feat: add text summarization tool

Author: solygambas

playground/29-text-summarization-tool.ipynb

@@ -0,0 +1,90 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import openai"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from dotenv import dotenv_values\n",
+    "config = dotenv_values(\".env\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "openai.api_key = config[\"OPENAI_API_KEY\"]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Summarized text:\n",
+      "\n",
+      "  Atlas Shrugged is a novel by Ayn Rand that explores philosophical themes such as reason, individualism, and capitalism, depicting a dystopian United States where private businesses suffer under increasingly burdensome regulations and culminating in the strikers planning to build a new capitalist society based on John Galt's philosophy.\n"
+     ]
+    }
+   ],
+   "source": [
+    "\n",
+    "input_text = input(\"Enter text that should be summarized: \")\n",
+    "\n",
+    "response = openai.ChatCompletion.create(\n",
+    "    model=\"gpt-3.5-turbo\",\n",
+    "    messages=[{\"role\": \"system\", \"content\": \"You are a text summarizer bot. Your goal is to summarize in a single sentence the text provided by the user.\"}, {\"role\": \"user\", \"content\": input_text}],\n",
+    "    max_tokens=100\n",
+    ")\n",
+    "\n",
+    "ai_response = response.choices[0].message.content\n",
+    "print(\"Summarized text:\\n\\n \", ai_response)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": ".venv",
+   "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": "3.10.5"
+  },
+  "orig_nbformat": 4
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}

playground/README.md

@@ -121,6 +121,7 @@ For Stable Diffusion, you need to add your `STABILITY_AI_KEY`. You can find it i
 ## Using GPT APIs
 
 - recreating a [simple ChatGPT clone](28-simple-chatgpt-clone.ipynb).
+- creating a [text summarization tool](29-text-summarization-tool.ipynb).
 
 These examples are based on two courses: