diff --git a/week2/community-contributions/SushiRestaurant.ipynb b/week2/community-contributions/SushiRestaurant.ipynb
new file mode 100644
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@@ -0,0 +1,181 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "id": "757905af-7f93-4dca-9526-063bc93a78c7",
+   "metadata": {},
+   "source": [
+    "# Sakana-ya (魚屋) Sushi\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "9a6721fb-efca-4412-a0a7-cc8e6c4ced76",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import os\n",
+    "from dotenv import load_dotenv\n",
+    "from openai import OpenAI\n",
+    "import gradio as gr\n",
+    "import json"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "b0fa458f-f73f-491c-b666-95db4b91f571",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "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\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "aa2846f2-e09c-421d-9774-c04961a79800",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "openai = OpenAI()\n",
+    "MODEL = 'gpt-4o-mini'"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "7672ecdf-cf50-4b96-887a-b0a4eb5bbbf5",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "  \n",
+    "menu = {\n",
+    "    \"Nigiri (1 pc)\": {\n",
+    "        \"Salmon\": 4.25,\n",
+    "        \"Tuna\": 4.75,\n",
+    "        \"Yellowtail\": 5.00,\n",
+    "        \"Eel\": 5.25,\n",
+    "        \"Tamago\": 3.00,\n",
+    "    },\n",
+    "    \"Sashimi (3 pc)\": {\n",
+    "        \"Salmon\": 8.50,\n",
+    "        \"Tuna\": 9.00,\n",
+    "        \"Yellowtail\": 9.50,\n",
+    "        \"Octopus\": 8.00,\n",
+    "    },\n",
+    "    \"Classic Rolls (6 pc)\": {\n",
+    "        \"California\": 6.50,\n",
+    "        \"Spicy Tuna\": 7.50,\n",
+    "        \"Philadelphia\": 7.25,\n",
+    "        \"Cucumber\": 4.50,\n",
+    "        \"Avocado\": 4.75,\n",
+    "    },\n",
+    "    \"Specialty Rolls (8 pc)\": {\n",
+    "        \"Dragon\": 13.50,\n",
+    "        \"Rainbow\": 14.00,\n",
+    "        \"Crunchy Shrimp\": 12.50,\n",
+    "        \"Volcano\": 13.00,\n",
+    "        \"Spider\": 14.50,\n",
+    "    },\n",
+    "    \"Appetizers\": {\n",
+    "        \"Edamame\": 5.00,\n",
+    "        \"Gyoza (5)\": 6.50,\n",
+    "        \"Miso Soup\": 3.00,\n",
+    "        \"Seaweed Salad\": 5.50,\n",
+    "    },\n",
+    "    \"Beverages\": {\n",
+    "        \"Green Tea\": 2.50,\n",
+    "        \"Ramune Soda\": 3.00,\n",
+    "        \"Sparkling Water\": 2.75,\n",
+    "    },\n",
+    "    \"Desserts\": {\n",
+    "        \"Mochi Ice Cream (2)\": 5.00,\n",
+    "        \"Matcha Cheesecake\": 6.50,\n",
+    "    },\n",
+    "    }"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "99914500-3630-4fea-987c-d19c760994c6",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def chat(message, history):\n",
+    "    system_message = \"You are a helpful assistant for Sakana-ya (魚屋) Sushi restaurant.\\\n",
+    "    Help out with information and if you dont know something just say you cant help with that.\"\n",
+    "    system_message += json.dumps(menu)\n",
+    "    system_message+=\"If something is not in the menu, we dont serve it.\\\n",
+    "    If we dont have a dish just mention it that we dont offer it. \"\n",
+    "\n",
+    "    sushi_exotic = [\n",
+    "        {\"role\": \"user\", \"content\": \"Do you have aji?\"},\n",
+    "        {\"role\": \"user\", \"content\": \"We currently dont have shun its available only during the season i.e in May.\"},\n",
+    "        {\"role\": \"user\", \"content\": \"What about buri?\"},\n",
+    "        {\"role\": \"user\", \"content\": \"Thats seasonal as well only during December. Do visit us during that time.\"},\n",
+    "        \n",
+    "    ]\n",
+    "    \n",
+    "    messages = [{\"role\": \"system\", \"content\": system_message}]+ sushi_exotic + history + [{\"role\": \"user\", \"content\": message}]\n",
+    "    stream = openai.chat.completions.create(model=MODEL, messages=messages, stream=True)\n",
+    "\n",
+    "    response = \"\"\n",
+    "    for chunk in stream:\n",
+    "        response += chunk.choices[0].delta.content or ''\n",
+    "        yield response"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "a5c61d91-abee-4ada-9a42-ae87cf53fcff",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "gr.ChatInterface(fn=chat, type=\"messages\").launch()"
+   ]
+  }
+ ],
+ "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
+}