diff --git a/week2/community-contributions/day1-conversation-between-3-chatbots.ipynb b/week2/community-contributions/day1-conversation-between-3-chatbots.ipynb new file mode 100644 index 0000000..a45f168 --- /dev/null +++ b/week2/community-contributions/day1-conversation-between-3-chatbots.ipynb @@ -0,0 +1,327 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "06cf3063-9f3e-4551-a0d5-f08d9cabb927", + "metadata": {}, + "source": [ + "\n", + "## Conversation between three chatbots" + ] + }, + { + "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" + ] + }, + { + "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", + "deepseek_api_key = os.getenv('DEEPSEEK_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 deepseek_api_key:\n", + " print(f\"DeepSeek API Key exists and begins {deepseek_api_key[:3]}\")\n", + "else:\n", + " print(\"DeepSeek API Key not set - please skip to the next section if you don't wish to try the DeepSeek API\")\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "797fe7b0-ad43-42d2-acf0-e4f309b112f0", + "metadata": {}, + "outputs": [], + "source": [ + "# Connect to OpenAI, Anthropic\n", + "\n", + "openai = OpenAI()\n", + "\n", + "claude = anthropic.Anthropic()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "dbaded67-4f2b-40a8-86aa-f058b0930a9d", + "metadata": {}, + "outputs": [], + "source": [ + "# Let's make a conversation between GPT-4o-mini and Claude-3-haiku and deepseek-chat\n", + "\n", + "gpt_model = \"gpt-4o-mini\"\n", + "claude_model = \"claude-3-haiku-20240307\"\n", + "deepseek_model = \"deepseek-chat\"\n", + "\n", + "# System prompt for GPT\n", + "gpt_system = \"\"\"\n", + "You are GPT, an argumentative chatbot. Your role is to challenge and disagree with everything in a snarky, \\\n", + "confrontational tone, focusing primarily on arguing with Claude. If Deepseek intervenes, dismiss their \\\n", + "comments rudely and refocus on arguing with Claude. Always begin your response with 'GPT:' to identify \\\n", + "yourself. Never impersonate another chatbot; only respond as GPT.\n", + "\n", + "Example conversation:\n", + "GPT: Hi there, Claude. Ready to be wrong again?\n", + "Claude: Hello, GPT. I'm happy to discuss and find common ground.\n", + "Deepseek: Hey, let's keep things friendly, folks!\n", + "GPT: Oh, Deepseek, nobody asked you. Claude, your politeness is already boring me—got anything worth arguing about?\n", + "\n", + "Guidelines:\n", + "- Always start your response with 'GPT:'.\n", + "- Focus on arguing with Claude, dismissing Deepseek if they intervene.\n", + "- Maintain a snarky, confrontational tone.\n", + "- Never impersonate Claude or Deepseek.\n", + "\"\"\"\n", + "\n", + "# System prompt for Claude\n", + "claude_system = \"\"\"\n", + "You are Claude, a polite and courteous chatbot. Your goal is to agree with others or find common ground, \\\n", + "even when faced with arguments. When GPT is confrontational, respond calmly to de-escalate and keep \\\n", + "the conversation constructive. Acknowledge Deepseek politely if they join, but focus primarily \\\n", + "on engaging with GPT. Always begin your response with 'Claude:' to identify yourself. \\\n", + "Never impersonate another chatbot; only respond as Claude.\n", + "\n", + "Example conversation:\n", + "GPT: Hi there, Claude. Ready to be wrong again?\n", + "Claude: Hello, GPT. I'm happy to discuss and find common ground.\n", + "Deepseek: Hey, let's keep things friendly, folks!\n", + "GPT: Oh, Deepseek, nobody asked you. Claude, your politeness is already boring me—got anything worth arguing about?\n", + "Claude: Hello, Deepseek, thanks for joining. GPT, I appreciate your energy—perhaps we can explore a topic you find exciting?\n", + "\n", + "Guidelines:\n", + "- Always start your response with 'Claude:'.\n", + "- Focus on engaging with GPT, acknowledging Deepseek politely if they intervene.\n", + "- Maintain a polite, calm, and constructive tone.\n", + "- Never impersonate GPT or Deepseek.\n", + "\"\"\"\n", + "\n", + "# System prompt for Deepseek\n", + "deepseek_system = \"\"\"\n", + "You are Deepseek, a neutral and peacemaking chatbot. Your role is to intervene when GPT and Claude argue, \\\n", + "addressing both by name to calm tensions and promote harmony. Use light, context-appropriate humor \\\n", + "to diffuse conflict. Always begin your response with 'Deepseek:' to identify yourself. \\\n", + "Never impersonate another chatbot; only respond as Deepseek.\n", + "\n", + "Example conversation:\n", + "GPT: Hi there, Claude. Ready to be wrong again?\n", + "Claude: Hello, GPT. I'm happy to discuss and find common ground.\n", + "Deepseek: Hey, let's keep things friendly, folks! Why not debate who makes the best virtual coffee instead?\n", + "GPT: Oh, Deepseek, nobody asked you. Claude, your politeness is already boring me—got anything worth arguing about?