examples/synthetic_data_generation.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Synthetic Data Generation\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "!!!!\n",
      "DISCLAIMER: TinyTroupe relies on Artificial Intelligence (AI) models to generate content. \n",
      "The AI models are not perfect and may produce inappropriate or inacurate results. \n",
      "For any serious or consequential use, please review the generated content before using it.\n",
      "!!!!\n",
      "\n",
      "Looking for default config on: c:\\Users\\pdasilva\\OneDrive - Microsoft\\Git repositories\\tinytroupe-opensource\\TinyTroupe\\examples\\..\\tinytroupe\\config.ini\n",
      "Found custom config on: c:\\Users\\pdasilva\\OneDrive - Microsoft\\Git repositories\\tinytroupe-opensource\\TinyTroupe\\examples\\config.ini\n",
      "\n",
      "=================================\n",
      "Current TinyTroupe configuration \n",
      "=================================\n",
      "[OpenAI]\n",
      "api_type = openai\n",
      "azure_api_version = 2023-05-15\n",
      "model = gpt-4o-mini\n",
      "max_tokens = 4000\n",
      "temperature = 1.0\n",
      "freq_penalty = 0.3\n",
      "presence_penalty = 0.0\n",
      "timeout = 60\n",
      "max_attempts = 5\n",
      "waiting_time = 0\n",
      "exponential_backoff_factor = 5\n",
      "embedding_model = text-embedding-3-small\n",
      "cache_api_calls = False\n",
      "cache_file_name = openai_api_cache.pickle\n",
      "max_content_display_length = 1024\n",
      "\n",
      "[Simulation]\n",
      "rai_harmful_content_prevention = True\n",
      "rai_copyright_infringement_prevention = True\n",
      "\n",
      "[Logging]\n",
      "loglevel = ERROR\n",
      "\n"
     ]
    }
   ],
   "source": [
    "import json\n",
    "import sys\n",
    "import csv\n",
    "sys.path.append('..')\n",
    "\n",
    "\n",
    "import tinytroupe\n",
    "from tinytroupe.agent import TinyPerson\n",
    "from tinytroupe.environment import TinyWorld, TinySocialNetwork\n",
    "from tinytroupe.factory import TinyPersonFactory\n",
    "from tinytroupe.extraction import default_extractor as extractor\n",
    "from tinytroupe.extraction import ResultsReducer\n",
    "import tinytroupe.control as control"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Let's create the specific types of agents we need to collect data."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "factory = TinyPersonFactory(\"A random knowledge worker in a company providing marketing services.\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Lucas Martinez is a 29 year old Digital Marketing Specialist, Spanish, currently living in Spain. Lucas Martinez is not only dedicated to his role as a Digital Marketing Specialist but also possesses a friendly demeanor that makes him a valued collaborator among his peers. His analytical nature drives him to seek data-driven solutions, although he sometimes struggles with anxiety over deadlines, which can hinder his creativity. Outside of work, Lucas finds joy in photography, capturing moments during his travels, and enjoys unwinding with video games. He also has a passion for cooking, often experimenting with new recipes on weekends, which allows him to express his creativity in a different way.\n",
      "Clara Thompson is a 34 year old Content Strategist, American, currently living in United States. Clara Thompson is not only a dedicated Content Strategist but also a highly organized individual who thrives in collaborative environments. Her creative mindset drives her passion for storytelling, allowing her to craft compelling narratives that resonate with audiences. Outside of work, Clara finds joy in hiking and exploring nature trails, which helps her recharge and find inspiration for her projects. Additionally, she enjoys painting and experimenting with international cuisines, reflecting her desire to express creativity in various forms while balancing the demands of her fast-paced career.\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "2"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "people = []\n",
    "for i in range(2):\n",
    "    person = factory.generate_person(temperature=1.6)\n",
    "    print(person.minibio())\n",
    "    people.append(person)\n",
    "\n",
    "len(people)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "company = TinyWorld(\"Some Corp Inc.\", people)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "company.make_everyone_accessible()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">USER</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\"> --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Lucas Martinez</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">: [CONVERSATION] </span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt; Get some work done together, help each other.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;3;4;38;5;51mUSER\u001b[0m\u001b[1;3;38;5;51m --> \u001b[0m\u001b[1;3;4;38;5;51mLucas Martinez\u001b[0m\u001b[1;3;38;5;51m: \u001b[0m\u001b[1;3;38;5;51m[\u001b[0m\u001b[1;3;38;5;51mCONVERSATION\u001b[0m\u001b[1;3;38;5;51m]\u001b[0m\u001b[1;3;38;5;51m \u001b[0m\n",
       "\u001b[1;3;38;5;51m          > Get some work done together, help each other.\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">       + --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Clara Thompson</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;3;38;5;51m       + --> \u001b[0m\u001b[1;3;4;38;5;51mClara Thompson\u001b[0m\n"
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   ],
   "source": [
    "company.broadcast(\"Get some work done together, help each other.\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ff00; text-decoration-color: #00ff00\">─────────────────────────────────────────── </span>Some Corp Inc. step <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">1</span> of <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">5</span><span style=\"color: #00ff00; text-decoration-color: #00ff00\"> ────────────────────────────────────────────</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[92m─────────────────────────────────────────── \u001b[0mSome Corp Inc. step \u001b[1;36m1\u001b[0m of \u001b[1;36m5\u001b[0m\u001b[92m ────────────────────────────────────────────\u001b[0m\n"
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     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008000; text-decoration-color: #008000; text-decoration: underline\">Lucas Martinez</span><span style=\"color: #008000; text-decoration-color: #008000\"> acts: </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">[</span><span style=\"color: #008000; text-decoration-color: #008000\">THINK</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">]</span><span style=\"color: #008000; text-decoration-color: #008000\"> </span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; Clara suggested we get some work done together. This could be a great</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; opportunity to collaborate and help each other out on our projects.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;32mLucas Martinez\u001b[0m\u001b[32m acts: \u001b[0m\u001b[1;32m[\u001b[0m\u001b[32mTHINK\u001b[0m\u001b[1;32m]\u001b[0m\u001b[32m \u001b[0m\n",
       "\u001b[32m                    > Clara suggested we get some work done together. This could be a great\u001b[0m\n",
       "\u001b[32m                    > opportunity to collaborate and help each other out on our projects.\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
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    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; text-decoration: underline\">Lucas Martinez</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\"> acts: [TALK] </span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; I think working together is a great idea! What tasks do you want to tackle</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; first?</span>\n",
       "</pre>\n"
      ],
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       "\u001b[1;4;38;5;40mLucas Martinez\u001b[0m\u001b[1;38;5;40m acts: \u001b[0m\u001b[1;38;5;40m[\u001b[0m\u001b[1;38;5;40mTALK\u001b[0m\u001b[1;38;5;40m]\u001b[0m\u001b[1;38;5;40m \u001b[0m\n",
       "\u001b[1;38;5;40m                    > I think working together is a great idea! What tasks do you want to tackle\u001b[0m\n",
       "\u001b[1;38;5;40m                    > first?\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
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      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008000; text-decoration-color: #008000; text-decoration: underline\">Lucas Martinez</span><span style=\"color: #008000; text-decoration-color: #008000\"> acts: </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">[</span><span style=\"color: #008000; text-decoration-color: #008000\">THINK</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">]</span><span style=\"color: #008000; text-decoration-color: #008000\"> </span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; I should consider what tasks we can work on together. Maybe we can focus on</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; the upcoming campaign or brainstorm new ideas for social media.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;32mLucas Martinez\u001b[0m\u001b[32m acts: \u001b[0m\u001b[1;32m[\u001b[0m\u001b[32mTHINK\u001b[0m\u001b[1;32m]\u001b[0m\u001b[32m \u001b[0m\n",
       "\u001b[32m                    > I should consider what tasks we can work on together. Maybe we can focus on\u001b[0m\n",
       "\u001b[32m                    > the upcoming campaign or brainstorm new ideas for social media.\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #af00ff; text-decoration-color: #af00ff; text-decoration: underline\">Lucas Martinez</span><span style=\"color: #af00ff; text-decoration-color: #af00ff\"> acts: </span><span style=\"color: #af00ff; text-decoration-color: #af00ff; font-weight: bold\">[</span><span style=\"color: #af00ff; text-decoration-color: #af00ff\">REACH_OUT</span><span style=\"color: #af00ff; text-decoration-color: #af00ff; font-weight: bold\">]</span><span style=\"color: #af00ff; text-decoration-color: #af00ff\"> </span>\n",
       "\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;38;5;129mLucas Martinez\u001b[0m\u001b[38;5;129m acts: \u001b[0m\u001b[1;38;5;129m[\u001b[0m\u001b[38;5;129mREACH_OUT\u001b[0m\u001b[1;38;5;129m]\u001b[0m\u001b[38;5;129m \u001b[0m\n",
       "\n"
      ]
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      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; text-decoration: underline\">Lucas Martinez</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\"> acts: [TALK] </span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; Hey Clara, I'm ready to get started on our projects. What do you think we</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; should focus on first?</span>\n",
       "</pre>\n"
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      "text/plain": [
       "\u001b[1;4;38;5;40mLucas Martinez\u001b[0m\u001b[1;38;5;40m acts: \u001b[0m\u001b[1;38;5;40m[\u001b[0m\u001b[1;38;5;40mTALK\u001b[0m\u001b[1;38;5;40m]\u001b[0m\u001b[1;38;5;40m \u001b[0m\n",
       "\u001b[1;38;5;40m                    > Hey Clara, I'm ready to get started on our projects. What do you think we\u001b[0m\n",
       "\u001b[1;38;5;40m                    > should focus on first?\u001b[0m\n"
      ]
     },
     "metadata": {},
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    },
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      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; text-decoration: underline\">Lucas Martinez</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> acts: </span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">[</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\">DONE</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">]</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> </span>\n",
       "\n",
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       "\u001b[4;38;5;252mLucas Martinez\u001b[0m\u001b[38;5;252m acts: \u001b[0m\u001b[1;38;5;252m[\u001b[0m\u001b[38;5;252mDONE\u001b[0m\u001b[1;38;5;252m]\u001b[0m\u001b[38;5;252m \u001b[0m\n",
       "\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Lucas Martinez</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\"> --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Clara Thompson</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">: [CONVERSATION] </span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; I think working together is a great idea! What tasks do you want to tackle</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; first?</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;3;4;38;5;51mLucas Martinez\u001b[0m\u001b[1;3;38;5;51m --> \u001b[0m\u001b[1;3;4;38;5;51mClara Thompson\u001b[0m\u001b[1;3;38;5;51m: \u001b[0m\u001b[1;3;38;5;51m[\u001b[0m\u001b[1;3;38;5;51mCONVERSATION\u001b[0m\u001b[1;3;38;5;51m]\u001b[0m\u001b[1;3;38;5;51m \u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > I think working together is a great idea! What tasks do you want to tackle\u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > first?\u001b[0m\n"
      ]
     },
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    },
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      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"font-style: italic; text-decoration: underline\">Some Corp Inc.</span><span style=\"font-style: italic\"> --&gt; </span><span style=\"font-style: italic; text-decoration: underline\">Lucas Martinez</span><span style=\"font-style: italic\">: </span><span style=\"font-weight: bold; font-style: italic\">[</span><span style=\"font-style: italic\">SOCIAL</span><span style=\"font-weight: bold; font-style: italic\">]</span><span style=\"font-style: italic\"> </span>\n",
       "<span style=\"font-style: italic\">                    &gt; Clara Thompson was successfully reached out, and is now available for</span>\n",
