   │   │      </span>response_type, auth_settings,                           <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>                                                                                                  <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span> <span style=\"color: #bfbf7f; text-decoration-color: #bfbf7f\">/opt/homebrew/lib/python3.10/site-packages/pinecone/core/client/</span><span style=\"color: #808000; text-decoration-color: #808000; font-weight: bold\">api_client.py</span>:<span style=\"color: #0000ff; text-decoration-color: #0000ff\">200</span> in <span style=\"color: #00ff00; text-decoration-color: #00ff00\">__call_api</span>  <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>                                                                                                  <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">197 │   │   </span>                                                                                   <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">198 │   │   </span><span style=\"color: #0000ff; text-decoration-color: #0000ff\">try</span>:                                                                               <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">199 │   │   │   # perform request and return response</span>                                          <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span> <span style=\"color: #800000; text-decoration-color: #800000\">❱ </span>200 <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">│   │   │   </span>response_data = <span style=\"color: #00ffff; text-decoration-color: #00ffff\">self</span>.request(                                                  <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">201 │   │   │   │   </span>method, url, query_params=query_params, headers=header_params,             <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">202 │   │   │   │   </span>post_params=post_params, body=body,                                        <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">203 │   │   │   │   </span>_preload_content=_preload_content,                                         <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>                                                                                                  <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span> <span style=\"color: #bfbf7f; text-decoration-color: #bfbf7f\">/opt/homebrew/lib/python3.10/site-packages/pinecone/core/client/</span><span style=\"color: #808000; text-decoration-color: #808000; font-weight: bold\">api_client.py</span>:<span style=\"color: #0000ff; text-decoration-color: #0000ff\">439</span> in <span style=\"color: #00ff00; text-decoration-color: #00ff00\">request</span>     <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>                                                                                                  <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">436 │   │   │   │   </span>_request_timeout=<span style=\"color: #0000ff; text-decoration-color: #0000ff\">None</span>):                                                    <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">437 │   │   </span><span style=\"color: #808000; text-decoration-color: #808000\">\"\"\"Makes the HTTP request using RESTClient.\"\"\"</span>                                     <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">438 │   │   </span><span style=\"color: #0000ff; text-decoration-color: #0000ff\">if</span> method == <span style=\"color: #808000; text-decoration-color: #808000\">\"GET\"</span>:                                                                <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span> <span style=\"color: #800000; text-decoration-color: #800000\">❱ </span>439 <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">│   │   │   </span><span style=\"color: #0000ff; text-decoration-color: #0000ff\">return</span> <span style=\"color: #00ffff; text-decoration-color: #00ffff\">self</span>.rest_client.GET(url,                                               <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">440 │   │   │   │   │   │   │   │   │   │   </span>query_params=query_params,                         <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">441 │   │   │   │   │   │   │   │   │   │   </span>_preload_content=_preload_content,                 <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">442 │   │   │   │   │   │   │   │   │   │   </span>_request_timeout=_request_timeout,                 <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>                                                                                                  <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span> <span style=\"color: #bfbf7f; text-decoration-color: #bfbf7f\">/opt/homebrew/lib/python3.10/site-packages/pinecone/core/client/</span><span style=\"color: #808000; text-decoration-color: #808000; font-weight: bold\">rest.py</span>:<span style=\"color: #0000ff; text-decoration-color: #0000ff\">236</span> in <span style=\"color: #00ff00; text-decoration-color: #00ff00\">GET</span>               <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>                                                                                                  <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">233 │   </span>                                                                                       <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">234 │   </span><span style=\"color: #0000ff; text-decoration-color: #0000ff\">def</span> <span style=\"color: #00ff00; text-decoration-color: #00ff00\">GET</span>(<span style=\"color: #00ffff; text-decoration-color: #00ffff\">self</span>, url, headers=<span style=\"color: #0000ff; text-decoration-color: #0000ff\">None</span>, query_params=<span style=\"color: #0000ff; text-decoration-color: #0000ff\">None</span>, _preload_content=<span style=\"color: #0000ff; text-decoration-color: #0000ff\">True</span>,             <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">235 │   │   │   </span>_request_timeout=<span style=\"color: #0000ff; text-decoration-color: #0000ff\">None</span>):                                                        <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span> <span style=\"color: #800000; text-decoration-color: #800000\">❱ </span>236 <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">│   │   </span><span style=\"color: #0000ff; text-decoration-color: #0000ff\">return</span> <span style=\"color: #00ffff; text-decoration-color: #00ffff\">self</span>.request(<span style=\"color: #808000; text-decoration-color: #808000\">\"GET\"</span>, url,                                                    <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">237 │   │   │   │   │   │   │   </span>headers=headers,                                               <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">238 │   │   │   │   │   │   │   </span>_preload_content=_preload_content,                             <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">239 │   │   │   │   │   │   │   </span>_request_timeout=_request_timeout,                             <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>                                                                                                  <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span> <span style=\"color: #bfbf7f; text-decoration-color: #bfbf7f\">/opt/homebrew/lib/python3.10/site-packages/pinecone/core/client/</span><span style=\"color: #808000; text-decoration-color: #808000; font-weight: bold\">rest.py</span>:<span style=\"color: #0000ff; text-decoration-color: #0000ff\">202</span> in <span style=\"color: #00ff00; text-decoration-color: #00ff00\">request</span>           <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>                                                                                                  <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">199 │   │   │   │   │   </span><span style=\"color: #0000ff; text-decoration-color: #0000ff\">raise</span> ApiException(status=<span style=\"color: #0000ff; text-decoration-color: #0000ff\">0</span>, reason=msg)                               <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">200 │   │   │   # For `GET`, `HEAD`</span>                                                            <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">201 │   │   │   </span><span style=\"color: #0000ff; text-decoration-color: #0000ff\">else</span>:                                                                          <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span> <span style=\"color: #800000; text-decoration-color: #800000\">❱ </span>202 <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">│   │   │   │   </span>r = <span style=\"color: #00ffff; text-decoration-color: #00ffff\">self</span>.pool_manager.request(method, url,                                 <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">203 │   │   │   │   │   │   │   │   │   │   │     </span>fields=query_params,                         <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">204 │   │   │   │   │   │   │   │   │   │   │     </span>preload_content=_preload_content,            <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">205 │   │   │   │   │   │   │   │   │   │   │     </span>timeout=timeout,                             <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>                                                                                                  <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span> <span style=\"color: #bfbf7f; text-decoration-color: #bfbf7f\">/opt/homebrew/lib/python3.10/site-packages/urllib3/</span><span style=\"color: #808000; text-decoration-color: #808000; font-weight: bold\">request.py</span>:<span style=\"color: #0000ff; text-decoration-color: #0000ff\">75</span> in <span style=\"color: #00ff00; text-decoration-color: #00ff00\">request</span>                      <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>                                                                                                  <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> 72 │   │   </span>                                                                                   <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> 73 │   │   </span><span style=\"color: #0000ff; text-decoration-color: #0000ff\">if</span> method <span style=\"color: #ff00ff; text-decoration-color: #ff00ff\">in</span> <span style=\"color: #00ffff; text-decoration-color: #00ffff\">self</span>._encode_url_methods:                                             <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> 74 │   │   │   </span><span style=\"color: #0000ff; text-decoration-color: #0000ff\">return</span> <span style=\"color: #00ffff; text-decoration-color: #00ffff\">self</span>.request_encode_url(                                                <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span> <span style=\"color: #800000; text-decoration-color: #800000\">❱ </span> 75 <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">│   │   │   │   </span>method, url, fields=fields, headers=headers, **urlopen_kw                  <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> 76 │   │   │   </span>)                                                                              <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> 77 │   │   </span><span style=\"color: #0000ff; text-decoration-color: #0000ff\">else</span>:                                                                              <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> 78 │   │   │   </span><span style=\"color: #0000ff; text-decoration-color: #0000ff\">return</span> <span style=\"color: #00ffff; text-decoration-color: #00ffff\">self</span>.request_encode_body(                                               <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>                                                                                                  <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span> <span style=\"color: #bfbf7f; text-decoration-color: #bfbf7f\">/opt/homebrew/lib/python3.10/site-packages/urllib3/</span><span style=\"color: #808000; text-decoration-color: #808000; font-weight: bold\">request.py</span>:<span style=\"color: #0000ff; text-decoration-color: #0000ff\">97</span> in <span style=\"color: #00ff00; text-decoration-color: #00ff00\">request_encode_url</span>           <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>                                                                                                  <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> 94 │   │   │   </span>url += <span style=\"color: #808000; text-decoration-color: #808000\">\"?\"</span> + urlencode(fields)                                                 <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> 95 │   │   </span>                                                                                   <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> 96 │   │   </span><span style=\"color: #0000ff; text-decoration-color: #0000ff\">return</span> <span style=\"color: #00ffff; text-decoration-color: #00ffff\">self</span>.urlopen(method, url, **extra_kw)                                       <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span> <span style=\"color: #800000; text-decoration-color: #800000\">❱ </span> 97 <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">│   </span>                                                                                       <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> 98 │   </span><span style=\"color: #0000ff; text-decoration-color: #0000ff\">def</span> <span style=\"color: #00ff00; text-decoration-color: #00ff00\">request_encode_body</span>(                                                               <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> 99 │   │   </span><span style=\"color: #00ffff; text-decoration-color: #00ffff\">self</span>,                                                                              <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">100 │   │   </span>method,                                                                            <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>                                                                                                  <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span> <span style=\"color: #bfbf7f; text-decoration-color: #bfbf7f\">/opt/homebrew/lib/python3.10/site-packages/urllib3/</span><span style=\"color: #808000; text-decoration-color: #808000; font-weight: bold\">poolmanager.py</span>:<span style=\"color: #0000ff; text-decoration-color: #0000ff\">336</span> in <span style=\"color: #00ff00; text-decoration-color: #00ff00\">urlopen</span>                 <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>                                                                                                  <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">333 │   │   │   </span><span style=\"color: #00ffff; text-decoration-color: #00ffff\">self</span>.proxy, <span style=\"color: #00ffff; text-decoration-color: #00ffff\">self</span>.proxy_config, parsed_url.scheme                               <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">334 │   │   </span>)                                                                                  <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">335 │   </span>                                                                                       <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span> <span style=\"color: #800000; text-decoration-color: #800000\">❱ </span>336 <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">│   </span><span style=\"color: #0000ff; text-decoration-color: #0000ff\">def</span> <span style=\"color: #00ff00; text-decoration-color: #00ff00\">_validate_proxy_scheme_url_selection</span>(<span style=\"color: #00ffff; text-decoration-color: #00ffff\">self</span>, url_scheme):                            <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">337 │   │   </span><span style=\"color: #808000; text-decoration-color: #808000\">\"\"\"</span>                                                                                <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">338 </span><span style=\"color: #bfbf7f; text-decoration-color: #bfbf7f\">│   │   </span><span style=\"color: #808000; text-decoration-color: #808000\">Validates that were not attempting to do TLS in TLS connections on</span>                 <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">339 </span><span style=\"color: #bfbf7f; text-decoration-color: #bfbf7f\">│   │   </span><span style=\"color: #808000; text-decoration-color: #808000\">Python2 or with unsupported SSL implementations.