02-dynamic-routes.ipynb

      "text/plain": [
       "RouteChoice(name='timezone_management', function_call=[{'function_name': 'get_time_difference', 'arguments': {'timezone1': 'America/Los_Angeles', 'timezone2': 'Europe/Istanbul'}}], similarity_score=None)"
      ]
     },
     "execution_count": 30,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "response = rl2(\"What is the time difference between Los Angeles and Istanbul?\")\n",
    "response"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "metadata": {
    "id": "2jxAIi6rg9hv",
    "outputId": "8abff974-602f-4c0d-8d21-3a275b0eee62"
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "The time difference between America/Los_Angeles and Europe/Istanbul is 11.0 hours.\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\Joshu\\AppData\\Local\\Temp\\ipykernel_13320\\3683005204.py:28: DeprecationWarning: datetime.datetime.utcnow() is deprecated and scheduled for removal in a future version. Use timezone-aware objects to represent datetimes in UTC: datetime.datetime.now(datetime.UTC).\n",
      "  now_utc = datetime.utcnow().replace(tzinfo=ZoneInfo(\"UTC\"))\n"
     ]
    }
   ],
   "source": [
    "parse_response(response)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "14qz-ApLg9hv"
   },
   "source": [
    "### Testing the `multi_function_route` - The `convert_time` Function"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "metadata": {
    "id": "PzM1HH7Rg9hv",
    "outputId": "e123c86f-9754-453a-d895-bfcce26110d4"
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2025-01-06 12:10:55 - httpx - INFO - _client.py:1025 - _send_single_request() - HTTP Request: POST https://api.openai.com/v1/embeddings \"HTTP/1.1 200 OK\"\n",
      "2025-01-06 12:10:59 - httpx - INFO - _client.py:1025 - _send_single_request() - HTTP Request: POST https://api.openai.com/v1/chat/completions \"HTTP/1.1 200 OK\"\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "RouteChoice(name='timezone_management', function_call=[{'function_name': 'convert_time', 'arguments': {'time': '23:02', 'from_timezone': 'Asia/Dubai', 'to_timezone': 'Asia/Tokyo'}}], similarity_score=None)"
      ]
     },
     "execution_count": 32,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "response = rl2(\"What is 23:02 Dubai time in Tokyo time? Please and thank you.\")\n",
    "response"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "metadata": {
    "id": "QFKZ757Pg9hv",
    "outputId": "af5c1328-f6dd-4dc7-c104-e920198885fc"
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "04:02\n"
     ]
    }
   ],
   "source": [
    "parse_response(response)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "TSRfC6JJg9hv"
   },
   "source": [
    "### The Cool Bit - Testing `multi_function_route` - Multiple Functions at Once"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "metadata": {
    "id": "Vnj6A3AVg9hv",
    "outputId": "c8a61c3f-a504-430b-82fb-c211c0523dcb"
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2025-01-06 12:11:03 - httpx - INFO - _client.py:1025 - _send_single_request() - HTTP Request: POST https://api.openai.com/v1/embeddings \"HTTP/1.1 200 OK\"\n",
      "2025-01-06 12:11:05 - httpx - INFO - _client.py:1025 - _send_single_request() - HTTP Request: POST https://api.openai.com/v1/chat/completions \"HTTP/1.1 200 OK\"\n"
     ]
    }
   ],
   "source": [
    "response = rl2(\n",
    "    \"\"\"\n",
    "    What is the time in Prague?\n",
    "    What is the time difference between Frankfurt and Beijing?\n",
    "    What is 5:53 Lisbon time in Bangkok time?\n",
    "\"\"\"\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "metadata": {
    "id": "L9jq_Yoag9hv",
    "outputId": "50fae028-4af4-46f5-f6e9-4262b8874caa"
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "RouteChoice(name='timezone_management', function_call=[{'function_name': 'get_time', 'arguments': {'timezone': 'Europe/Prague'}}, {'function_name': 'get_time_difference', 'arguments': {'timezone1': 'Europe/Berlin', 'timezone2': 'Asia/Shanghai'}}, {'function_name': 'convert_time', 'arguments': {'time': '05:53', 'from_timezone': 'Europe/Lisbon', 'to_timezone': 'Asia/Bangkok'}}], similarity_score=None)"
      ]
     },
     "execution_count": 35,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "response"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "metadata": {
    "id": "Hw3raSVBg9hv",
    "outputId": "d30b9cba-979d-4bdf-86e0-37c550c4187d"
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "13:11\n",
      "The time difference between Europe/Berlin and Asia/Shanghai is 7.0 hours.\n",
      "12:53\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\Joshu\\AppData\\Local\\Temp\\ipykernel_13320\\3683005204.py:28: DeprecationWarning: datetime.datetime.utcnow() is deprecated and scheduled for removal in a future version. Use timezone-aware objects to represent datetimes in UTC: datetime.datetime.now(datetime.UTC).\n",
      "  now_utc = datetime.utcnow().replace(tzinfo=ZoneInfo(\"UTC\"))\n"
     ]
    }
   ],
   "source": [
    "parse_response(response)"
   ]
  }
 ],
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