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‎Tutorial - OpenAI o1 and o1-mini.ipynb‎

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{
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"cells": [
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{
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"cell_type": "markdown",
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"id": "e8ce07da-8653-4c93-baa5-e333f7cb824e",
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"metadata": {},
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"source": [
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"# OpenAI o1 & o1-mini demo"
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]
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},
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{
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"cell_type": "markdown",
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"id": "5af8ec97-604b-4d7d-9614-64b9439aec0f",
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"metadata": {},
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"source": [
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"### Install required libraries"
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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": 62,
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"id": "c25d8f14-a8a3-4fa5-9f14-c4ab76b1aacd",
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"metadata": {},
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"outputs": [],
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"source": [
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"!pip install openai -q"
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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": 63,
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"id": "ff82f97b-a670-402c-88d2-5c9bca654da5",
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"metadata": {},
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"outputs": [],
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"source": [
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"!pip install --upgrade openai -q"
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]
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},
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{
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"cell_type": "markdown",
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"id": "4a14db2a-724a-44a6-8dd2-cd134be0c908",
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"metadata": {},
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"source": [
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"### Load Environment variables"
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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": 66,
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"id": "8867a51b-4bf3-4a5d-bce8-de49409f822c",
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"metadata": {},
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"outputs": [
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{
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"data": {
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"text/plain": [
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"True"
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]
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},
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"execution_count": 66,
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"metadata": {},
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"output_type": "execute_result"
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}
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],
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"source": [
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"from openai import OpenAI\n",
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"from dotenv import load_dotenv, find_dotenv\n",
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"\n",
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"load_dotenv(find_dotenv(), override=True)"
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]
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},
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{
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"cell_type": "markdown",
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"id": "af9531dc-7377-41a3-8372-8e560395ba70",
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"metadata": {},
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"source": [
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"### Define the Chatbot Application"
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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": 78,
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"id": "9b4a93f4-2c67-4eb2-9f15-fa20d40b5522",
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"metadata": {},
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"outputs": [],
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"source": [
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"def chat_with_o1_mini(prompt):\n",
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" client = OpenAI()\n",
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" response = client.chat.completions.create(\n",
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" model=\"o1-mini\",\n",
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" messages=[{\"role\": \"user\", \"content\": prompt}]\n",
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" )\n",
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" return response.choices[0].message.content"
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]
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},
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{
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"cell_type": "markdown",
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"id": "6eef7557-9a4d-4b46-96f6-2609f878ab65",
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"metadata": {},
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"source": [
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"### Test the Chatbot"
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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": 81,
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"id": "c6763990-f2f2-424d-ab2f-497816ece701",
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"metadata": {},
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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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"AI Response: Certainly! Let's find the **indefinite integral** (also known as the antiderivative) of \\( x^2 \\).\n",
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"\n",
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"### Problem:\n",
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"\\[\n",
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"\\int x^2 \\, dx\n",
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"\\]\n",
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"\n",
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"### Solution:\n",
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"To compute the integral of \\( x^2 \\), we can use the **power rule for integration**. The power rule states:\n",
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"\n",
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"\\[\n",
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"\\int x^n \\, dx = \\frac{x^{n+1}}{n+1} + C \\quad \\text{(where \\( n \\neq -1 \\))}\n",
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"\\]\n",
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"\n",
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"Here, \\( n = 2 \\). Applying the power rule:\n",
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"\n",
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"\\[\n",
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"\\int x^2 \\, dx = \\frac{x^{2+1}}{2+1} + C = \\frac{x^3}{3} + C\n",
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"\\]\n",
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"\n",
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"### Final Answer:\n",
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"\\[\n",
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"\\int x^2 \\, dx = \\frac{1}{3}x^3 + C\n",
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"\\]\n",
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"\n",
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"Where \\( C \\) is the **constant of integration**, representing an infinite number of possible antiderivatives differing by a constant.\n",
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"\n",
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"---\n",
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"\n",
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"**Example:**\n",
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"\n",
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"If you want to evaluate the integral from \\( x = 0 \\) to \\( x = 2 \\):\n",
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"\n",
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"\\[\n",
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"\\int_{0}^{2} x^2 \\, dx = \\left[ \\frac{x^3}{3} \\right]_0^2 = \\frac{2^3}{3} - \\frac{0^3}{3} = \\frac{8}{3} - 0 = \\frac{8}{3}\n",
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"\\]\n",
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"\n",
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"So, the definite integral of \\( x^2 \\) from 0 to 2 is \\( \\frac{8}{3} \\).\n",
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"\n",
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"If you have any more questions or need further clarification, feel free to ask!\n"
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]
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}
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],
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"source": [
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"prompt = \"Can you solve this math problem for me? What is the integral of x^2?\"\n",
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"response = chat_with_o1_mini(prompt)\n",
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"print(\"AI Response:\", response)"
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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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"id": "4dc4c608-f1a8-403b-a55d-171ad37d26a0",
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