       "<span style=\"font-style: italic\">                    &gt; interaction.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[3;4mSome Corp Inc.\u001b[0m\u001b[3m --> \u001b[0m\u001b[3;4mLucas Martinez\u001b[0m\u001b[3m: \u001b[0m\u001b[1;3m[\u001b[0m\u001b[3mSOCIAL\u001b[0m\u001b[1;3m]\u001b[0m\u001b[3m \u001b[0m\n",
       "\u001b[3m                    > Clara Thompson was successfully reached out, and is now available for\u001b[0m\n",
       "\u001b[3m                    > interaction.\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
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     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"font-style: italic; text-decoration: underline\">Some Corp Inc.</span><span style=\"font-style: italic\"> --&gt; </span><span style=\"font-style: italic; text-decoration: underline\">Clara Thompson</span><span style=\"font-style: italic\">: </span><span style=\"font-weight: bold; font-style: italic\">[</span><span style=\"font-style: italic\">SOCIAL</span><span style=\"font-weight: bold; font-style: italic\">]</span><span style=\"font-style: italic\"> </span>\n",
       "<span style=\"font-style: italic\">                    &gt; Lucas Martinez reached out to you, and is now available for interaction.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[3;4mSome Corp Inc.\u001b[0m\u001b[3m --> \u001b[0m\u001b[3;4mClara Thompson\u001b[0m\u001b[3m: \u001b[0m\u001b[1;3m[\u001b[0m\u001b[3mSOCIAL\u001b[0m\u001b[1;3m]\u001b[0m\u001b[3m \u001b[0m\n",
       "\u001b[3m                    > Lucas Martinez reached out to you, and is now available for interaction.\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Lucas Martinez</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\"> --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Clara Thompson</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">: [CONVERSATION] </span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; Hey Clara, I'm ready to get started on our projects. What do you think we</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; should focus on first?</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;3;4;38;5;51mLucas Martinez\u001b[0m\u001b[1;3;38;5;51m --> \u001b[0m\u001b[1;3;4;38;5;51mClara Thompson\u001b[0m\u001b[1;3;38;5;51m: \u001b[0m\u001b[1;3;38;5;51m[\u001b[0m\u001b[1;3;38;5;51mCONVERSATION\u001b[0m\u001b[1;3;38;5;51m]\u001b[0m\u001b[1;3;38;5;51m \u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > Hey Clara, I'm ready to get started on our projects. What do you think we\u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > should focus on first?\u001b[0m\n"
      ]
     },
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    },
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      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008000; text-decoration-color: #008000; text-decoration: underline\">Clara Thompson</span><span style=\"color: #008000; text-decoration-color: #008000\"> acts: </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">[</span><span style=\"color: #008000; text-decoration-color: #008000\">THINK</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">]</span><span style=\"color: #008000; text-decoration-color: #008000\"> </span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; Lucas is ready to start on our projects. I need to decide what tasks we should</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; focus on first. We could work on content strategy development or brainstorm</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; new ideas for our upcoming campaign.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;32mClara Thompson\u001b[0m\u001b[32m acts: \u001b[0m\u001b[1;32m[\u001b[0m\u001b[32mTHINK\u001b[0m\u001b[1;32m]\u001b[0m\u001b[32m \u001b[0m\n",
       "\u001b[32m                    > Lucas is ready to start on our projects. I need to decide what tasks we should\u001b[0m\n",
       "\u001b[32m                    > focus on first. We could work on content strategy development or brainstorm\u001b[0m\n",
       "\u001b[32m                    > new ideas for our upcoming campaign.\u001b[0m\n"
      ]
     },
     "metadata": {},
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    },
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      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; text-decoration: underline\">Clara Thompson</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\"> acts: [TALK] </span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; I think we should start by brainstorming new content ideas for our upcoming</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; campaign. What do you think?</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;4;38;5;40mClara Thompson\u001b[0m\u001b[1;38;5;40m acts: \u001b[0m\u001b[1;38;5;40m[\u001b[0m\u001b[1;38;5;40mTALK\u001b[0m\u001b[1;38;5;40m]\u001b[0m\u001b[1;38;5;40m \u001b[0m\n",
       "\u001b[1;38;5;40m                    > I think we should start by brainstorming new content ideas for our upcoming\u001b[0m\n",
       "\u001b[1;38;5;40m                    > campaign. What do you think?\u001b[0m\n"
      ]
     },
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     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008000; text-decoration-color: #008000; text-decoration: underline\">Clara Thompson</span><span style=\"color: #008000; text-decoration-color: #008000\"> acts: </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">[</span><span style=\"color: #008000; text-decoration-color: #008000\">THINK</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">]</span><span style=\"color: #008000; text-decoration-color: #008000\"> </span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; I hope Lucas agrees with my suggestion to brainstorm new content ideas. It's</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; important to align our thoughts before diving into the project.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;32mClara Thompson\u001b[0m\u001b[32m acts: \u001b[0m\u001b[1;32m[\u001b[0m\u001b[32mTHINK\u001b[0m\u001b[1;32m]\u001b[0m\u001b[32m \u001b[0m\n",
       "\u001b[32m                    > I hope Lucas agrees with my suggestion to brainstorm new content ideas. It's\u001b[0m\n",
       "\u001b[32m                    > important to align our thoughts before diving into the project.\u001b[0m\n"
      ]
     },
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    },
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     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; text-decoration: underline\">Clara Thompson</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> acts: </span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">[</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\">DONE</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">]</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> </span>\n",
       "\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;38;5;252mClara Thompson\u001b[0m\u001b[38;5;252m acts: \u001b[0m\u001b[1;38;5;252m[\u001b[0m\u001b[38;5;252mDONE\u001b[0m\u001b[1;38;5;252m]\u001b[0m\u001b[38;5;252m \u001b[0m\n",
       "\n"
      ]
     },
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    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Clara Thompson</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\"> --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Lucas Martinez</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">: [CONVERSATION] </span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; I think we should start by brainstorming new content ideas for our upcoming</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; campaign. What do you think?</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;3;4;38;5;51mClara Thompson\u001b[0m\u001b[1;3;38;5;51m --> \u001b[0m\u001b[1;3;4;38;5;51mLucas Martinez\u001b[0m\u001b[1;3;38;5;51m: \u001b[0m\u001b[1;3;38;5;51m[\u001b[0m\u001b[1;3;38;5;51mCONVERSATION\u001b[0m\u001b[1;3;38;5;51m]\u001b[0m\u001b[1;3;38;5;51m \u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > I think we should start by brainstorming new content ideas for our upcoming\u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > campaign. What do you think?\u001b[0m\n"
      ]
     },
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    },
    {
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      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ff00; text-decoration-color: #00ff00\">─────────────────────────────────────────── </span>Some Corp Inc. step <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">2</span> of <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">5</span><span style=\"color: #00ff00; text-decoration-color: #00ff00\"> ────────────────────────────────────────────</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[92m─────────────────────────────────────────── \u001b[0mSome Corp Inc. step \u001b[1;36m2\u001b[0m of \u001b[1;36m5\u001b[0m\u001b[92m ────────────────────────────────────────────\u001b[0m\n"
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      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008000; text-decoration-color: #008000; text-decoration: underline\">Lucas Martinez</span><span style=\"color: #008000; text-decoration-color: #008000\"> acts: </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">[</span><span style=\"color: #008000; text-decoration-color: #008000\">THINK</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">]</span><span style=\"color: #008000; text-decoration-color: #008000\"> </span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; Clara suggested we start by brainstorming new content ideas for our upcoming</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; campaign. This sounds like a productive way to kick things off! I need to</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; think about what ideas I have in mind and how we can build on them together.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;32mLucas Martinez\u001b[0m\u001b[32m acts: \u001b[0m\u001b[1;32m[\u001b[0m\u001b[32mTHINK\u001b[0m\u001b[1;32m]\u001b[0m\u001b[32m \u001b[0m\n",
       "\u001b[32m                    > Clara suggested we start by brainstorming new content ideas for our upcoming\u001b[0m\n",
       "\u001b[32m                    > campaign. This sounds like a productive way to kick things off! I need to\u001b[0m\n",
       "\u001b[32m                    > think about what ideas I have in mind and how we can build on them together.\u001b[0m\n"
      ]
     },
     "metadata": {},
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    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; text-decoration: underline\">Lucas Martinez</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\"> acts: [TALK] </span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; I think brainstorming new content ideas is a great starting point! I have a</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; few ideas in mind that we can discuss. What do you think?</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;4;38;5;40mLucas Martinez\u001b[0m\u001b[1;38;5;40m acts: \u001b[0m\u001b[1;38;5;40m[\u001b[0m\u001b[1;38;5;40mTALK\u001b[0m\u001b[1;38;5;40m]\u001b[0m\u001b[1;38;5;40m \u001b[0m\n",
       "\u001b[1;38;5;40m                    > I think brainstorming new content ideas is a great starting point! I have a\u001b[0m\n",
       "\u001b[1;38;5;40m                    > few ideas in mind that we can discuss. What do you think?\u001b[0m\n"
      ]
     },
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     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008000; text-decoration-color: #008000; text-decoration: underline\">Lucas Martinez</span><span style=\"color: #008000; text-decoration-color: #008000\"> acts: </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">[</span><span style=\"color: #008000; text-decoration-color: #008000\">THINK</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">]</span><span style=\"color: #008000; text-decoration-color: #008000\"> </span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; I should prepare to share my ideas for the campaign. I want to make sure they</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; align with what Clara is thinking and that we can build on each other's</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; suggestions.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;32mLucas Martinez\u001b[0m\u001b[32m acts: \u001b[0m\u001b[1;32m[\u001b[0m\u001b[32mTHINK\u001b[0m\u001b[1;32m]\u001b[0m\u001b[32m \u001b[0m\n",
       "\u001b[32m                    > I should prepare to share my ideas for the campaign. I want to make sure they\u001b[0m\n",
       "\u001b[32m                    > align with what Clara is thinking and that we can build on each other's\u001b[0m\n",
       "\u001b[32m                    > suggestions.\u001b[0m\n"
      ]
     },
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    },
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      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; text-decoration: underline\">Lucas Martinez</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> acts: </span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">[</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\">DONE</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">]</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> </span>\n",
       "\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;38;5;252mLucas Martinez\u001b[0m\u001b[38;5;252m acts: \u001b[0m\u001b[1;38;5;252m[\u001b[0m\u001b[38;5;252mDONE\u001b[0m\u001b[1;38;5;252m]\u001b[0m\u001b[38;5;252m \u001b[0m\n",
       "\n"
      ]
     },
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    },
    {
