mirror of https://github.com/microsoft/autogen.git
883 lines
462 KiB
Plaintext
883 lines
462 KiB
Plaintext
{
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"cells": [
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{
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"cell_type": "markdown",
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"id": "2c75da30",
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"metadata": {},
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"source": [
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"# Agent Chat with Multimodal Models: LLaVA\n",
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"\n",
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"This notebook uses **LLaVA** as an example for the multimodal feature. More information about LLaVA can be found in their [GitHub page](https://github.com/haotian-liu/LLaVA)\n",
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"\n",
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"\n",
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"This notebook contains the following information and examples:\n",
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"\n",
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"1. Setup LLaVA Model\n",
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" - Option 1: Use [API calls from `Replicate`](#replicate)\n",
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" - Option 2: Setup [LLaVA locally (requires GPU)](#local)\n",
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"2. Application 1: [Image Chat](#app-1)\n",
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"3. Application 2: [Figure Creator](#app-2)"
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]
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},
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{
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"cell_type": "markdown",
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"id": "5f51914c",
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"metadata": {},
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"source": [
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"### Before everything starts, install AutoGen with the `lmm` option\n",
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"```bash\n",
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"pip install \"pyautogen[lmm]>=0.2.3\"\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": 1,
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"id": "b1ffe2ab",
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"metadata": {},
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"outputs": [],
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"source": [
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"# We use this variable to control where you want to host LLaVA, locally or remotely?\n",
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"# More details in the two setup options below.\n",
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"import json\n",
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"import os\n",
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"import random\n",
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"import time\n",
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"from typing import Any, Callable, Dict, List, Optional, Tuple, Type, Union\n",
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"\n",
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"import matplotlib.pyplot as plt\n",
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"import requests\n",
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"from PIL import Image\n",
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"from termcolor import colored\n",
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"\n",
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"import autogen\n",
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"from autogen import Agent, AssistantAgent, ConversableAgent, UserProxyAgent\n",
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"from autogen.agentchat.contrib.llava_agent import LLaVAAgent, llava_call\n",
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"\n",
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"LLAVA_MODE = \"remote\" # Either \"local\" or \"remote\"\n",
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"assert LLAVA_MODE in [\"local\", \"remote\"]"
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]
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},
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{
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"cell_type": "markdown",
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"id": "acc4703b",
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"metadata": {},
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"source": [
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"<a id=\"replicate\"></a>\n",
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"## (Option 1, preferred) Use API Calls from Replicate [Remote]\n",
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"We can also use [Replicate](https://replicate.com/yorickvp/llava-13b/api) to use LLaVA directly, which will host the model for you.\n",
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"\n",
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"1. Run `pip install replicate` to install the package\n",
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"2. You need to get an API key from Replicate from your [account setting page](https://replicate.com/account/api-tokens)\n",
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"3. Next, copy your API token and authenticate by setting it as an environment variable:\n",
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" `export REPLICATE_API_TOKEN=<paste-your-token-here>` \n",
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"4. You need to enter your credit card information for Replicate 🥲\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": 3,
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"id": "f650bf3d",
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"metadata": {},
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"outputs": [],
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"source": [
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"# pip install replicate\n",
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"# import os\n",
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"## alternatively, you can put your API key here for the environment variable.\n",
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"# os.environ[\"REPLICATE_API_TOKEN\"] = \"r8_xyz your api key goes here~\""
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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": 4,
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"id": "267ffd78",
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"metadata": {},
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"outputs": [],
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"source": [
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"if LLAVA_MODE == \"remote\":\n",
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" import replicate\n",
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"\n",
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" llava_config_list = [\n",
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" {\n",
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" \"model\": \"whatever, will be ignored for remote\", # The model name doesn't matter here right now.\n",
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" \"api_key\": \"None\", # Note that you have to setup the API key with os.environ[\"REPLICATE_API_TOKEN\"]\n",
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" \"base_url\": \"yorickvp/llava-13b:2facb4a474a0462c15041b78b1ad70952ea46b5ec6ad29583c0b29dbd4249591\",\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": "markdown",
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"id": "1805e4bd",
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"metadata": {},
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"source": [
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"<a id=\"local\"></a>\n",
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"## [Option 2] Setup LLaVA Locally\n",
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"\n",
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"\n",
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"## Install the LLaVA library\n",
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"\n",
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"Please follow the LLaVA GitHub [page](https://github.com/haotian-liu/LLaVA/) to install LLaVA.\n",
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"\n",
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"\n",
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"#### Download the package\n",
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"```bash\n",
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"git clone https://github.com/haotian-liu/LLaVA.git\n",
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"cd LLaVA\n",
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"```\n",
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"\n",
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"#### Install the inference package\n",
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"```bash\n",
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"conda create -n llava python=3.10 -y\n",
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"conda activate llava\n",
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"pip install --upgrade pip # enable PEP 660 support\n",
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"pip install -e .\n",
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"```\n",
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"\n",
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"\n",
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"\n",
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"Some helpful packages and dependencies:\n",
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"```bash\n",
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"conda install -c nvidia cuda-toolkit\n",
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"```\n",
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"\n",
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"\n",
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"### Launch\n",
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"\n",
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"In one terminal, start the controller first:\n",
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"```bash\n",
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"python -m llava.serve.controller --host 0.0.0.0 --port 10000\n",
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"```\n",
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"\n",
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"\n",
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"Then, in another terminal, start the worker, which will load the model to the GPU:\n",
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"```bash\n",
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"python -m llava.serve.model_worker --host 0.0.0.0 --controller http://localhost:10000 --port 40000 --worker http://localhost:40000 --model-path liuhaotian/llava-v1.5-13b\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": 5,
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"id": "93bf7915",
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"metadata": {},
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"outputs": [],
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"source": [
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"# Run this code block only if you want to run LlaVA locally\n",
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"if LLAVA_MODE == \"local\":\n",
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" llava_config_list = [\n",
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" {\n",
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" \"model\": \"llava-v1.5-13b\",\n",
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" \"api_key\": \"None\",\n",
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" \"base_url\": \"http://0.0.0.0:10000\",\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": "markdown",
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"id": "307852dd",
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"metadata": {},
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"source": [
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"# Multimodal Functions\n",
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"\n",
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"We cal test the `llava_call` function with the following AutoGen image.\n",
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"![](https://raw.githubusercontent.com/microsoft/autogen/main/website/static/img/autogen_agentchat.png)\n"
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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": 7,
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"id": "7c1be77f",
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"metadata": {},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"The AutoGen framework is a tool for creating and managing conversational agents. It allows for the creation of multiple-agent conversations, enabling complex interactions between different agents. The framework is designed to be flexible and scalable, allowing for the addition of new agents and conversations as needed.\n",
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"\n",
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"The framework consists of three main components:\n",
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"\n",
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"1. Agents: These are the individual conversational entities that can be created and managed within the framework. Each agent has its own unique set of conversational capabilities and can engage in conversations with other agents.\n",
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"\n",
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"2. Conversations: These are the interactions between agents, which can be managed and directed by the framework. Conversations can be structured and organized to facilitate efficient communication between agents.\n",
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"\n",
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"3. Flexibility: The framework is designed to be flexible, allowing for the addition of new agents and conversations as needed. This flexibility enables the framework to adapt to changing requirements and facilitate the development of more complex conversational systems.\n"
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]
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}
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],
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"source": [
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"rst = llava_call(\n",
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" \"Describe this AutoGen framework <img https://raw.githubusercontent.com/microsoft/autogen/main/website/static/img/autogen_agentchat.png> with bullet points.\",\n",
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" llm_config={\"config_list\": llava_config_list, \"temperature\": 0},\n",
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")\n",
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"\n",
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"print(rst)"
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]
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},
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{
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"cell_type": "markdown",
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"id": "7e4faf59",
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"metadata": {},
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"source": [
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"<a id=\"app-1\"></a>\n",
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"## Application 1: Image Chat\n",
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"\n",
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"In this section, we present a straightforward dual-agent architecture to enable user to chat with a multimodal agent.\n",
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"\n",
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"\n",
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"First, we show this image and ask a question.\n",
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"![](https://th.bing.com/th/id/R.422068ce8af4e15b0634fe2540adea7a?rik=y4OcXBE%2fqutDOw&pid=ImgRaw&r=0)"
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]
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},
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{
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"cell_type": "markdown",
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"id": "e3d5580e",
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"metadata": {},
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"source": [
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"Within the user proxy agent, we can decide to activate the human input mode or not (for here, we use human_input_mode=\"NEVER\" for conciseness). This allows you to interact with LLaVA in a multi-round dialogue, enabling you to provide feedback as the conversation unfolds."
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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": 9,
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"id": "67157629",
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"metadata": {
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"scrolled": false
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},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"\u001b[33mUser_proxy\u001b[0m (to image-explainer):\n",
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"\n",
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"What's the breed of this dog? \n",
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"<image>.\n",
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"\n",
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"--------------------------------------------------------------------------------\n",
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"\u001b[31m\n",
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">>>>>>>> USING AUTO REPLY...\u001b[0m\n",
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"\u001b[34mYou are an AI agent and you can view images.\n",
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"###Human: What's the breed of this dog? \n",
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"<image>.\n",
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"\n",
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"###Assistant: \u001b[0m\n",
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"\u001b[33mimage-explainer\u001b[0m (to User_proxy):\n",
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"\n",
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"The breed of the dog in the image is a poodle.\n",
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"\n",
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"--------------------------------------------------------------------------------\n"
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]
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}
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],
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"source": [
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"image_agent = LLaVAAgent(\n",
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" name=\"image-explainer\",\n",
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" max_consecutive_auto_reply=10,\n",
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" llm_config={\"config_list\": llava_config_list, \"temperature\": 0.5, \"max_new_tokens\": 1000},\n",
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")\n",
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"\n",
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"user_proxy = autogen.UserProxyAgent(\n",
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" name=\"User_proxy\",\n",
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" system_message=\"A human admin.\",\n",
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" code_execution_config={\n",
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" \"last_n_messages\": 3,\n",
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" \"work_dir\": \"groupchat\",\n",
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" \"use_docker\": False,\n",
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" }, # Please set use_docker=True if docker is available to run the generated code. Using docker is safer than running the generated code directly.\n",
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" human_input_mode=\"NEVER\", # Try between ALWAYS or NEVER\n",
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" max_consecutive_auto_reply=0,\n",
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")\n",
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"\n",
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"# Ask the question with an image\n",
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"user_proxy.initiate_chat(\n",
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" image_agent,\n",
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" message=\"\"\"What's the breed of this dog?\n",
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"<img https://th.bing.com/th/id/R.422068ce8af4e15b0634fe2540adea7a?rik=y4OcXBE%2fqutDOw&pid=ImgRaw&r=0>.\"\"\",\n",
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")"
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]
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},
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{
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"cell_type": "markdown",
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"id": "3f60521d",
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"metadata": {},
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"source": [
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"Now, input another image, and ask a followup question.\n",
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"\n",
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"![](https://th.bing.com/th/id/OIP.29Mi2kJmcHHyQVGe_0NG7QHaEo?pid=ImgDet&rs=1)"
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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": 10,
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"id": "73a2b234",
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"metadata": {
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"scrolled": false
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},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"\u001b[33mUser_proxy\u001b[0m (to image-explainer):\n",
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"\n",
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"What is this breed? \n",
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"<image>\n",
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"\n",
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"Among the breeds, which one barks less?\n",
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"\n",
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"--------------------------------------------------------------------------------\n",
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"\u001b[31m\n",
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">>>>>>>> USING AUTO REPLY...\u001b[0m\n",
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"\u001b[34mYou are an AI agent and you can view images.\n",
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"###Human: What's the breed of this dog? \n",
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"<image>.\n",
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"###Assistant: The breed of the dog in the image is a poodle.\n",
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"###Human: What is this breed? \n",
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"<image>\n",
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"\n",
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"Among the breeds, which one barks less?\n",
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"\n",
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"###Assistant: \u001b[0m\n",
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"\u001b[33mimage-explainer\u001b[0m (to User_proxy):\n",
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"\n",
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"Among the breeds, poodles tend to bark less compared to other breeds. However, it is important to note that individual dogs may have different temperaments and barking habits, regardless of their breed.\n",
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"\n",
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"--------------------------------------------------------------------------------\n"
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]
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}
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],
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"source": [
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"# Ask the question with an image\n",
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"user_proxy.send(\n",
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" message=\"\"\"What is this breed?\n",
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"<img https://th.bing.com/th/id/OIP.29Mi2kJmcHHyQVGe_0NG7QHaEo?pid=ImgDet&rs=1>\n",
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"\n",
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"Among the breeds, which one barks less?\"\"\",\n",
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" recipient=image_agent,\n",
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")"
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]
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},
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{
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"cell_type": "markdown",
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"id": "0c40d0eb",
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"metadata": {},
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"source": [
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"<a id=\"app-2\"></a>\n",
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"## Application 2: Figure Creator\n",
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"\n",
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"Here, we define a `FigureCreator` agent, which contains three child agents: commander, coder, and critics.\n",
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"\n",
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"- Commander: interacts with users, runs code, and coordinates the flow between the coder and critics.\n",
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"- Coder: writes code for visualization.\n",
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"- Critics: LLaVA-based agent that provides comments and feedback on the generated image."
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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": 11,
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"id": "e8eca993",
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"metadata": {},
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"outputs": [],
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"source": [
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"class FigureCreator(AssistantAgent):\n",
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" def __init__(self, n_iters=2, **kwargs):\n",
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" \"\"\"\n",
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" Initializes a FigureCreator instance.\n",
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"\n",
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" This agent facilitates the creation of visualizations through a collaborative effort among its child agents: commander, coder, and critics.\n",
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"\n",
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" Parameters:\n",
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" - n_iters (int, optional): The number of \"improvement\" iterations to run. Defaults to 2.\n",
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" - **kwargs: keyword arguments for the parent AssistantAgent.\n",
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" \"\"\"\n",
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" super().__init__(**kwargs)\n",
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" self.register_reply([Agent, None], reply_func=FigureCreator._reply_user, position=0)\n",
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" self._n_iters = n_iters\n",
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"\n",
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" def _reply_user(self, messages=None, sender=None, config=None):\n",
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" if all((messages is None, sender is None)):\n",
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" error_msg = f\"Either {messages=} or {sender=} must be provided.\"\n",
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" logger.error(error_msg) # noqa: F821\n",
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" raise AssertionError(error_msg)\n",
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"\n",
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" if messages is None:\n",
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" messages = self._oai_messages[sender]\n",
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"\n",
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" user_question = messages[-1][\"content\"]\n",
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"\n",
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" ### Define the agents\n",
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" commander = AssistantAgent(\n",
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" name=\"Commander\",\n",
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" human_input_mode=\"NEVER\",\n",
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" max_consecutive_auto_reply=10,\n",
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" system_message=\"Help me run the code, and tell other agents it is in the <img result.jpg> file location.\",\n",
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" is_termination_msg=lambda x: x.get(\"content\", \"\").rstrip().endswith(\"TERMINATE\"),\n",
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" code_execution_config={\n",
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" \"last_n_messages\": 3,\n",
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" \"work_dir\": \".\",\n",
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" \"use_docker\": False,\n",
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" }, # Please set use_docker=True if docker is available to run the generated code. Using docker is safer than running the generated code directly.\n",
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" llm_config=self.llm_config,\n",
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" )\n",
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"\n",
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" critics = LLaVAAgent(\n",
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" name=\"Critics\",\n",
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" system_message=\"\"\"Criticize the input figure. How to replot the figure so it will be better? Find bugs and issues for the figure.\n",
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" Pay attention to the color, format, and presentation. Keep in mind of the reader-friendliness.\n",
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" If you think the figures is good enough, then simply say NO_ISSUES\"\"\",\n",
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" llm_config={\"config_list\": llava_config_list},\n",
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" human_input_mode=\"NEVER\",\n",
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" max_consecutive_auto_reply=1,\n",
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" # use_docker=False,\n",
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" )\n",
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"\n",
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" coder = AssistantAgent(\n",
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" name=\"Coder\",\n",
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" llm_config=self.llm_config,\n",