</span>                                   <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>                                                                                                  <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span> <span style=\"color: #bfbf7f; text-decoration-color: #bfbf7f\">/opt/homebrew/lib/python3.10/site-packages/urllib3/</span><span style=\"color: #808000; text-decoration-color: #808000; font-weight: bold\">connectionpool.py</span>:<span style=\"color: #0000ff; text-decoration-color: #0000ff\">754</span> in <span style=\"color: #00ff00; text-decoration-color: #00ff00\">urlopen</span>              <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>                                                                                                  <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> 751 │   │   │   </span>clean_exit = <span style=\"color: #0000ff; text-decoration-color: #0000ff\">False</span>                                                            <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> 752 │   │   │   </span>                                                                              <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> 753 │   │   │   </span><span style=\"color: #0000ff; text-decoration-color: #0000ff\">def</span> <span style=\"color: #00ff00; text-decoration-color: #00ff00\">_is_ssl_error_message_from_http_proxy</span>(ssl_error):                         <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span> <span style=\"color: #800000; text-decoration-color: #800000\">❱ </span> 754 <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">│   │   │   │   # We're trying to detect the message 'WRONG_VERSION_NUMBER' but</span>           <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> 755 │   │   │   │   # SSLErrors are kinda all over the place when it comes to the message,</span>    <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> 756 │   │   │   │   # so we try to cover our bases here!</span>                                      <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> 757 │   │   │   │   </span>message = <span style=\"color: #808000; text-decoration-color: #808000\">\" \"</span>.join(re.split(<span style=\"color: #808000; text-decoration-color: #808000\">\"[^a-z]\"</span>, <span style=\"color: #00ffff; text-decoration-color: #00ffff\">str</span>(ssl_error).lower()))            <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>                                                                                                  <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span> <span style=\"color: #bfbf7f; text-decoration-color: #bfbf7f\">/opt/homebrew/lib/python3.10/site-packages/urllib3/</span><span style=\"color: #808000; text-decoration-color: #808000; font-weight: bold\">connectionpool.py</span>:<span style=\"color: #0000ff; text-decoration-color: #0000ff\">754</span> in <span style=\"color: #00ff00; text-decoration-color: #00ff00\">urlopen</span>              <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>                                                                                                  <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> 751 │   │   │   </span>clean_exit = <span style=\"color: #0000ff; text-decoration-color: #0000ff\">False</span>                                                            <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> 752 │   │   │   </span>                                                                              <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> 753 │   │   │   </span><span style=\"color: #0000ff; text-decoration-color: #0000ff\">def</span> <span style=\"color: #00ff00; text-decoration-color: #00ff00\">_is_ssl_error_message_from_http_proxy</span>(ssl_error):                         <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span> <span style=\"color: #800000; text-decoration-color: #800000\">❱ </span> 754 <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">│   │   │   │   # We're trying to detect the message 'WRONG_VERSION_NUMBER' but</span>           <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> 755 │   │   │   │   # SSLErrors are kinda all over the place when it comes to the message,</span>    <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> 756 │   │   │   │   # so we try to cover our bases here!</span>                                      <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> 757 │   │   │   │   </span>message = <span style=\"color: #808000; text-decoration-color: #808000\">\" \"</span>.join(re.split(<span style=\"color: #808000; text-decoration-color: #808000\">\"[^a-z]\"</span>, <span style=\"color: #00ffff; text-decoration-color: #00ffff\">str</span>(ssl_error).lower()))            <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>                                                                                                  <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span> <span style=\"color: #bfbf7f; text-decoration-color: #bfbf7f\">/opt/homebrew/lib/python3.10/site-packages/urllib3/</span><span style=\"color: #808000; text-decoration-color: #808000; font-weight: bold\">connectionpool.py</span>:<span style=\"color: #0000ff; text-decoration-color: #0000ff\">754</span> in <span style=\"color: #00ff00; text-decoration-color: #00ff00\">urlopen</span>              <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>                                                                                                  <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> 751 │   │   │   </span>clean_exit = <span style=\"color: #0000ff; text-decoration-color: #0000ff\">False</span>                                                            <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> 752 │   │   │   </span>                                                                              <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> 753 │   │   │   </span><span style=\"color: #0000ff; text-decoration-color: #0000ff\">def</span> <span style=\"color: #00ff00; text-decoration-color: #00ff00\">_is_ssl_error_message_from_http_proxy</span>(ssl_error):                         <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span> <span style=\"color: #800000; text-decoration-color: #800000\">❱ </span> 754 <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">│   │   │   │   # We're trying to detect the message 'WRONG_VERSION_NUMBER' but</span>           <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> 755 │   │   │   │   # SSLErrors are kinda all over the place when it comes to the message,</span>    <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> 756 │   │   │   │   # so we try to cover our bases here!</span>                                      <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> 757 │   │   │   │   </span>message = <span style=\"color: #808000; text-decoration-color: #808000\">\" \"</span>.join(re.split(<span style=\"color: #808000; text-decoration-color: #808000\">\"[^a-z]\"</span>, <span style=\"color: #00ffff; text-decoration-color: #00ffff\">str</span>(ssl_error).lower()))            <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>                                                                                                  <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span> <span style=\"color: #bfbf7f; text-decoration-color: #bfbf7f\">/opt/homebrew/lib/python3.10/site-packages/urllib3/</span><span style=\"color: #808000; text-decoration-color: #808000; font-weight: bold\">connectionpool.py</span>:<span style=\"color: #0000ff; text-decoration-color: #0000ff\">726</span> in <span style=\"color: #00ff00; text-decoration-color: #00ff00\">urlopen</span>              <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>                                                                                                  <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> 723 │   │   │   </span>response = <span style=\"color: #00ffff; text-decoration-color: #00ffff\">self</span>.ResponseCls.from_httplib(                                     <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> 724 │   │   │   │   </span>httplib_response,                                                         <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> 725 │   │   │   │   </span>pool=<span style=\"color: #00ffff; text-decoration-color: #00ffff\">self</span>,                                                                <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span> <span style=\"color: #800000; text-decoration-color: #800000\">❱ </span> 726 <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">│   │   │   │   </span>connection=response_conn,                                                 <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> 727 │   │   │   │   </span>retries=retries,                                                          <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> 728 │   │   │   │   </span>**response_kw                                                             <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> 729 │   │   │   </span>)                                                                             <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>                                                                                                  <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span> <span style=\"color: #bfbf7f; text-decoration-color: #bfbf7f\">/opt/homebrew/lib/python3.10/site-packages/urllib3/util/</span><span style=\"color: #808000; text-decoration-color: #808000; font-weight: bold\">retry.py</span>:<span style=\"color: #0000ff; text-decoration-color: #0000ff\">446</span> in <span style=\"color: #00ff00; text-decoration-color: #00ff00\">increment</span>                <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>                                                                                                  <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">443 │   │   </span><span style=\"color: #808000; text-decoration-color: #808000\">\"\"\"Errors that occur after the request has been started, so we should</span>              <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">444 </span><span style=\"color: #bfbf7f; text-decoration-color: #bfbf7f\">│   │   </span><span style=\"color: #808000; text-decoration-color: #808000\">assume that the server began processing it.</span>                                        <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">445 </span><span style=\"color: #bfbf7f; text-decoration-color: #bfbf7f\">│   │   </span><span style=\"color: #808000; text-decoration-color: #808000\">\"\"\"</span>                                                                                <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span> <span style=\"color: #800000; text-decoration-color: #800000\">❱ </span>446 <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">│   │   </span><span style=\"color: #0000ff; text-decoration-color: #0000ff\">return</span> <span style=\"color: #00ffff; text-decoration-color: #00ffff\">isinstance</span>(err, (ReadTimeoutError, ProtocolError))                          <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">447 │   </span>                                                                                       <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">448 │   </span><span style=\"color: #0000ff; text-decoration-color: #0000ff\">def</span> <span style=\"color: #00ff00; text-decoration-color: #00ff00\">_is_method_retryable</span>(<span style=\"color: #00ffff; text-decoration-color: #00ffff\">self</span>, method):                                                <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">449 │   │   </span><span style=\"color: #808000; text-decoration-color: #808000\">\"\"\"Checks if a given HTTP method should be retried upon, depending if</span>              <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">╰──────────────────────────────────────────────────────────────────────────────────────────────────╯</span>\n",
       "<span style=\"color: #ff0000; text-decoration-color: #ff0000; font-weight: bold\">MaxRetryError: </span><span style=\"color: #800080; text-decoration-color: #800080; font-weight: bold\">HTTPSConnectionPool</span><span style=\"font-weight: bold\">(</span><span style=\"color: #808000; text-decoration-color: #808000\">host</span>=<span style=\"color: #008000; text-decoration-color: #008000\">'test-cb41e3b.svc.us-west1-gcp.pinecone.io'</span>, <span style=\"color: #808000; text-decoration-color: #808000\">port</span>=<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">443</span><span style=\"font-weight: bold\">)</span>: Max retries \n",
       "exceeded with url: <span style=\"color: #800080; text-decoration-color: #800080\">/vectors/</span><span style=\"color: #ff00ff; text-decoration-color: #ff00ff\">fetch</span>?<span style=\"color: #808000; text-decoration-color: #808000\">namespace</span>=&amp;<span style=\"color: #808000; text-decoration-color: #808000\">ids</span>=<span style=\"color: #800080; text-decoration-color: #800080\">Fff</span>&amp;<span style=\"color: #808000; text-decoration-color: #808000\">ids</span>=<span style=\"color: #800080; text-decoration-color: #800080\">B</span>&amp;<span style=\"color: #808000; text-decoration-color: #808000\">ids</span>=<span style=\"color: #800080; text-decoration-color: #800080\">C</span>&amp;<span style=\"color: #808000; text-decoration-color: #808000\">ids</span>=<span style=\"color: #800080; text-decoration-color: #800080\">Dd</span>&amp;<span style=\"color: #808000; text-decoration-color: #808000\">ids</span>=<span style=\"color: #800080; text-decoration-color: #800080\">E</span> <span style=\"font-weight: bold\">(</span>Caused by <span style=\"color: #800080; text-decoration-color: #800080; font-weight: bold\">ProtocolError</span><span style=\"font-weight: bold\">(</span><span style=\"color: #008000; text-decoration-color: #008000\">'Connection </span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">aborted.'</span>, <span style=\"color: #800080; text-decoration-color: #800080; font-weight: bold\">ConnectionResetError</span><span style=\"font-weight: bold\">(</span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">54</span>, <span style=\"color: #008000; text-decoration-color: #008000\">'Connection reset by peer'</span><span style=\"font-weight: bold\">)))</span>\n",
       "\n",
       "<span style=\"font-style: italic\">The above exception was the direct cause of the following exception:</span>\n",
       "\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">╭─────────────────────────────── </span><span style=\"color: #800000; text-decoration-color: #800000; font-weight: bold\">Traceback </span><span style=\"color: #bf7f7f; text-decoration-color: #bf7f7f; font-weight: bold\">(most recent call last)</span><span style=\"color: #800000; text-decoration-color: #800000\"> ────────────────────────────────╮</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span> <span style=\"color: #bfbf7f; text-decoration-color: #bfbf7f\">/var/folders/y9/9xqbqkg90tnc0cmm0dxt985m0000gn/T/ipykernel_37376/</span><span style=\"color: #808000; text-decoration-color: #808000; font-weight: bold\">576604747.py</span>:<span style=\"color: #0000ff; text-decoration-color: #0000ff\">1</span> in <span style=\"color: #00ff00; text-decoration-color: #00ff00\">&lt;module&gt;</span>      <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>                                                                                                  <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span> <span style=\"color: #800000; text-decoration-color: #800000; font-style: italic\">[Errno 2] No such file or directory: </span>                                                            <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span> <span style=\"color: #800000; text-decoration-color: #800000; font-style: italic\">'/var/folders/y9/9xqbqkg90tnc0cmm0dxt985m0000gn/T/ipykernel_37376/576604747.py'</span>                  <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>                                                                                                  <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span> <span style=\"color: #bfbf7f; text-decoration-color: #bfbf7f\">/var/folders/y9/9xqbqkg90tnc0cmm0dxt985m0000gn/T/ipykernel_37376/</span><span style=\"color: #808000; text-decoration-color: #808000; font-weight: bold\">132251037.py</span>:<span style=\"color: #0000ff; text-decoration-color: #0000ff\">22</span> in              <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span> <span style=\"color: #00ff00; text-decoration-color: #00ff00\">create_or_update_vectors</span>                                                                         <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>                                                                                                  <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span> <span style=\"color: #800000; text-decoration-color: #800000; font-style: italic\">[Errno 2] No such file or directory: </span>                                                            <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span> <span style=\"color: #800000; text-decoration-color: #800000; font-style: italic\">'/var/folders/y9/9xqbqkg90tnc0cmm0dxt985m0000gn/T/ipykernel_37376/132251037.py'</span>                  <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>                                                                                                  <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span> <span style=\"color: #bfbf7f; text-decoration-color: #bfbf7f\">/opt/homebrew/lib/python3.10/site-packages/pinecone/core/utils/</span><span style=\"color: #808000; text-decoration-color: #808000; font-weight: bold\">error_handling.py</span>:<span style=\"color: #0000ff; text-decoration-color: #0000ff\">20</span> in           <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span> <span style=\"color: #00ff00; text-decoration-color: #00ff00\">inner_func</span>                                                                                       <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>                                                                                                  <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">17 │   │   │   </span><span style=\"color: #0000ff; text-decoration-color: #0000ff\">return</span> func(*args, **kwargs)                                                    <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">18 │   │   </span><span style=\"color: #0000ff; text-decoration-color: #0000ff\">except</span> MaxRetryError <span style=\"color: #0000ff; text-decoration-color: #0000ff\">as</span> e:                                                          <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">19 │   │   │   </span><span style=\"color: #0000ff; text-decoration-color: #0000ff\">if</span> <span style=\"color: #00ffff; text-decoration-color: #00ffff\">isinstance</span>(e.reason, ProtocolError):                                         <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span> <span style=\"color: #800000; text-decoration-color: #800000\">❱ </span>20 <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">│   │   │   │   </span><span style=\"color: #0000ff; text-decoration-color: #0000ff\">raise</span> PineconeProtocolError(                                                <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">21 │   │   │   │   │   </span><span style=\"color: #808000; text-decoration-color: #808000\">f'Failed to connect to {</span>e.url<span style=\"color: #808000; text-decoration-color: #808000\">}; did you specify the correct index na</span>    <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">22 │   │   │   </span><span style=\"color: #0000ff; text-decoration-color: #0000ff\">else</span>:                                                                           <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">23 │   │   │   │   </span><span style=\"color: #0000ff; text-decoration-color: #0000ff\">raise</span>                                                                       <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">╰──────────────────────────────────────────────────────────────────────────────────────────────────╯</span>\n",
       "<span style=\"color: #ff0000; text-decoration-color: #ff0000; font-weight: bold\">PineconeProtocolError: </span>Failed to connect to <span style=\"color: #800080; text-decoration-color: #800080\">/vectors/</span><span style=\"color: #ff00ff; text-decoration-color: #ff00ff\">fetch</span>?<span style=\"color: #808000; text-decoration-color: #808000\">namespace</span>=&amp;<span style=\"color: #808000; text-decoration-color: #808000\">ids</span>=<span style=\"color: #800080; text-decoration-color: #800080\">Fff</span>&amp;<span style=\"color: #808000; text-decoration-color: #808000\">ids</span>=<span style=\"color: #800080; text-decoration-color: #800080\">B</span>&amp;<span style=\"color: #808000; text-decoration-color: #808000\">ids</span>=<span style=\"color: #800080; text-decoration-color: #800080\">C</span>&amp;<span style=\"color: #808000; text-decoration-color: #808000\">ids</span>=<span style=\"color: #800080; text-decoration-color: #800080\">Dd</span>&amp;<span style=\"color: #808000; text-decoration-color: #808000\">ids</span>=<span style=\"color: #800080; text-decoration-color: #800080\">E</span>; did you \n",
       "specify the correct index name?\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[31m╭─\u001b[0m\u001b[31m──────────────────────────────\u001b[0m\u001b[31m \u001b[0m\u001b[1;31mTraceback \u001b[0m\u001b[1;2;31m(most recent call last)\u001b[0m\u001b[31m \u001b[0m\u001b[31m───────────────────────────────\u001b[0m\u001b[31m─╮\u001b[0m\n",
       "\u001b[31m│\u001b[0m \u001b[2;33m/opt/homebrew/lib/python3.10/site-packages/urllib3/\u001b[0m\u001b[1;33mconnectionpool.py\u001b[0m:\u001b[94m670\u001b[0m in \u001b[92murlopen\u001b[0m              \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m                                                                                                  \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m 667 \u001b[0m\u001b[2m│   │   │   \u001b[0m\u001b[96mself\u001b[0m.proxy, \u001b[96mself\u001b[0m.proxy_config, destination_scheme                             \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m 668 \u001b[0m\u001b[2m│   │   \u001b[0m)                                                                                 \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m 669 \u001b[0m\u001b[2m│   │   \u001b[0m                                                                                  \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m \u001b[31m❱ \u001b[0m 670 \u001b[2m│   │   \u001b[0m\u001b[2m# Merge the proxy headers. Only done when not using HTTP CONNECT. We\u001b[0m              \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m 671 \u001b[0m\u001b[2m│   │   \u001b[0m\u001b[2m# have to copy the headers dict so we can safely change it without those\u001b[0m          \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m 672 \u001b[0m\u001b[2m│   │   \u001b[0m\u001b[2m# changes being reflected in anyone else's copy.\u001b[0m                                  \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m 673 \u001b[0m\u001b[2m│   │   \u001b[0m\u001b[94mif\u001b[0m \u001b[95mnot\u001b[0m http_tunnel_required:                                                      \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m                                                                                                  \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m \u001b[2;33m/opt/homebrew/lib/python3.10/site-packages/urllib3/\u001b[0m\u001b[1;33mconnectionpool.py\u001b[0m:\u001b[94m381\u001b[0m in \u001b[92m_make_request\u001b[0m        \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m                                                                                                  \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m 378 \u001b[0m\u001b[2m│   │   \u001b[0m\u001b[96mself\u001b[0m.num_requests += \u001b[94m1\u001b[0m                                                            \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m 379 \u001b[0m\u001b[2m│   │   \u001b[0m                                                                                  \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m 380 \u001b[0m\u001b[2m│   │   \u001b[0mtimeout_obj = \u001b[96mself\u001b[0m._get_timeout(timeout)                                          \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m \u001b[31m❱ \u001b[0m 381 \u001b[2m│   │   \u001b[0mtimeout_obj.start_connect()                                                       \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m 382 \u001b[0m\u001b[2m│   │   \u001b[0mconn.timeout = timeout_obj.connect_timeout                                        \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m 383 \u001b[0m\u001b[2m│   │   \u001b[0m                                                                                  \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m 384 \u001b[0m\u001b[2m│   │   \u001b[0m\u001b[2m# Trigger any extra validation we need to do.\u001b[0m                                     \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m                                                                                                  \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m \u001b[2;33m/opt/homebrew/lib/python3.10/site-packages/urllib3/\u001b[0m\u001b[1;33mconnectionpool.py\u001b[0m:\u001b[94m978\u001b[0m in \u001b[92m_validate_conn\u001b[0m       \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m                                                                                                  \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m 975 \u001b[0m\u001b[2m│   │   │   │   \u001b[0mca_certs=\u001b[96mself\u001b[0m.ca_certs,                                                   \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m 976 \u001b[0m\u001b[2m│   │   │   │   \u001b[0mca_cert_dir=\u001b[96mself\u001b[0m.ca_cert_dir,                                             \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m 977 \u001b[0m\u001b[2m│   │   │   │   \u001b[0massert_hostname=\u001b[96mself\u001b[0m.assert_hostname,                                     \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m \u001b[31m❱ \u001b[0m 978 \u001b[2m│   │   │   │   \u001b[0massert_fingerprint=\u001b[96mself\u001b[0m.assert_fingerprint,                               \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m 979 \u001b[0m\u001b[2m│   │   │   \u001b[0m)                                                                             \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m 980 \u001b[0m\u001b[2m│   │   │   \u001b[0mconn.ssl_version = \u001b[96mself\u001b[0m.ssl_version                                           \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m 981 \u001b[0m\u001b[2m│   │   \u001b[0m\u001b[94mreturn\u001b[0m conn                                                                       \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m                                                                                                  \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m \u001b[2;33m/opt/homebrew/lib/python3.10/site-packages/urllib3/\u001b[0m\u001b[1;33mconnection.py\u001b[0m:\u001b[94m362\u001b[0m in \u001b[92mconnect\u001b[0m                  \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m                                                                                                  \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m359 \u001b[0m\u001b[2m│   │   \u001b[0mhostname = \u001b[96mself\u001b[0m.host                                                               \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m360 \u001b[0m\u001b[2m│   │   \u001b[0mtls_in_tls = \u001b[94mFalse\u001b[0m                                                                 \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m361 \u001b[0m\u001b[2m│   │   \u001b[0m                                                                                   \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m \u001b[31m❱ \u001b[0m362 \u001b[2m│   │   \u001b[0m\u001b[94mif\u001b[0m \u001b[96mself\u001b[0m._is_using_tunnel():                                                        \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m363 \u001b[0m\u001b[2m│   │   │   \u001b[0m\u001b[94mif\u001b[0m \u001b[96mself\u001b[0m.tls_in_tls_required:                                                   \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m364 \u001b[0m\u001b[2m│   │   │   │   \u001b[0m\u001b[96mself\u001b[0m.sock = conn = \u001b[96mself\u001b[0m._connect_tls_proxy(hostname, conn)                 \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m365 \u001b[0m\u001b[2m│   │   │   │   \u001b[0mtls_in_tls = \u001b[94mTrue\u001b[0m                                                          \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m                                                                                                  \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m \u001b[2;33m/opt/homebrew/lib/python3.10/site-packages/urllib3/util/\u001b[0m\u001b[1;33mssl_.py\u001b[0m:\u001b[94m386\u001b[0m in \u001b[92mssl_wrap_socket\u001b[0m           \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m                                                                                                  \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m383 \u001b[0m\u001b[2;33m│   │   \u001b[0m\u001b[33msupported by OpenSSL's -CApath flag or the capath argument to\u001b[0m                      \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m384 \u001b[0m\u001b[2;33m│   │   \u001b[0m\u001b[33mSSLContext.load_verify_locations().\u001b[0m                                                \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m385 \u001b[0m\u001b[2;33m│   \u001b[0m\u001b[33m:param key_password:\u001b[0m                                                                   \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m \u001b[31m❱ \u001b[0m386 \u001b[2;33m│   │   \u001b[0m\u001b[33mOptional password if the keyfile is encrypted.\u001b[0m                                     \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m387 \u001b[0m\u001b[2;33m│   \u001b[0m\u001b[33m:param ca_cert_data:\u001b[0m                                                                   \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m388 \u001b[0m\u001b[2;33m│   │   \u001b[0m\u001b[33mOptional string containing CA certificates in PEM format suitable for\u001b[0m              \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m389 \u001b[0m\u001b[2;33m│   │   \u001b[0m\u001b[33mpassing as the cadata parameter to SSLContext.load_verify_locations()\u001b[0m              \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m                                                                                                  \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m \u001b[2;33m/opt/homebrew/Cellar/python@3.10/3.10.7/Frameworks/Python.framework/Versions/3.10/lib/python3.10\u001b[0m \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m \u001b[2;33m/\u001b[0m\u001b[1;33mssl.py\u001b[0m:\u001b[94m513\u001b[0m in \u001b[92mwrap_socket\u001b[0m                                                                       \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m                                                                                                  \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m 510 \u001b[0m\u001b[2m│   │   │   │   │   \u001b[0mserver_hostname=\u001b[94mNone\u001b[0m, session=\u001b[94mNone\u001b[0m):                                  \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m 511 \u001b[0m\u001b[2m│   │   \u001b[0m\u001b[2m# SSLSocket class handles server_hostname encoding before it calls\u001b[0m                \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m 512 \u001b[0m\u001b[2m│   │   \u001b[0m\u001b[2m# ctx._wrap_socket()\u001b[0m                                                              \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m \u001b[31m❱ \u001b[0m 513 \u001b[2m│   │   \u001b[0m\u001b[94mreturn\u001b[0m \u001b[96mself\u001b[0m.sslsocket_class._create(                                              \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m 514 \u001b[0m\u001b[2m│   │   │   \u001b[0msock=sock,                                                                    \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m 515 \u001b[0m\u001b[2m│   │   │   \u001b[0mserver_side=server_side,                                                      \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m 516 \u001b[0m\u001b[2m│   │   │   \u001b[0mdo_handshake_on_connect=do_handshake_on_connect,                              \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m                                                                                                  \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m \u001b[2;33m/opt/homebrew/Cellar/python@3.10/3.10.7/Frameworks/Python.framework/Versions/3.10/lib/python3.10\u001b[0m \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m \u001b[2;33m/\u001b[0m\u001b[1;33mssl.py\u001b[0m:\u001b[94m1071\u001b[0m in \u001b[92m_create\u001b[0m                                                                          \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m                                                                                                  \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m1068 \u001b[0m\u001b[2m│   │   │   │   │   \u001b[0m\u001b[94mif\u001b[0m timeout == \u001b[94m0.0\u001b[0m:                                                    \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m1069 \u001b[0m\u001b[2m│   │   │   │   │   │   \u001b[0m\u001b[2m# non-blocking\u001b[0m                                                    \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m1070 \u001b[0m\u001b[2m│   │   │   │   │   │   \u001b[0m\u001b[94mraise\u001b[0m \u001b[96mValueError\u001b[0m(\u001b[33m\"\u001b[0m\u001b[33mdo_handshake_on_connect should not be specifie\u001b[0m  \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m \u001b[31m❱ \u001b[0m1071 \u001b[2m│   │   │   │   │   \u001b[0m\u001b[96mself\u001b[0m.do_handshake()                                                   \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m1072 \u001b[0m\u001b[2m│   │   │   \u001b[0m\u001b[94mexcept\u001b[0m (\u001b[96mOSError\u001b[0m, \u001b[96mValueError\u001b[0m):                                                 \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m1073 \u001b[0m\u001b[2m│   │   │   │   \u001b[0m\u001b[96mself\u001b[0m.close()                                                              \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m1074 \u001b[0m\u001b[2m│   │   │   │   \u001b[0m\u001b[94mraise\u001b[0m                                                                     \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m                                                                                                  \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m \u001b[2;33m/opt/homebrew/Cellar/python@3.10/3.10.7/Frameworks/Python.framework/Versions/3.10/lib/python3.10\u001b[0m \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m \u001b[2;33m/\u001b[0m\u001b[1;33mssl.py\u001b[0m:\u001b[94m1342\u001b[0m in \u001b[92mdo_handshake\u001b[0m                                                                     \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m                                                                                                  \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m1339 \u001b[0m\u001b[2m│   │   \u001b[0m\u001b[94mtry\u001b[0m:                                                                              \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m1340 \u001b[0m\u001b[2m│   │   │   \u001b[0m\u001b[94mif\u001b[0m timeout == \u001b[94m0.0\u001b[0m \u001b[95mand\u001b[0m block:                                                  \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m1341 \u001b[0m\u001b[2m│   │   │   │   \u001b[0m\u001b[96mself\u001b[0m.settimeout(\u001b[94mNone\u001b[0m)                                                     \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m \u001b[31m❱ \u001b[0m1342 \u001b[2m│   │   │   \u001b[0m\u001b[96mself\u001b[0m._sslobj.do_handshake()                                                   \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m1343 \u001b[0m\u001b[2m│   │   \u001b[0m\u001b[94mfinally\u001b[0m:                                                                          \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m1344 \u001b[0m\u001b[2m│   │   │   \u001b[0m\u001b[96mself\u001b[0m.settimeout(timeout)                                                      \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m1345 \u001b[0m                                                                                          \u001b[31m│\u001b[0m\n",
       "\u001b[31m╰──────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n",
       "\u001b[1;91mConnectionResetError: \u001b[0m\u001b[1m[\u001b[0mErrno \u001b[1;36m54\u001b[0m\u001b[1m]\u001b[0m Connection reset by peer\n",
       "\n",
       "\u001b[3mDuring handling of the above exception, another exception occurred:\u001b[0m\n",
       "\n",
       "\u001b[31m╭─\u001b[0m\u001b[31m──────────────────────────────\u001b[0m\u001b[31m \u001b[0m\u001b[1;31mTraceback \u001b[0m\u001b[1;2;31m(most recent call last)\u001b[0m\u001b[31m \u001b[0m\u001b[31m───────────────────────────────\u001b[0m\u001b[31m─╮\u001b[0m\n",
       "\u001b[31m│\u001b[0m \u001b[2;33m/opt/homebrew/lib/python3.10/site-packages/pinecone/core/utils/\u001b[0m\u001b[1;33merror_handling.py\u001b[0m:\u001b[94m17\u001b[0m in           \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m \u001b[92minner_func\u001b[0m                                                                                       \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m                                                                                                  \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m14 \u001b[0m\u001b[2m│   \u001b[0m\u001b[94mdef\u001b[0m \u001b[92minner_func\u001b[0m(*args, **kwargs):                                                        \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m15 \u001b[0m\u001b[2m│   │   \u001b[0mConfig.validate()  \u001b[2m# raises exceptions in case of invalid config\u001b[0m                    \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m16 \u001b[0m\u001b[2m│   │   \u001b[0m\u001b[94mtry\u001b[0m:                                                                                \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m \u001b[31m❱ \u001b[0m17 \u001b[2m│   │   │   \u001b[0m\u001b[94mreturn\u001b[0m func(*args, **kwargs)                                                    \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m18 \u001b[0m\u001b[2m│   │   \u001b[0m\u001b[94mexcept\u001b[0m MaxRetryError \u001b[94mas\u001b[0m e:                                                          \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m19 \u001b[0m\u001b[2m│   │   │   \u001b[0m\u001b[94mif\u001b[0m \u001b[96misinstance\u001b[0m(e.reason, ProtocolError):                                         \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m20 \u001b[0m\u001b[2m│   │   │   │   \u001b[0m\u001b[94mraise\u001b[0m PineconeProtocolError(                                                \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m                                                                                                  \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m \u001b[2;33m/opt/homebrew/lib/python3.10/site-packages/pinecone/\u001b[0m\u001b[1;33mindex.py\u001b[0m:\u001b[94m93\u001b[0m in \u001b[92mfetch\u001b[0m                         \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m                                                                                                  \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m 90 \u001b[0m\u001b[2m│   \u001b[0m                                                                                       \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m 91 \u001b[0m\u001b[2m│   \u001b[0m\u001b[1;95m@validate_and_convert_errors\u001b[0m                                                           \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m 92 \u001b[0m\u001b[2m│   \u001b[0m\u001b[94mdef\u001b[0m \u001b[92mfetch\u001b[0m(\u001b[96mself\u001b[0m, *args, **kwargs):                                                      \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m \u001b[31m❱ \u001b[0m 93 \u001b[2m│   │   \u001b[0m\u001b[94mreturn\u001b[0m \u001b[96mself\u001b[0m._vector_api.fetch(*args, **kwargs)                                     \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m 94 \u001b[0m\u001b[2m│   \u001b[0m                                                                                       \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m 95 \u001b[0m\u001b[2m│   \u001b[0m\u001b[1;95m@validate_and_convert_errors\u001b[0m                                                           \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m 96 \u001b[0m\u001b[2m│   \u001b[0m\u001b[94mdef\u001b[0m \u001b[92mquery\u001b[0m(\u001b[96mself\u001b[0m, vector=[], \u001b[96mid\u001b[0m=\u001b[33m'\u001b[0m\u001b[33m'\u001b[0m, queries=[], **kwargs):                               \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m                                                                                                  \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m \u001b[2;33m/opt/homebrew/lib/python3.10/site-packages/pinecone/core/client/\u001b[0m\u001b[1;33mapi_client.py\u001b[0m:\u001b[94m776\u001b[0m in \u001b[92m__call__\u001b[0m    \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m                                                                                                  \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m773 \u001b[0m\u001b[2;33m│   │   \u001b[0m\u001b[33mapi_instance.configure_index.callable or self.callable in this class\u001b[0m               \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m774 \u001b[0m\u001b[2m│   │   \u001b[0m                                                                                   \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m775 \u001b[0m\u001b[2;33m│   │   \u001b[0m\u001b[33m\"\"\"\u001b[0m                                                                                \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m \u001b[31m❱ \u001b[0m776 \u001b[2m│   │   \u001b[0m\u001b[94mreturn\u001b[0m \u001b[96mself\u001b[0m.callable(\u001b[96mself\u001b[0m, *args, **kwargs)                                        \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m777 \u001b[0m\u001b[2m│   \u001b[0m                                                                                       \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m778 \u001b[0m\u001b[2m│   \u001b[0m\u001b[94mdef\u001b[0m \u001b[92mcall_with_http_info\u001b[0m(\u001b[96mself\u001b[0m, **kwargs):                                               \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m779 \u001b[0m                                                                                           \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m                                                                                                  \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m \u001b[2;33m/opt/homebrew/lib/python3.10/site-packages/pinecone/core/client/api/\u001b[0m\u001b[1;33mvector_operations_api.py\u001b[0m:\u001b[94m591\u001b[0m \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m in \u001b[92m__fetch\u001b[0m                                                                                       \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m                                                                                                  \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m 588 \u001b[0m\u001b[2m│   │   │   \u001b[0mkwargs[\u001b[33m'\u001b[0m\u001b[33m_host_index\u001b[0m\u001b[33m'\u001b[0m] = kwargs.get(\u001b[33m'\u001b[0m\u001b[33m_host_index\u001b[0m\u001b[33m'\u001b[0m)                             \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m 589 \u001b[0m\u001b[2m│   │   │   \u001b[0mkwargs[\u001b[33m'\u001b[0m\u001b[33mids\u001b[0m\u001b[33m'\u001b[0m] = \\                                                             \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m 590 \u001b[0m\u001b[2m│   │   │   │   \u001b[0mids                                                                       \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m \u001b[31m❱ \u001b[0m 591 \u001b[2m│   │   │   \u001b[0m\u001b[94mreturn\u001b[0m \u001b[96mself\u001b[0m.call_with_http_info(**kwargs)                                     \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m 592 \u001b[0m\u001b[2m│   │   \u001b[0m                                                                                  \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m 593 \u001b[0m\u001b[2m│   │   \u001b[0m\u001b[96mself\u001b[0m.fetch = _Endpoint(                                                           \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m 594 \u001b[0m\u001b[2m│   │   │   \u001b[0msettings={                                                                    \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m                                                                                                  \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m \u001b[2;33m/opt/homebrew/lib/python3.10/site-packages/pinecone/core/client/\u001b[0m\u001b[1;33mapi_client.py\u001b[0m:\u001b[94m838\u001b[0m in             \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m \u001b[92mcall_with_http_info\u001b[0m                                                                              \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m                                                                                                  \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m835 \u001b[0m\u001b[2m│   │   │   │   \u001b[0mcontent_type_headers_list)                                                 \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m836 \u001b[0m\u001b[2m│   │   │   \u001b[0mparams[\u001b[33m'\u001b[0m\u001b[33mheader\u001b[0m\u001b[33m'\u001b[0m][\u001b[33m'\u001b[0m\u001b[33mContent-Type\u001b[0m\u001b[33m'\u001b[0m] = header_list                                 \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m837 \u001b[0m\u001b[2m│   │   \u001b[0m                                                                                   \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m \u001b[31m❱ \u001b[0m838 \u001b[2m│   │   \u001b[0m\u001b[94mreturn\u001b[0m \u001b[96mself\u001b[0m.api_client.call_api(                                                   \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m839 \u001b[0m\u001b[2m│   │   │   \u001b[0m\u001b[96mself\u001b[0m.settings[\u001b[33m'\u001b[0m\u001b[33mendpoint_path\u001b[0m\u001b[33m'\u001b[0m], \u001b[96mself\u001b[0m.settings[\u001b[33m'\u001b[0m\u001b[33mhttp_method\u001b[0m\u001b[33m'\u001b[0m],                  \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m840 \u001b[0m\u001b[2m│   │   │   \u001b[0mparams[\u001b[33m'\u001b[0m\u001b[33mpath\u001b[0m\u001b[33m'\u001b[0m],                                                                \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m841 \u001b[0m\u001b[2m│   │   │   \u001b[0mparams[\u001b[33m'\u001b[0m\u001b[33mquery\u001b[0m\u001b[33m'\u001b[0m],                                                               \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m                                                                                                  \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m \u001b[2;33m/opt/homebrew/lib/python3.10/site-packages/pinecone/core/client/\u001b[0m\u001b[1;33mapi_client.py\u001b[0m:\u001b[94m413\u001b[0m in \u001b[92mcall_api\u001b[0m    \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m                                                                                                  \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m410 \u001b[0m\u001b[2;33m│   │   │   \u001b[0m\u001b[33mthen the method will return the response directly.\u001b[0m                             \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m411 \u001b[0m\u001b[2;33m│   │   \u001b[0m\u001b[33m\"\"\"\u001b[0m                                                                                \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m412 \u001b[0m\u001b[2m│   │   \u001b[0m\u001b[94mif\u001b[0m \u001b[95mnot\u001b[0m async_req:                                                                  \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m \u001b[31m❱ \u001b[0m413 \u001b[2m│   │   │   \u001b[0m\u001b[94mreturn\u001b[0m \u001b[96mself\u001b[0m.__call_api(resource_path, method,                                  \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m414 \u001b[0m\u001b[2m│   │   │   │   │   │   │   │      \u001b[0mpath_params, query_params, header_params,               \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m415 \u001b[0m\u001b[2m│   │   │   │   │   │   │   │      \u001b[0mbody, post_params, files,                               \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m416 \u001b[0m\u001b[2m│   │   │   │   │   │   │   │      \u001b[0mresponse_type, auth_settings,                           \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m                                                                                                  \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m \u001b[2;33m/opt/homebrew/lib/python3.10/site-packages/pinecone/core/client/\u001b[0m\u001b[1;33mapi_client.py\u001b[0m:\u001b[94m200\u001b[0m in \u001b[92m__call_api\u001b[0m  \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m                                                                                                  \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m197 \u001b[0m\u001b[2m│   │   \u001b[0m                                                                                   \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m198 \u001b[0m\u001b[2m│   │   \u001b[0m\u001b[94mtry\u001b[0m:                                                                               \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m199 \u001b[0m\u001b[2m│   │   │   \u001b[0m\u001b[2m# perform request and return response\u001b[0m                                          \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m \u001b[31m❱ \u001b[0m200 \u001b[2m│   │   │   \u001b[0mresponse_data = \u001b[96mself\u001b[0m.request(                                                  \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m201 \u001b[0m\u001b[2m│   │   │   │   \u001b[0mmethod, url, query_params=query_params, headers=header_params,             \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m202 \u001b[0m\u001b[2m│   │   │   │   \u001b[0mpost_params=post_params, body=body,                                        \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m203 \u001b[0m\u001b[2m│   │   │   │   \u001b[0m_preload_content=_preload_content,                                         \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m                                                                                                  \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m \u001b[2;33m/opt/homebrew/lib/python3.10/site-packages/pinecone/core/client/\u001b[0m\u001b[1;33mapi_client.py\u001b[0m:\u001b[94m439\u001b[0m in \u001b[92mrequest\u001b[0m     \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m                                                                                                  \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m436 \u001b[0m\u001b[2m│   │   │   │   \u001b[0m_request_timeout=\u001b[94mNone\u001b[0m):                                                    \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m437 \u001b[0m\u001b[2m│   │   \u001b[0m\u001b[33m\"\"\"Makes the HTTP request using RESTClient.\"\"\"\u001b[0m                                     \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m438 \u001b[0m\u001b[2m│   │   \u001b[0m\u001b[94mif\u001b[0m method == \u001b[33m\"\u001b[0m\u001b[33mGET\u001b[0m\u001b[33m\"\u001b[0m:                                                                \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m \u001b[31m❱ \u001b[0m439 \u001b[2m│   │   │   \u001b[0m\u001b[94mreturn\u001b[0m \u001b[96mself\u001b[0m.rest_client.GET(url,                                               \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m440 \u001b[0m\u001b[2m│   │   │   │   │   │   │   │   │   │   \u001b[0mquery_params=query_params,                         \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m441 \u001b[0m\u001b[2m│   │   │   │   │   │   │   │   │   │   \u001b[0m_preload_content=_preload_content,                 \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m442 \u001b[0m\u001b[2m│   │   │   │   │   │   │   │   │   │   \u001b[0m_request_timeout=_request_timeout,                 \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m                                                                                                  \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m \u001b[2;33m/opt/homebrew/lib/python3.10/site-packages/pinecone/core/client/\u001b[0m\u001b[1;33mrest.py\u001b[0m:\u001b[94m236\u001b[0m in \u001b[92mGET\u001b[0m               \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m                                                                                                  \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m233 \u001b[0m\u001b[2m│   \u001b[0m                                                                                       \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m234 \u001b[0m\u001b[2m│   \u001b[0m\u001b[94mdef\u001b[0m \u001b[92mGET\u001b[0m(\u001b[96mself\u001b[0m, url, headers=\u001b[94mNone\u001b[0m, query_params=\u001b[94mNone\u001b[0m, _preload_content=\u001b[94mTrue\u001b[0m,             \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m235 \u001b[0m\u001b[2m│   │   │   \u001b[0m_request_timeout=\u001b[94mNone\u001b[0m):                                                        \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m \u001b[31m❱ \u001b[0m236 \u001b[2m│   │   \u001b[0m\u001b[94mreturn\u001b[0m \u001b[96mself\u001b[0m.request(\u001b[33m\"\u001b[0m\u001b[33mGET\u001b[0m\u001b[33m\"\u001b[0m, url,                                                    \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m237 \u001b[0m\u001b[2m│   │   │   │   │   │   │   \u001b[0mheaders=headers,                                               \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m238 \u001b[0m\u001b[2m│   │   │   │   │   │   │   \u001b[0m_preload_content=_preload_content,                             \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m239 \u001b[0m\u001b[2m│   │   │   │   │   │   │   \u001b[0m_request_timeout=_request_timeout,                             \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m                                                                                                  \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m \u001b[2;33m/opt/homebrew/lib/python3.10/site-packages/pinecone/core/client/\u001b[0m\u001b[1;33mrest.py\u001b[0m:\u001b[94m202\u001b[0m in \u001b[92mrequest\u001b[0m           \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m                                                                                                  \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m199 \u001b[0m\u001b[2m│   │   │   │   │   \u001b[0m\u001b[94mraise\u001b[0m ApiException(status=\u001b[94m0\u001b[0m, reason=msg)                               \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m200 \u001b[0m\u001b[2m│   │   │   \u001b[0m\u001b[2m# For `GET`, `HEAD`\u001b[0m                                                            \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m201 \u001b[0m\u001b[2m│   │   │   \u001b[0m\u001b[94melse\u001b[0m:                                                                          \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m \u001b[31m❱ \u001b[0m202 \u001b[2m│   │   │   │   \u001b[0mr = \u001b[96mself\u001b[0m.pool_manager.request(method, url,                                 \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m203 \u001b[0m\u001b[2m│   │   │   │   │   │   │   │   │   │   │     \u001b[0mfields=query_params,                         \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m204 \u001b[0m\u001b[2m│   │   │   │   │   │   │   │   │   │   │     \u001b[0mpreload_content=_preload_content,            \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m205 \u001b[0m\u001b[2m│   │   │   │   │   │   │   │   │   │   │     \u001b[0mtimeout=timeout,                             \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m                                                                                                  \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m \u001b[2;33m/opt/homebrew/lib/python3.10/site-packages/urllib3/\u001b[0m\u001b[1;33mrequest.py\u001b[0m:\u001b[94m75\u001b[0m in \u001b[92mrequest\u001b[0m                      \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m                                                                                                  \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m 72 \u001b[0m\u001b[2m│   │   \u001b[0m                                                                                   \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m 73 \u001b[0m\u001b[2m│   │   \u001b[0m\u001b[94mif\u001b[0m method \u001b[95min\u001b[0m \u001b[96mself\u001b[0m._encode_url_methods:                                             \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m 74 \u001b[0m\u001b[2m│   │   │   \u001b[0m\u001b[94mreturn\u001b[0m \u001b[96mself\u001b[0m.request_encode_url(                                                \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m \u001b[31m❱ \u001b[0m 75 \u001b[2m│   │   │   │   \u001b[0mmethod, url, fields=fields, headers=headers, **urlopen_kw                  \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m 76 \u001b[0m\u001b[2m│   │   │   \u001b[0m)                                                                              \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m 77 \u001b[0m\u001b[2m│   │   \u001b[0m\u001b[94melse\u001b[0m:                                                                              \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m 78 \u001b[0m\u001b[2m│   │   │   \u001b[0m\u001b[94mreturn\u001b[0m \u001b[96mself\u001b[0m.request_encode_body(                                               \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m                                                                                                  \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m \u001b[2;33m/opt/homebrew/lib/python3.10/site-packages/urllib3/\u001b[0m\u001b[1;33mrequest.py\u001b[0m:\u001b[94m97\u001b[0m in \u001b[92mrequest_encode_url\u001b[0m           \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m                                                                                                  \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m 94 \u001b[0m\u001b[2m│   │   │   \u001b[0murl += \u001b[33m\"\u001b[0m\u001b[33m?