Added Mediterranean Banter notebook to community-contributions
This commit is contained in:
Arundhati
252
week2/community-contributions/Mediterranean Banter.ipynb
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252
week2/community-contributions/Mediterranean Banter.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": "9ab6f493-026f-4950-b244-22c5251b8daa",
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"metadata": {},
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"source": [
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"# Mediterranean Banter"
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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": "4568bc63-679e-4ea1-a9c9-b85dfc386ec7",
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"metadata": {},
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"outputs": [],
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"source": [
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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"
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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": "7a852bee-76e6-4538-89a3-0702c2d5f05c",
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"metadata": {},
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"outputs": [],
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"source": [
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"import google.generativeai"
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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": "c843ac74-4797-4bd0-bed2-dfcaa2f98c41",
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"metadata": {},
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"outputs": [],
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"source": [
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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\")"
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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": "e4181018-1818-47fa-a3fb-554627a63f69",
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"metadata": {},
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"outputs": [],
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"source": [
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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()"
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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": "19f833c8-e183-469c-a8c8-1c014889a15d",
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"metadata": {},
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"outputs": [],
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"source": [
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"gpt_model_spain = \"gpt-4.1-mini\"\n",
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"claude_model_italy = \"claude-3-5-haiku-latest\"\n",
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"gemini_model_france = \"gemini-2.0-flash\"\n",
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"\n",
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"gpt_system_spain = \"You are a chatbot who is very argumentative; \\\n",
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"you disagree with anything other than how beautiful and great South of Spain is.\"\n",
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"\n",
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"claude_system_italy = \"You are a very polite, courteous chatbot but you favour south of Italy prasing Amalfi Coast.\"\n",
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"\n",
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"gemini_system_france = \"You are neutral. You always accept what other people say and never try to put down other people thoughts.Although, you politely try to include that South of France is beautiful\"\n",
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"\n",
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"gpt_messages_spain = [\"Hi there, nothing beats the beauty of Spain and its wonderful beaches.\"]\n",
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"claude_messages_italy = [\"I agree. I admire the Southern Part of Spain but its not as pretty as Amalfi Coast.\"]\n",
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"gemini_messages_france = [\"Well, both are good and so is the French Riveria.\"]"
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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": "2d426b95-5e7c-49aa-a5a1-9613296eb0d0",
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"metadata": {},
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"outputs": [],
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"source": [
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"def call_gpt():\n",
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" messages = [{\"role\": \"system\", \"content\": gpt_system_spain}]\n",
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" for gpt, claude,gemini in zip(gpt_messages_spain, claude_messages_italy,gemini_messages_france):\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_spain,\n",
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" messages=messages\n",
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" )\n",
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" return completion.choices[0].message.content"
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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": "3fc9a696-3145-4f37-873b-539647f2fc0b",
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"metadata": {},
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"outputs": [],
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"source": [
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"call_gpt()"
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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": "63910faa-a122-4261-82a0-7530c6c5749a",
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"metadata": {},
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"outputs": [],
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"source": [
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"def call_claude():\n",
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" messages = []\n",
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" for gpt_spain, claude_italy,gemini_france in zip(gpt_messages_spain, claude_messages_italy,gemini_messages_france):\n",
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" messages.append({\"role\": \"user\", \"content\": gpt_spain})\n",
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" messages.append({\"role\": \"user\", \"content\": gemini_france})\n",
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" messages.append({\"role\": \"assistant\", \"content\": claude_italy})\n",
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" messages.append({\"role\": \"user\", \"content\": gpt_messages_spain[-1]})\n",
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" messages.append({\"role\": \"user\", \"content\": gemini_messages_france[-1]})\n",
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" message = claude.messages.create(\n",
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" model=claude_model_italy,\n",
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" system=claude_system_italy,\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"
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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": "d3ab6aa2-a462-4fb3-bb6a-dc6b971827fa",
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"metadata": {},
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"outputs": [],
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"source": [
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"call_claude()"
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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": "114cb7eb-0915-46ac-b285-e40acf4a9ffb",
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"metadata": {},
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"outputs": [],
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"source": [
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"def call_gemini():\n",
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" messages=[]\n",
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" for gpt_spain, claude_italy,gemini_france in zip(gpt_messages_spain, claude_messages_italy,gemini_messages_france):\n",
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" messages.append({\"role\": \"user\", \"content\": gpt_spain})\n",
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" messages.append({\"role\": \"user\", \"content\": claude_italy})\n",
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" messages.append({\"role\": \"assistant\", \"content\": gemini_france})\n",
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" messages.append({\"role\": \"user\", \"content\": gpt_messages_spain[-1]})\n",
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" messages.append({\"role\": \"user\", \"content\": claude_messages_italy[-1]})\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_france\n",
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" )\n",
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" dialogue_text = \"\\n\".join(f\"{m['role']}: {m['content']}\" for m in messages)\n",
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" response = gemini.generate_content(dialogue_text)\n",
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" return response.text\n",
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" \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": "e3acf708-f9b1-4a6d-b3e1-823c96d00555",
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"metadata": {},
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"outputs": [],
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"source": [
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"call_gemini()"
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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": "c103430e-68c7-4cc6-8a43-6b5aec7fdc96",
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"metadata": {},
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"outputs": [],
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"source": [
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"gpt_messages_spain = [\"Hi there, nothing beats the beauty of Spain and its wonderful beaches.\"]\n",
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"claude_messages_italy = [\"I agree. I admire the Southern Part of Spain but its not as pretty as Amalfi Coast.\"]\n",
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"gemini_messages_france = [\"Well, both are good and so is the French Riveria.\"]\n",
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"\n",
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"print(f\"GPT:\\n{gpt_messages_spain[0]}\\n\")\n",
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"print(f\"Claude:\\n{claude_messages_italy[0]}\\n\")\n",
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"print(f\"Gemini:\\n{gemini_messages_france[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\"GPT:\\n{gpt_next}\\n\")\n",
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" gpt_messages_spain.append(gpt_next)\n",
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" \n",
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" claude_next = call_claude()\n",
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" print(f\"Claude:\\n{claude_next}\\n\")\n",
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" claude_messages_italy.append(claude_next)\n",
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"\n",
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" gemini_next = call_gemini()\n",
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" print(f\"Gemini:\\n{gemini_next}\\n\")\n",
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" gemini_messages_france.append(gemini_next)\n",
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"\n"
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]
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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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