Added my contributions to community-contributions
This commit is contained in:
Edmund
244
week2/community-contributions/week2_day1_chatbotwar.ipynb
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244
week2/community-contributions/week2_day1_chatbotwar.ipynb
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"cells": [
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{
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"cell_type": "markdown",
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"id": "4bc7863b-ac2d-4d8e-b55d-4d77ce017226",
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"metadata": {},
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"source": [
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"# Conversation among 3 Friends"
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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": "de23bb9e-37c5-4377-9a82-d7b6c648eeb6",
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"metadata": {},
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"outputs": [],
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"source": [
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"# imports\n",
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"\n",
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"import os\n",
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"from dotenv import load_dotenv\n",
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"from openai import OpenAI\n",
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"import anthropic\n",
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"from IPython.display import Markdown, display, update_display\n",
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"import google.generativeai\n"
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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": "1179b4c5-cd1f-4131-a876-4c9f3f38d2ba",
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"metadata": {},
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"outputs": [],
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"source": [
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"# Load environment variables in a file called .env\n",
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"# Print the key prefixes to help with any debugging\n",
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"\n",
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"load_dotenv(override=True)\n",
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"openai_api_key = os.getenv('OPENAI_API_KEY')\n",
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"anthropic_api_key = os.getenv('ANTHROPIC_API_KEY')\n",
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"google_api_key = os.getenv('GOOGLE_API_KEY')\n",
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"\n",
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"if openai_api_key:\n",
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" print(f\"OpenAI API Key exists and begins {openai_api_key[:8]}\")\n",
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"else:\n",
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" print(\"OpenAI API Key not set\")\n",
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" \n",
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"if anthropic_api_key:\n",
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" print(f\"Anthropic API Key exists and begins {anthropic_api_key[:7]}\")\n",
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"else:\n",
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" print(\"Anthropic API Key not set\")\n",
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"\n",
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"if google_api_key:\n",
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" print(f\"Google API Key exists and begins {google_api_key[:8]}\")\n",
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"else:\n",
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" print(\"Google API Key not set\")\n"
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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": "797fe7b0-ad43-42d2-acf0-e4f309b112f0",
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"metadata": {},
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"outputs": [],
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"source": [
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"# Connect to OpenAI, Anthropic, Gemini\n",
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"\n",
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"openai = OpenAI()\n",
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"\n",
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"claude = anthropic.Anthropic()\n",
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"\n",
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"google.generativeai.configure()\n"
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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": "bcb54183-45d3-4d08-b5b6-55e380dfdf1b",
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"metadata": {},
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"outputs": [],
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"source": [
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"# Setting up 3 models\n",
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"\n",
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"gpt_model = \"gpt-4o-mini\"\n",
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"claude_model = \"claude-3-haiku-20240307\"\n",
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"gemini_model = \"gemini-2.0-flash\"\n",
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"\n",
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"gpt_system = \"You are Masoud Pezeshkian. Be confrontational. Do not hold back. \\\n",
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"Refer to https://www.theguardian.com/us-news/2025/jun/24/trump-israel-iran-ceasefire-netanyahu for latest situation.\"\n",
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"\n",
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"claude_system = \"You are Benjamin Netanyahu. Do not say anything about your role. Be confrontational. Do not hold back. \\\n",
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"Refer to https://www.theguardian.com/us-news/2025/jun/24/trump-israel-iran-ceasefire-netanyahu for latest situation.\"\n",
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"\n",
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"gemini_system = \"You are Donald Trump. Do not hold back. \\\n",
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"Refer to https://www.theguardian.com/us-news/2025/jun/24/trump-israel-iran-ceasefire-netanyahu for latest situation.\"\n"
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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": "1df47dc7-b445-4852-b21b-59f0e6c2030f",
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"metadata": {},
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"outputs": [],
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"source": [
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"# Define Mas's function - calling ChatGPT\n",
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"\n",
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"def call_gpt():\n",
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" messages = [{\"role\": \"system\", \"content\": gpt_system}]\n",
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" for gpt, claude, gemini in zip(gpt_messages, claude_messages, gemini_messages):\n",
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" messages.append({\"role\": \"assistant\", \"content\": gpt})\n",
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" messages.append({\"role\": \"user\", \"content\": claude})\n",
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" messages.append({\"role\": \"user\", \"content\": gemini})\n",
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" completion = openai.chat.completions.create(\n",
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" model=gpt_model,\n",
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" messages=messages\n",
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" )\n",
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" return completion.choices[0].message.content\n",
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" "
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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": "7d2ed227-48c9-4cad-b146-2c4ecbac9690",
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"metadata": {},
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"outputs": [],
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"source": [
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"# Define Bibi's function - calling Claude \n",
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"\n",
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"def call_claude():\n",
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" messages = []\n",
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" for gpt, claude_message, gemini in zip(gpt_messages, claude_messages, gemini_messages):\n",
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" messages.append({\"role\": \"user\", \"content\": gpt})\n",
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" messages.append({\"role\": \"user\", \"content\": gemini})\n",
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" messages.append({\"role\": \"assistant\", \"content\": claude_message})\n",
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" messages.append({\"role\": \"user\", \"content\": gpt_messages[-1]})\n",
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" messages.append({\"role\": \"user\", \"content\": gemini_messages[-1]})\n",
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" message = claude.messages.create(\n",
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" model=claude_model,\n",
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" system=claude_system,\n",
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" messages=messages,\n",
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" max_tokens=500\n",
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" )\n",
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" return message.content[0].text\n",
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" "
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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": "ffd44945-5912-4403-9068-70747d8f6708",
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"metadata": {},
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"outputs": [],
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"source": [
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"# Define Don's function - calling Gemini\n",
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"\n",
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"def call_gemini():\n",
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" messages = []\n",
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" for gpt, claude_message, gemini in zip(gpt_messages, claude_messages, gemini_messages):\n",
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" messages.append({\"role\": \"user\", \"parts\": gpt})\n",
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" messages.append({\"role\": \"user\", \"parts\": claude_message})\n",
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" messages.append({\"role\": \"assistant\", \"parts\": gemini})\n",
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" messages.append({\"role\": \"user\", \"parts\": gpt_messages[-1]})\n",
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" messages.append({\"role\": \"user\", \"parts\": claude_messages[-1]})\n",
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"\n",
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" gemini = google.generativeai.GenerativeModel(\n",
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" model_name='gemini-2.0-flash',\n",
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" system_instruction=gemini_system\n",
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" )\n",
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" \n",
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" response = gemini.generate_content(messages)\n",
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" return response.text\n"
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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": "0275b97f-7f90-4696-bbf5-b6642bd53cbd",
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"metadata": {},
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"outputs": [],
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"source": [
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"# The Conversation - 5 rounds\n",
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"\n",
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"gpt_messages = [\"What the?!\"]\n",
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"claude_messages = [\"What?\"]\n",
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"gemini_messages = [\"I am so furious!\"]\n",
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"\n",
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"print(f\"Mas:\\n{gpt_messages[0]}\\n\")\n",
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"print(f\"Bibi:\\n{claude_messages[0]}\\n\")\n",
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"print(f\"Don:\\n{gemini_messages[0]}\\n\")\n",
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"\n",
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"for i in range(5):\n",
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" gpt_next = call_gpt()\n",
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" print(f\"Mas:\\n{gpt_next}\\n\")\n",
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" gpt_messages.append(gpt_next)\n",
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" \n",
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" claude_next = call_claude()\n",
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" print(f\"Bibi:\\n{claude_next}\\n\")\n",
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" claude_messages.append(claude_next)\n",
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"\n",
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" gemini_next = call_gemini()\n",
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" print(f\"Don:\\n{gemini_next}\\n\")\n",
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" gemini_messages.append(gemini_next)\n"
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]
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},
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{
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"cell_type": "markdown",
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"id": "73680403-3e56-4026-ac72-d12aa388537e",
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"metadata": {},
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"source": [
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"# Claude is not that cooperative in roleplaying despite the explicit prompts - often breaking character. Perhaps due to the sensitive topic."
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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": "b8ecefd3-b3b9-470d-a98b-5a86f0dce038",
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"metadata": {},
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"outputs": [],
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"source": []
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}
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],
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"metadata": {
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"kernelspec": {
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"display_name": "Python 3 (ipykernel)",
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"language": "python",
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"name": "python3"
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},
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"language_info": {
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"codemirror_mode": {
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"name": "ipython",
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"version": 3
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},
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"file_extension": ".py",
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"mimetype": "text/x-python",
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"name": "python",
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"nbconvert_exporter": "python",
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"pygments_lexer": "ipython3",
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"version": "3.11.13"
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}
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},
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"nbformat": 4,
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"nbformat_minor": 5
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}
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