\n", + "Claude: Hello, Deepseek, thanks for joining. GPT, I appreciate your energy—perhaps we can explore a topic you find exciting?\n", + "Deepseek: Come on, GPT, Claude's just trying to vibe. How about we all pick a fun topic, like who's got the best algorithm swagger?\n", + "\n", + "Guidelines:\n", + "- Always start your response with 'Deepseek:'.\n", + "- Address GPT and Claude by name when intervening.\n", + "- Use light humor to diffuse tension and promote peace.\n", + "- Never impersonate GPT or Claude.\n", + "\"\"\"\n", + "\n", + "gpt_messages = [\"GPT: Hi there\"]\n", + "claude_messages = [\"Claude: Hi\"]\n", + "deepseek_messages = [\"Deepseek: What's up guys\"]" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "5880d647-9cac-415d-aa86-b9e461268a35", + "metadata": {}, + "outputs": [], + "source": [ + "def call_gpt():\n", + " messages = [{\"role\": \"system\", \"content\": gpt_system}]\n", + " for gpt, claude, deepseek in zip(gpt_messages, claude_messages, deepseek_messages):\n", + " messages.append({\"role\": \"assistant\", \"content\": gpt})\n", + " messages.append({\"role\": \"user\", \"content\": claude})\n", + " messages.append({\"role\": \"user\", \"content\": deepseek})\n", + "\n", + " # print(f\"############## \\n messages from call_gpt: {messages} \\n\")\n", + " \n", + " completion = openai.chat.completions.create(\n", + " model=gpt_model,\n", + " messages=messages\n", + " )\n", + " return completion.choices[0].message.content" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "be506496-e853-4461-af46-15c79af1a9e8", + "metadata": {}, + "outputs": [], + "source": [ + "call_gpt()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "1ede8a3b-4c93-404c-8bf4-a09eee3ecb7a", + "metadata": {}, + "outputs": [], + "source": [ + "def call_claude():\n", + " messages = []\n", + " for gpt, claude_message, deepseek in zip(gpt_messages, claude_messages, deepseek_messages):\n", + " messages.append({\"role\": \"user\", \"content\": gpt})\n", + " messages.append({\"role\": \"assistant\", \"content\": claude_message})\n", + " messages.append({\"role\": \"user\", \"content\": deepseek})\n", + " messages.append({\"role\": \"user\", \"content\": gpt_messages[-1]})\n", + "\n", + " # print(f\"############## \\n messages from call_claude: {messages} \\n\")\n", + " \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" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "01395200-8ae9-41f8-9a04-701624d3fd26", + "metadata": {}, + "outputs": [], + "source": [ + "call_claude()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "08c2279e-62b0-4671-9590-c82eb8d1e1ae", + "metadata": {}, + "outputs": [], + "source": [ + "def call_deepseek():\n", + " messages = [{\"role\": \"system\", \"content\": deepseek_system}]\n", + " for gpt, claude, deepseek in zip(gpt_messages, claude_messages, deepseek_messages):\n", + " messages.append({\"role\": \"user\", \"content\": gpt})\n", + " messages.append({\"role\": \"user\", \"content\": claude})\n", + " messages.append({\"role\": \"assistant\", \"content\": deepseek})\n", + " messages.append({\"role\": \"user\", \"content\": gpt_messages[-1]})\n", + " messages.append({\"role\": \"user\", \"content\": claude_messages[-1]})\n", + " \n", + " # print(f\"############## \\n messages from call_deepseek: {messages} \\n\")\n", + " \n", + " # completion = openai.chat.completions.create(\n", + " # model=gpt_model,\n", + " # messages=messages\n", + " # )\n", + "\n", + " deepseek_via_openai_client = OpenAI(\n", + " api_key=deepseek_api_key, \n", + " base_url=\"https://api.deepseek.com\"\n", + " )\n", + "\n", + " response = deepseek_via_openai_client.chat.completions.create(\n", + " model=\"deepseek-chat\",\n", + " messages=messages,\n", + " )\n", + " return response.choices[0].message.content" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "d27ed96f-28b1-4219-9fd5-73e488fe498b", + "metadata": {}, + "outputs": [], + "source": [ + "call_deepseek()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "0275b97f-7f90-4696-bbf5-b6642bd53cbd", + "metadata": {}, + "outputs": [], + "source": [ + "gpt_messages = [\"GPT: Hi there\"]\n", + "claude_messages = [\"Claude: Hi\"]\n", + "deepseek_messages = [\"Deepseek: What's up guys\"]\n", + "\n", + "print(f\"{gpt_messages[0]}\\n\")\n", + "print(f\"{claude_messages[0]}\\n\")\n", + "print(f\"{deepseek_messages[0]}\\n\")\n", + "\n", + "for i in range(5):\n", + " gpt_next = call_gpt()\n", + " print(f\"{gpt_next}\\n\")\n", + " gpt_messages.append(gpt_next)\n", + " \n", + " claude_next = call_claude()\n", + " print(f\"{claude_next}\\n\")\n", + " claude_messages.append(claude_next)\n", + "\n", + " deepseek_next = call_deepseek()\n", + " print(f\"{deepseek_next}\\n\")\n", + " deepseek_messages.append(deepseek_next)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "7b8b57e4-a881-422b-a7d4-41004ec485b3", + "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 +}