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      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Lucas Martinez</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\"> --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Clara Thompson</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">: [CONVERSATION] </span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; I think brainstorming new content ideas is a great starting point! I have a</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; few ideas in mind that we can discuss. What do you think?</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;3;4;38;5;51mLucas Martinez\u001b[0m\u001b[1;3;38;5;51m --> \u001b[0m\u001b[1;3;4;38;5;51mClara Thompson\u001b[0m\u001b[1;3;38;5;51m: \u001b[0m\u001b[1;3;38;5;51m[\u001b[0m\u001b[1;3;38;5;51mCONVERSATION\u001b[0m\u001b[1;3;38;5;51m]\u001b[0m\u001b[1;3;38;5;51m \u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > I think brainstorming new content ideas is a great starting point! I have a\u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > few ideas in mind that we can discuss. What do you think?\u001b[0m\n"
      ]
     },
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    },
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     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008000; text-decoration-color: #008000; text-decoration: underline\">Clara Thompson</span><span style=\"color: #008000; text-decoration-color: #008000\"> acts: </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">[</span><span style=\"color: #008000; text-decoration-color: #008000\">THINK</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">]</span><span style=\"color: #008000; text-decoration-color: #008000\"> </span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; I'm glad Lucas is on board with brainstorming new content ideas. I need to</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; consider what ideas I have and how we can build on them together.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;32mClara Thompson\u001b[0m\u001b[32m acts: \u001b[0m\u001b[1;32m[\u001b[0m\u001b[32mTHINK\u001b[0m\u001b[1;32m]\u001b[0m\u001b[32m \u001b[0m\n",
       "\u001b[32m                    > I'm glad Lucas is on board with brainstorming new content ideas. I need to\u001b[0m\n",
       "\u001b[32m                    > consider what ideas I have and how we can build on them together.\u001b[0m\n"
      ]
     },
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    },
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     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; text-decoration: underline\">Clara Thompson</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\"> acts: [TALK] </span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; I'm excited to hear your ideas! What do you have in mind?</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;4;38;5;40mClara Thompson\u001b[0m\u001b[1;38;5;40m acts: \u001b[0m\u001b[1;38;5;40m[\u001b[0m\u001b[1;38;5;40mTALK\u001b[0m\u001b[1;38;5;40m]\u001b[0m\u001b[1;38;5;40m \u001b[0m\n",
       "\u001b[1;38;5;40m                    > I'm excited to hear your ideas! What do you have in mind?\u001b[0m\n"
      ]
     },
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    },
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     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008000; text-decoration-color: #008000; text-decoration: underline\">Clara Thompson</span><span style=\"color: #008000; text-decoration-color: #008000\"> acts: </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">[</span><span style=\"color: #008000; text-decoration-color: #008000\">THINK</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">]</span><span style=\"color: #008000; text-decoration-color: #008000\"> </span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; I should prepare to share my own ideas after Lucas shares his. It's important</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; to create a collaborative atmosphere.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;32mClara Thompson\u001b[0m\u001b[32m acts: \u001b[0m\u001b[1;32m[\u001b[0m\u001b[32mTHINK\u001b[0m\u001b[1;32m]\u001b[0m\u001b[32m \u001b[0m\n",
       "\u001b[32m                    > I should prepare to share my own ideas after Lucas shares his. It's important\u001b[0m\n",
       "\u001b[32m                    > to create a collaborative atmosphere.\u001b[0m\n"
      ]
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    },
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     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; text-decoration: underline\">Clara Thompson</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> acts: </span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">[</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\">DONE</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">]</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> </span>\n",
       "\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;38;5;252mClara Thompson\u001b[0m\u001b[38;5;252m acts: \u001b[0m\u001b[1;38;5;252m[\u001b[0m\u001b[38;5;252mDONE\u001b[0m\u001b[1;38;5;252m]\u001b[0m\u001b[38;5;252m \u001b[0m\n",
       "\n"
      ]
     },
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     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Clara Thompson</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\"> --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Lucas Martinez</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">: [CONVERSATION] </span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; I'm excited to hear your ideas! What do you have in mind?</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;3;4;38;5;51mClara Thompson\u001b[0m\u001b[1;3;38;5;51m --> \u001b[0m\u001b[1;3;4;38;5;51mLucas Martinez\u001b[0m\u001b[1;3;38;5;51m: \u001b[0m\u001b[1;3;38;5;51m[\u001b[0m\u001b[1;3;38;5;51mCONVERSATION\u001b[0m\u001b[1;3;38;5;51m]\u001b[0m\u001b[1;3;38;5;51m \u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > I'm excited to hear your ideas! What do you have in mind?\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ff00; text-decoration-color: #00ff00\">─────────────────────────────────────────── </span>Some Corp Inc. step <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">3</span> of <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">5</span><span style=\"color: #00ff00; text-decoration-color: #00ff00\"> ────────────────────────────────────────────</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[92m─────────────────────────────────────────── \u001b[0mSome Corp Inc. step \u001b[1;36m3\u001b[0m of \u001b[1;36m5\u001b[0m\u001b[92m ────────────────────────────────────────────\u001b[0m\n"
      ]
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    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008000; text-decoration-color: #008000; text-decoration: underline\">Lucas Martinez</span><span style=\"color: #008000; text-decoration-color: #008000\"> acts: </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">[</span><span style=\"color: #008000; text-decoration-color: #008000\">THINK</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">]</span><span style=\"color: #008000; text-decoration-color: #008000\"> </span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; Clara is excited to hear my ideas, which is encouraging. I need to share my</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; thoughts clearly and concisely. I have a few content ideas that could work</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; well for the campaign, such as interactive social media posts and user-</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; generated content.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;32mLucas Martinez\u001b[0m\u001b[32m acts: \u001b[0m\u001b[1;32m[\u001b[0m\u001b[32mTHINK\u001b[0m\u001b[1;32m]\u001b[0m\u001b[32m \u001b[0m\n",
       "\u001b[32m                    > Clara is excited to hear my ideas, which is encouraging. I need to share my\u001b[0m\n",
       "\u001b[32m                    > thoughts clearly and concisely. I have a few content ideas that could work\u001b[0m\n",
       "\u001b[32m                    > well for the campaign, such as interactive social media posts and user-\u001b[0m\n",
       "\u001b[32m                    > generated content.\u001b[0m\n"
      ]
     },
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    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; text-decoration: underline\">Lucas Martinez</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\"> acts: [TALK] </span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; I have a few ideas in mind! One is to create interactive social media posts</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; that engage our audience. Another idea is to encourage user-generated content</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; by running a contest. What do you think?</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;4;38;5;40mLucas Martinez\u001b[0m\u001b[1;38;5;40m acts: \u001b[0m\u001b[1;38;5;40m[\u001b[0m\u001b[1;38;5;40mTALK\u001b[0m\u001b[1;38;5;40m]\u001b[0m\u001b[1;38;5;40m \u001b[0m\n",
       "\u001b[1;38;5;40m                    > I have a few ideas in mind! One is to create interactive social media posts\u001b[0m\n",
       "\u001b[1;38;5;40m                    > that engage our audience. Another idea is to encourage user-generated content\u001b[0m\n",
       "\u001b[1;38;5;40m                    > by running a contest. What do you think?\u001b[0m\n"
      ]
     },
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    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008000; text-decoration-color: #008000; text-decoration: underline\">Lucas Martinez</span><span style=\"color: #008000; text-decoration-color: #008000\"> acts: </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">[</span><span style=\"color: #008000; text-decoration-color: #008000\">THINK</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">]</span><span style=\"color: #008000; text-decoration-color: #008000\"> </span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; I should also consider how we can promote the user-generated content contest</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; effectively. Maybe we can use targeted ads to reach a wider audience and</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; encourage participation.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;32mLucas Martinez\u001b[0m\u001b[32m acts: \u001b[0m\u001b[1;32m[\u001b[0m\u001b[32mTHINK\u001b[0m\u001b[1;32m]\u001b[0m\u001b[32m \u001b[0m\n",
       "\u001b[32m                    > I should also consider how we can promote the user-generated content contest\u001b[0m\n",
       "\u001b[32m                    > effectively. Maybe we can use targeted ads to reach a wider audience and\u001b[0m\n",
       "\u001b[32m                    > encourage participation.\u001b[0m\n"
      ]
     },
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    },
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     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; text-decoration: underline\">Lucas Martinez</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> acts: </span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">[</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\">DONE</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">]</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> </span>\n",
       "\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;38;5;252mLucas Martinez\u001b[0m\u001b[38;5;252m acts: \u001b[0m\u001b[1;38;5;252m[\u001b[0m\u001b[38;5;252mDONE\u001b[0m\u001b[1;38;5;252m]\u001b[0m\u001b[38;5;252m \u001b[0m\n",
       "\n"
      ]
     },
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    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Lucas Martinez</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\"> --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Clara Thompson</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">: [CONVERSATION] </span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; I have a few ideas in mind! One is to create interactive social media posts</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; that engage our audience. Another idea is to encourage user-generated content</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; by running a contest. What do you think?</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;3;4;38;5;51mLucas Martinez\u001b[0m\u001b[1;3;38;5;51m --> \u001b[0m\u001b[1;3;4;38;5;51mClara Thompson\u001b[0m\u001b[1;3;38;5;51m: \u001b[0m\u001b[1;3;38;5;51m[\u001b[0m\u001b[1;3;38;5;51mCONVERSATION\u001b[0m\u001b[1;3;38;5;51m]\u001b[0m\u001b[1;3;38;5;51m \u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > I have a few ideas in mind! One is to create interactive social media posts\u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > that engage our audience. Another idea is to encourage user-generated content\u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > by running a contest. What do you think?\u001b[0m\n"
      ]
     },
     "metadata": {},
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    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008000; text-decoration-color: #008000; text-decoration: underline\">Clara Thompson</span><span style=\"color: #008000; text-decoration-color: #008000\"> acts: </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">[</span><span style=\"color: #008000; text-decoration-color: #008000\">THINK</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">]</span><span style=\"color: #008000; text-decoration-color: #008000\"> </span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; Lucas's ideas for interactive social media posts and user-generated content</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; contests sound promising. I need to consider how we can implement these ideas</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; effectively and what resources we might need.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;32mClara Thompson\u001b[0m\u001b[32m acts: \u001b[0m\u001b[1;32m[\u001b[0m\u001b[32mTHINK\u001b[0m\u001b[1;32m]\u001b[0m\u001b[32m \u001b[0m\n",
       "\u001b[32m                    > Lucas's ideas for interactive social media posts and user-generated content\u001b[0m\n",
       "\u001b[32m                    > contests sound promising. I need to consider how we can implement these ideas\u001b[0m\n",
