test.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 58,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "E0423 14:42:07.921616122   26542 backup_poller.cc:127]                 Run client channel backup poller: UNKNOWN:pollset_work {created_time:\"2024-04-23T14:42:07.921453308+00:00\", children:[UNKNOWN:Bad file descriptor {syscall:\"epoll_wait\", os_error:\"Bad file descriptor\", errno:9, created_time:\"2024-04-23T14:42:07.921385031+00:00\"}]}\n",
      "Requirement already satisfied: google-search-results in /usr/local/python/3.10.13/lib/python3.10/site-packages (2.4.2)\n",
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     ]
    }
   ],
   "source": [
    "!pip install google-search-results"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 59,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Requirement already satisfied: serpapi in /usr/local/python/3.10.13/lib/python3.10/site-packages (0.1.5)\n",
      "Requirement already satisfied: requests in /home/codespace/.local/lib/python3.10/site-packages (from serpapi) (2.31.0)\n",
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     ]
    }
   ],
   "source": [
    "!pip install serpapi"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 60,
   "metadata": {},
   "outputs": [],
   "source": [
    "department = \"gynacologist\"\n",
    "location = \"Hyderabad\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 48,
   "metadata": {},
   "outputs": [],
   "source": [
    "params = {\n",
    "  \"q\": f\"{department}\",\n",
    "  \"location\": f\"{location}\",\n",
    "  \"hl\": \"en\",\n",
    "  \"gl\": \"us\",\n",
    "  \"google_domain\": \"google.com\",\n",
    "  \"api_key\": \"\"\n",
    "}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 49,
   "metadata": {},
   "outputs": [],
   "source": [
    "import serpapi"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 50,
   "metadata": {},
   "outputs": [],
   "source": [
    "s = serpapi.search(params)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 51,
   "metadata": {},
   "outputs": [],
   "source": [
    "#for items in s[\"local_results\"][\"places\"]:\n",
    "response = s[\"local_results\"][\"places\"][0]\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 52,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{'position': 1, 'rating': 3.9, 'reviews_original': '(14)', 'reviews': 14, 'place_id': '9070982284763403645', 'place_id_search': 'https://serpapi.com/search.json?device=desktop&engine=google&gl=us&google_domain=google.com&hl=en&location=Hyderabad&ludocid=9070982284763403645&q=gynacologist', 'lsig': 'AB86z5WrHYWGsfuHFeeThwtls-UL', 'links': {'directions': 'https://www.google.com/maps/dir//Dr+Sri+Gouri+Ponnam,+Viveka+Nagar,+Chikkadpally,+Hyderabad,+Telangana+500020,+India/data=!4m6!4m5!1m1!4e2!1m2!1m1!1s0x3bcb99ea7bb05ccf:0x7de29a53ef2f157d?sa=X&ved=2ahUKEwjLsrrvxtiFAxVGslYBHft3CQ0Q48ADegQIKhAA&hl=en&gl=us'}, 'title': 'Dr Sri Gouri Ponnam', 'type': 'Obstetrician-gynecologist', 'phone': '+91 98482 68628', 'address': 'Hyderabad, Telangana, India', 'hours': 'Open ⋅ Closes 10:30 PM'}\n"
     ]
    }
   ],
   "source": [
    "print(response)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 54,
   "metadata": {},
   "outputs": [],
   "source": [
    "title = response['title']\n",
    "rating = response['rating']\n",
    "reviews = response['reviews']\n",
    "type = response['type']\n",
    "phone = response[\"phone\"]\n",
    "hours = response['hours']\n",
    "address = response['address']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
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      "\u001b[?25hDownloading grpcio_status-1.62.2-py3-none-any.whl (14 kB)\n",
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      "\u001b[?25hInstalling collected packages: uritemplate, tqdm, pydantic-core, pyasn1, protobuf, packaging, orjson, jsonpatch, httplib2, grpcio, cachetools, annotated-types, rsa, pydantic, pyasn1-modules, proto-plus, googleapis-common-protos, langsmith, grpcio-status, google-auth, langchain-core, google-auth-httplib2, google-api-core, google-api-python-client, google-ai-generativelanguage, google-generativeai, langchain-google-genai\n",
      "  Attempting uninstall: packaging\n",
      "    Found existing installation: packaging 24.0\n",
      "    Uninstalling packaging-24.0:\n",
      "      Successfully uninstalled packaging-24.0\n",
      "Successfully installed annotated-types-0.6.0 cachetools-5.3.3 google-ai-generativelanguage-0.6.2 google-api-core-2.18.0 google-api-python-client-2.126.0 google-auth-2.29.0 google-auth-httplib2-0.2.0 google-generativeai-0.5.2 googleapis-common-protos-1.63.0 grpcio-1.62.2 grpcio-status-1.62.2 httplib2-0.22.0 jsonpatch-1.33 langchain-core-0.1.45 langchain-google-genai-1.0.2 langsmith-0.1.49 orjson-3.10.1 packaging-23.2 proto-plus-1.23.0 protobuf-4.25.3 pyasn1-0.6.0 pyasn1-modules-0.4.0 pydantic-2.7.1 pydantic-core-2.18.2 rsa-4.9 tqdm-4.66.2 uritemplate-4.1.1\n"
     ]
    }
   ],
   "source": [
    "!pip install langchain-google-genai"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {},
   "outputs": [],
   "source": [
    "import os\n",
    "os.environ[\"GOOGLE_API_KEY\"] = \"\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 55,
   "metadata": {},
   "outputs": [],
   "source": [
    "import langchain_google_genai\n",
    "from langchain_google_genai import ChatGoogleGenerativeAI\n",
    "llm = ChatGoogleGenerativeAI(model=\"gemini-pro\")\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 56,
   "metadata": {},
   "outputs": [],
   "source": [
    "prompt = f\"you are a medical assistant; for the given symptoms the desired suggestion is with rating {rating} with number of reviews {reviews} of type {type} at {address} of title{title} with phone number {phone} and timins{hours}.Present in a presenatble format as if you are replying the user in a conversation, answer in paragraphs. Do not mention users part \"\n",
    "result = llm.invoke(prompt)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 57,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Based on your symptoms, I highly recommend consulting Dr. Sri Gouri Ponnam, an experienced Obstetrician-gynecologist in Hyderabad, Telangana, India. With a remarkable rating of 3.9 and 14 positive reviews, Dr. Ponnam has earned recognition for her expertise in the field.\n",
      "\n",
      "Dr. Ponnam's clinic is conveniently located and offers flexible hours. You can reach her at +91 98482 68628 to schedule an appointment. Her clinic hours are from Open until 10:30 PM, providing you with ample time to fit an appointment into your schedule.\n",
      "\n",
      "I believe that Dr. Ponnam's experience and positive patient feedback make her an ideal choice for addressing your concerns. Her commitment to patient care and her dedication to providing comprehensive treatment will ensure that you receive the best possible medical attention.\n"
     ]
    }
   ],
   "source": [
    "print(result.content)"
   ]
  }
 ],
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