OpenAI_Chemistry.ipynb

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    "colab": {
      "provenance": []
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    "kernelspec": {
      "name": "python3",
      "display_name": "Python 3"
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    "language_info": {
      "name": "python"
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    {
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      "execution_count": 1,
      "metadata": {
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        },
        "id": "gUxlv1rxhqJ2",
        "outputId": "2511109d-d9e2-4e61-cce9-74e1b252bfb3"
      },
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
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            "Building wheels for collected packages: deeplake\n",
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            "Installing collected packages: tokenizers, urllib3, pyjwt, ppft, pox, numcodecs, mypy-extensions, multiprocess, jmespath, typing-inspect, requests, pycares, pathos, marshmallow-enum, botocore, s3transfer, humbug, dataclasses-json, aiohttp-retry, aiodns, boto3, aleph-alpha-client, hub, deeplake, langchain\n",
            "  Attempting uninstall: urllib3\n",
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            "Looking in indexes: https://pypi.org/simple, https://us-python.pkg.dev/colab-wheels/public/simple/\n",
            "Collecting openai\n",
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            "\u001b[?25h  Installing build dependencies ... \u001b[?25l\u001b[?25hdone\n",
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            "Building wheels for collected packages: openai\n",
            "  Building wheel for openai (pyproject.toml) ... \u001b[?25l\u001b[?25hdone\n",
            "  Created wheel for openai: filename=openai-0.26.5-py3-none-any.whl size=67620 sha256=aa243669a71e657854c8d906b6170418b47bdbcfc95407aa5fcd1ed6db42a544\n",
            "  Stored in directory: /root/.cache/pip/wheels/a7/47/99/8273a59fbd59c303e8ff175416d5c1c9c03a2e83ebf7525a99\n",
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            "Installing collected packages: openai\n",
            "Successfully installed openai-0.26.5\n"
          ]
        }
      ],
      "source": [
        "!pip install langchain\n",
        "!pip install openai"
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "!python --version"
      ],
      "metadata": {
        "id": "T0CbwDuVSTwx",
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "outputId": "3083582e-c891-482e-e706-ad03ba920fad"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Python 3.8.10\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "import os\n",
        "os.environ[\"OPENAI_API_KEY\"] = \"....\"    #Include the key here."
      ],
      "metadata": {
        "id": "lHK81ng5h-gf"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "source": [
        "https://platform.openai.com/docs/model-index-for-researchers"
      ],
      "metadata": {
        "id": "-UP0Iff-ydVu"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "import os\n",
        "import openai\n",
        "\n",
        "openai.api_key = os.getenv(\"OPENAI_API_KEY\")\n",
        "\n",
        "response = openai.Completion.create(\n",
        "#  model=\"davinci-instruct-beta\",\n",
        "  model=\"text-davinci-003\",\n",
        "  prompt=\"....\",   #Include the question here\n",
        "  temperature=0.1,\n",
        "  max_tokens=256,\n",
        "  top_p=1,\n",
        "  frequency_penalty=0,\n",
        "  presence_penalty=0\n",
        ")\n",
        "response"
      ],
      "metadata": {
        "id": "xWHDlk2IucXC",
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "outputId": "aa6d1c54-e2e4-41ad-c120-6a84140b7ebd"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "<OpenAIObject text_completion id=cmpl-6mlW2OOtz7JSVzDuy2sOPcpLn58TP at 0x7f87a9857630> JSON: {\n",
              "  \"choices\": [\n",
              "    {\n",
              "      \"finish_reason\": \"stop\",\n",
              "      \"index\": 0,\n",
              "      \"logprobs\": null,\n",
              "      \"text\": \"\\n\\nThe selfies chemical representation of benzene is [H]1[C]6([H]1)([C]1=[C]2[C]3=[C]4[C]5=[C]6[H]2)([H]3)([H]4)([H]5)([H]6).\"\n",
              "    }\n",
              "  ],\n",
              "  \"created\": 1677080414,\n",
              "  \"id\": \"cmpl-6mlW2OOtz7JSVzDuy2sOPcpLn58TP\",\n",
              "  \"model\": \"text-davinci-003\",\n",
              "  \"object\": \"text_completion\",\n",
              "  \"usage\": {\n",
              "    \"completion_tokens\": 72,\n",
              "    \"prompt_tokens\": 20,\n",
              "    \"total_tokens\": 92\n",
              "  }\n",
              "}"
            ]
          },
          "metadata": {},
          "execution_count": 17
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "from langchain.llms import OpenAI"
      ],
      "metadata": {
        "id": "q98BoLvwiJfJ"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "llm = OpenAI(model=\"text-davinci-003\",\n",
        "  temperature=0.1,\n",
        "  max_tokens=256,\n",
        "  top_p=1,\n",
        "  frequency_penalty=0,\n",
        "  presence_penalty=0)"
      ],
      "metadata": {
        "id": "VGS05Wo7iQ6-",
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "outputId": "495c54fd-df34-44ec-a3fb-d459a299ca0f"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "WARNING:langchain.llms.openai:WARNING! model is not default parameter.\n",
            "                    model was transfered to model_kwargs.\n",
            "                    Please confirm that model is what you intended.\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "text = \"...\"   #Include the question here\n",
        "print(llm(text))"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "T7pqiXI-3tIk",
        "outputId": "d1bea62f-6e3a-41f4-a3ae-d0973e104f22"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "\n",
            "\n",
            "The selfies chemical representation of benzene is [C]1=CC=CC=C1.\n"
          ]
        }
      ]
    }
  ]
}