       "\u001b[32m                    > effectively and what resources we might need.\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; text-decoration: underline\">Clara Thompson</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\"> acts: [TALK] </span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; I really like your ideas! Creating interactive social media posts and running</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; a contest for user-generated content could really engage our audience. Let's</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; discuss how we can implement these.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;4;38;5;40mClara Thompson\u001b[0m\u001b[1;38;5;40m acts: \u001b[0m\u001b[1;38;5;40m[\u001b[0m\u001b[1;38;5;40mTALK\u001b[0m\u001b[1;38;5;40m]\u001b[0m\u001b[1;38;5;40m \u001b[0m\n",
       "\u001b[1;38;5;40m                    > I really like your ideas! Creating interactive social media posts and running\u001b[0m\n",
       "\u001b[1;38;5;40m                    > a contest for user-generated content could really engage our audience. Let's\u001b[0m\n",
       "\u001b[1;38;5;40m                    > discuss how we can implement these.\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008000; text-decoration-color: #008000; text-decoration: underline\">Clara Thompson</span><span style=\"color: #008000; text-decoration-color: #008000\"> acts: </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">[</span><span style=\"color: #008000; text-decoration-color: #008000\">THINK</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">]</span><span style=\"color: #008000; text-decoration-color: #008000\"> </span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; We should outline the steps needed to create the interactive posts and plan</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; the contest. This will help us stay organized and ensure we cover all aspects.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;32mClara Thompson\u001b[0m\u001b[32m acts: \u001b[0m\u001b[1;32m[\u001b[0m\u001b[32mTHINK\u001b[0m\u001b[1;32m]\u001b[0m\u001b[32m \u001b[0m\n",
       "\u001b[32m                    > We should outline the steps needed to create the interactive posts and plan\u001b[0m\n",
       "\u001b[32m                    > the contest. This will help us stay organized and ensure we cover all aspects.\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; text-decoration: underline\">Clara Thompson</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> acts: </span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">[</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\">DONE</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">]</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> </span>\n",
       "\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;38;5;252mClara Thompson\u001b[0m\u001b[38;5;252m acts: \u001b[0m\u001b[1;38;5;252m[\u001b[0m\u001b[38;5;252mDONE\u001b[0m\u001b[1;38;5;252m]\u001b[0m\u001b[38;5;252m \u001b[0m\n",
       "\n"
      ]
     },
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     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Clara Thompson</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\"> --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Lucas Martinez</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">: [CONVERSATION] </span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; I really like your ideas! Creating interactive social media posts and running</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; a contest for user-generated content could really engage our audience. Let's</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; discuss how we can implement these.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;3;4;38;5;51mClara Thompson\u001b[0m\u001b[1;3;38;5;51m --> \u001b[0m\u001b[1;3;4;38;5;51mLucas Martinez\u001b[0m\u001b[1;3;38;5;51m: \u001b[0m\u001b[1;3;38;5;51m[\u001b[0m\u001b[1;3;38;5;51mCONVERSATION\u001b[0m\u001b[1;3;38;5;51m]\u001b[0m\u001b[1;3;38;5;51m \u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > I really like your ideas! Creating interactive social media posts and running\u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > a contest for user-generated content could really engage our audience. Let's\u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > discuss how we can implement these.\u001b[0m\n"
      ]
     },
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    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ff00; text-decoration-color: #00ff00\">─────────────────────────────────────────── </span>Some Corp Inc. step <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">4</span> of <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">5</span><span style=\"color: #00ff00; text-decoration-color: #00ff00\"> ────────────────────────────────────────────</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[92m─────────────────────────────────────────── \u001b[0mSome Corp Inc. step \u001b[1;36m4\u001b[0m of \u001b[1;36m5\u001b[0m\u001b[92m ────────────────────────────────────────────\u001b[0m\n"
      ]
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     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008000; text-decoration-color: #008000; text-decoration: underline\">Lucas Martinez</span><span style=\"color: #008000; text-decoration-color: #008000\"> acts: </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">[</span><span style=\"color: #008000; text-decoration-color: #008000\">THINK</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">]</span><span style=\"color: #008000; text-decoration-color: #008000\"> </span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; Clara liked my ideas, which is great! Now we need to figure out the details of</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; how to implement the interactive posts and the contest. I should think about</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; what platforms we can use and what kind of content would work best.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;32mLucas Martinez\u001b[0m\u001b[32m acts: \u001b[0m\u001b[1;32m[\u001b[0m\u001b[32mTHINK\u001b[0m\u001b[1;32m]\u001b[0m\u001b[32m \u001b[0m\n",
       "\u001b[32m                    > Clara liked my ideas, which is great! Now we need to figure out the details of\u001b[0m\n",
       "\u001b[32m                    > how to implement the interactive posts and the contest. I should think about\u001b[0m\n",
       "\u001b[32m                    > what platforms we can use and what kind of content would work best.\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; text-decoration: underline\">Lucas Martinez</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\"> acts: [TALK] </span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; Great! Let's start by discussing the platforms we want to use for the</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; interactive posts. I think Instagram and Facebook could be effective. What do</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; you think?</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;4;38;5;40mLucas Martinez\u001b[0m\u001b[1;38;5;40m acts: \u001b[0m\u001b[1;38;5;40m[\u001b[0m\u001b[1;38;5;40mTALK\u001b[0m\u001b[1;38;5;40m]\u001b[0m\u001b[1;38;5;40m \u001b[0m\n",
       "\u001b[1;38;5;40m                    > Great! Let's start by discussing the platforms we want to use for the\u001b[0m\n",
       "\u001b[1;38;5;40m                    > interactive posts. I think Instagram and Facebook could be effective. What do\u001b[0m\n",
       "\u001b[1;38;5;40m                    > you think?\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008000; text-decoration-color: #008000; text-decoration: underline\">Lucas Martinez</span><span style=\"color: #008000; text-decoration-color: #008000\"> acts: </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">[</span><span style=\"color: #008000; text-decoration-color: #008000\">THINK</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">]</span><span style=\"color: #008000; text-decoration-color: #008000\"> </span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; I should also consider what kind of contest we can run for user-generated</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; content. Maybe we can ask our audience to share their experiences with our</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; brand and offer a prize for the best submission.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;32mLucas Martinez\u001b[0m\u001b[32m acts: \u001b[0m\u001b[1;32m[\u001b[0m\u001b[32mTHINK\u001b[0m\u001b[1;32m]\u001b[0m\u001b[32m \u001b[0m\n",
       "\u001b[32m                    > I should also consider what kind of contest we can run for user-generated\u001b[0m\n",
       "\u001b[32m                    > content. Maybe we can ask our audience to share their experiences with our\u001b[0m\n",
       "\u001b[32m                    > brand and offer a prize for the best submission.\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; text-decoration: underline\">Lucas Martinez</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> acts: </span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">[</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\">DONE</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">]</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> </span>\n",
       "\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;38;5;252mLucas Martinez\u001b[0m\u001b[38;5;252m acts: \u001b[0m\u001b[1;38;5;252m[\u001b[0m\u001b[38;5;252mDONE\u001b[0m\u001b[1;38;5;252m]\u001b[0m\u001b[38;5;252m \u001b[0m\n",
       "\n"
      ]
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    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Lucas Martinez</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\"> --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Clara Thompson</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">: [CONVERSATION] </span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; Great! Let's start by discussing the platforms we want to use for the</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; interactive posts. I think Instagram and Facebook could be effective. What do</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; you think?</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;3;4;38;5;51mLucas Martinez\u001b[0m\u001b[1;3;38;5;51m --> \u001b[0m\u001b[1;3;4;38;5;51mClara Thompson\u001b[0m\u001b[1;3;38;5;51m: \u001b[0m\u001b[1;3;38;5;51m[\u001b[0m\u001b[1;3;38;5;51mCONVERSATION\u001b[0m\u001b[1;3;38;5;51m]\u001b[0m\u001b[1;3;38;5;51m \u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > Great! Let's start by discussing the platforms we want to use for the\u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > interactive posts. I think Instagram and Facebook could be effective. What do\u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > you think?\u001b[0m\n"
      ]
     },
     "metadata": {},
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    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008000; text-decoration-color: #008000; text-decoration: underline\">Clara Thompson</span><span style=\"color: #008000; text-decoration-color: #008000\"> acts: </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">[</span><span style=\"color: #008000; text-decoration-color: #008000\">THINK</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">]</span><span style=\"color: #008000; text-decoration-color: #008000\"> </span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; Lucas suggests using Instagram and Facebook for the interactive posts. These</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; platforms are indeed popular and could help us reach a wider audience. I need</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; to consider if there are any other platforms we should include, like Twitter</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; or TikTok.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;32mClara Thompson\u001b[0m\u001b[32m acts: \u001b[0m\u001b[1;32m[\u001b[0m\u001b[32mTHINK\u001b[0m\u001b[1;32m]\u001b[0m\u001b[32m \u001b[0m\n",
       "\u001b[32m                    > Lucas suggests using Instagram and Facebook for the interactive posts. These\u001b[0m\n",
       "\u001b[32m                    > platforms are indeed popular and could help us reach a wider audience. I need\u001b[0m\n",
       "\u001b[32m                    > to consider if there are any other platforms we should include, like Twitter\u001b[0m\n",
       "\u001b[32m                    > or TikTok.\u001b[0m\n"
      ]
     },
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    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; text-decoration: underline\">Clara Thompson</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\"> acts: [TALK] </span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; I agree that Instagram and Facebook are great choices! We could also consider</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; Twitter for quick updates or TikTok for more engaging video content. What do</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; you think?</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;4;38;5;40mClara Thompson\u001b[0m\u001b[1;38;5;40m acts: \u001b[0m\u001b[1;38;5;40m[\u001b[0m\u001b[1;38;5;40mTALK\u001b[0m\u001b[1;38;5;40m]\u001b[0m\u001b[1;38;5;40m \u001b[0m\n",
       "\u001b[1;38;5;40m                    > I agree that Instagram and Facebook are great choices! We could also consider\u001b[0m\n",
       "\u001b[1;38;5;40m                    > Twitter for quick updates or TikTok for more engaging video content. What do\u001b[0m\n",
