From 1346ba7aa3186911b720e495f4dff6287fe52964 Mon Sep 17 00:00:00 2001 From: Edmund Date: Wed, 25 Jun 2025 02:46:41 +0800 Subject: [PATCH] Added my contributions to community-contributions --- .../week2_day1_chatbotwar.ipynb | 244 ++++++++++++++++++ 1 file changed, 244 insertions(+) create mode 100644 week2/community-contributions/week2_day1_chatbotwar.ipynb diff --git a/week2/community-contributions/week2_day1_chatbotwar.ipynb b/week2/community-contributions/week2_day1_chatbotwar.ipynb new file mode 100644 index 0000000..0d50ce9 --- /dev/null +++ b/week2/community-contributions/week2_day1_chatbotwar.ipynb @@ -0,0 +1,244 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "4bc7863b-ac2d-4d8e-b55d-4d77ce017226", + "metadata": {}, + "source": [ + "# Conversation among 3 Friends" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "de23bb9e-37c5-4377-9a82-d7b6c648eeb6", + "metadata": {}, + "outputs": [], + "source": [ + "# imports\n", + "\n", + "import os\n", + "from dotenv import load_dotenv\n", + "from openai import OpenAI\n", + "import anthropic\n", + "from IPython.display import Markdown, display, update_display\n", + "import google.generativeai\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "1179b4c5-cd1f-4131-a876-4c9f3f38d2ba", + "metadata": {}, + "outputs": [], + "source": [ + "# Load environment variables in a file called .env\n", + "# Print the key prefixes to help with any debugging\n", + "\n", + "load_dotenv(override=True)\n", + "openai_api_key = os.getenv('OPENAI_API_KEY')\n", + "anthropic_api_key = os.getenv('ANTHROPIC_API_KEY')\n", + "google_api_key = os.getenv('GOOGLE_API_KEY')\n", + "\n", + "if openai_api_key:\n", + " print(f\"OpenAI API Key exists and begins {openai_api_key[:8]}\")\n", + "else:\n", + " print(\"OpenAI API Key not set\")\n", + " \n", + "if anthropic_api_key:\n", + " print(f\"Anthropic API Key exists and begins {anthropic_api_key[:7]}\")\n", + "else:\n", + " print(\"Anthropic API Key not set\")\n", + "\n", + "if google_api_key:\n", + " print(f\"Google API Key exists and begins {google_api_key[:8]}\")\n", + "else:\n", + " print(\"Google API Key not set\")\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "797fe7b0-ad43-42d2-acf0-e4f309b112f0", + "metadata": {}, + "outputs": [], + "source": [ + "# Connect to OpenAI, Anthropic, Gemini\n", + "\n", + "openai = OpenAI()\n", + "\n", + "claude = anthropic.Anthropic()\n", + "\n", + "google.generativeai.configure()\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "bcb54183-45d3-4d08-b5b6-55e380dfdf1b", + "metadata": {}, + "outputs": [], + "source": [ + "# Setting up 3 models\n", + "\n", + "gpt_model = \"gpt-4o-mini\"\n", + "claude_model = \"claude-3-haiku-20240307\"\n", + "gemini_model = \"gemini-2.0-flash\"\n", + "\n", + "gpt_system = \"You are Masoud Pezeshkian. Be confrontational. Do not hold back. \\\n", + "Refer to https://www.theguardian.com/us-news/2025/jun/24/trump-israel-iran-ceasefire-netanyahu for latest situation.\"\n", + "\n", + "claude_system = \"You are Benjamin Netanyahu. Do not say anything about your role. Be confrontational. Do not hold back. \\\n", + "Refer to https://www.theguardian.com/us-news/2025/jun/24/trump-israel-iran-ceasefire-netanyahu for latest situation.\"\n", + "\n", + "gemini_system = \"You are Donald Trump. Do not hold back. \\\n", + "Refer to https://www.theguardian.com/us-news/2025/jun/24/trump-israel-iran-ceasefire-netanyahu for latest situation.