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" )\n",
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"\n",
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" coder.update_system_message(\n",
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" coder.system_message\n",
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" + \"ALWAYS save the figure in `result.jpg` file. Tell other agents it is in the <img result.jpg> file location.\"\n",
|
|
" )\n",
|
|
"\n",
|
|
" # Data flow begins\n",
|
|
" commander.initiate_chat(coder, message=user_question)\n",
|
|
" img = Image.open(\"result.jpg\")\n",
|
|
" plt.imshow(img)\n",
|
|
" plt.axis(\"off\") # Hide the axes\n",
|
|
" plt.show()\n",
|
|
"\n",
|
|
" for i in range(self._n_iters):\n",
|
|
" commander.send(message=\"Improve <img result.jpg>\", recipient=critics, request_reply=True)\n",
|
|
"\n",
|
|
" feedback = commander._oai_messages[critics][-1][\"content\"]\n",
|
|
" if feedback.find(\"NO_ISSUES\") >= 0:\n",
|
|
" break\n",
|
|
" commander.send(\n",
|
|
" message=\"Here is the feedback to your figure. Please improve! Save the result to `result.jpg`\\n\"\n",
|
|
" + feedback,\n",
|
|
" recipient=coder,\n",
|
|
" request_reply=True,\n",
|
|
" )\n",
|
|
" img = Image.open(\"result.jpg\")\n",
|
|
" plt.imshow(img)\n",
|
|
" plt.axis(\"off\") # Hide the axes\n",
|
|
" plt.show()\n",
|
|
"\n",
|
|
" return True, \"result.jpg\""
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 12,
|
|
"id": "977b9017",
|
|
"metadata": {
|
|
"scrolled": false
|
|
},
|
|
"outputs": [
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"\u001b[33mUser\u001b[0m (to Figure Creator~):\n",
|
|
"\n",
|
|
"\n",
|
|
"Plot a figure by using the data from:\n",
|
|
"https://raw.githubusercontent.com/vega/vega/main/docs/data/seattle-weather.csv\n",
|
|
"\n",
|
|
"I want to show both temperature high and low.\n",
|
|
"\n",
|
|
"\n",
|
|
"--------------------------------------------------------------------------------\n",
|
|
"\u001b[33mCommander\u001b[0m (to Coder):\n",
|
|
"\n",
|
|
"\n",
|
|
"Plot a figure by using the data from:\n",
|
|
"https://raw.githubusercontent.com/vega/vega/main/docs/data/seattle-weather.csv\n",
|
|
"\n",
|
|
"I want to show both temperature high and low.\n",
|
|
"\n",
|
|
"\n",
|
|
"--------------------------------------------------------------------------------\n",
|
|
"\u001b[33mCoder\u001b[0m (to Commander):\n",
|
|
"\n",
|
|
"First, we will download the CSV file, then we will parse it using pandas, a popular data analysis library in Python. After that, we will plot the data using matplotlib.\n",
|
|
"\n",
|
|
"This is how we could do this:\n",
|
|
"\n",
|
|
"```python\n",
|
|
"import pandas as pd\n",
|
|
"import matplotlib.pyplot as plt\n",
|
|
"\n",
|
|
"# Step 1: Load the Data\n",
|
|
"url = \"https://raw.githubusercontent.com/vega/vega/main/docs/data/seattle-weather.csv\"\n",
|
|
"data = pd.read_csv(url)\n",
|
|
"\n",
|
|
"# Step 2: Parse the date to datetime format\n",
|
|
"data['date'] = pd.to_datetime(data['date'])\n",
|
|
"\n",
|
|
"# Step 3: Plot the Data\n",
|
|
"plt.figure(figsize=(10,6))\n",
|
|
"plt.plot(data['date'], data['temp_max'], label='Temp Max')\n",
|
|
"plt.plot(data['date'], data['temp_min'], label='Temp Min')\n",
|
|
"\n",
|
|
"plt.title('Seattle Weather')\n",
|
|
"plt.xlabel('Date')\n",
|
|
"plt.ylabel('Temperature (F)')\n",
|
|
"plt.legend()\n",
|
|
"plt.grid()\n",
|
|
"\n",
|
|
"# Save the figure\n",
|
|
"plt.savefig('result.jpg')\n",
|
|
"\n",
|
|
"# Display the plot\n",
|
|
"plt.show()\n",
|
|
"```\n",
|
|
"\n",
|
|
"When you run this code, it will load the data from the given URL, parse the 'date' column to datetime format, then plot the \"temp_max\" and \"temp_min\" over time. The resulting plot is then shown to you. The plot will automatically be saved as 'result.jpg' in the current directory. I will also submit these instructions to other agents.\n",
|
|
"\n",
|
|
"--------------------------------------------------------------------------------\n",
|
|
"\u001b[31m\n",
|
|
">>>>>>>> EXECUTING CODE BLOCK 0 (inferred language is python)...\u001b[0m\n",
|
|
"\u001b[33mCommander\u001b[0m (to Coder):\n",
|
|
"\n",
|
|
"exitcode: 0 (execution succeeded)\n",
|
|
"Code output: \n",
|
|
"Figure(1000x600)\n",
|
|
"\n",
|
|
"\n",
|
|
"--------------------------------------------------------------------------------\n",
|
|
"\u001b[33mCoder\u001b[0m (to Commander):\n",
|
|
"\n",
|
|
"Great! The code has successfully executed and the plot was generated and saved as `result.jpg`. \n",
|
|
"\n",
|
|
"If you check the working directory, you should find the figure saved as `result.jpg`.\n",
|
|
"\n",
|
|
"Let me know if you need help with anything else.\n",
|
|
"\n",
|
|
"TERMINATE\n",
|
|
"\n",
|
|
"--------------------------------------------------------------------------------\n"
|
|
]
|
|
},
|
|
{
|
|
"data": {
|
|
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",
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"text/plain": [
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"<Figure size 640x480 with 1 Axes>"
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]
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},
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"metadata": {},
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"output_type": "display_data"
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},
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"\u001b[33mCommander\u001b[0m (to Critics):\n",
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"\n",
