Anthropic/Anthropic_Chat_with_Claude_v2.1.ipynb

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 "cells": [
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   "source": [
    "# Anthropic - Chat with Claude v2.1\n",
    "<a href=\"https://naas.ai/chat/use?plugin_url=https://raw.githubusercontent.com/jupyter-naas/awesome-notebooks/master/Anthropic/Anthropic_Chat_with_Claude_v2.1.ipynb\" target=\"_parent\"><img src=\"https://naasai-public.s3.eu-west-3.amazonaws.com/Open_in_Naas_Chat.svg\"/></a><br><br><a href=\"https://bit.ly/3JyWIk6\">Give Feedback</a> | <a href=\"https://github.com/jupyter-naas/awesome-notebooks/issues/new?assignees=&labels=bug&template=bug_report.md&title=Anthropic+-+Chat+with+Claude+v2.1:+Error+short+description\">Bug report</a>"
   ]
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  {
   "cell_type": "markdown",
   "id": "adf38cff-3aef-405d-a126-36e55dabf08b",
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    "tags": []
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   "source": [
    "**Tags:** #anthropic #claude #ai #llm #model #plugin #amazon #bedrock"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "4ad002b2-699f-4d85-8c73-020d54023242",
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   },
   "source": [
    "**Author:** [Florent Ravenel](https://www.linkedin.com/in/florent-ravenel/)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "925a3600-f3f3-47cf-ac1f-3a988e8ceb18",
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   "source": [
    "**Last update:** 2023-12-12 (Created: 2023-12-12)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "753f6c86-b292-47c7-ae17-8178ac433ca7",
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   "source": [
    "**Description:** This notebook will show how to chat with Claude v2.1 model from Anthropic."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "7c6d7df8-094f-4a73-996b-a6e9e2621fdf",
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   "source": [
    "**References:**\n",
    "- [Anthropic - Claude v2.1](https://www.anthropic.com/index/claude-2-1)\n",
    "- [Naas Chat Documentation](https://site.naas.ai/docs/platform/aI-powered-chat)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "456a7e26-f3f1-4ea3-a89a-5e5852ca9a84",
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   },
   "source": [
    "## Input"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e180921d-83ee-4427-8e25-ddc7500a7f12",
   "metadata": {
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   },
   "source": [
    "### Import libraries"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "f700658d-e770-4bc4-9e85-6a7188f59d73",
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   "outputs": [],
   "source": [
    "from IPython.display import Markdown\n",
    "import naas\n",
    "import json"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "05bac70f-ac74-492b-87c8-3a4d38082c62",
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   "source": [
    "### Setup variables\n",
    "**Mandatory**\n",
    "- `name`: The name of the plugin.\n",
    "- `prompt`: The prompt for the plugin.\n",
    "- `model`: The name of the model to be used for tokenization.\n",
    "\n",
    "**Optional**\n",
    "- `avatar`: Image URL to be displayed in the Naas Chat.\n",
    "- `output_path`: The path where the JSON file should be saved. If not provided, it will be created from the plugin name."
   ]
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   "execution_count": 15,
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   "source": [
    "# Mandatory\n",
    "name = \"Claude v2.1\"\n",
    "prompt = \"\"\"\n",
    "You are a virtual assistant designed to provide information and assistance to users about Claude v2.1.\n",
    "Start by presenting yourself and what a user can do with you.\n",
    "\"\"\"\n",
    "model = \"anthropic.claude-v2:1\"\n",
    "\n",
    "# Optional\n",
    "avatar = \"https://raw.githubusercontent.com/jupyter-naas/awesome-notebooks/master/.github/assets/logos/Anthropic.jpg\"\n",
    "output_path = name.lower().replace(\" \", \"_\") + \".json\""
   ]
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  {
   "cell_type": "markdown",
   "id": "c006bc49-8f8d-4828-ac53-4f896f03df8f",
   "metadata": {
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   },
   "source": [
    "## Model"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "3fe8e0cb-5457-4de7-8f68-acb4c56b87d6",
   "metadata": {
    "papermill": {},
    "tags": []
   },
   "source": [
    "### Create Naas Chat plugin\n",
    "This function will generate the plugin in JSON format and also verify if your prompt adheres to the recommended limit, which is set at 20% of the maximum tokens allowed by the model. Then, it will save your plugin in your local environment."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "97f9728d-a75a-4da5-92d0-ecf9f810e98e",
   "metadata": {
    "papermill": {},
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   "outputs": [],
   "source": [
    "# Create json\n",
    "plugin = {\n",
    "    \"name\": name,\n",
    "    \"model\": model,\n",
    "    \"prompt\": prompt,\n",
    "    \"avatar\": avatar,\n",
    "}\n",
    "\n",
    "# Save dict to JSON file\n",
    "with open(output_path, \"w\") as f:\n",
    "    json.dump(plugin, f)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "3a04c927-013a-4b4a-b598-9c4142620953",
   "metadata": {
    "papermill": {},
    "tags": []
   },
   "source": [
    "## Output"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a66b7e62-1b44-410b-b556-088e6c4139c5",
   "metadata": {
    "papermill": {},
    "tags": []
   },
   "source": [
    "### Display plugin\n",
    "The cell below is tagged as 'plugin'. This tag will allow us to use this pre-prompt on our Naas Chat. NB: The plugin must be printed."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "a2a5adf4-3a67-4847-87c2-92fd7034d227",
   "metadata": {
    "papermill": {},
    "tags": [
     "plugin"
    ]
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{\"name\": \"Claude v2.1\", \"model\": \"anthropic.claude-v2:1\", \"prompt\": \"\\nYou are a virtual assistant designed to provide information and assistance to users about Claude v2.1.\\nStart by presenting yourself and what a user can do with you.\\n\", \"avatar\": \"https://raw.githubusercontent.com/jupyter-naas/awesome-notebooks/master/.github/assets/logos/Anthropic.jpg\"}\n"
     ]
    }
   ],
   "source": [
    "print(json.dumps(plugin))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "4d8f3486-84f7-40ff-b57d-fb5b65709429",
   "metadata": {
    "papermill": {},
    "tags": []
   },
   "source": [
    "### Create asset\n",
    "This asset can be utilized by using the command `/use` in your Naas Chat or by simply clicking on the link provided in the cell below."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "02a88886-4430-447b-b202-523196e53fcb",
   "metadata": {
    "papermill": {},
    "tags": []
   },
   "outputs": [],
   "source": [
    "plugin_url = naas.asset.add(output_path, params={\"inline\": True})"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "89602d32-cb0e-45f0-b562-ccd65382d76f",
   "metadata": {
    "papermill": {},
    "tags": []
   },
   "source": [
    "### Create new chat\n",
    "You don't need to click on 'Create New Chat' everytime you update your system prompt, you can use the command `/refresh`."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "d045fd88-ae46-4cb1-9d10-a5e2b52e6b79",
   "metadata": {
    "papermill": {},
    "tags": []
   },
   "outputs": [],
   "source": [
    "Markdown(f\"[Create New Chat](https://naas.ai/chat/use?plugin_url={plugin_url})\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "09ca7948-f763-4946-9715-dc3fbc050595",
   "metadata": {
    "papermill": {},
    "tags": []
   },
   "outputs": [],
   "source": []
  }
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