{ "cells": [ { "cell_type": "code", "execution_count": 30, "metadata": { "ExecuteTime": { "end_time": "2023-02-27T14:55:17.764476Z", "start_time": "2023-02-27T14:55:17.761677Z" } }, "outputs": [], "source": [ "import os\n", "import openai" ] }, { "cell_type": "code", "execution_count": 31, "metadata": { "ExecuteTime": { "end_time": "2023-02-27T14:56:33.903156Z", "start_time": "2023-02-27T14:56:33.898811Z" } }, "outputs": [], "source": [ "openai.api_key = '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'" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## openai.Completion.create" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "- engine => model\n", " - engine\n", " - ada：350M params， fast\n", " - babbge：1.3B\n", " - curie：6.7B\n", " - davinci：175B，most powerful；\n", "- 注意看标点符号；" ] }, { "cell_type": "code", "execution_count": 32, "metadata": { "ExecuteTime": { "end_time": "2023-02-27T14:58:56.780716Z", "start_time": "2023-02-27T14:58:53.940821Z" }, "scrolled": true }, "outputs": [ { "data": { "text/plain": [ " JSON: {\n", " \"choices\": [\n", " {\n", " \"finish_reason\": \"length\",\n", " \"index\": 0,\n", " \"logprobs\": null,\n", " \"text\": \"\\\");\\n });\\n\\n it('AddText#can get text content with\"\n", " }\n", " ],\n", " \"created\": 1677509935,\n", " \"id\": \"cmpl-6oZFntROV0vq5CpYsy207UFhZ4bSv\",\n", " \"model\": \"text-davinci-002\",\n", " \"object\": \"text_completion\",\n", " \"usage\": {\n", " \"completion_tokens\": 16,\n", " \"prompt_tokens\": 5,\n", " \"total_tokens\": 21\n", " }\n", "}" ] }, "execution_count": 32, "metadata": {}, "output_type": "execute_result" } ], "source": [ "openai.Completion.create(model=\"text-davinci-002\", prompt=\"Say this is a test\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Say this is a test\n", "\n", "\n", "This is indeed a test." ] }, { "cell_type": "code", "execution_count": 33, "metadata": { "ExecuteTime": { "end_time": "2023-02-27T14:59:15.828861Z", "start_time": "2023-02-27T14:59:12.705447Z" } }, "outputs": [ { "data": { "text/plain": [ " JSON: {\n", " \"choices\": [\n", " {\n", " \"finish_reason\": null,\n", " \"index\": 0,\n", " \"logprobs\": null,\n", " \"text\": \"\\n\\nThis is indeed a test.\"\n", " }\n", " ],\n", " \"created\": 1677509953,\n", " \"id\": \"cmpl-6oZG5UcSCWJ8KiOyisfxlY28tstvX\",\n", " \"model\": \"text-davinci-003\",\n", " \"object\": \"text_completion\",\n", " \"usage\": {\n", " \"completion_tokens\": 8,\n", " \"prompt_tokens\": 5,\n", " \"total_tokens\": 13\n", " }\n", "}" ] }, "execution_count": 33, "metadata": {}, "output_type": "execute_result" } ], "source": [ "openai.Completion.create(model=\"text-davinci-003\", prompt=\"Say this is a test\")" ] }, { "cell_type": "code", "execution_count": 34, "metadata": { "ExecuteTime": { "end_time": "2023-02-27T15:00:03.335078Z", "start_time": "2023-02-27T15:00:01.731030Z" } }, "outputs": [ { "data": { "text/plain": [ " JSON: {\n", " \"choices\": [\n", " {\n", " \"finish_reason\": \"length\",\n", " \"index\": 0,\n", " \"logprobs\": null,\n", " \"text\": \", there was a young girl named Anastasia. Anastasia was a\"\n", " }\n", " ],\n", " \"created\": 