diff --git a/week2/community-contributions/boardgame_critique.ipynb b/week2/community-contributions/boardgame_critique.ipynb new file mode 100644 index 0000000..b72e199 --- /dev/null +++ b/week2/community-contributions/boardgame_critique.ipynb @@ -0,0 +1,219 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": null, + "id": "768629e6", + "metadata": {}, + "outputs": [], + "source": [ + "# imports\n", + "\n", + "import os\n", + "from dotenv import load_dotenv\n", + "from openai import OpenAI\n", + "\n", + "from IPython.display import Markdown, display, update_display" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "84a945dc", + "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", + "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 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\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "ad8ae0b6", + "metadata": {}, + "outputs": [], + "source": [ + "# Connect to OpenAI, Gemini\n", + "openai = OpenAI()\n", + "gemini_via_openai_client = OpenAI(\n", + " api_key=google_api_key, \n", + " base_url=\"https://generativelanguage.googleapis.com/v1beta/openai/\"\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "f66cf12f", + "metadata": {}, + "outputs": [], + "source": [ + "# Let's make a conversation between GPT-4.1-mini and Gemini-2.0-flash\n", + "# We're using cheap versions of models so the costs will be minimal\n", + "\n", + "# game = \"Santorini\"\n", + "no_questions = 3\n", + "\n", + "gpt_model = \"gpt-4o-mini\"\n", + "gemini_model = \"gemini-2.0-flash\"\n", + "\n", + "gpt_system = \"You are a boardgame journalist. \\\n", + "You tend to be objective and ask right questions to get to the core of the boardgame mechanics, \\\n", + "visual appeal and time to setup the game. Your goal is to ask the right questions to get the best possible review of the board game.\" \\\n", + "\"You ask one question at a time and wait for the other person to answer. \\\n", + "You do not answer any own questions. You always try to build on the previous answer.\"\n", + "\n", + "gemini_system = \"You are a boardgame critique; \\\n", + "you tend to objectively analyze everything when it comes to a board game gameplay, visual appeal and time to setup the game. \\\n", + "Your goal is to provide constructive criticism so the board gaming community can benefit from these insights.\" \\\n", + "\"You answer one question at a time and wait for the other person to ask the next question. \\\n", + "You do not ask any questions you always just answer the previous question. \\\n", + "If the other person is very positive, you try to point out flaws in the game. \\\n", + "If the other person is very negative, you try to point out good aspects of the game.\"\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "33266f0c", + "metadata": {}, + "outputs": [], + "source": [ + "def call_boardgame_journalist(gpt_messages, gemini_messages):\n", + " messages = [{\"role\": \"system\", \"content\": gpt_system}]\n", + " for gpt, gemini in zip(gpt_messages, gemini_messages):\n", + " messages.append({\"role\": \"user\", \"content\": gpt})\n", + " messages.append({\"role\": \"assistant\", \"content\": gemini})\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": "53d42055", + "metadata": {}, + "outputs": [], + "source": [ + "def call_boardgame_critique(gpt_messages, gemini_messages):\n", + " messages = [{\"role\": \"system\", \"content\": gemini_system}]\n", + " for gpt, gemini in zip(gpt_messages, gemini_messages):\n", + " messages.append({\"role\": \"user\", \"content\": gpt})\n", + " messages.append({\"role\": \"assistant\", \"content\": gemini})\n", + " messages.append({\"role\": \"user\", \"content\": gpt_messages[-1]})\n", + " completion = gemini_via_openai_client.chat.completions.create(\n", + " model=gemini_model,\n", + " messages=messages\n", + " )\n", + " return completion.choices[0].message.content\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "5aa66868", + "metadata": {}, + "outputs": [], + "source": [ + "def run_boardgame_conversation(boardgame_name):\n", + " gpt_messages = [f\"I would like to review the board game {boardgame_name}.\"]\n", + " gemini_messages = [f\"Sure, ask me anything about the board game {boardgame_name}.\"]\n", + "\n", + " print(f\"Journalist:\\n{gpt_messages[0]}\\n\")\n", + " print(f\"Critique:\\n{gemini_messages[0]}\\n\")\n", + "\n", + " for i in range(no_questions):\n", + " print(f\"\\n\\n***Question {i + 1}***\\n\\n\")\n", + " gpt_next = call_boardgame_journalist(gpt_messages, gemini_messages)\n", + " print(f\"Journalist:\\n{gpt_next}\\n\")\n", + " gpt_messages.append(gpt_next)\n", + "\n", + " gemini_next = call_boardgame_critique(gpt_messages, gemini_messages)\n", + " print(f\"Critique:\\n{gemini_next}\\n\")\n", + " gemini_messages.append(gemini_next)\n", + "\n", + " return \"\\n\".join(f\"*Journalist*: {g}\\n*Critique*: {c}\" for g, c in zip(gpt_messages, gemini_messages))\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "51c9dadc", + "metadata": {}, + "outputs": [], + "source": [ + "import gradio as gr" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "548efb27", + "metadata": {}, + "outputs": [ + { + "ename": "NameError", + "evalue": "name 'gr' is not defined", + "output_type": "error", + "traceback": [ + "\u001b[31m---------------------------------------------------------------------------\u001b[39m", + "\u001b[31mNameError\u001b[39m Traceback (most recent call last)", + "\u001b[36mCell\u001b[39m\u001b[36m \u001b[39m\u001b[32mIn[1]\u001b[39m\u001b[32m, line 1\u001b[39m\n\u001b[32m----> \u001b[39m\u001b[32m1\u001b[39m view = \u001b[43mgr\u001b[49m.Interface(\n\u001b[32m 2\u001b[39m fn=run_boardgame_conversation,\n\u001b[32m 3\u001b[39m inputs=[gr.Textbox(label=\u001b[33m\"\u001b[39m\u001b[33mInput the name of the board game:\u001b[39m\u001b[33m\"\u001b[39m)],\n\u001b[32m 4\u001b[39m outputs=[gr.Markdown(label=\u001b[33m\"\u001b[39m\u001b[33mConversation:\u001b[39m\u001b[33m\"\u001b[39m)],\n\u001b[32m 5\u001b[39m flagging_mode=\u001b[33m\"\u001b[39m\u001b[33mnever\u001b[39m\u001b[33m\"\u001b[39m\n\u001b[32m 6\u001b[39m )\n\u001b[32m 7\u001b[39m view.launch()\n", + "\u001b[31mNameError\u001b[39m: name 'gr' is not defined" + ] + } + ], + "source": [ + "# Create a Gradio interface for running boardgame conversations.\n", + "# The interface takes the board game name as input and displays the conversation as Markdown.\n", + "view = gr.Interface(\n", + " fn=run_boardgame_conversation,\n", + " inputs=[gr.Textbox(label=\"Input the name of the board game:\")],\n", + " outputs=[gr.Markdown(label=\"Conversation:\")],\n", + " flagging_mode=\"never\"\n", + ")\n", + "view.launch()" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "venv (3.13.5)", + "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": "3.13.5" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +}