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using os.environ in sensitive variables
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‎supporting-blog-content/using-autogen-with-elasticsearch/using_autogen_with_elasticsearch_notebook.ipynb

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},
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{
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"cell_type": "code",
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"execution_count": null,
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"execution_count": 1,
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"metadata": {
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"colab": {
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"base_uri": "https://localhost:8080/"
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"id": "D1SqWMbbASRS",
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"outputId": "e47bb704-f9b7-4457-bd13-0819ea4fabe6"
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},
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"outputs": [],
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"Requirement already satisfied: autogen in /Users/jeffreyrengifo/.pyenv/versions/3.12.2/lib/python3.12/site-packages (0.7.6)\n",
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"Requirement already satisfied: elasticsearch==8.17 in /Users/jeffreyrengifo/.pyenv/versions/3.12.2/lib/python3.12/site-packages (8.17.0)\n",
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"Requirement already satisfied: nest-asyncio in /Users/jeffreyrengifo/.pyenv/versions/3.12.2/lib/python3.12/site-packages (1.6.0)\n",
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"Requirement already satisfied: elastic-transport<9,>=8.15.1 in /Users/jeffreyrengifo/.pyenv/versions/3.12.2/lib/python3.12/site-packages (from elasticsearch==8.17) (8.17.0)\n",
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"Requirement already satisfied: pyautogen==0.7.6 in /Users/jeffreyrengifo/.pyenv/versions/3.12.2/lib/python3.12/site-packages (from autogen) (0.7.6)\n",
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"Requirement already satisfied: asyncer==0.0.8 in /Users/jeffreyrengifo/.pyenv/versions/3.12.2/lib/python3.12/site-packages (from pyautogen==0.7.6->autogen) (0.0.8)\n",
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"Requirement already satisfied: diskcache in /Users/jeffreyrengifo/.pyenv/versions/3.12.2/lib/python3.12/site-packages (from pyautogen==0.7.6->autogen) (5.6.3)\n",
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"Requirement already satisfied: docker in /Users/jeffreyrengifo/.pyenv/versions/3.12.2/lib/python3.12/site-packages (from pyautogen==0.7.6->autogen) (7.1.0)\n",
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"Requirement already satisfied: fast-depends<3,>=2.4.12 in /Users/jeffreyrengifo/.pyenv/versions/3.12.2/lib/python3.12/site-packages (from pyautogen==0.7.6->autogen) (2.4.12)\n",
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"Requirement already satisfied: httpx<1,>=0.28.1 in /Users/jeffreyrengifo/.pyenv/versions/3.12.2/lib/python3.12/site-packages (from pyautogen==0.7.6->autogen) (0.28.1)\n",
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"Requirement already satisfied: packaging in /Users/jeffreyrengifo/.pyenv/versions/3.12.2/lib/python3.12/site-packages (from pyautogen==0.7.6->autogen) (24.2)\n",
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"Requirement already satisfied: pydantic<3,>=2.6.1 in /Users/jeffreyrengifo/.pyenv/versions/3.12.2/lib/python3.12/site-packages (from pyautogen==0.7.6->autogen) (2.10.6)\n",
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"Requirement already satisfied: python-dotenv in /Users/jeffreyrengifo/.pyenv/versions/3.12.2/lib/python3.12/site-packages (from pyautogen==0.7.6->autogen) (1.0.1)\n",
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"Requirement already satisfied: termcolor in /Users/jeffreyrengifo/.pyenv/versions/3.12.2/lib/python3.12/site-packages (from pyautogen==0.7.6->autogen) (2.5.0)\n",
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"Requirement already satisfied: tiktoken in /Users/jeffreyrengifo/.pyenv/versions/3.12.2/lib/python3.12/site-packages (from pyautogen==0.7.6->autogen) (0.7.0)\n",
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"Requirement already satisfied: anyio<5.0,>=3.4.0 in /Users/jeffreyrengifo/.pyenv/versions/3.12.2/lib/python3.12/site-packages (from asyncer==0.0.8->pyautogen==0.7.6->autogen) (4.8.0)\n",
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"Requirement already satisfied: urllib3<3,>=1.26.2 in /Users/jeffreyrengifo/.pyenv/versions/3.12.2/lib/python3.12/site-packages (from elastic-transport<9,>=8.15.1->elasticsearch==8.17) (2.3.0)\n",
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"Requirement already satisfied: certifi in /Users/jeffreyrengifo/.pyenv/versions/3.12.2/lib/python3.12/site-packages (from elastic-transport<9,>=8.15.1->elasticsearch==8.17) (2025.1.31)\n",
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"Requirement already satisfied: httpcore==1.* in /Users/jeffreyrengifo/.pyenv/versions/3.12.2/lib/python3.12/site-packages (from httpx<1,>=0.28.1->pyautogen==0.7.6->autogen) (1.0.7)\n",
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"Requirement already satisfied: idna in /Users/jeffreyrengifo/.pyenv/versions/3.12.2/lib/python3.12/site-packages (from httpx<1,>=0.28.1->pyautogen==0.7.6->autogen) (3.10)\n",
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"Requirement already satisfied: h11<0.15,>=0.13 in /Users/jeffreyrengifo/.pyenv/versions/3.12.2/lib/python3.12/site-packages (from httpcore==1.*->httpx<1,>=0.28.1->pyautogen==0.7.6->autogen) (0.14.0)\n",
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"Requirement already satisfied: annotated-types>=0.6.0 in /Users/jeffreyrengifo/.pyenv/versions/3.12.2/lib/python3.12/site-packages (from pydantic<3,>=2.6.1->pyautogen==0.7.6->autogen) (0.7.0)\n",
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"Requirement already satisfied: pydantic-core==2.27.2 in /Users/jeffreyrengifo/.pyenv/versions/3.12.2/lib/python3.12/site-packages (from pydantic<3,>=2.6.1->pyautogen==0.7.6->autogen) (2.27.2)\n",
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"Requirement already satisfied: typing-extensions>=4.12.2 in /Users/jeffreyrengifo/.pyenv/versions/3.12.2/lib/python3.12/site-packages (from pydantic<3,>=2.6.1->pyautogen==0.7.6->autogen) (4.12.2)\n",
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"Requirement already satisfied: requests>=2.26.0 in /Users/jeffreyrengifo/.pyenv/versions/3.12.2/lib/python3.12/site-packages (from docker->pyautogen==0.7.6->autogen) (2.32.3)\n",
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"Requirement already satisfied: regex>=2022.1.18 in /Users/jeffreyrengifo/.pyenv/versions/3.12.2/lib/python3.12/site-packages (from tiktoken->pyautogen==0.7.6->autogen) (2024.11.6)\n",
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"Requirement already satisfied: sniffio>=1.1 in /Users/jeffreyrengifo/.pyenv/versions/3.12.2/lib/python3.12/site-packages (from anyio<5.0,>=3.4.0->asyncer==0.0.8->pyautogen==0.7.6->autogen) (1.3.1)\n",
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"Requirement already satisfied: charset-normalizer<4,>=2 in /Users/jeffreyrengifo/.pyenv/versions/3.12.2/lib/python3.12/site-packages (from requests>=2.26.0->docker->pyautogen==0.7.6->autogen) (3.4.1)\n",
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"\n",
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"\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m A new release of pip is available: \u001b[0m\u001b[31;49m24.0\u001b[0m\u001b[39;49m -> \u001b[0m\u001b[32;49m25.0.1\u001b[0m\n",
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"\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m To update, run: \u001b[0m\u001b[32;49mpip install --upgrade pip\u001b[0m\n",
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"Note: you may need to restart the kernel to use updated packages.\n"
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]
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}
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],
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"source": [
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"%pip install autogen elasticsearch==8.17 nest-asyncio"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"execution_count": 2,
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"metadata": {
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"colab": {
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"base_uri": "https://localhost:8080/"
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"outputs": [],
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"source": [
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"import json\n",
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"import os\n",
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"import nest_asyncio\n",
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"import requests\n",
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"\n",
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"execution_count": 3,
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"metadata": {
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"id": "GVKJKfFpPWuj"
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},
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"outputs": [],
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"source": [
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"ELASTIC_ENDPOINT = getpass(\"Elastic Enpoint: \")\n",
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"ELASTIC_API_KEY = getpass(\"Elastic Api Key: \")\n",
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"SERPER_API_KEY = getpass(\"Seper API Key: \")\n",
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"OPENAI_API_KEY = getpass(\"OpenAI API Key: \")"
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"os.environ[\"ELASTIC_ENDPOINT\"] = getpass(\"Elastic Enpoint: \")\n",
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"os.environ[\"ELASTIC_API_KEY\"] = getpass(\"Elastic Api Key: \")\n",
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"os.environ[\"SERPER_API_KEY\"] = getpass(\"Seper API Key: \")\n",
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"os.environ[\"OPENAI_API_KEY\"] = getpass(\"OpenAI API Key: \")"
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]
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},
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{
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"source": [
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"# Elasticsearch client\n",
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"_client = Elasticsearch(\n",
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" ELASTIC_ENDPOINT,\n",
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" api_key=ELASTIC_API_KEY,\n",
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" os.environ[\"ELASTIC_ENDPOINT\"],\n",
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" api_key=os.environ[\"ELASTIC_API_KEY\"],\n",
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")"
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]
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},
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},
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"outputs": [],
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"source": [
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"config_list = [{\"model\": \"gpt-4o-mini\", \"api_key\": OPENAI_API_KEY}]\n",
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"config_list = [{\"model\": \"gpt-4o-mini\", \"api_key\": os.environ[\"OPENAI_API_KEY\"]}]\n",
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"ai_endpoint_config = {\"config_list\": config_list}"
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]
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},
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" \"\"\"Search in internet using Serper and retrieve results in json format\"\"\"\n",
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"\n",
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" url = \"https://google.serper.dev/search\"\n",
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" headers = {\"X-API-KEY\": SERPER_API_KEY, \"Content-Type\": \"application/json\"}\n",
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" headers = {\n",
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" \"X-API-KEY\": os.environ[\"SERPER_API_KEY\"],\n",
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" \"Content-Type\": \"application/json\",\n",
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" }\n",
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"\n",
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" payload = json.dumps({\"q\": query})\n",
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" response = requests.request(\"POST\", url, headers=headers, data=payload)\n",
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"provenance": []
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},
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"kernelspec": {
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"display_name": "3.12.2",
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"display_name": "Python 3",
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"language": "python",
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"name": "python3"
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},

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