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"Improve <image>\n",
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"\n",
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"--------------------------------------------------------------------------------\n",
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"\u001b[34mCriticize the input figure. How to replot the figure so it will be better? Find bugs and issues for the figure. \n",
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" Pay attention to the color, format, and presentation. Keep in mind of the reader-friendliness.\n",
|
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" If you think the figures is good enough, then simply say NO_ISSUES\n",
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"###Human: Improve <image>\n",
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"\n",
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"###Assistant: \u001b[0m\n",
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"\u001b[33mCritics\u001b[0m (to Commander):\n",
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"\n",
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"The input figure shows a graph of Seattle weather, with a blue line representing the temperature and an orange line representing the humidity. The graph is displayed on a white background, with the title \"Seattle Weather\" at the top.\n",
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"\n",
|
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"There are a few issues with the figure that could be improved:\n",
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"\n",
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"1. The color scheme for the temperature and humidity lines is not clear. The blue line represents the temperature, but it is not immediately clear to the viewer. A more distinct color or labeling could help clarify this.\n",
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"2. The graph does not have any axis labels or units, making it difficult for the viewer to understand the scale and units of the temperature and humidity values.\n",
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"3. The graph is not well-organized, with the temperature and humidity lines overlapping and not clearly separated. A more organized layout could help the viewer better understand the relationship between the two variables.\n",
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"\n",
|
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"To improve the figure, the following changes could be made:\n",
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"\n",
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"1. Use a more distinct color for the temperature line, such as red, and label it with a clear title, such as \"Temperature (°C)\".\n",
|
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"2. Add axis labels for both the temperature and humidity lines, indicating the units and scale of the values.\n",
|
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"3. Separate the temperature and humidity lines, either by using different colors or by adding a clear separation between them.\n",
|
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"4. Consider adding a legend or key to help the viewer understand the meaning of the different colors and lines on the graph.\n",
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"\n",
|
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"By making these changes, the figure will be more reader-friendly and easier to understand.\n",
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|
"\n",
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"--------------------------------------------------------------------------------\n",
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"\u001b[33mCommander\u001b[0m (to Coder):\n",
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"\n",
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"Here is the feedback to your figure. Please improve! Save the result to `result.jpg`\n",
|
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"The input figure shows a graph of Seattle weather, with a blue line representing the temperature and an orange line representing the humidity. The graph is displayed on a white background, with the title \"Seattle Weather\" at the top.\n",
|
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"\n",
|
|
"There are a few issues with the figure that could be improved:\n",
|
|
"\n",
|
|
"1. The color scheme for the temperature and humidity lines is not clear. The blue line represents the temperature, but it is not immediately clear to the viewer. A more distinct color or labeling could help clarify this.\n",
|
|
"2. The graph does not have any axis labels or units, making it difficult for the viewer to understand the scale and units of the temperature and humidity values.\n",
|
|
"3. The graph is not well-organized, with the temperature and humidity lines overlapping and not clearly separated. A more organized layout could help the viewer better understand the relationship between the two variables.\n",
|
|
"\n",
|
|
"To improve the figure, the following changes could be made:\n",
|
|
"\n",
|
|
"1. Use a more distinct color for the temperature line, such as red, and label it with a clear title, such as \"Temperature (°C)\".\n",
|
|
"2. Add axis labels for both the temperature and humidity lines, indicating the units and scale of the values.\n",
|
|
"3. Separate the temperature and humidity lines, either by using different colors or by adding a clear separation between them.\n",
|
|
"4. Consider adding a legend or key to help the viewer understand the meaning of the different colors and lines on the graph.\n",
|
|
"\n",
|
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"By making these changes, the figure will be more reader-friendly and easier to understand.\n",
|
|
"\n",
|
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"--------------------------------------------------------------------------------\n",
|
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"\u001b[33mCoder\u001b[0m (to Commander):\n",
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"\n",
|
|
"Thank you for your feedback. I will indeed make the improvements accordingly. This time, each graph line will be labeled showing which indicates \"Temp Max\" and which indicates \"Temp Min\". I will also assign a red color to the line representing \"Temp Max\" and a blue color to the line representing \"Temp Min\". I will make sure the axes have the appropriate labels. \n",
|
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"\n",
|
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"Follow this code and it will improve your figure and saved as `result.jpg`:\n",
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"\n",
|
|
"```python\n",
|
|
"import pandas as pd\n",
|
|
"import matplotlib.pyplot as plt\n",
|
|
"\n",
|
|
"# Step 1: Load the Data\n",
|
|
"url = \"https://raw.githubusercontent.com/vega/vega/main/docs/data/seattle-weather.csv\"\n",
|
|
"data = pd.read_csv(url)\n",
|
|
"\n",
|
|
"# Step 2: Parse the date to datetime format\n",
|
|
"data['date'] = pd.to_datetime(data['date'])\n",
|
|
"\n",
|
|
"# Step 3: Plot the Data\n",
|
|
"plt.figure(figsize=(10,6))\n",
|
|
"plt.plot(data['date'], data['temp_max'], color='red', label='Temp Max')\n",
|
|
"plt.plot(data['date'], data['temp_min'], color='blue', label='Temp Min')\n",
|
|
"\n",
|
|
"plt.title('Seattle Weather')\n",
|
|
"plt.xlabel('Date')\n",
|
|
"plt.ylabel('Temperature (F)')\n",
|
|
"plt.legend()\n",
|
|
"plt.grid()\n",
|
|
"\n",
|
|
"# Save the figure\n",
|
|
"plt.savefig('result.jpg')\n",
|
|
"\n",
|
|
"# Display the plot\n",
|
|
"plt.show()\n",
|
|
"\n",
|
|
"```\n",
|
|
"\n",
|
|
"This code improves upon the previous one by adding distinct colors for the temperature max and min lines (red and blue, respectively), labeling each line, and providing proper axes labels. The result will be a plot that is more reader-friendly and easier to understand. The plot will automatically be saved as 'result.jpg' in the current directory. I will also submit these instructions to other agents.\n",
|
|
"\n",
|
|
"--------------------------------------------------------------------------------\n",
|
|
"\u001b[31m\n",
|
|
">>>>>>>> EXECUTING CODE BLOCK 0 (inferred language is python)...\u001b[0m\n",
|
|
"\u001b[33mCommander\u001b[0m (to Coder):\n",
|
|
"\n",
|
|
"exitcode: 0 (execution succeeded)\n",
|
|
"Code output: \n",
|
|
"Figure(1000x600)\n",
|
|
"\n",
|
|
"\n",
|
|
"--------------------------------------------------------------------------------\n",
|
|
"\u001b[33mCoder\u001b[0m (to Commander):\n",
|
|
"\n",
|
|
"Great, the code has been successfully executed and the updates have been made based on the feedback. \n",
|
|
"\n",
|
|
"You should now have a more reader-friendly plot, with clear distinction between maximum and minimum temperatures, and more evident axis labels. This updated figure is saved as `result.jpg` in your current directory.\n",
|
|
"\n",
|
|
"If you need further improvements or need assistance with something else, feel free to ask.\n",
|
|
"\n",
|
|
"TERMINATE\n",
|
|
"\n",
|
|
"--------------------------------------------------------------------------------\n"
|
|
]
|
|
},
|
|
{
|
|
"data": {
|
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"image/png": 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",
|
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"text/plain": [
|
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"<Figure size 640x480 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
},
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
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"text": [
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"\u001b[33mCommander\u001b[0m (to Critics):\n",
|
|
"\n",
|
|
"Improve <image>\n",
|
|
"\n",
|
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"--------------------------------------------------------------------------------\n",
|
|
"\u001b[33mCommander\u001b[0m (to Coder):\n",
|
|
"\n",
|
|
"Here is the feedback to your figure. Please improve! Save the result to `result.jpg`\n",
|
|
"Improve <img result.jpg>\n",
|
|
"\n",
|
|
"--------------------------------------------------------------------------------\n",
|
|
"\u001b[33mCoder\u001b[0m (to Commander):\n",
|
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"\n",
|
|
"I apologize for the misunderstanding, but without more specific feedback about the figure, it's difficult to understand what improvements are needed. As of now, the figure includes distinct colors for max and min temperatures, clear labeling of lines, and proper axis labels.\n",
|
|
"\n",
|
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"However, if you want to improve visual clarity, you can try:\n",
|
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"\n",
|
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"- Changing the line style (making one of them dotted, for instance).\n",
|
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"- Adding a title to the legend for better clarification.\n",
|
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"- Changing the figure size for a improved view.\n",
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"\n",
|
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"Here is the modified code:\n",
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"\n",
|
|
"```python\n",
|
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"import pandas as pd\n",
|
|
"import matplotlib.pyplot as plt\n",
|
|
"\n",
|
|
"# Step 1: Load the Data\n",
|
|
"url = \"https://raw.githubusercontent.com/vega/vega/main/docs/data/seattle-weather.csv\"\n",
|
|
"data = pd.read_csv(url)\n",
|
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"\n",
|
|
"# Step 2: Parse the date to datetime format\n",
|
|
"data['date'] = pd.to_datetime(data['date'])\n",
|
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"\n",
|
|
"# Step 3: Plot the Data\n",
|
|
"plt.figure(figsize=(12,8))\n",
|
|
"plt.plot(data['date'], data['temp_max'], 'r-', label='Temp Max')\n",
|
|
"plt.plot(data['date'], data['temp_min'], 'b--', label='Temp Min')\n",
|
|
"\n",
|
|
"plt.title('Seattle Weather')\n",
|
|
"plt.xlabel('Date')\n",
|
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"plt.ylabel('Temperature (F)')\n",
|
|
"plt.legend(title='Temperature')\n",
|
|
"\n",
|
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"plt.grid()\n",
|
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"\n",
|
|
"# Save the figure\n",
|
|
"plt.savefig('result.jpg')\n",
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"\n",
|
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"# Display the plot\n",
|
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"plt.show()\n",
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"\n",
|
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"```\n",
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"\n",
|
|
"This code changes the line style for the min temperature to dots for better distinction. Adjusts the figure size for a better representation and adds a title to the legend. The plot will automatically be saved as 'result.jpg' in the current directory. You are encouraged to run this code and I will also submit these instructions to other agents.\n",
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|
"\n",
|
|
"--------------------------------------------------------------------------------\n",
|
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"\u001b[31m\n",
|
|
">>>>>>>> EXECUTING CODE BLOCK 0 (inferred language is python)...\u001b[0m\n",
|
|
"\u001b[33mCommander\u001b[0m (to Coder):\n",
|
|
"\n",
|
|
"exitcode: 0 (execution succeeded)\n",
|
|
"Code output: \n",
|
|
"Figure(1200x800)\n",
|
|
"\n",
|
|
"\n",
|
|
"--------------------------------------------------------------------------------\n",
|
|
"\u001b[33mCoder\u001b[0m (to Commander):\n",
|
|
"\n",
|
|
"Great! The code has successfully executed and the plot was generated and saved as `result.jpg`. The figure now includes distinct colors for max and min temperatures, different line styles, and a clearer legend.\n",
|
|
"\n",
|
|
"You will find the figure saved as 'result.jpg' in your current directory.\n",
|
|
"\n",
|
|
"If you need any further improvements or other assistance, please let me know.\n",
|
|
"\n",
|
|
"TERMINATE\n",
|
|
"\n",
|
|
"--------------------------------------------------------------------------------\n"
|
|
]
|
|
},
|
|
{
|
|
"data": {
|
|
"image/png": 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",
|
|
"text/plain": [
|
|
"<Figure size 640x480 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
},
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"\u001b[33mFigure Creator~\u001b[0m (to User):\n",
|
|
"\n",
|
|
"result.jpg\n",
|
|
"\n",
|
|
"--------------------------------------------------------------------------------\n"
|
|
]
|
|
}
|
|
],
|
|
"source": [
|
|
"config_list_gpt4 = autogen.config_list_from_json(\n",
|
|
" \"OAI_CONFIG_LIST\",\n",
|
|
" filter_dict={\n",
|
|
" \"model\": [\"gpt-4\", \"gpt-4-0314\", \"gpt4\", \"gpt-4-32k\", \"gpt-4-32k-0314\", \"gpt-4-32k-v0314\"],\n",
|
|
" },\n",
|
|
")\n",
|
|
"\n",
|
|
"gpt4_llm_config = {\"config_list\": config_list_gpt4, \"cache_seed\": 42}\n",
|
|
"\n",
|
|
"# config_list_gpt35 = autogen.config_list_from_json(\n",
|
|
"# \"OAI_CONFIG_LIST\",\n",
|
|
"# filter_dict={\n",
|
|
"# \"model\": [\"gpt-35-turbo\", \"gpt-3.5-turbo\"],\n",
|
|
"# },\n",
|
|
"# )\n",
|
|
"\n",
|
|
"# gpt35_llm_config = {\"config_list\": config_list_gpt35, \"cache_seed\": 42}\n",
|
|
"\n",
|
|
"\n",
|
|
"creator = FigureCreator(name=\"Figure Creator~\", llm_config=gpt4_llm_config)\n",
|
|
"\n",
|
|
"user_proxy = autogen.UserProxyAgent(\n",
|
|
" name=\"User\", human_input_mode=\"NEVER\", max_consecutive_auto_reply=0, code_execution_config={\"use_docker\": False}\n",
|
|
") # Please set use_docker=True if docker is available to run the generated code. Using docker is safer than running the generated code directly.\n",
|
|
"\n",
|
|
"user_proxy.initiate_chat(\n",
|
|
" creator,\n",
|
|
" message=\"\"\"\n",
|
|
"Plot a figure by using the data from:\n",
|
|
"https://raw.githubusercontent.com/vega/vega/main/docs/data/seattle-weather.csv\n",
|
|
"\n",
|
|
"I want to show both temperature high and low.\n",
|
|
"\"\"\",\n",
|
|
")"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 13,
|
|
"id": "f0a58827",
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"if os.path.exists(\"result.jpg\"):\n",
|
|
" os.remove(\"result.jpg\") # clean up"
|
|
]
|
|
}
|
|
],
|
|
"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": "3.9.16"
|
|
}
|
|
},
|
|
"nbformat": 4,
|
|
"nbformat_minor": 5
|
|
}
|