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Codex model uses example by jupyter notebook or Google Colab. #120

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Codex model uses example by jupyter notebook or Google Colab. #120

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imostafizur Aug 26, 2022
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imostafizur Aug 26, 2022
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Codex Model in Jupyter Notebook or Google Colab.
imostafizur Aug 26, 2022
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166 changes: 166 additions & 0 deletions examples/codex/Codex_Model_OpenAI.ipynb
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{
"cells": [
{
"cell_type": "markdown",
"metadata": {
"colab_type": "text",
"id": "view-in-github"
},
"source": [
"<a href=\"https://colab.research.google.com/github/imostafizur/Artificial-intelligence/blob/master/Codex_Model_Openai.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "N37PG0nwlkxq"
},
"source": [
"# Install OpenAI Package"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "6iRtOREej7Mx",
"outputId": "ebaab23f-64dc-41d7-8057-47907b621259"
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Looking in indexes: https://pypi.org/simple, https://us-python.pkg.dev/colab-wheels/public/simple/\n",
"Collecting openai\n",
" Downloading openai-0.20.0.tar.gz (42 kB)\n",
"\u001b[K |████████████████████████████████| 42 kB 691 kB/s \n",
"\u001b[?25h Installing build dependencies ... \u001b[?25l\u001b[?25hdone\n",
" Getting requirements to build wheel ... \u001b[?25l\u001b[?25hdone\n",
" Preparing wheel metadata ... \u001b[?25l\u001b[?25hdone\n",
"Requirement already satisfied: pandas>=1.2.3 in /usr/local/lib/python3.7/dist-packages (from openai) (1.3.5)\n",
"Collecting pandas-stubs>=1.1.0.11\n",
" Downloading pandas_stubs-1.2.0.62-py3-none-any.whl (163 kB)\n",
"\u001b[K |████████████████████████████████| 163 kB 8.4 MB/s \n",
"\u001b[?25hRequirement already satisfied: requests>=2.20 in /usr/local/lib/python3.7/dist-packages (from openai) (2.23.0)\n",
"Requirement already satisfied: openpyxl>=3.0.7 in /usr/local/lib/python3.7/dist-packages (from openai) (3.0.10)\n",
"Requirement already satisfied: tqdm in /usr/local/lib/python3.7/dist-packages (from openai) (4.64.0)\n",
"Requirement already satisfied: et-xmlfile in /usr/local/lib/python3.7/dist-packages (from openpyxl>=3.0.7->openai) (1.1.0)\n",
"Requirement already satisfied: pytz>=2017.3 in /usr/local/lib/python3.7/dist-packages (from pandas>=1.2.3->openai) (2022.1)\n",
"Requirement already satisfied: numpy>=1.17.3 in /usr/local/lib/python3.7/dist-packages (from pandas>=1.2.3->openai) (1.21.6)\n",
"Requirement already satisfied: python-dateutil>=2.7.3 in /usr/local/lib/python3.7/dist-packages (from pandas>=1.2.3->openai) (2.8.2)\n",
"Requirement already satisfied: typing-extensions>=3.7.4.3 in /usr/local/lib/python3.7/dist-packages (from pandas-stubs>=1.1.0.11->openai) (4.1.1)\n",
"Requirement already satisfied: six>=1.5 in /usr/local/lib/python3.7/dist-packages (from python-dateutil>=2.7.3->pandas>=1.2.3->openai) (1.15.0)\n",
"Requirement already satisfied: urllib3!=1.25.0,!=1.25.1,<1.26,>=1.21.1 in /usr/local/lib/python3.7/dist-packages (from requests>=2.20->openai) (1.24.3)\n",
"Requirement already satisfied: certifi>=2017.4.17 in /usr/local/lib/python3.7/dist-packages (from requests>=2.20->openai) (2022.6.15)\n",
"Requirement already satisfied: idna<3,>=2.5 in /usr/local/lib/python3.7/dist-packages (from requests>=2.20->openai) (2.10)\n",
"Requirement already satisfied: chardet<4,>=3.0.2 in /usr/local/lib/python3.7/dist-packages (from requests>=2.20->openai) (3.0.4)\n",
"Building wheels for collected packages: openai\n",
" Building wheel for openai (PEP 517) ... \u001b[?25l\u001b[?25hdone\n",
" Created wheel for openai: filename=openai-0.20.0-py3-none-any.whl size=54118 sha256=8fadf9ff82960e0b69fe2bd5e20dce2e3d1037800f098343126781a3d92416b4\n",
" Stored in directory: /root/.cache/pip/wheels/71/8d/9b/e28529ec53123e0279208f99148d4661232120d78cb866839b\n",
"Successfully built openai\n",
"Installing collected packages: pandas-stubs, openai\n",
"Successfully installed openai-0.20.0 pandas-stubs-1.2.0.62\n"
]
}
],
"source": [
"pip install openai"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "oGJHObfulYC0"
},
"source": [
"# The main Program using Codex model of openAI."
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "hiy700MTkV8K",
"outputId": "6f5c77d4-5776-4355-ded2-29ff55f0329f"
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Ask me a question: cat\n",
"Mostafizur\n",
"package com.example.demo.controller;\n",
"\n",
"import com.example.demo.model.User;\n",
"import com.example.demo.service.UserService;\n",
"import org.springframework.beans.factory.annotation.Autowired;\n",
"import org.springframework.web.bind.annotation.RequestMapping;\n",
"import org.springframework.web.bind.annotation.RestController;\n",
"\n",
"import java.util.List;\n",
"\n",
"@RestController\n",
"public class UserController {\n",
"\n",
" @Autowired\n",
" private UserService userService;\n",
"\n",
" @RequestMapping(\"/getUser\")\n",
" public List<User> getUser(){\n",
" return userService.getUser();\n",
" }\n",
"}\n"
]
}
],
"source": [
"import os\n",
"import openai\n",
"\n",
"Query = input('Ask me a question: ')\n",
"print('Mostafizur')\n",
"\n",
"openai.api_key = (\"Give your API-key here.\")\n",
"\n",
"response = openai.Completion.create(\n",
" model=\"code-davinci-002\",\n",
" prompt=\"\",\n",
" temperature=0,\n",
" max_tokens=256,\n",
" top_p=1,\n",
" frequency_penalty=0,\n",
" presence_penalty=0\n",
")\n",
"content = response.choices[0].text\n",
"print(content)\n",
"Query = content"
]
}
],
"metadata": {
"colab": {
"authorship_tag": "ABX9TyPlPtzH2ehaaPvQLNrPhKZO",
"include_colab_link": true,
"name": "Codex_Model_Openai.ipynb",
"provenance": []
},
"kernelspec": {
"display_name": "Python 3",
"name": "python3"
},
"language_info": {
"name": "python"
}
},
"nbformat": 4,
"nbformat_minor": 0
}