\u001b[0m\u001b[33m\"\u001b[0m + urlencode(fields)                                                 \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m 95 \u001b[0m\u001b[2m│   │   \u001b[0m                                                                                   \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m 96 \u001b[0m\u001b[2m│   │   \u001b[0m\u001b[94mreturn\u001b[0m \u001b[96mself\u001b[0m.urlopen(method, url, **extra_kw)                                       \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m \u001b[31m❱ \u001b[0m 97 \u001b[2m│   \u001b[0m                                                                                       \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m 98 \u001b[0m\u001b[2m│   \u001b[0m\u001b[94mdef\u001b[0m \u001b[92mrequest_encode_body\u001b[0m(                                                               \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m 99 \u001b[0m\u001b[2m│   │   \u001b[0m\u001b[96mself\u001b[0m,                                                                              \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m100 \u001b[0m\u001b[2m│   │   \u001b[0mmethod,                                                                            \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m                                                                                                  \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m \u001b[2;33m/opt/homebrew/lib/python3.10/site-packages/urllib3/\u001b[0m\u001b[1;33mpoolmanager.py\u001b[0m:\u001b[94m336\u001b[0m in \u001b[92murlopen\u001b[0m                 \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m                                                                                                  \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m333 \u001b[0m\u001b[2m│   │   │   \u001b[0m\u001b[96mself\u001b[0m.proxy, \u001b[96mself\u001b[0m.proxy_config, parsed_url.scheme                               \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m334 \u001b[0m\u001b[2m│   │   \u001b[0m)                                                                                  \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m335 \u001b[0m\u001b[2m│   \u001b[0m                                                                                       \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m \u001b[31m❱ \u001b[0m336 \u001b[2m│   \u001b[0m\u001b[94mdef\u001b[0m \u001b[92m_validate_proxy_scheme_url_selection\u001b[0m(\u001b[96mself\u001b[0m, url_scheme):                            \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m337 \u001b[0m\u001b[2m│   │   \u001b[0m\u001b[33m\"\"\"\u001b[0m                                                                                \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m338 \u001b[0m\u001b[2;33m│   │   \u001b[0m\u001b[33mValidates that were not attempting to do TLS in TLS connections on\u001b[0m                 \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m339 \u001b[0m\u001b[2;33m│   │   \u001b[0m\u001b[33mPython2 or with unsupported SSL implementations.\u001b[0m                                   \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m                                                                                                  \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m \u001b[2;33m/opt/homebrew/lib/python3.10/site-packages/urllib3/\u001b[0m\u001b[1;33mconnectionpool.py\u001b[0m:\u001b[94m754\u001b[0m in \u001b[92murlopen\u001b[0m              \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m                                                                                                  \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m 751 \u001b[0m\u001b[2m│   │   │   \u001b[0mclean_exit = \u001b[94mFalse\u001b[0m                                                            \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m 752 \u001b[0m\u001b[2m│   │   │   \u001b[0m                                                                              \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m 753 \u001b[0m\u001b[2m│   │   │   \u001b[0m\u001b[94mdef\u001b[0m \u001b[92m_is_ssl_error_message_from_http_proxy\u001b[0m(ssl_error):                         \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m \u001b[31m❱ \u001b[0m 754 \u001b[2m│   │   │   │   \u001b[0m\u001b[2m# We're trying to detect the message 'WRONG_VERSION_NUMBER' but\u001b[0m           \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m 755 \u001b[0m\u001b[2m│   │   │   │   \u001b[0m\u001b[2m# SSLErrors are kinda all over the place when it comes to the message,\u001b[0m    \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m 756 \u001b[0m\u001b[2m│   │   │   │   \u001b[0m\u001b[2m# so we try to cover our bases here!\u001b[0m                                      \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m 757 \u001b[0m\u001b[2m│   │   │   │   \u001b[0mmessage = \u001b[33m\"\u001b[0m\u001b[33m \u001b[0m\u001b[33m\"\u001b[0m.join(re.split(\u001b[33m\"\u001b[0m\u001b[33m[^a-z]\u001b[0m\u001b[33m\"\u001b[0m, \u001b[96mstr\u001b[0m(ssl_error).lower()))            \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m                                                                                                  \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m \u001b[2;33m/opt/homebrew/lib/python3.10/site-packages/urllib3/\u001b[0m\u001b[1;33mconnectionpool.py\u001b[0m:\u001b[94m754\u001b[0m in \u001b[92murlopen\u001b[0m              \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m                                                                                                  \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m 751 \u001b[0m\u001b[2m│   │   │   \u001b[0mclean_exit = \u001b[94mFalse\u001b[0m                                                            \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m 752 \u001b[0m\u001b[2m│   │   │   \u001b[0m                                                                              \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m 753 \u001b[0m\u001b[2m│   │   │   \u001b[0m\u001b[94mdef\u001b[0m \u001b[92m_is_ssl_error_message_from_http_proxy\u001b[0m(ssl_error):                         \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m \u001b[31m❱ \u001b[0m 754 \u001b[2m│   │   │   │   \u001b[0m\u001b[2m# We're trying to detect the message 'WRONG_VERSION_NUMBER' but\u001b[0m           \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m 755 \u001b[0m\u001b[2m│   │   │   │   \u001b[0m\u001b[2m# SSLErrors are kinda all over the place when it comes to the message,\u001b[0m    \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m 756 \u001b[0m\u001b[2m│   │   │   │   \u001b[0m\u001b[2m# so we try to cover our bases here!\u001b[0m                                      \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m 757 \u001b[0m\u001b[2m│   │   │   │   \u001b[0mmessage = \u001b[33m\"\u001b[0m\u001b[33m \u001b[0m\u001b[33m\"\u001b[0m.join(re.split(\u001b[33m\"\u001b[0m\u001b[33m[^a-z]\u001b[0m\u001b[33m\"\u001b[0m, \u001b[96mstr\u001b[0m(ssl_error).lower()))            \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m                                                                                                  \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m \u001b[2;33m/opt/homebrew/lib/python3.10/site-packages/urllib3/\u001b[0m\u001b[1;33mconnectionpool.py\u001b[0m:\u001b[94m754\u001b[0m in \u001b[92murlopen\u001b[0m              \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m                                                                                                  \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m 751 \u001b[0m\u001b[2m│   │   │   \u001b[0mclean_exit = \u001b[94mFalse\u001b[0m                                                            \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m 752 \u001b[0m\u001b[2m│   │   │   \u001b[0m                                                                              \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m 753 \u001b[0m\u001b[2m│   │   │   \u001b[0m\u001b[94mdef\u001b[0m \u001b[92m_is_ssl_error_message_from_http_proxy\u001b[0m(ssl_error):                         \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m \u001b[31m❱ \u001b[0m 754 \u001b[2m│   │   │   │   \u001b[0m\u001b[2m# We're trying to detect the message 'WRONG_VERSION_NUMBER' but\u001b[0m           \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m 755 \u001b[0m\u001b[2m│   │   │   │   \u001b[0m\u001b[2m# SSLErrors are kinda all over the place when it comes to the message,\u001b[0m    \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m 756 \u001b[0m\u001b[2m│   │   │   │   \u001b[0m\u001b[2m# so we try to cover our bases here!\u001b[0m                                      \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m 757 \u001b[0m\u001b[2m│   │   │   │   \u001b[0mmessage = \u001b[33m\"\u001b[0m\u001b[33m \u001b[0m\u001b[33m\"\u001b[0m.join(re.split(\u001b[33m\"\u001b[0m\u001b[33m[^a-z]\u001b[0m\u001b[33m\"\u001b[0m, \u001b[96mstr\u001b[0m(ssl_error).lower()))            \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m                                                                                                  \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m \u001b[2;33m/opt/homebrew/lib/python3.10/site-packages/urllib3/\u001b[0m\u001b[1;33mconnectionpool.py\u001b[0m:\u001b[94m726\u001b[0m in \u001b[92murlopen\u001b[0m              \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m                                                                                                  \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m 723 \u001b[0m\u001b[2m│   │   │   \u001b[0mresponse = \u001b[96mself\u001b[0m.ResponseCls.from_httplib(                                     \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m 724 \u001b[0m\u001b[2m│   │   │   │   \u001b[0mhttplib_response,                                                         \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m 725 \u001b[0m\u001b[2m│   │   │   │   \u001b[0mpool=\u001b[96mself\u001b[0m,                                                                \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m \u001b[31m❱ \u001b[0m 726 \u001b[2m│   │   │   │   \u001b[0mconnection=response_conn,                                                 \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m 727 \u001b[0m\u001b[2m│   │   │   │   \u001b[0mretries=retries,                                                          \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m 728 \u001b[0m\u001b[2m│   │   │   │   \u001b[0m**response_kw                                                             \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m 729 \u001b[0m\u001b[2m│   │   │   \u001b[0m)                                                                             \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m                                                                                                  \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m \u001b[2;33m/opt/homebrew/lib/python3.10/site-packages/urllib3/util/\u001b[0m\u001b[1;33mretry.py\u001b[0m:\u001b[94m446\u001b[0m in \u001b[92mincrement\u001b[0m                \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m                                                                                                  \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m443 \u001b[0m\u001b[2m│   │   \u001b[0m\u001b[33m\"\"\"Errors that occur after the request has been started, so we should\u001b[0m              \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m444 \u001b[0m\u001b[2;33m│   │   \u001b[0m\u001b[33massume that the server began processing it.\u001b[0m                                        \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m445 \u001b[0m\u001b[2;33m│   │   \u001b[0m\u001b[33m\"\"\"\u001b[0m                                                                                \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m \u001b[31m❱ \u001b[0m446 \u001b[2m│   │   \u001b[0m\u001b[94mreturn\u001b[0m \u001b[96misinstance\u001b[0m(err, (ReadTimeoutError, ProtocolError))                          \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m447 \u001b[0m\u001b[2m│   \u001b[0m                                                                                       \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m448 \u001b[0m\u001b[2m│   \u001b[0m\u001b[94mdef\u001b[0m \u001b[92m_is_method_retryable\u001b[0m(\u001b[96mself\u001b[0m, method):                                                \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m449 \u001b[0m\u001b[2m│   │   \u001b[0m\u001b[33m\"\"\"Checks if a given HTTP method should be retried upon, depending if\u001b[0m              \u001b[31m│\u001b[0m\n",
       "\u001b[31m╰──────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n",
       "\u001b[1;91mMaxRetryError: \u001b[0m\u001b[1;35mHTTPSConnectionPool\u001b[0m\u001b[1m(\u001b[0m\u001b[33mhost\u001b[0m=\u001b[32m'test-cb41e3b.svc.us-west1-gcp.pinecone.io'\u001b[0m, \u001b[33mport\u001b[0m=\u001b[1;36m443\u001b[0m\u001b[1m)\u001b[0m: Max retries \n",
       "exceeded with url: \u001b[35m/vectors/\u001b[0m\u001b[95mfetch\u001b[0m?\u001b[33mnamespace\u001b[0m=&\u001b[33mids\u001b[0m=\u001b[35mFff\u001b[0m&\u001b[33mids\u001b[0m=\u001b[35mB\u001b[0m&\u001b[33mids\u001b[0m=\u001b[35mC\u001b[0m&\u001b[33mids\u001b[0m=\u001b[35mDd\u001b[0m&\u001b[33mids\u001b[0m=\u001b[35mE\u001b[0m \u001b[1m(\u001b[0mCaused by \u001b[1;35mProtocolError\u001b[0m\u001b[1m(\u001b[0m\u001b[32m'Connection \u001b[0m\n",
       "\u001b[32maborted.'\u001b[0m, \u001b[1;35mConnectionResetError\u001b[0m\u001b[1m(\u001b[0m\u001b[1;36m54\u001b[0m, \u001b[32m'Connection reset by peer'\u001b[0m\u001b[1m)\u001b[0m\u001b[1m)\u001b[0m\u001b[1m)\u001b[0m\n",
       "\n",
       "\u001b[3mThe above exception was the direct cause of the following exception:\u001b[0m\n",
       "\n",
       "\u001b[31m╭─\u001b[0m\u001b[31m──────────────────────────────\u001b[0m\u001b[31m \u001b[0m\u001b[1;31mTraceback \u001b[0m\u001b[1;2;31m(most recent call last)\u001b[0m\u001b[31m \u001b[0m\u001b[31m───────────────────────────────\u001b[0m\u001b[31m─╮\u001b[0m\n",
       "\u001b[31m│\u001b[0m \u001b[2;33m/var/folders/y9/9xqbqkg90tnc0cmm0dxt985m0000gn/T/ipykernel_37376/\u001b[0m\u001b[1;33m576604747.py\u001b[0m:\u001b[94m1\u001b[0m in \u001b[92m<module>\u001b[0m      \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m                                                                                                  \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m \u001b[3;31m[Errno 2] No such file or directory: \u001b[0m                                                            \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m \u001b[3;31m'/var/folders/y9/9xqbqkg90tnc0cmm0dxt985m0000gn/T/ipykernel_37376/576604747.py'\u001b[0m                  \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m                                                                                                  \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m \u001b[2;33m/var/folders/y9/9xqbqkg90tnc0cmm0dxt985m0000gn/T/ipykernel_37376/\u001b[0m\u001b[1;33m132251037.py\u001b[0m:\u001b[94m22\u001b[0m in              \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m \u001b[92mcreate_or_update_vectors\u001b[0m                                                                         \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m                                                                                                  \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m \u001b[3;31m[Errno 2] No such file or directory: \u001b[0m                                                            \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m \u001b[3;31m'/var/folders/y9/9xqbqkg90tnc0cmm0dxt985m0000gn/T/ipykernel_37376/132251037.py'\u001b[0m                  \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m                                                                                                  \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m \u001b[2;33m/opt/homebrew/lib/python3.10/site-packages/pinecone/core/utils/\u001b[0m\u001b[1;33merror_handling.py\u001b[0m:\u001b[94m20\u001b[0m in           \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m \u001b[92minner_func\u001b[0m                                                                                       \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m                                                                                                  \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m17 \u001b[0m\u001b[2m│   │   │   \u001b[0m\u001b[94mreturn\u001b[0m func(*args, **kwargs)                                                    \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m18 \u001b[0m\u001b[2m│   │   \u001b[0m\u001b[94mexcept\u001b[0m MaxRetryError \u001b[94mas\u001b[0m e:                                                          \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m19 \u001b[0m\u001b[2m│   │   │   \u001b[0m\u001b[94mif\u001b[0m \u001b[96misinstance\u001b[0m(e.reason, ProtocolError):                                         \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m \u001b[31m❱ \u001b[0m20 \u001b[2m│   │   │   │   \u001b[0m\u001b[94mraise\u001b[0m PineconeProtocolError(                                                \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m21 \u001b[0m\u001b[2m│   │   │   │   │   \u001b[0m\u001b[33mf\u001b[0m\u001b[33m'\u001b[0m\u001b[33mFailed to connect to \u001b[0m\u001b[33m{\u001b[0me.url\u001b[33m}\u001b[0m\u001b[33m; did you specify the correct index na\u001b[0m    \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m22 \u001b[0m\u001b[2m│   │   │   \u001b[0m\u001b[94melse\u001b[0m:                                                                           \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m23 \u001b[0m\u001b[2m│   │   │   │   \u001b[0m\u001b[94mraise\u001b[0m                                                                       \u001b[31m│\u001b[0m\n",
       "\u001b[31m╰──────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n",
       "\u001b[1;91mPineconeProtocolError: \u001b[0mFailed to connect to \u001b[35m/vectors/\u001b[0m\u001b[95mfetch\u001b[0m?\u001b[33mnamespace\u001b[0m=&\u001b[33mids\u001b[0m=\u001b[35mFff\u001b[0m&\u001b[33mids\u001b[0m=\u001b[35mB\u001b[0m&\u001b[33mids\u001b[0m=\u001b[35mC\u001b[0m&\u001b[33mids\u001b[0m=\u001b[35mDd\u001b[0m&\u001b[33mids\u001b[0m=\u001b[35mE\u001b[0m; did you \n",
       "specify the correct index name?\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "p.create_or_update_vectors([\n",
    "    (\"Fff\", [0.1, 0.2, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1] * 32),\n",
    "    (\"B\", [0.2, 0.6, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2] * 32),\n",
    "    (\"C\", [0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3] * 32),\n",
    "    (\"Dd\", [0.4, 0.5, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4] * 32),\n",
    "    (\"E\", [0, 0, 0, 0, 0,0,0,0] * 32)\n",
    "],\n",
    "     namespace=''\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "0c832ffc",
   "metadata": {},
   "outputs": [],
   "source": [
    "pinecone.delete_index('test')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "35f60552",
   "metadata": {},
   "outputs": [],
   "source": [
    "from sentence_transformers import SentenceTransformer, util\n",
    "embedder = SentenceTransformer('all-MiniLM-L6-v2')\n",
    "\n",
    "# Corpus with example sentences\n",
    "corpus = ['A man is eating food.',\n",
    "          'A man is eating a piece of bread.'\n",
    "         ]\n",
    "corpus_embeddings = embedder.encode(corpus, convert_to_tensor=True)\n",
    "corpus_embeddings.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "490552ab",
   "metadata": {},
   "outputs": [],
   "source": [
    "\n",
    "# Query sentences:\n",
    "queries = ['A man is eating pasta.', 'Someone in a gorilla costume is playing a set of drums.', 'A cheetah chases prey on across a field.']\n",
    "\n",
    "\n",
    "# Find the closest 5 sentences of the corpus for each query sentence based on cosine similarity\n",
    "top_k = min(5, len(corpus))\n",
    "for query in queries:\n",
    "    query_embedding = embedder.encode(query, convert_to_tensor=True)\n",
    "\n",
    "    # We use cosine-similarity and torch.topk to find the highest 5 scores\n",
    "    cos_scores = util.cos_sim(query_embedding, corpus_embeddings)[0]\n",
    "    top_results = torch.topk(cos_scores, k=top_k)\n",
    "    \n",
    "    print(\"\\n\\n======================\\n\\n\")\n",
    "    print(\"Query:\", query)\n",
    "    print(\"\\nTop 5 most similar sentences in corpus:\")\n",
    "\n",
    "    for score, idx in zip(top_results[0], top_results[1]):\n",
    "        print(corpus[idx], \"(Score: {:.4f})\".format(score))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "a1404ac0",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 145,
   "id": "1bd051ae",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Authenticate\n",
    " \n",
    "    \n",
    "supabase: Client = create_client(url, key)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 146,
   "id": "41ab7389",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<supabase.client.Client at 0x2931b40a0>"
      ]
     },
     "execution_count": 146,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "supabase"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "6dd925e5",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 148,
   "id": "cdc177ba",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #800000; text-decoration-color: #800000\">╭─────────────────────────────── </span><span style=\"color: #800000; text-decoration-color: #800000; font-weight: bold\">Traceback </span><span style=\"color: #bf7f7f; text-decoration-color: #bf7f7f; font-weight: bold\">(most recent call last)</span><span style=\"color: #800000; text-decoration-color: #800000\"> ────────────────────────────────╮</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span> <span style=\"color: #bfbf7f; text-decoration-color: #bfbf7f\">/opt/homebrew/lib/python3.10/site-packages/postgrest/_sync/</span><span style=\"color: #808000; text-decoration-color: #808000; font-weight: bold\">request_builder.py</span>:<span style=\"color: #0000ff; text-decoration-color: #0000ff\">62</span> in <span style=\"color: #00ff00; text-decoration-color: #00ff00\">execute</span>      <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>                                                                                                  <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> 59 │   │   </span>)                                                                                  <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> 60 │   │   </span>                                                                                   <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> 61 │   │   </span><span style=\"color: #0000ff; text-decoration-color: #0000ff\">try</span>:                                                                               <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span> <span style=\"color: #800000; text-decoration-color: #800000\">❱ </span> 62 <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">│   │   │   </span><span style=\"color: #0000ff; text-decoration-color: #0000ff\">return</span> APIResponse.from_http_request_response(r)                               <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> 63 │   │   </span><span style=\"color: #0000ff; text-decoration-color: #0000ff\">except</span> ValidationError <span style=\"color: #0000ff; text-decoration-color: #0000ff\">as</span> e:                                                       <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> 64 │   │   │   </span><span style=\"color: #0000ff; text-decoration-color: #0000ff\">raise</span> APIError(r.json()) <span style=\"color: #0000ff; text-decoration-color: #0000ff\">from</span> <span style=\"color: #00ffff; text-decoration-color: #00ffff; text-decoration: underline\">e</span>                                                <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> 65 </span>                                                                                           <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>                                                                                                  <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span> <span style=\"color: #bfbf7f; text-decoration-color: #bfbf7f\">/opt/homebrew/lib/python3.10/site-packages/postgrest/</span><span style=\"color: #808000; text-decoration-color: #808000; font-weight: bold\">base_request_builder.py</span>:<span style=\"color: #0000ff; text-decoration-color: #0000ff\">156</span> in              <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span> <span style=\"color: #00ff00; text-decoration-color: #00ff00\">from_http_request_response</span>                                                                       <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>                                                                                                  <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">153 │   </span>) -&gt; APIResponse:                                                                      <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">154 │   │   </span>data = request_response.json()                                                     <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">155 │   │   </span>count = <span style=\"color: #00ffff; text-decoration-color: #00ffff\">cls</span>._get_count_from_http_request_response(request_response)                <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span> <span style=\"color: #800000; text-decoration-color: #800000\">❱ </span>156 <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">│   │   </span><span style=\"color: #0000ff; text-decoration-color: #0000ff\">return</span> <span style=\"color: #00ffff; text-decoration-color: #00ffff\">cls</span>(data=data, count=count)                                                 <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">157 </span>                                                                                           <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">158 </span>                                                                                           <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">159 </span>_FilterT = TypeVar(<span style=\"color: #808000; text-decoration-color: #808000\">\"_FilterT\"</span>, bound=<span style=\"color: #808000; text-decoration-color: #808000\">\"BaseFilterRequestBuilder\"</span>)                           <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>                                                                                                  <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span> <span style=\"color: #bfbf7f; text-decoration-color: #bfbf7f\">/Users/sinanozdemir/index_demo/pydantic/</span><span style=\"color: #808000; text-decoration-color: #808000; font-weight: bold\">main.py</span>:<span style=\"color: #0000ff; text-decoration-color: #0000ff\">342</span> in <span style=\"color: #00ff00; text-decoration-color: #00ff00\">pydantic.main.BaseModel.__init__</span>          <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>                                                                                                  <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span> <span style=\"color: #800000; text-decoration-color: #800000; font-style: italic\">[Errno 2] No such file or directory: '/Users/sinanozdemir/index_demo/pydantic/main.py'</span>           <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">╰──────────────────────────────────────────────────────────────────────────────────────────────────╯</span>\n",
       "<span style=\"color: #ff0000; text-decoration-color: #ff0000; font-weight: bold\">ValidationError: </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">1</span> validation error for APIResponse\n",
       "data\n",
       "  You are passing an API error to the data field. <span style=\"font-weight: bold\">(</span><span style=\"color: #808000; text-decoration-color: #808000\">type</span>=<span style=\"color: #800080; text-decoration-color: #800080\">value_error</span><span style=\"font-weight: bold\">)</span>\n",
       "\n",
       "<span style=\"font-style: italic\">The above exception was the direct cause of the following exception:</span>\n",
       "\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">╭─────────────────────────────── </span><span style=\"color: #800000; text-decoration-color: #800000; font-weight: bold\">Traceback </span><span style=\"color: #bf7f7f; text-decoration-color: #bf7f7f; font-weight: bold\">(most recent call last)</span><span style=\"color: #800000; text-decoration-color: #800000\"> ────────────────────────────────╮</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span> <span style=\"color: #bfbf7f; text-decoration-color: #bfbf7f\">/var/folders/y9/9xqbqkg90tnc0cmm0dxt985m0000gn/T/ipykernel_37376/</span><span style=\"color: #808000; text-decoration-color: #808000; font-weight: bold\">1568912195.py</span>:<span style=\"color: #0000ff; text-decoration-color: #0000ff\">3</span> in <span style=\"color: #00ff00; text-decoration-color: #00ff00\">&lt;module&gt;</span>     <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>                                                                                                  <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span> <span style=\"color: #800000; text-decoration-color: #800000; font-style: italic\">[Errno 2] No such file or directory: </span>                                                            <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span> <span style=\"color: #800000; text-decoration-color: #800000; font-style: italic\">'/var/folders/y9/9xqbqkg90tnc0cmm0dxt985m0000gn/T/ipykernel_37376/1568912195.py'</span>                 <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>                                                                                                  <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span> <span style=\"color: #bfbf7f; text-decoration-color: #bfbf7f\">/opt/homebrew/lib/python3.10/site-packages/postgrest/_sync/</span><span style=\"color: #808000; text-decoration-color: #808000; font-weight: bold\">request_builder.py</span>:<span style=\"color: #0000ff; text-decoration-color: #0000ff\">64</span> in <span style=\"color: #00ff00; text-decoration-color: #00ff00\">execute</span>      <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>                                                                                                  <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> 61 │   │   </span><span style=\"color: #0000ff; text-decoration-color: #0000ff\">try</span>:                                                                               <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> 62 │   │   │   </span><span style=\"color: #0000ff; text-decoration-color: #0000ff\">return</span> APIResponse.from_http_request_response(r)                               <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> 63 │   │   </span><span style=\"color: #0000ff; text-decoration-color: #0000ff\">except</span> ValidationError <span style=\"color: #0000ff; text-decoration-color: #0000ff\">as</span> e:                                                       <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span> <span style=\"color: #800000; text-decoration-color: #800000\">❱ </span> 64 <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">│   │   │   </span><span style=\"color: #0000ff; text-decoration-color: #0000ff\">raise</span> APIError(r.json()) <span style=\"color: #0000ff; text-decoration-color: #0000ff\">from</span> <span style=\"color: #00ffff; text-decoration-color: #00ffff; text-decoration: underline\">e</span>                                                <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> 65 </span>                                                                                           <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> 66 </span>                                                                                           <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> 67 # ignoring type checking as a workaround for https://github.com/python/mypy/issues/9319</span>    <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
       "<span style=\"color: #800000; text-decoration-color: #800000\">╰──────────────────────────────────────────────────────────────────────────────────────────────────╯</span>\n",
       "<span style=\"color: #ff0000; text-decoration-color: #ff0000; font-weight: bold\">APIError: </span><span style=\"font-weight: bold\">{</span><span style=\"color: #008000; text-decoration-color: #008000\">'code'</span>: <span style=\"color: #008000; text-decoration-color: #008000\">'42P01'</span>, <span style=\"color: #008000; text-decoration-color: #008000\">'details'</span>: <span style=\"color: #800080; text-decoration-color: #800080; font-style: italic\">None</span>, <span style=\"color: #008000; text-decoration-color: #008000\">'hint'</span>: <span style=\"color: #800080; text-decoration-color: #800080; font-style: italic\">None</span>, <span style=\"color: #008000; text-decoration-color: #008000\">'message'</span>: <span style=\"color: #008000; text-decoration-color: #008000\">'relation \"public.countries\" does not exist'</span><span style=\"font-weight: bold\">}</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[31m╭─\u001b[0m\u001b[31m──────────────────────────────\u001b[0m\u001b[31m \u001b[0m\u001b[1;31mTraceback \u001b[0m\u001b[1;2;31m(most recent call last)\u001b[0m\u001b[31m \u001b[0m\u001b[31m───────────────────────────────\u001b[0m\u001b[31m─╮\u001b[0m\n",
       "\u001b[31m│\u001b[0m \u001b[2;33m/opt/homebrew/lib/python3.10/site-packages/postgrest/_sync/\u001b[0m\u001b[1;33mrequest_builder.py\u001b[0m:\u001b[94m62\u001b[0m in \u001b[92mexecute\u001b[0m      \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m                                                                                                  \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m 59 \u001b[0m\u001b[2m│   │   \u001b[0m)                                                                                  \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m 60 \u001b[0m\u001b[2m│   │   \u001b[0m                                                                                   \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m 61 \u001b[0m\u001b[2m│   │   \u001b[0m\u001b[94mtry\u001b[0m:                                                                               \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m \u001b[31m❱ \u001b[0m 62 \u001b[2m│   │   │   \u001b[0m\u001b[94mreturn\u001b[0m APIResponse.from_http_request_response(r)                               \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m 63 \u001b[0m\u001b[2m│   │   \u001b[0m\u001b[94mexcept\u001b[0m ValidationError \u001b[94mas\u001b[0m e:                                                       \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m 64 \u001b[0m\u001b[2m│   │   │   \u001b[0m\u001b[94mraise\u001b[0m APIError(r.json()) \u001b[94mfrom\u001b[0m \u001b[4;96me\u001b[0m                                                \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m 65 \u001b[0m                                                                                           \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m                                                                                                  \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m \u001b[2;33m/opt/homebrew/lib/python3.10/site-packages/postgrest/\u001b[0m\u001b[1;33mbase_request_builder.py\u001b[0m:\u001b[94m156\u001b[0m in              \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m \u001b[92mfrom_http_request_response\u001b[0m                                                                       \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m                                                                                                  \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m153 \u001b[0m\u001b[2m│   \u001b[0m) -> APIResponse:                                                                      \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m154 \u001b[0m\u001b[2m│   │   \u001b[0mdata = request_response.json()                                                     \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m155 \u001b[0m\u001b[2m│   │   \u001b[0mcount = \u001b[96mcls\u001b[0m._get_count_from_http_request_response(request_response)                \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m \u001b[31m❱ \u001b[0m156 \u001b[2m│   │   \u001b[0m\u001b[94mreturn\u001b[0m \u001b[96mcls\u001b[0m(data=data, count=count)                                                 \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m157 \u001b[0m                                                                                           \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m158 \u001b[0m                                                                                           \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m159 \u001b[0m_FilterT = TypeVar(\u001b[33m\"\u001b[0m\u001b[33m_FilterT\u001b[0m\u001b[33m\"\u001b[0m, bound=\u001b[33m\"\u001b[0m\u001b[33mBaseFilterRequestBuilder\u001b[0m\u001b[33m\"\u001b[0m)                           \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m                                                                                                  \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m \u001b[2;33m/Users/sinanozdemir/index_demo/pydantic/\u001b[0m\u001b[1;33mmain.py\u001b[0m:\u001b[94m342\u001b[0m in \u001b[92mpydantic.main.BaseModel.__init__\u001b[0m          \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m                                                                                                  \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m \u001b[3;31m[Errno 2] No such file or directory: '/Users/sinanozdemir/index_demo/pydantic/main.py'\u001b[0m           \u001b[31m│\u001b[0m\n",
       "\u001b[31m╰──────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n",
       "\u001b[1;91mValidationError: \u001b[0m\u001b[1;36m1\u001b[0m validation error for APIResponse\n",
       "data\n",
       "  You are passing an API error to the data field. \u001b[1m(\u001b[0m\u001b[33mtype\u001b[0m=\u001b[35mvalue_error\u001b[0m\u001b[1m)\u001b[0m\n",
       "\n",
       "\u001b[3mThe above exception was the direct cause of the following exception:\u001b[0m\n",
       "\n",
       "\u001b[31m╭─\u001b[0m\u001b[31m──────────────────────────────\u001b[0m\u001b[31m \u001b[0m\u001b[1;31mTraceback \u001b[0m\u001b[1;2;31m(most recent call last)\u001b[0m\u001b[31m \u001b[0m\u001b[31m───────────────────────────────\u001b[0m\u001b[31m─╮\u001b[0m\n",
       "\u001b[31m│\u001b[0m \u001b[2;33m/var/folders/y9/9xqbqkg90tnc0cmm0dxt985m0000gn/T/ipykernel_37376/\u001b[0m\u001b[1;33m1568912195.py\u001b[0m:\u001b[94m3\u001b[0m in \u001b[92m<module>\u001b[0m     \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m                                                                                                  \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m \u001b[3;31m[Errno 2] No such file or directory: \u001b[0m                                                            \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m \u001b[3;31m'/var/folders/y9/9xqbqkg90tnc0cmm0dxt985m0000gn/T/ipykernel_37376/1568912195.py'\u001b[0m                 \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m                                                                                                  \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m \u001b[2;33m/opt/homebrew/lib/python3.10/site-packages/postgrest/_sync/\u001b[0m\u001b[1;33mrequest_builder.py\u001b[0m:\u001b[94m64\u001b[0m in \u001b[92mexecute\u001b[0m      \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m                                                                                                  \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m 61 \u001b[0m\u001b[2m│   │   \u001b[0m\u001b[94mtry\u001b[0m:                                                                               \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m 62 \u001b[0m\u001b[2m│   │   │   \u001b[0m\u001b[94mreturn\u001b[0m APIResponse.from_http_request_response(r)                               \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m 63 \u001b[0m\u001b[2m│   │   \u001b[0m\u001b[94mexcept\u001b[0m ValidationError \u001b[94mas\u001b[0m e:                                                       \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m \u001b[31m❱ \u001b[0m 64 \u001b[2m│   │   │   \u001b[0m\u001b[94mraise\u001b[0m APIError(r.json()) \u001b[94mfrom\u001b[0m \u001b[4;96me\u001b[0m                                                \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m 65 \u001b[0m                                                                                           \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m 66 \u001b[0m                                                                                           \u001b[31m│\u001b[0m\n",
       "\u001b[31m│\u001b[0m   \u001b[2m 67 \u001b[0m\u001b[2m# ignoring type checking as a workaround for https://github.com/python/mypy/issues/9319\u001b[0m    \u001b[31m│\u001b[0m\n",
       "\u001b[31m╰──────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n",
       "\u001b[1;91mAPIError: \u001b[0m\u001b[1m{\u001b[0m\u001b[32m'code'\u001b[0m: \u001b[32m'42P01'\u001b[0m, \u001b[32m'details'\u001b[0m: \u001b[3;35mNone\u001b[0m, \u001b[32m'hint'\u001b[0m: \u001b[3;35mNone\u001b[0m, \u001b[32m'message'\u001b[0m: \u001b[32m'relation \"public.countries\" does not exist'\u001b[0m\u001b[1m}\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Managing Data\n",
    "# Insertion of Data\n",
    "data = supabase.table(\"countries\").insert({\"name\":\"Germany\"}).execute()\n",
    "assert len(data.data) > 0\n",
    "\n",
    "data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "9d103d67",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 208,
   "id": "9c4f3794",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['2cf24dba5fb0a30e26e83b2ac5b9e29e1b161e5c1fa7425e73043362938b9824']"
      ]
     },
     "execution_count": 208,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Selection of Data\n",
    "\n",
    "data = supabase.table(\"text\").select('hash').filter('hash', 'in' , f'({json.dumps([p.hash_str(text), \"[1:-1]\", \"hi\"])[1:-1]})').execute()\n",
    "hashs_in_db = [d['hash'] for d in data.data]\n",
    "hashs_in_db\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "e7467667",
   "metadata": {},
   "outputs": [],
   "source": [
    "# is this a general search or are we restricting to given pages??"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "67fad4fe",
   "metadata": {},
   "outputs": [],
   "source": [
    "# to index\n",
    "# given a list of text and namespace:\n",
    "    # hash them all\n",
    "    # for any hashes not in supabase\n",
    "        # vectorize using encoder\n",
    "        # insert hash, vectors in pinecone namespace\n",
    "        # isnert hash, text, namespace in supabase\n",
    "        \n",
    "# to query given question, namespace, top_k\n",
    "# use pinecone to get hashs\n",
    "# get raw texts"
   ]
  }
 ],
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