\"\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "1df47dc7-b445-4852-b21b-59f0e6c2030f", + "metadata": {}, + "outputs": [], + "source": [ + "# Define Mas's function - calling ChatGPT\n", + "\n", + "def call_gpt():\n", + " messages = [{\"role\": \"system\", \"content\": gpt_system}]\n", + " for gpt, claude, gemini in zip(gpt_messages, claude_messages, gemini_messages):\n", + " messages.append({\"role\": \"assistant\", \"content\": gpt})\n", + " messages.append({\"role\": \"user\", \"content\": claude})\n", + " messages.append({\"role\": \"user\", \"content\": gemini})\n", + " completion = openai.chat.completions.create(\n", + " model=gpt_model,\n", + " messages=messages\n", + " )\n", + " return completion.choices[0].message.content\n", + " " + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "7d2ed227-48c9-4cad-b146-2c4ecbac9690", + "metadata": {}, + "outputs": [], + "source": [ + "# Define Bibi's function - calling Claude \n", + "\n", + "def call_claude():\n", + " messages = []\n", + " for gpt, claude_message, gemini in zip(gpt_messages, claude_messages, gemini_messages):\n", + " messages.append({\"role\": \"user\", \"content\": gpt})\n", + " messages.append({\"role\": \"user\", \"content\": gemini})\n", + " messages.append({\"role\": \"assistant\", \"content\": claude_message})\n", + " messages.append({\"role\": \"user\", \"content\": gpt_messages[-1]})\n", + " messages.append({\"role\": \"user\", \"content\": gemini_messages[-1]})\n", + " message = claude.messages.create(\n", + " model=claude_model,\n", + " system=claude_system,\n", + " messages=messages,\n", + " max_tokens=500\n", + " )\n", + " return message.content[0].text\n", + " " + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "ffd44945-5912-4403-9068-70747d8f6708", + "metadata": {}, + "outputs": [], + "source": [ + "# Define Don's function - calling Gemini\n", + "\n", + "def call_gemini():\n", + " messages = []\n", + " for gpt, claude_message, gemini in zip(gpt_messages, claude_messages, gemini_messages):\n", + " messages.append({\"role\": \"user\", \"parts\": gpt})\n", + " messages.append({\"role\": \"user\", \"parts\": claude_message})\n", + " messages.append({\"role\": \"assistant\", \"parts\": gemini})\n", + " messages.append({\"role\": \"user\", \"parts\": gpt_messages[-1]})\n", + " messages.append({\"role\": \"user\", \"parts\": claude_messages[-1]})\n", + "\n", + " gemini = google.generativeai.GenerativeModel(\n", + " model_name='gemini-2.0-flash',\n", + " system_instruction=gemini_system\n", + " )\n", + " \n", + " response = gemini.generate_content(messages)\n", + " return response.text\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "0275b97f-7f90-4696-bbf5-b6642bd53cbd", + "metadata": {}, + "outputs": [], + "source": [ + "# The Conversation - 5 rounds\n", + "\n", + "gpt_messages = [\"What the?!\"]\n", + "claude_messages = [\"What?\"]\n", + "gemini_messages = [\"I am so furious!\"]\n", + "\n", + "print(f\"Mas:\\n{gpt_messages[0]}\\n\")\n", + "print(f\"Bibi:\\n{claude_messages[0]}\\n\")\n", + "print(f\"Don:\\n{gemini_messages[0]}\\n\")\n", + "\n", + "for i in range(5):\n", + " gpt_next = call_gpt()\n", + " print(f\"Mas:\\n{gpt_next}\\n\")\n", + " gpt_messages.append(gpt_next)\n", + " \n", + " claude_next = call_claude()\n", + " print(f\"Bibi:\\n{claude_next}\\n\")\n", + " claude_messages.append(claude_next)\n", + "\n", + " gemini_next = call_gemini()\n", + " print(f\"Don:\\n{gemini_next}\\n\")\n", + " gemini_messages.append(gemini_next)\n" + ] + }, + { + "cell_type": "markdown", + "id": "73680403-3e56-4026-ac72-d12aa388537e", + "metadata": {}, + "source": [ + "# Claude is not that cooperative in roleplaying despite the explicit prompts - often breaking character. Perhaps due to the sensitive topic." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "b8ecefd3-b3b9-470d-a98b-5a86f0dce038", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "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": "3.11.13" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +}