mirror of https://github.com/microsoft/autogen.git
332 lines
234 KiB
Plaintext
332 lines
234 KiB
Plaintext
{
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"cells": [
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{
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"cell_type": "markdown",
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"id": "a1bbe66b-3784-4da2-a5ca-5406a4d0c843",
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"metadata": {},
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"source": [
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"# Generate Dalle Images With Conversable Agents"
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]
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},
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{
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"cell_type": "markdown",
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"id": "fa341ad5-32f0-4e4b-8869-e19f19471d81",
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"metadata": {},
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"source": [
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"This notebook illustrates how to add the image generation capability to a conversable agent. \n",
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"\n",
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"````{=mdx}\n",
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":::info Requirements\n",
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"Some extra dependencies are needed for this notebook, which can be installed via pip:\n",
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"\n",
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"```bash\n",
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"pip install pyautogen[lmm]\n",
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"```\n",
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"\n",
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"For more information, please refer to the [installation guide](/docs/installation/).\n",
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":::\n",
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"````\n",
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"First, let's import all the required modules to run this example."
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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": "b3951ffc-ab4e-4bf6-bc36-f0d7f84c5a40",
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"metadata": {},
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"outputs": [],
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"source": [
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"import os\n",
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"import re\n",
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"from typing import Dict, Optional\n",
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"\n",
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"from IPython.display import display\n",
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"from PIL.Image import Image\n",
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"\n",
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"import autogen\n",
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"from autogen.agentchat.contrib import img_utils\n",
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"from autogen.agentchat.contrib.capabilities import generate_images\n",
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"from autogen.cache import Cache\n",
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"from autogen.oai import openai_utils"
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]
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},
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{
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"cell_type": "markdown",
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"id": "156c6db3-fb95-4ff4-803b-81c105a095e2",
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"metadata": {},
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"source": [
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"Let's define our LLM configs."
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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": 2,
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"id": "104db7e8-e30a-4012-916d-5f1622e5da02",
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"metadata": {},
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"outputs": [],
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"source": [
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"gpt_config = {\n",
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" \"config_list\": [{\"model\": \"gpt-4-turbo-preview\", \"api_key\": os.environ[\"OPENAI_API_KEY\"]}],\n",
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" \"timeout\": 120,\n",
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" \"temperature\": 0.7,\n",
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"}\n",
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"gpt_vision_config = {\n",
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" \"config_list\": [{\"model\": \"gpt-4-vision-preview\", \"api_key\": os.environ[\"OPENAI_API_KEY\"]}],\n",
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" \"timeout\": 120,\n",
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" \"temperature\": 0.7,\n",
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"}\n",
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"dalle_config = {\n",
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" \"config_list\": [{\"model\": \"dall-e-3\", \"api_key\": os.environ[\"OPENAI_API_KEY\"]}],\n",
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" \"timeout\": 120,\n",
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" \"temperature\": 0.7,\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": "57cec727-c237-4205-8681-e8a792f0a242",
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"metadata": {},
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"source": [
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"````{=mdx}\n",
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":::tip\n",
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"Learn more about configuring LLMs for agents [here](/docs/topics/llm_configuration).\n",
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":::\n",
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"````\n",
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"\n",
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"Our system will consist of 2 main agents:\n",
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"1. Image generator agent.\n",
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"2. Critic agent.\n",
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"\n",
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"The image generator agent will carry a conversation with the critic, and generate images based on the critic's requests."
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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": "132e57ea-a041-4c4d-99ca-b0616505b6be",
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"metadata": {},
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"outputs": [],
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"source": [
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"CRITIC_SYSTEM_MESSAGE = \"\"\"You need to improve the prompt of the figures you saw.\n",
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"How to create an image that is better in terms of color, shape, text (clarity), and other things.\n",
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"Reply with the following format:\n",
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"\n",
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"CRITICS: the image needs to improve...\n",
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"PROMPT: here is the updated prompt!\n",
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"\n",
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"If you have no critique or a prompt, just say TERMINATE\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": 4,
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"id": "427233a0-190b-4acd-80a3-c5951609b337",
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"metadata": {},
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"outputs": [],
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"source": [
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"def _is_termination_message(msg) -> bool:\n",
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" # Detects if we should terminate the conversation\n",
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" if isinstance(msg.get(\"content\"), str):\n",
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" return msg[\"content\"].rstrip().endswith(\"TERMINATE\")\n",
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" elif isinstance(msg.get(\"content\"), list):\n",
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" for content in msg[\"content\"]:\n",
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" if isinstance(content, dict) and \"text\" in content:\n",
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" return content[\"text\"].rstrip().endswith(\"TERMINATE\")\n",
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" return False\n",
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"\n",
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"\n",
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"def critic_agent() -> autogen.ConversableAgent:\n",
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" return autogen.ConversableAgent(\n",
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" name=\"critic\",\n",
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" llm_config=gpt_vision_config,\n",
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" system_message=CRITIC_SYSTEM_MESSAGE,\n",
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" max_consecutive_auto_reply=3,\n",
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" human_input_mode=\"NEVER\",\n",
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" is_termination_msg=lambda msg: _is_termination_message(msg),\n",
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" )\n",
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"\n",
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"\n",
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"def image_generator_agent() -> autogen.ConversableAgent:\n",
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" # Create the agent\n",
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" agent = autogen.ConversableAgent(\n",
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" name=\"dalle\",\n",
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" llm_config=gpt_vision_config,\n",
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" max_consecutive_auto_reply=3,\n",
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" human_input_mode=\"NEVER\",\n",
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" is_termination_msg=lambda msg: _is_termination_message(msg),\n",
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" )\n",
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"\n",
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" # Add image generation ability to the agent\n",
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" dalle_gen = generate_images.DalleImageGenerator(llm_config=dalle_config)\n",
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" image_gen_capability = generate_images.ImageGeneration(\n",
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" image_generator=dalle_gen, text_analyzer_llm_config=gpt_config\n",
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" )\n",
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"\n",
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" image_gen_capability.add_to_agent(agent)\n",
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" return agent"
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]
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},
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{
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"cell_type": "markdown",
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"id": "38f65910-b811-43f9-b6a0-986b52c83d94",
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"metadata": {},
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"source": [
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"We'll define `extract_img` to help us extract the image generated by the image generator agent."
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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": "ff882a30-0f1f-4c6a-8951-9e11df48bc26",
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"metadata": {},
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"outputs": [],
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"source": [
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"def extract_images(sender: autogen.ConversableAgent, recipient: autogen.ConversableAgent) -> Image:\n",
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" images = []\n",
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" all_messages = sender.chat_messages[recipient]\n",
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"\n",
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" for message in reversed(all_messages):\n",
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" # The GPT-4V format, where the content is an array of data\n",
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" contents = message.get(\"content\", [])\n",
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" for content in contents:\n",
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" if isinstance(content, str):\n",
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" continue\n",
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" if content.get(\"type\", \"\") == \"image_url\":\n",
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" img_data = content[\"image_url\"][\"url\"]\n",
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" images.append(img_utils.get_pil_image(img_data))\n",
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"\n",
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" if not images:\n",
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" raise ValueError(\"No image data found in messages.\")\n",
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"\n",
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" return images"
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]
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},
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{
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"cell_type": "markdown",
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"id": "d804f33b-3fb7-4756-ada8-01da371994bb",
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"metadata": {},
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"source": [
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"Start the converstion"
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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": 6,
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"id": "ed01470b-ad59-483d-990e-772d27e0764a",
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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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"\u001b[33mdalle\u001b[0m (to critic):\n",
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"\n",
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"A happy dog wearing a shirt saying 'I Love AutoGen'. Make sure the text is clear.\n",
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"\n",
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"--------------------------------------------------------------------------------\n",
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"\u001b[33mcritic\u001b[0m (to dalle):\n",
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"\n",
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"CRITICS: the image needs to improve the contrast and size of the text to enhance its clarity, and the shirt's color should not clash with the dog's fur color to maintain a harmonious color scheme.\n",
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"\n",
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"PROMPT: here is the updated prompt!\n",
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"Create an image of a joyful dog with a coat of a contrasting color to its fur, wearing a shirt with bold, large text saying 'I Love AutoGen' for clear readability.\n",
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"\n",
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"--------------------------------------------------------------------------------\n",
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"\u001b[33mdalle\u001b[0m (to critic):\n",
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"\n",
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"I generated an image with the prompt: Joyful dog, contrasting coat color to its fur, shirt with bold, large text \"I Love AutoGen\" for clear readability.<image>\n",
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"\n",
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"--------------------------------------------------------------------------------\n",
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"\u001b[33mcritic\u001b[0m (to dalle):\n",
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"\n",
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"CRITICS: the image effectively showcases a joyful dog with a contrasting shirt color, and the text 'I Love AutoGen' is large and bold, ensuring clear readability.\n",
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"\n",
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"PROMPT: TERMINATE\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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"dalle = image_generator_agent()\n",
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"critic = critic_agent()\n",
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"\n",
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"img_prompt = \"A happy dog wearing a shirt saying 'I Love AutoGen'. Make sure the text is clear.\"\n",
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"# img_prompt = \"Ask me how I'm doing\"\n",
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"\n",
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"result = dalle.initiate_chat(critic, message=img_prompt)"
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]
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},
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{
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"cell_type": "markdown",
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"id": "85846d75-e954-48ba-ab84-9a1a5e1f9204",
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"metadata": {},
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"source": [
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"Let's display all the images that was generated by Dalle"
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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": "dfa623e5-9444-4868-bdaf-ccae85d3ecd5",
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"metadata": {},
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"outputs": [
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{
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"data": {
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"image/jpeg": 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",
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",
|
|
"text/plain": [
|
|
"<PIL.Image.Image image mode=RGB size=300x300>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"images = extract_images(dalle, critic)\n",
|
|
"\n",
|
|
"for image in reversed(images):\n",
|
|
" display(image.resize((300, 300)))"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": null,
|
|
"id": "99994e50-543e-425b-803c-2a7263f16a36",
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": []
|
|
}
|
|
],
|
|
"metadata": {
|
|
"front_matter": {
|
|
"description": "Generate images with conversable agents.",
|
|
"tags": [
|
|
"capability",
|
|
"multimodal"
|
|
]
|
|
},
|
|
"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",
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"pygments_lexer": "ipython3",
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"version": "3.12.2"
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}
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},
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"nbformat": 4,
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"nbformat_minor": 5
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}
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