1677510002,\n", " \"id\": \"cmpl-6oZGsgvsVprUhx0OpA4MCW44szBya\",\n", " \"model\": \"text-davinci-003\",\n", " \"object\": \"text_completion\",\n", " \"usage\": {\n", " \"completion_tokens\": 16,\n", " \"prompt_tokens\": 4,\n", " \"total_tokens\": 20\n", " }\n", "}" ] }, "execution_count": 34, "metadata": {}, "output_type": "execute_result" } ], "source": [ "openai.Completion.create(model=\"text-davinci-003\", prompt=\"Once upon a time\")" ] }, { "cell_type": "code", "execution_count": 36, "metadata": { "ExecuteTime": { "end_time": "2023-02-27T15:01:58.866141Z", "start_time": "2023-02-27T15:01:46.228840Z" } }, "outputs": [ { "data": { "text/plain": [ " JSON: {\n", " \"choices\": [\n", " {\n", " \"finish_reason\": \"stop\",\n", " \"index\": 0,\n", " \"logprobs\": null,\n", " \"text\": \"\\n\\nthere was a beautiful princess who lived in a magical kingdom. She was kind and generous, and she had a lot of admirers, both human and magical.\\n\\nOne day, a dark force appeared in the kingdom, and the princess was worried. She set out to find the source of the evil and put an end to it.\\n\\nShe traveled through forests, across rivers, and up mountains. Along the way, she met strange creatures and made new allies. Finally, after weeks of searching, she reached the peak of a high mountain and discovered the source of the evil -- a powerful sorcerer!\\n\\nThe princess bravely confronted the sorcerer and asked him to leave. The sorcerer refused, and a battle ensued. The princess used all of her magical skills to outwit the sorcerer, and eventually he was vanquished.\\n\\nThe kingdom was safe once more, and the princess was hailed as a hero. All of the creatures that she had befriended along the way celebrated her bravery and thanked her for saving their kingdom.\\n\\nThe princess returned to the castle, ready to enjoy a long and peaceful reign.\"\n", " }\n", " ],\n", " \"created\": 1677510106,\n", " \"id\": \"cmpl-6oZIYbYLMrUEawSmh1zvu5Ciy80e5\",\n", " \"model\": \"text-davinci-003\",\n", " \"object\": \"text_completion\",\n", " \"usage\": {\n", " \"completion_tokens\": 227,\n", " \"prompt_tokens\": 4,\n", " \"total_tokens\": 231\n", " }\n", "}" ] }, "execution_count": 36, "metadata": {}, "output_type": "execute_result" } ], "source": [ "openai.Completion.create(model=\"text-davinci-003\", prompt=\"Once upon a time\", max_tokens=256)" ] }, { "cell_type": "code", "execution_count": 37, "metadata": { "ExecuteTime": { "end_time": "2023-02-27T15:02:44.314526Z", "start_time": "2023-02-27T15:02:40.954387Z" } }, "outputs": [ { "data": { "text/plain": [ " JSON: {\n", " \"choices\": [\n", " {\n", " \"finish_reason\": \"stop\",\n", " \"index\": 0,\n", " \"logprobs\": null,\n", " \"text\": \"\\n\\nThe moon landing was when people from Earth explored the moon for the first time. They flew a special spaceship to the moon, and then people got out and walked on the moon! They explored and collected rocks from the moon, and then came back to Earth.\"\n", " }\n", " ],\n", " \"created\": 1677510161,\n", " \"id\": \"cmpl-6oZJROYB08l97UNvGeKEILgHRciyy\",\n", " \"model\": \"text-davinci-003\",\n", " \"object\": \"text_completion\",\n", " \"usage\": {\n", " \"completion_tokens\": 54,\n", " \"prompt_tokens\": 15,\n", " \"total_tokens\": 69\n", " }\n", "}" ] }, "execution_count": 37, "metadata": {}, "output_type": "execute_result" } ], "source": [ "openai.Completion.create(model=\"text-davinci-003\", \n", " prompt=\"Explain the moon landing to a 6 year old in a few sentences.\", max_tokens=512)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### tasks" ] }, { "cell_type": "code", "execution_count": 38, "metadata": { "ExecuteTime": { "end_time": "2023-02-27T15:04:12.599004Z", "start_time": "2023-02-27T15:04:09.906722Z" } }, "outputs": [ { "data": { "text/plain": [ " JSON: {\n", " \"choices\": [\n", " {\n", " \"finish_reason\": \"stop\",\n", " \"index\": 0,\n", " \"logprobs\": null,\n", " \"text\": \"\\n\\nShe did not go to the market.\"\n", " }\n", " ],\n", " \"created\": 1677510251,\n", " \"id\": \"cmpl-6oZKtdrPmiXEAlQTK7DDooYZqdgyI\",\n", " \"model\": \"text-davinci-003\",\n", " \"object\": \"text_completion\",\n", " \"usage\": {\n", " \"completion_tokens\": 10,\n", " \"prompt_tokens\": 15,\n", " \"total_tokens\": 25\n", " }\n", "}" ] }, "execution_count": 38, "metadata": {}, "output_type": "execute_result" } ], "source": [ "openai.Completion.create(model=\"text-davinci-003\", \n", " prompt=\"Correct this to standard English:\\n\\nShe no went to the market.\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## openai.Image.create" ] }, { "cell_type": "code", "execution_count": 41, "metadata": { "ExecuteTime": { "end_time": "2023-02-27T15:05:42.135448Z", "start_time": "2023-02-27T15:05:42.132668Z" } }, "outputs": [], "source": [ "prompt = 'a photograph of an astronaut riding a horse'" ] }, { "cell_type": "code", "execution_count": 42, "metadata": { "ExecuteTime": { "end_time": "2023-02-27T15:05:49.140402Z", "start_time": "2023-02-27T15:05:43.188866Z" } }, "outputs": [], "source": [ "\n", "generation_response = openai.Image.create(\n", " prompt=prompt,\n", " n=1,\n", " size=\"1024x1024\",\n", " response_format=\"url\",\n", ")\n" ] }, { "cell_type": "code", "execution_count": 43, "metadata": { "ExecuteTime": { "end_time": "2023-02-27T15:05:50.359537Z", "start_time": "2023-02-27T15:05:50.354815Z" } }, "outputs": [ { "data": { "text/plain": [ " JSON: {\n", " \"created\": 1677510348,\n", " \"data\": [\n", " {\n", " \"url\": \"https://oaidalleapiprodscus.blob.core.windows.net/private/org-SiC9BnWmtIrrvb4buhYLx3LA/user-GswrqPcaLILHe9R1JbfuOFmD/img-cRInhoHKRTJt0hRK4mtTeQqR.png?st=2023-02-27T14%3A05%3A48Z&se=2023-02-27T16%3A05%3A48Z&sp=r&sv=2021-08-06&sr=b&rscd=inline&rsct=image/png&skoid=6aaadede-4fb3-4698-a8f6-684d7786b067&sktid=a48cca56-e6da-484e-a814-9c849652bcb3&skt=2023-02-27T09%3A35%3A43Z&ske=2023-02-28T09%3A35%3A43Z&sks=b&skv=2021-08-06&sig=J5oExlCiahr6ItdOmH97iLH%2B4VZoFiP8LPql%2B0dugGU%3D\"\n", " }\n", " ]\n", "}" ] }, "execution_count": 43, "metadata": {}, "output_type": "execute_result" } ], "source": [ "generation_response" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.7.3" }, "toc": { "base_numbering": 1, "nav_menu": {}, "number_sections": true, "sideBar": true, "skip_h1_title": false, "title_cell": "Table of Contents", "title_sidebar": "Contents", "toc_cell": false, "toc_position": {}, "toc_section_display": true, "toc_window_display": true } }, "nbformat": 4, "nbformat_minor": 4 }