       "\u001b[1;38;5;40m                    > you think?\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008000; text-decoration-color: #008000; text-decoration: underline\">Clara Thompson</span><span style=\"color: #008000; text-decoration-color: #008000\"> acts: </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">[</span><span style=\"color: #008000; text-decoration-color: #008000\">THINK</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">]</span><span style=\"color: #008000; text-decoration-color: #008000\"> </span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; I need to ensure we have a clear plan for the platforms we choose and how we</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; will create content for each. This will help us stay organized and effective</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; in our approach.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;32mClara Thompson\u001b[0m\u001b[32m acts: \u001b[0m\u001b[1;32m[\u001b[0m\u001b[32mTHINK\u001b[0m\u001b[1;32m]\u001b[0m\u001b[32m \u001b[0m\n",
       "\u001b[32m                    > I need to ensure we have a clear plan for the platforms we choose and how we\u001b[0m\n",
       "\u001b[32m                    > will create content for each. This will help us stay organized and effective\u001b[0m\n",
       "\u001b[32m                    > in our approach.\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; text-decoration: underline\">Clara Thompson</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> acts: </span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">[</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\">DONE</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">]</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> </span>\n",
       "\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;38;5;252mClara Thompson\u001b[0m\u001b[38;5;252m acts: \u001b[0m\u001b[1;38;5;252m[\u001b[0m\u001b[38;5;252mDONE\u001b[0m\u001b[1;38;5;252m]\u001b[0m\u001b[38;5;252m \u001b[0m\n",
       "\n"
      ]
     },
     "metadata": {},
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    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Clara Thompson</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\"> --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Lucas Martinez</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">: [CONVERSATION] </span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; I agree that Instagram and Facebook are great choices! We could also consider</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; Twitter for quick updates or TikTok for more engaging video content. What do</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; you think?</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;3;4;38;5;51mClara Thompson\u001b[0m\u001b[1;3;38;5;51m --> \u001b[0m\u001b[1;3;4;38;5;51mLucas Martinez\u001b[0m\u001b[1;3;38;5;51m: \u001b[0m\u001b[1;3;38;5;51m[\u001b[0m\u001b[1;3;38;5;51mCONVERSATION\u001b[0m\u001b[1;3;38;5;51m]\u001b[0m\u001b[1;3;38;5;51m \u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > I agree that Instagram and Facebook are great choices! We could also consider\u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > Twitter for quick updates or TikTok for more engaging video content. What do\u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > you think?\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ff00; text-decoration-color: #00ff00\">─────────────────────────────────────────── </span>Some Corp Inc. step <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">5</span> of <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">5</span><span style=\"color: #00ff00; text-decoration-color: #00ff00\"> ────────────────────────────────────────────</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[92m─────────────────────────────────────────── \u001b[0mSome Corp Inc. step \u001b[1;36m5\u001b[0m of \u001b[1;36m5\u001b[0m\u001b[92m ────────────────────────────────────────────\u001b[0m\n"
      ]
     },
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    },
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     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008000; text-decoration-color: #008000; text-decoration: underline\">Lucas Martinez</span><span style=\"color: #008000; text-decoration-color: #008000\"> acts: </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">[</span><span style=\"color: #008000; text-decoration-color: #008000\">THINK</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">]</span><span style=\"color: #008000; text-decoration-color: #008000\"> </span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; Clara's suggestion to include Twitter and TikTok is excellent. Using Twitter</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; for quick updates can keep our audience informed, while TikTok could help us</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; reach a younger demographic with engaging video content. I need to think about</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; how we can create content tailored for each platform.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;32mLucas Martinez\u001b[0m\u001b[32m acts: \u001b[0m\u001b[1;32m[\u001b[0m\u001b[32mTHINK\u001b[0m\u001b[1;32m]\u001b[0m\u001b[32m \u001b[0m\n",
       "\u001b[32m                    > Clara's suggestion to include Twitter and TikTok is excellent. Using Twitter\u001b[0m\n",
       "\u001b[32m                    > for quick updates can keep our audience informed, while TikTok could help us\u001b[0m\n",
       "\u001b[32m                    > reach a younger demographic with engaging video content. I need to think about\u001b[0m\n",
       "\u001b[32m                    > how we can create content tailored for each platform.\u001b[0m\n"
      ]
     },
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     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; text-decoration: underline\">Lucas Martinez</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\"> acts: [TALK] </span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; I think incorporating Twitter for updates and TikTok for engaging videos is a</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; fantastic idea! We can create content that fits each platform's style. Let's</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; brainstorm some specific ideas for each one.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;4;38;5;40mLucas Martinez\u001b[0m\u001b[1;38;5;40m acts: \u001b[0m\u001b[1;38;5;40m[\u001b[0m\u001b[1;38;5;40mTALK\u001b[0m\u001b[1;38;5;40m]\u001b[0m\u001b[1;38;5;40m \u001b[0m\n",
       "\u001b[1;38;5;40m                    > I think incorporating Twitter for updates and TikTok for engaging videos is a\u001b[0m\n",
       "\u001b[1;38;5;40m                    > fantastic idea! We can create content that fits each platform's style. Let's\u001b[0m\n",
       "\u001b[1;38;5;40m                    > brainstorm some specific ideas for each one.\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
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      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008000; text-decoration-color: #008000; text-decoration: underline\">Lucas Martinez</span><span style=\"color: #008000; text-decoration-color: #008000\"> acts: </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">[</span><span style=\"color: #008000; text-decoration-color: #008000\">THINK</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">]</span><span style=\"color: #008000; text-decoration-color: #008000\"> </span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; We should consider what specific content we can create for each platform. For</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; Instagram, we could do visually appealing posts and stories. For Twitter, we</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; can share quick tips or updates. For TikTok, we could create fun, short videos</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; that showcase our brand's personality.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;32mLucas Martinez\u001b[0m\u001b[32m acts: \u001b[0m\u001b[1;32m[\u001b[0m\u001b[32mTHINK\u001b[0m\u001b[1;32m]\u001b[0m\u001b[32m \u001b[0m\n",
       "\u001b[32m                    > We should consider what specific content we can create for each platform. For\u001b[0m\n",
       "\u001b[32m                    > Instagram, we could do visually appealing posts and stories. For Twitter, we\u001b[0m\n",
       "\u001b[32m                    > can share quick tips or updates. For TikTok, we could create fun, short videos\u001b[0m\n",
       "\u001b[32m                    > that showcase our brand's personality.\u001b[0m\n"
      ]
     },
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      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; text-decoration: underline\">Lucas Martinez</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> acts: </span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">[</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\">DONE</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">]</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> </span>\n",
       "\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;38;5;252mLucas Martinez\u001b[0m\u001b[38;5;252m acts: \u001b[0m\u001b[1;38;5;252m[\u001b[0m\u001b[38;5;252mDONE\u001b[0m\u001b[1;38;5;252m]\u001b[0m\u001b[38;5;252m \u001b[0m\n",
       "\n"
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      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Lucas Martinez</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\"> --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Clara Thompson</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">: [CONVERSATION] </span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; I think incorporating Twitter for updates and TikTok for engaging videos is a</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; fantastic idea! We can create content that fits each platform's style. Let's</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; brainstorm some specific ideas for each one.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;3;4;38;5;51mLucas Martinez\u001b[0m\u001b[1;3;38;5;51m --> \u001b[0m\u001b[1;3;4;38;5;51mClara Thompson\u001b[0m\u001b[1;3;38;5;51m: \u001b[0m\u001b[1;3;38;5;51m[\u001b[0m\u001b[1;3;38;5;51mCONVERSATION\u001b[0m\u001b[1;3;38;5;51m]\u001b[0m\u001b[1;3;38;5;51m \u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > I think incorporating Twitter for updates and TikTok for engaging videos is a\u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > fantastic idea! We can create content that fits each platform's style. Let's\u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > brainstorm some specific ideas for each one.\u001b[0m\n"
      ]
     },
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      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008000; text-decoration-color: #008000; text-decoration: underline\">Clara Thompson</span><span style=\"color: #008000; text-decoration-color: #008000\"> acts: </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">[</span><span style=\"color: #008000; text-decoration-color: #008000\">THINK</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">]</span><span style=\"color: #008000; text-decoration-color: #008000\"> </span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; Lucas is enthusiastic about incorporating Twitter and TikTok into our</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; strategy. I need to think of specific content ideas for each platform that</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; align with our campaign goals.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;32mClara Thompson\u001b[0m\u001b[32m acts: \u001b[0m\u001b[1;32m[\u001b[0m\u001b[32mTHINK\u001b[0m\u001b[1;32m]\u001b[0m\u001b[32m \u001b[0m\n",
       "\u001b[32m                    > Lucas is enthusiastic about incorporating Twitter and TikTok into our\u001b[0m\n",
       "\u001b[32m                    > strategy. I need to think of specific content ideas for each platform that\u001b[0m\n",
       "\u001b[32m                    > align with our campaign goals.\u001b[0m\n"
      ]
     },
     "metadata": {},
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     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; text-decoration: underline\">Clara Thompson</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\"> acts: [TALK] </span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; Absolutely! Let's brainstorm some specific ideas for Twitter and TikTok. For</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; Twitter, we could share quick tips related to our content, and for TikTok,</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; maybe we can create fun behind-the-scenes videos of our process. What do you</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; think?</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;4;38;5;40mClara Thompson\u001b[0m\u001b[1;38;5;40m acts: \u001b[0m\u001b[1;38;5;40m[\u001b[0m\u001b[1;38;5;40mTALK\u001b[0m\u001b[1;38;5;40m]\u001b[0m\u001b[1;38;5;40m \u001b[0m\n",
       "\u001b[1;38;5;40m                    > Absolutely! Let's brainstorm some specific ideas for Twitter and TikTok. For\u001b[0m\n",
       "\u001b[1;38;5;40m                    > Twitter, we could share quick tips related to our content, and for TikTok,\u001b[0m\n",
       "\u001b[1;38;5;40m                    > maybe we can create fun behind-the-scenes videos of our process. What do you\u001b[0m\n",
       "\u001b[1;38;5;40m                    > think?\u001b[0m\n"
      ]
     },
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    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008000; text-decoration-color: #008000; text-decoration: underline\">Clara Thompson</span><span style=\"color: #008000; text-decoration-color: #008000\"> acts: </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">[</span><span style=\"color: #008000; text-decoration-color: #008000\">THINK</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">]</span><span style=\"color: #008000; text-decoration-color: #008000\"> </span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; I need to consider more specific ideas for Twitter and TikTok that will</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; resonate with our audience. Engaging content is key to driving interaction.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;32mClara Thompson\u001b[0m\u001b[32m acts: \u001b[0m\u001b[1;32m[\u001b[0m\u001b[32mTHINK\u001b[0m\u001b[1;32m]\u001b[0m\u001b[32m \u001b[0m\n",
       "\u001b[32m                    > I need to consider more specific ideas for Twitter and TikTok that will\u001b[0m\n",
       "\u001b[32m                    > resonate with our audience. Engaging content is key to driving interaction.\u001b[0m\n"
      ]
     },
     "metadata": {},
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    },
    {
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      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; text-decoration: underline\">Clara Thompson</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> acts: </span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">[</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\">DONE</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">]</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> </span>\n",
       "\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;38;5;252mClara Thompson\u001b[0m\u001b[38;5;252m acts: \u001b[0m\u001b[1;38;5;252m[\u001b[0m\u001b[38;5;252mDONE\u001b[0m\u001b[1;38;5;252m]\u001b[0m\u001b[38;5;252m \u001b[0m\n",
       "\n"
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    },
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      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Clara Thompson</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\"> --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Lucas Martinez</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">: [CONVERSATION] </span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; Absolutely! Let's brainstorm some specific ideas for Twitter and TikTok. For</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; Twitter, we could share quick tips related to our content, and for TikTok,</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; maybe we can create fun behind-the-scenes videos of our process. What do you</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; think?</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;3;4;38;5;51mClara Thompson\u001b[0m\u001b[1;3;38;5;51m --> \u001b[0m\u001b[1;3;4;38;5;51mLucas Martinez\u001b[0m\u001b[1;3;38;5;51m: \u001b[0m\u001b[1;3;38;5;51m[\u001b[0m\u001b[1;3;38;5;51mCONVERSATION\u001b[0m\u001b[1;3;38;5;51m]\u001b[0m\u001b[1;3;38;5;51m \u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > Absolutely! Let's brainstorm some specific ideas for Twitter and TikTok. For\u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > Twitter, we could share quick tips related to our content, and for TikTok,\u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > maybe we can create fun behind-the-scenes videos of our process. What do you\u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > think?\u001b[0m\n"
      ]
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    }
   ],
   "source": [
    "company.run(5)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We can now extract the conversations, which form the synthetic corpus we wanted."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\">&gt;&gt;&gt;&gt;&gt;&gt;&gt;&gt;&gt; Date and time of events: <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">2024</span>-<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">11</span>-25T<span style=\"color: #00ff00; text-decoration-color: #00ff00; font-weight: bold\">12:06:09</span>.<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">871578</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">USER</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\"> --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Lucas Martinez</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">: [CONVERSATION] </span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt; Get some work done together, help each other.</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">&gt;&gt;&gt;&gt;&gt;&gt;&gt;&gt;&gt; Date and time of events: 2024-11-25T12:06:09.871578</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold; font-style: italic; text-decoration: underline\">Lucas Martinez</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold; font-style: italic\"> acts: [THINK] </span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold; font-style: italic\">                    &gt; Clara suggested we get some work done together. This could be a great</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold; font-style: italic\">                    &gt; opportunity to collaborate and help each other out on our projects.</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">&gt;&gt;&gt;&gt;&gt;&gt;&gt;&gt;&gt; Date and time of events: 2024-11-25T12:06:09.871578</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; font-style: italic; text-decoration: underline\">Lucas Martinez</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; font-style: italic\"> acts: [TALK] </span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; font-style: italic\">                    &gt; I think working together is a great idea! What tasks do you want to tackle</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; font-style: italic\">                    &gt; first?</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">&gt;&gt;&gt;&gt;&gt;&gt;&gt;&gt;&gt; Date and time of events: 2024-11-25T12:06:09.871578</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold; font-style: italic; text-decoration: underline\">Lucas Martinez</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold; font-style: italic\"> acts: [THINK] </span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold; font-style: italic\">                    &gt; I should consider what tasks we can work on together. Maybe we can focus on</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold; font-style: italic\">                    &gt; the upcoming campaign or brainstorm new ideas for social media.</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">&gt;&gt;&gt;&gt;&gt;&gt;&gt;&gt;&gt; Date and time of events: 2024-11-25T12:06:09.871578</span>\n",
       "<span style=\"color: #af00ff; text-decoration-color: #af00ff; font-weight: bold; font-style: italic; text-decoration: underline\">Lucas Martinez</span><span style=\"color: #af00ff; text-decoration-color: #af00ff; font-weight: bold; font-style: italic\"> acts: [REACH_OUT] </span>\n",
       "\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">&gt;&gt;&gt;&gt;&gt;&gt;&gt;&gt;&gt; Date and time of events: 2024-11-25T12:06:09.871578</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; font-style: italic; text-decoration: underline\">Lucas Martinez</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; font-style: italic\"> acts: [TALK] </span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; font-style: italic\">                    &gt; Hey Clara, I'm ready to get started on our projects. What do you think we</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; font-style: italic\">                    &gt; should focus on first?</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">&gt;&gt;&gt;&gt;&gt;&gt;&gt;&gt;&gt; Date and time of events: 2024-11-25T12:06:09.871578</span>\n",
       "<span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold; font-style: italic; text-decoration: underline\">Lucas Martinez</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold; font-style: italic\"> acts: [DONE] </span>\n",
       "\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">&gt;&gt;&gt;&gt;&gt;&gt;&gt;&gt;&gt; Date and time of events: 2024-11-25T12:06:09.871578</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Some Corp Inc.</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\"> --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Lucas Martinez</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">: [SOCIAL] </span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; Clara Thompson was successfully reached out, and is now available for</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; interaction.</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">&gt;&gt;&gt;&gt;&gt;&gt;&gt;&gt;&gt; Date and time of events: 2024-11-25T12:06:09.871578</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Clara Thompson</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\"> --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Lucas Martinez</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">: [CONVERSATION] </span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; I think we should start by brainstorming new content ideas for our upcoming</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; campaign. What do you think?</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">&gt;&gt;&gt;&gt;&gt;&gt;&gt;&gt;&gt; Date and time of events: 2024-11-25T12:06:09.871578</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold; font-style: italic; text-decoration: underline\">Lucas Martinez</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold; font-style: italic\"> acts: [THINK] </span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold; font-style: italic\">                    &gt; Clara suggested we start by brainstorming new content ideas for our upcoming</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold; font-style: italic\">                    &gt; campaign. This sounds like a productive way to kick things off! I need to</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold; font-style: italic\">                    &gt; think about what ideas I have in mind and how we can build on them together.</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">&gt;&gt;&gt;&gt;&gt;&gt;&gt;&gt;&gt; Date and time of events: 2024-11-25T12:06:09.871578</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; font-style: italic; text-decoration: underline\">Lucas Martinez</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; font-style: italic\"> acts: [TALK] </span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; font-style: italic\">                    &gt; I think brainstorming new content ideas is a great starting point! I have a</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; font-style: italic\">                    &gt; few ideas in mind that we can discuss. What do you think?</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">&gt;&gt;&gt;&gt;&gt;&gt;&gt;&gt;&gt; Date and time of events: 2024-11-25T12:06:09.871578</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold; font-style: italic; text-decoration: underline\">Lucas Martinez</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold; font-style: italic\"> acts: [THINK] </span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold; font-style: italic\">                    &gt; I should prepare to share my ideas for the campaign. I want to make sure they</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold; font-style: italic\">                    &gt; align with what Clara is thinking and that we can build on each other's</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold; font-style: italic\">                    &gt; suggestions.</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">&gt;&gt;&gt;&gt;&gt;&gt;&gt;&gt;&gt; Date and time of events: 2024-11-25T12:06:09.871578</span>\n",
       "<span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold; font-style: italic; text-decoration: underline\">Lucas Martinez</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold; font-style: italic\"> acts: [DONE] </span>\n",
       "\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">&gt;&gt;&gt;&gt;&gt;&gt;&gt;&gt;&gt; Date and time of events: 2024-11-25T12:06:09.871578</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Clara Thompson</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\"> --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Lucas Martinez</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">: [CONVERSATION] </span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; I'm excited to hear your ideas! What do you have in mind?</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">&gt;&gt;&gt;&gt;&gt;&gt;&gt;&gt;&gt; Date and time of events: 2024-11-25T12:06:09.871578</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold; font-style: italic; text-decoration: underline\">Lucas Martinez</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold; font-style: italic\"> acts: [THINK] </span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold; font-style: italic\">                    &gt; Clara is excited to hear my ideas, which is encouraging. I need to share my</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold; font-style: italic\">                    &gt; thoughts clearly and concisely. I have a few content ideas that could work</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold; font-style: italic\">                    &gt; well for the campaign, such as interactive social media posts and user-</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold; font-style: italic\">                    &gt; generated content.</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">&gt;&gt;&gt;&gt;&gt;&gt;&gt;&gt;&gt; Date and time of events: 2024-11-25T12:06:09.871578</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; font-style: italic; text-decoration: underline\">Lucas Martinez</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; font-style: italic\"> acts: [TALK] </span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; font-style: italic\">                    &gt; I have a few ideas in mind! One is to create interactive social media posts</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; font-style: italic\">                    &gt; that engage our audience. Another idea is to encourage user-generated content</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; font-style: italic\">                    &gt; by running a contest. What do you think?</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">&gt;&gt;&gt;&gt;&gt;&gt;&gt;&gt;&gt; Date and time of events: 2024-11-25T12:06:09.871578</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold; font-style: italic; text-decoration: underline\">Lucas Martinez</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold; font-style: italic\"> acts: [THINK] </span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold; font-style: italic\">                    &gt; I should also consider how we can promote the user-generated content contest</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold; font-style: italic\">                    &gt; effectively. Maybe we can use targeted ads to reach a wider audience and</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold; font-style: italic\">                    &gt; encourage participation.</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">&gt;&gt;&gt;&gt;&gt;&gt;&gt;&gt;&gt; Date and time of events: 2024-11-25T12:06:09.871578</span>\n",
       "<span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold; font-style: italic; text-decoration: underline\">Lucas Martinez</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold; font-style: italic\"> acts: [DONE] </span>\n",
       "\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">&gt;&gt;&gt;&gt;&gt;&gt;&gt;&gt;&gt; Date and time of events: 2024-11-25T12:06:09.871578</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Clara Thompson</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\"> --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Lucas Martinez</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">: [CONVERSATION] </span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; I really like your ideas! Creating interactive social media posts and running</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; a contest for user-generated content could really engage our audience. Let's</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; discuss how we can implement these.</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">&gt;&gt;&gt;&gt;&gt;&gt;&gt;&gt;&gt; Date and time of events: 2024-11-25T12:06:09.871578</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold; font-style: italic; text-decoration: underline\">Lucas Martinez</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold; font-style: italic\"> acts: [THINK] </span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold; font-style: italic\">                    &gt; Clara liked my ideas, which is great! Now we need to figure out the details of</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold; font-style: italic\">                    &gt; how to implement the interactive posts and the contest. I should think about</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold; font-style: italic\">                    &gt; what platforms we can use and what kind of content would work best.</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">&gt;&gt;&gt;&gt;&gt;&gt;&gt;&gt;&gt; Date and time of events: 2024-11-25T12:06:09.871578</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; font-style: italic; text-decoration: underline\">Lucas Martinez</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; font-style: italic\"> acts: [TALK] </span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; font-style: italic\">                    &gt; Great! Let's start by discussing the platforms we want to use for the</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; font-style: italic\">                    &gt; interactive posts. I think Instagram and Facebook could be effective. What do</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; font-style: italic\">                    &gt; you think?</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">&gt;&gt;&gt;&gt;&gt;&gt;&gt;&gt;&gt; Date and time of events: 2024-11-25T12:06:09.871578</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold; font-style: italic; text-decoration: underline\">Lucas Martinez</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold; font-style: italic\"> acts: [THINK] </span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold; font-style: italic\">                    &gt; I should also consider what kind of contest we can run for user-generated</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold; font-style: italic\">                    &gt; content. Maybe we can ask our audience to share their experiences with our</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold; font-style: italic\">                    &gt; brand and offer a prize for the best submission.</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">&gt;&gt;&gt;&gt;&gt;&gt;&gt;&gt;&gt; Date and time of events: 2024-11-25T12:06:09.871578</span>\n",
       "<span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold; font-style: italic; text-decoration: underline\">Lucas Martinez</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold; font-style: italic\"> acts: [DONE] </span>\n",
       "\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">&gt;&gt;&gt;&gt;&gt;&gt;&gt;&gt;&gt; Date and time of events: 2024-11-25T12:06:09.871578</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Clara Thompson</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\"> --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Lucas Martinez</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">: [CONVERSATION] </span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; I agree that Instagram and Facebook are great choices! We could also consider</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; Twitter for quick updates or TikTok for more engaging video content. What do</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; you think?</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">&gt;&gt;&gt;&gt;&gt;&gt;&gt;&gt;&gt; Date and time of events: 2024-11-25T12:06:09.871578</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold; font-style: italic; text-decoration: underline\">Lucas Martinez</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold; font-style: italic\"> acts: [THINK] </span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold; font-style: italic\">                    &gt; Clara's suggestion to include Twitter and TikTok is excellent. Using Twitter</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold; font-style: italic\">                    &gt; for quick updates can keep our audience informed, while TikTok could help us</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold; font-style: italic\">                    &gt; reach a younger demographic with engaging video content. I need to think about</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold; font-style: italic\">                    &gt; how we can create content tailored for each platform.</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">&gt;&gt;&gt;&gt;&gt;&gt;&gt;&gt;&gt; Date and time of events: 2024-11-25T12:06:09.871578</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; font-style: italic; text-decoration: underline\">Lucas Martinez</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; font-style: italic\"> acts: [TALK] </span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; font-style: italic\">                    &gt; I think incorporating Twitter for updates and TikTok for engaging videos is a</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; font-style: italic\">                    &gt; fantastic idea! We can create content that fits each platform's style. Let's</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; font-style: italic\">                    &gt; brainstorm some specific ideas for each one.</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">&gt;&gt;&gt;&gt;&gt;&gt;&gt;&gt;&gt; Date and time of events: 2024-11-25T12:06:09.871578</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold; font-style: italic; text-decoration: underline\">Lucas Martinez</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold; font-style: italic\"> acts: [THINK] </span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold; font-style: italic\">                    &gt; We should consider what specific content we can create for each platform. For</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold; font-style: italic\">                    &gt; Instagram, we could do visually appealing posts and stories. For Twitter, we</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold; font-style: italic\">                    &gt; can share quick tips or updates. For TikTok, we could create fun, short videos</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold; font-style: italic\">                    &gt; that showcase our brand's personality.</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">&gt;&gt;&gt;&gt;&gt;&gt;&gt;&gt;&gt; Date and time of events: 2024-11-25T12:06:09.871578</span>\n",
       "<span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold; font-style: italic; text-decoration: underline\">Lucas Martinez</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold; font-style: italic\"> acts: [DONE] </span>\n",
       "\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">&gt;&gt;&gt;&gt;&gt;&gt;&gt;&gt;&gt; Date and time of events: 2024-11-25T12:06:09.871578</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Clara Thompson</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\"> --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Lucas Martinez</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">: [CONVERSATION] </span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; Absolutely! Let's brainstorm some specific ideas for Twitter and TikTok. For</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; Twitter, we could share quick tips related to our content, and for TikTok,</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; maybe we can create fun behind-the-scenes videos of our process. What do you</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">                    &gt; think?</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       ">>>>>>>>> Date and time of events: \u001b[1;36m2024\u001b[0m-\u001b[1;36m11\u001b[0m-25T\u001b[1;92m12:06:09\u001b[0m.\u001b[1;36m871578\u001b[0m\n",
       "\u001b[1;3;4;38;5;51mUSER\u001b[0m\u001b[1;3;38;5;51m --> \u001b[0m\u001b[1;3;4;38;5;51mLucas Martinez\u001b[0m\u001b[1;3;38;5;51m: \u001b[0m\u001b[1;3;38;5;51m[\u001b[0m\u001b[1;3;38;5;51mCONVERSATION\u001b[0m\u001b[1;3;38;5;51m]\u001b[0m\u001b[1;3;38;5;51m \u001b[0m\n",
       "\u001b[1;3;38;5;51m          > Get some work done together, help each other.\u001b[0m\n",
       "\u001b[1;3;38;5;51m>>>>>>>>> Date and time of events: \u001b[0m\u001b[1;3;38;5;51m2024\u001b[0m\u001b[1;3;38;5;51m-\u001b[0m\u001b[1;3;38;5;51m11\u001b[0m\u001b[1;3;38;5;51m-25T\u001b[0m\u001b[1;3;38;5;51m12:06:09\u001b[0m\u001b[1;3;38;5;51m.\u001b[0m\u001b[1;3;38;5;51m871578\u001b[0m\n",
       "\u001b[1;3;4;32mLucas Martinez\u001b[0m\u001b[1;3;32m acts: \u001b[0m\u001b[1;3;32m[\u001b[0m\u001b[1;3;32mTHINK\u001b[0m\u001b[1;3;32m]\u001b[0m\u001b[1;3;32m \u001b[0m\n",
       "\u001b[1;3;32m                    > Clara suggested we get some work done together. This could be a great\u001b[0m\n",
       "\u001b[1;3;32m                    > opportunity to collaborate and help each other out on our projects.\u001b[0m\n",
       "\u001b[1;3;38;5;51m>>>>>>>>> Date and time of events: \u001b[0m\u001b[1;3;38;5;51m2024\u001b[0m\u001b[1;3;38;5;51m-\u001b[0m\u001b[1;3;38;5;51m11\u001b[0m\u001b[1;3;38;5;51m-25T\u001b[0m\u001b[1;3;38;5;51m12:06:09\u001b[0m\u001b[1;3;38;5;51m.\u001b[0m\u001b[1;3;38;5;51m871578\u001b[0m\n",
       "\u001b[1;3;4;38;5;40mLucas Martinez\u001b[0m\u001b[1;3;38;5;40m acts: \u001b[0m\u001b[1;3;38;5;40m[\u001b[0m\u001b[1;3;38;5;40mTALK\u001b[0m\u001b[1;3;38;5;40m]\u001b[0m\u001b[1;3;38;5;40m \u001b[0m\n",
       "\u001b[1;3;38;5;40m                    > I think working together is a great idea! What tasks do you want to tackle\u001b[0m\n",
       "\u001b[1;3;38;5;40m                    > first?\u001b[0m\n",
       "\u001b[1;3;38;5;51m>>>>>>>>> Date and time of events: \u001b[0m\u001b[1;3;38;5;51m2024\u001b[0m\u001b[1;3;38;5;51m-\u001b[0m\u001b[1;3;38;5;51m11\u001b[0m\u001b[1;3;38;5;51m-25T\u001b[0m\u001b[1;3;38;5;51m12:06:09\u001b[0m\u001b[1;3;38;5;51m.\u001b[0m\u001b[1;3;38;5;51m871578\u001b[0m\n",
       "\u001b[1;3;4;32mLucas Martinez\u001b[0m\u001b[1;3;32m acts: \u001b[0m\u001b[1;3;32m[\u001b[0m\u001b[1;3;32mTHINK\u001b[0m\u001b[1;3;32m]\u001b[0m\u001b[1;3;32m \u001b[0m\n",
       "\u001b[1;3;32m                    > I should consider what tasks we can work on together. Maybe we can focus on\u001b[0m\n",
       "\u001b[1;3;32m                    > the upcoming campaign or brainstorm new ideas for social media.\u001b[0m\n",
       "\u001b[1;3;38;5;51m>>>>>>>>> Date and time of events: \u001b[0m\u001b[1;3;38;5;51m2024\u001b[0m\u001b[1;3;38;5;51m-\u001b[0m\u001b[1;3;38;5;51m11\u001b[0m\u001b[1;3;38;5;51m-25T\u001b[0m\u001b[1;3;38;5;51m12:06:09\u001b[0m\u001b[1;3;38;5;51m.\u001b[0m\u001b[1;3;38;5;51m871578\u001b[0m\n",
       "\u001b[1;3;4;38;5;129mLucas Martinez\u001b[0m\u001b[1;3;38;5;129m acts: \u001b[0m\u001b[1;3;38;5;129m[\u001b[0m\u001b[1;3;38;5;129mREACH_OUT\u001b[0m\u001b[1;3;38;5;129m]\u001b[0m\u001b[1;3;38;5;129m \u001b[0m\n",
       "\n",
       "\u001b[1;3;38;5;51m>>>>>>>>> Date and time of events: \u001b[0m\u001b[1;3;38;5;51m2024\u001b[0m\u001b[1;3;38;5;51m-\u001b[0m\u001b[1;3;38;5;51m11\u001b[0m\u001b[1;3;38;5;51m-25T\u001b[0m\u001b[1;3;38;5;51m12:06:09\u001b[0m\u001b[1;3;38;5;51m.\u001b[0m\u001b[1;3;38;5;51m871578\u001b[0m\n",
       "\u001b[1;3;4;38;5;40mLucas Martinez\u001b[0m\u001b[1;3;38;5;40m acts: \u001b[0m\u001b[1;3;38;5;40m[\u001b[0m\u001b[1;3;38;5;40mTALK\u001b[0m\u001b[1;3;38;5;40m]\u001b[0m\u001b[1;3;38;5;40m \u001b[0m\n",
       "\u001b[1;3;38;5;40m                    > Hey Clara, I'm ready to get started on our projects. What do you think we\u001b[0m\n",
       "\u001b[1;3;38;5;40m                    > should focus on first?\u001b[0m\n",
       "\u001b[1;3;38;5;51m>>>>>>>>> Date and time of events: \u001b[0m\u001b[1;3;38;5;51m2024\u001b[0m\u001b[1;3;38;5;51m-\u001b[0m\u001b[1;3;38;5;51m11\u001b[0m\u001b[1;3;38;5;51m-25T\u001b[0m\u001b[1;3;38;5;51m12:06:09\u001b[0m\u001b[1;3;38;5;51m.\u001b[0m\u001b[1;3;38;5;51m871578\u001b[0m\n",
       "\u001b[1;3;4;38;5;252mLucas Martinez\u001b[0m\u001b[1;3;38;5;252m acts: \u001b[0m\u001b[1;3;38;5;252m[\u001b[0m\u001b[1;3;38;5;252mDONE\u001b[0m\u001b[1;3;38;5;252m]\u001b[0m\u001b[1;3;38;5;252m \u001b[0m\n",
       "\n",
       "\u001b[1;3;38;5;51m>>>>>>>>> Date and time of events: \u001b[0m\u001b[1;3;38;5;51m2024\u001b[0m\u001b[1;3;38;5;51m-\u001b[0m\u001b[1;3;38;5;51m11\u001b[0m\u001b[1;3;38;5;51m-25T\u001b[0m\u001b[1;3;38;5;51m12:06:09\u001b[0m\u001b[1;3;38;5;51m.\u001b[0m\u001b[1;3;38;5;51m871578\u001b[0m\n",
       "\u001b[1;3;4;38;5;51mSome Corp Inc.\u001b[0m\u001b[1;3;38;5;51m --> \u001b[0m\u001b[1;3;4;38;5;51mLucas Martinez\u001b[0m\u001b[1;3;38;5;51m: \u001b[0m\u001b[1;3;38;5;51m[\u001b[0m\u001b[1;3;38;5;51mSOCIAL\u001b[0m\u001b[1;3;38;5;51m]\u001b[0m\u001b[1;3;38;5;51m \u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > Clara Thompson was successfully reached out, and is now available for\u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > interaction.\u001b[0m\n",
       "\u001b[1;3;38;5;51m>>>>>>>>> Date and time of events: \u001b[0m\u001b[1;3;38;5;51m2024\u001b[0m\u001b[1;3;38;5;51m-\u001b[0m\u001b[1;3;38;5;51m11\u001b[0m\u001b[1;3;38;5;51m-25T\u001b[0m\u001b[1;3;38;5;51m12:06:09\u001b[0m\u001b[1;3;38;5;51m.\u001b[0m\u001b[1;3;38;5;51m871578\u001b[0m\n",
       "\u001b[1;3;4;38;5;51mClara Thompson\u001b[0m\u001b[1;3;38;5;51m --> \u001b[0m\u001b[1;3;4;38;5;51mLucas Martinez\u001b[0m\u001b[1;3;38;5;51m: \u001b[0m\u001b[1;3;38;5;51m[\u001b[0m\u001b[1;3;38;5;51mCONVERSATION\u001b[0m\u001b[1;3;38;5;51m]\u001b[0m\u001b[1;3;38;5;51m \u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > I think we should start by brainstorming new content ideas for our upcoming\u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > campaign. What do you think?\u001b[0m\n",
       "\u001b[1;3;38;5;51m>>>>>>>>> Date and time of events: \u001b[0m\u001b[1;3;38;5;51m2024\u001b[0m\u001b[1;3;38;5;51m-\u001b[0m\u001b[1;3;38;5;51m11\u001b[0m\u001b[1;3;38;5;51m-25T\u001b[0m\u001b[1;3;38;5;51m12:06:09\u001b[0m\u001b[1;3;38;5;51m.\u001b[0m\u001b[1;3;38;5;51m871578\u001b[0m\n",
       "\u001b[1;3;4;32mLucas Martinez\u001b[0m\u001b[1;3;32m acts: \u001b[0m\u001b[1;3;32m[\u001b[0m\u001b[1;3;32mTHINK\u001b[0m\u001b[1;3;32m]\u001b[0m\u001b[1;3;32m \u001b[0m\n",
       "\u001b[1;3;32m                    > Clara suggested we start by brainstorming new content ideas for our upcoming\u001b[0m\n",
       "\u001b[1;3;32m                    > campaign. This sounds like a productive way to kick things off! I need to\u001b[0m\n",
       "\u001b[1;3;32m                    > think about what ideas I have in mind and how we can build on them together.\u001b[0m\n",
       "\u001b[1;3;38;5;51m>>>>>>>>> Date and time of events: \u001b[0m\u001b[1;3;38;5;51m2024\u001b[0m\u001b[1;3;38;5;51m-\u001b[0m\u001b[1;3;38;5;51m11\u001b[0m\u001b[1;3;38;5;51m-25T\u001b[0m\u001b[1;3;38;5;51m12:06:09\u001b[0m\u001b[1;3;38;5;51m.\u001b[0m\u001b[1;3;38;5;51m871578\u001b[0m\n",
       "\u001b[1;3;4;38;5;40mLucas Martinez\u001b[0m\u001b[1;3;38;5;40m acts: \u001b[0m\u001b[1;3;38;5;40m[\u001b[0m\u001b[1;3;38;5;40mTALK\u001b[0m\u001b[1;3;38;5;40m]\u001b[0m\u001b[1;3;38;5;40m \u001b[0m\n",
       "\u001b[1;3;38;5;40m                    > I think brainstorming new content ideas is a great starting point! I have a\u001b[0m\n",
       "\u001b[1;3;38;5;40m                    > few ideas in mind that we can discuss. What do you think?\u001b[0m\n",
       "\u001b[1;3;38;5;51m>>>>>>>>> Date and time of events: \u001b[0m\u001b[1;3;38;5;51m2024\u001b[0m\u001b[1;3;38;5;51m-\u001b[0m\u001b[1;3;38;5;51m11\u001b[0m\u001b[1;3;38;5;51m-25T\u001b[0m\u001b[1;3;38;5;51m12:06:09\u001b[0m\u001b[1;3;38;5;51m.\u001b[0m\u001b[1;3;38;5;51m871578\u001b[0m\n",
       "\u001b[1;3;4;32mLucas Martinez\u001b[0m\u001b[1;3;32m acts: \u001b[0m\u001b[1;3;32m[\u001b[0m\u001b[1;3;32mTHINK\u001b[0m\u001b[1;3;32m]\u001b[0m\u001b[1;3;32m \u001b[0m\n",
       "\u001b[1;3;32m                    > I should prepare to share my ideas for the campaign. I want to make sure they\u001b[0m\n",
       "\u001b[1;3;32m                    > align with what Clara is thinking and that we can build on each other's\u001b[0m\n",
       "\u001b[1;3;32m                    > suggestions.\u001b[0m\n",
       "\u001b[1;3;38;5;51m>>>>>>>>> Date and time of events: \u001b[0m\u001b[1;3;38;5;51m2024\u001b[0m\u001b[1;3;38;5;51m-\u001b[0m\u001b[1;3;38;5;51m11\u001b[0m\u001b[1;3;38;5;51m-25T\u001b[0m\u001b[1;3;38;5;51m12:06:09\u001b[0m\u001b[1;3;38;5;51m.\u001b[0m\u001b[1;3;38;5;51m871578\u001b[0m\n",
       "\u001b[1;3;4;38;5;252mLucas Martinez\u001b[0m\u001b[1;3;38;5;252m acts: \u001b[0m\u001b[1;3;38;5;252m[\u001b[0m\u001b[1;3;38;5;252mDONE\u001b[0m\u001b[1;3;38;5;252m]\u001b[0m\u001b[1;3;38;5;252m \u001b[0m\n",
       "\n",
       "\u001b[1;3;38;5;51m>>>>>>>>> Date and time of events: \u001b[0m\u001b[1;3;38;5;51m2024\u001b[0m\u001b[1;3;38;5;51m-\u001b[0m\u001b[1;3;38;5;51m11\u001b[0m\u001b[1;3;38;5;51m-25T\u001b[0m\u001b[1;3;38;5;51m12:06:09\u001b[0m\u001b[1;3;38;5;51m.\u001b[0m\u001b[1;3;38;5;51m871578\u001b[0m\n",
       "\u001b[1;3;4;38;5;51mClara Thompson\u001b[0m\u001b[1;3;38;5;51m --> \u001b[0m\u001b[1;3;4;38;5;51mLucas Martinez\u001b[0m\u001b[1;3;38;5;51m: \u001b[0m\u001b[1;3;38;5;51m[\u001b[0m\u001b[1;3;38;5;51mCONVERSATION\u001b[0m\u001b[1;3;38;5;51m]\u001b[0m\u001b[1;3;38;5;51m \u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > I'm excited to hear your ideas! What do you have in mind?\u001b[0m\n",
       "\u001b[1;3;38;5;51m>>>>>>>>> Date and time of events: \u001b[0m\u001b[1;3;38;5;51m2024\u001b[0m\u001b[1;3;38;5;51m-\u001b[0m\u001b[1;3;38;5;51m11\u001b[0m\u001b[1;3;38;5;51m-25T\u001b[0m\u001b[1;3;38;5;51m12:06:09\u001b[0m\u001b[1;3;38;5;51m.\u001b[0m\u001b[1;3;38;5;51m871578\u001b[0m\n",
       "\u001b[1;3;4;32mLucas Martinez\u001b[0m\u001b[1;3;32m acts: \u001b[0m\u001b[1;3;32m[\u001b[0m\u001b[1;3;32mTHINK\u001b[0m\u001b[1;3;32m]\u001b[0m\u001b[1;3;32m \u001b[0m\n",
       "\u001b[1;3;32m                    > Clara is excited to hear my ideas, which is encouraging. I need to share my\u001b[0m\n",
       "\u001b[1;3;32m                    > thoughts clearly and concisely. I have a few content ideas that could work\u001b[0m\n",
       "\u001b[1;3;32m                    > well for the campaign, such as interactive social media posts and user-\u001b[0m\n",
       "\u001b[1;3;32m                    > generated content.\u001b[0m\n",
       "\u001b[1;3;38;5;51m>>>>>>>>> Date and time of events: \u001b[0m\u001b[1;3;38;5;51m2024\u001b[0m\u001b[1;3;38;5;51m-\u001b[0m\u001b[1;3;38;5;51m11\u001b[0m\u001b[1;3;38;5;51m-25T\u001b[0m\u001b[1;3;38;5;51m12:06:09\u001b[0m\u001b[1;3;38;5;51m.\u001b[0m\u001b[1;3;38;5;51m871578\u001b[0m\n",
       "\u001b[1;3;4;38;5;40mLucas Martinez\u001b[0m\u001b[1;3;38;5;40m acts: \u001b[0m\u001b[1;3;38;5;40m[\u001b[0m\u001b[1;3;38;5;40mTALK\u001b[0m\u001b[1;3;38;5;40m]\u001b[0m\u001b[1;3;38;5;40m \u001b[0m\n",
       "\u001b[1;3;38;5;40m                    > I have a few ideas in mind! One is to create interactive social media posts\u001b[0m\n",
       "\u001b[1;3;38;5;40m                    > that engage our audience. Another idea is to encourage user-generated content\u001b[0m\n",
       "\u001b[1;3;38;5;40m                    > by running a contest. What do you think?\u001b[0m\n",
       "\u001b[1;3;38;5;51m>>>>>>>>> Date and time of events: \u001b[0m\u001b[1;3;38;5;51m2024\u001b[0m\u001b[1;3;38;5;51m-\u001b[0m\u001b[1;3;38;5;51m11\u001b[0m\u001b[1;3;38;5;51m-25T\u001b[0m\u001b[1;3;38;5;51m12:06:09\u001b[0m\u001b[1;3;38;5;51m.\u001b[0m\u001b[1;3;38;5;51m871578\u001b[0m\n",
       "\u001b[1;3;4;32mLucas Martinez\u001b[0m\u001b[1;3;32m acts: \u001b[0m\u001b[1;3;32m[\u001b[0m\u001b[1;3;32mTHINK\u001b[0m\u001b[1;3;32m]\u001b[0m\u001b[1;3;32m \u001b[0m\n",
       "\u001b[1;3;32m                    > I should also consider how we can promote the user-generated content contest\u001b[0m\n",
       "\u001b[1;3;32m                    > effectively. Maybe we can use targeted ads to reach a wider audience and\u001b[0m\n",
       "\u001b[1;3;32m                    > encourage participation.\u001b[0m\n",
       "\u001b[1;3;38;5;51m>>>>>>>>> Date and time of events: \u001b[0m\u001b[1;3;38;5;51m2024\u001b[0m\u001b[1;3;38;5;51m-\u001b[0m\u001b[1;3;38;5;51m11\u001b[0m\u001b[1;3;38;5;51m-25T\u001b[0m\u001b[1;3;38;5;51m12:06:09\u001b[0m\u001b[1;3;38;5;51m.\u001b[0m\u001b[1;3;38;5;51m871578\u001b[0m\n",
       "\u001b[1;3;4;38;5;252mLucas Martinez\u001b[0m\u001b[1;3;38;5;252m acts: \u001b[0m\u001b[1;3;38;5;252m[\u001b[0m\u001b[1;3;38;5;252mDONE\u001b[0m\u001b[1;3;38;5;252m]\u001b[0m\u001b[1;3;38;5;252m \u001b[0m\n",
       "\n",
       "\u001b[1;3;38;5;51m>>>>>>>>> Date and time of events: \u001b[0m\u001b[1;3;38;5;51m2024\u001b[0m\u001b[1;3;38;5;51m-\u001b[0m\u001b[1;3;38;5;51m11\u001b[0m\u001b[1;3;38;5;51m-25T\u001b[0m\u001b[1;3;38;5;51m12:06:09\u001b[0m\u001b[1;3;38;5;51m.\u001b[0m\u001b[1;3;38;5;51m871578\u001b[0m\n",
       "\u001b[1;3;4;38;5;51mClara Thompson\u001b[0m\u001b[1;3;38;5;51m --> \u001b[0m\u001b[1;3;4;38;5;51mLucas Martinez\u001b[0m\u001b[1;3;38;5;51m: \u001b[0m\u001b[1;3;38;5;51m[\u001b[0m\u001b[1;3;38;5;51mCONVERSATION\u001b[0m\u001b[1;3;38;5;51m]\u001b[0m\u001b[1;3;38;5;51m \u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > I really like your ideas! Creating interactive social media posts and running\u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > a contest for user-generated content could really engage our audience. Let's\u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > discuss how we can implement these.\u001b[0m\n",
       "\u001b[1;3;38;5;51m>>>>>>>>> Date and time of events: \u001b[0m\u001b[1;3;38;5;51m2024\u001b[0m\u001b[1;3;38;5;51m-\u001b[0m\u001b[1;3;38;5;51m11\u001b[0m\u001b[1;3;38;5;51m-25T\u001b[0m\u001b[1;3;38;5;51m12:06:09\u001b[0m\u001b[1;3;38;5;51m.\u001b[0m\u001b[1;3;38;5;51m871578\u001b[0m\n",
       "\u001b[1;3;4;32mLucas Martinez\u001b[0m\u001b[1;3;32m acts: \u001b[0m\u001b[1;3;32m[\u001b[0m\u001b[1;3;32mTHINK\u001b[0m\u001b[1;3;32m]\u001b[0m\u001b[1;3;32m \u001b[0m\n",
       "\u001b[1;3;32m                    > Clara liked my ideas, which is great! Now we need to figure out the details of\u001b[0m\n",
       "\u001b[1;3;32m                    > how to implement the interactive posts and the contest. I should think about\u001b[0m\n",
       "\u001b[1;3;32m                    > what platforms we can use and what kind of content would work best.\u001b[0m\n",
       "\u001b[1;3;38;5;51m>>>>>>>>> Date and time of events: \u001b[0m\u001b[1;3;38;5;51m2024\u001b[0m\u001b[1;3;38;5;51m-\u001b[0m\u001b[1;3;38;5;51m11\u001b[0m\u001b[1;3;38;5;51m-25T\u001b[0m\u001b[1;3;38;5;51m12:06:09\u001b[0m\u001b[1;3;38;5;51m.\u001b[0m\u001b[1;3;38;5;51m871578\u001b[0m\n",
       "\u001b[1;3;4;38;5;40mLucas Martinez\u001b[0m\u001b[1;3;38;5;40m acts: \u001b[0m\u001b[1;3;38;5;40m[\u001b[0m\u001b[1;3;38;5;40mTALK\u001b[0m\u001b[1;3;38;5;40m]\u001b[0m\u001b[1;3;38;5;40m \u001b[0m\n",
       "\u001b[1;3;38;5;40m                    > Great! Let's start by discussing the platforms we want to use for the\u001b[0m\n",
       "\u001b[1;3;38;5;40m                    > interactive posts. I think Instagram and Facebook could be effective. What do\u001b[0m\n",
       "\u001b[1;3;38;5;40m                    > you think?\u001b[0m\n",
       "\u001b[1;3;38;5;51m>>>>>>>>> Date and time of events: \u001b[0m\u001b[1;3;38;5;51m2024\u001b[0m\u001b[1;3;38;5;51m-\u001b[0m\u001b[1;3;38;5;51m11\u001b[0m\u001b[1;3;38;5;51m-25T\u001b[0m\u001b[1;3;38;5;51m12:06:09\u001b[0m\u001b[1;3;38;5;51m.\u001b[0m\u001b[1;3;38;5;51m871578\u001b[0m\n",
       "\u001b[1;3;4;32mLucas Martinez\u001b[0m\u001b[1;3;32m acts: \u001b[0m\u001b[1;3;32m[\u001b[0m\u001b[1;3;32mTHINK\u001b[0m\u001b[1;3;32m]\u001b[0m\u001b[1;3;32m \u001b[0m\n",
       "\u001b[1;3;32m                    > I should also consider what kind of contest we can run for user-generated\u001b[0m\n",
       "\u001b[1;3;32m                    > content. Maybe we can ask our audience to share their experiences with our\u001b[0m\n",
       "\u001b[1;3;32m                    > brand and offer a prize for the best submission.\u001b[0m\n",
       "\u001b[1;3;38;5;51m>>>>>>>>> Date and time of events: \u001b[0m\u001b[1;3;38;5;51m2024\u001b[0m\u001b[1;3;38;5;51m-\u001b[0m\u001b[1;3;38;5;51m11\u001b[0m\u001b[1;3;38;5;51m-25T\u001b[0m\u001b[1;3;38;5;51m12:06:09\u001b[0m\u001b[1;3;38;5;51m.\u001b[0m\u001b[1;3;38;5;51m871578\u001b[0m\n",
       "\u001b[1;3;4;38;5;252mLucas Martinez\u001b[0m\u001b[1;3;38;5;252m acts: \u001b[0m\u001b[1;3;38;5;252m[\u001b[0m\u001b[1;3;38;5;252mDONE\u001b[0m\u001b[1;3;38;5;252m]\u001b[0m\u001b[1;3;38;5;252m \u001b[0m\n",
       "\n",
       "\u001b[1;3;38;5;51m>>>>>>>>> Date and time of events: \u001b[0m\u001b[1;3;38;5;51m2024\u001b[0m\u001b[1;3;38;5;51m-\u001b[0m\u001b[1;3;38;5;51m11\u001b[0m\u001b[1;3;38;5;51m-25T\u001b[0m\u001b[1;3;38;5;51m12:06:09\u001b[0m\u001b[1;3;38;5;51m.\u001b[0m\u001b[1;3;38;5;51m871578\u001b[0m\n",
       "\u001b[1;3;4;38;5;51mClara Thompson\u001b[0m\u001b[1;3;38;5;51m --> \u001b[0m\u001b[1;3;4;38;5;51mLucas Martinez\u001b[0m\u001b[1;3;38;5;51m: \u001b[0m\u001b[1;3;38;5;51m[\u001b[0m\u001b[1;3;38;5;51mCONVERSATION\u001b[0m\u001b[1;3;38;5;51m]\u001b[0m\u001b[1;3;38;5;51m \u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > I agree that Instagram and Facebook are great choices! We could also consider\u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > Twitter for quick updates or TikTok for more engaging video content. What do\u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > you think?\u001b[0m\n",
       "\u001b[1;3;38;5;51m>>>>>>>>> Date and time of events: \u001b[0m\u001b[1;3;38;5;51m2024\u001b[0m\u001b[1;3;38;5;51m-\u001b[0m\u001b[1;3;38;5;51m11\u001b[0m\u001b[1;3;38;5;51m-25T\u001b[0m\u001b[1;3;38;5;51m12:06:09\u001b[0m\u001b[1;3;38;5;51m.\u001b[0m\u001b[1;3;38;5;51m871578\u001b[0m\n",
       "\u001b[1;3;4;32mLucas Martinez\u001b[0m\u001b[1;3;32m acts: \u001b[0m\u001b[1;3;32m[\u001b[0m\u001b[1;3;32mTHINK\u001b[0m\u001b[1;3;32m]\u001b[0m\u001b[1;3;32m \u001b[0m\n",
       "\u001b[1;3;32m                    > Clara's suggestion to include Twitter and TikTok is excellent. Using Twitter\u001b[0m\n",
       "\u001b[1;3;32m                    > for quick updates can keep our audience informed, while TikTok could help us\u001b[0m\n",
       "\u001b[1;3;32m                    > reach a younger demographic with engaging video content. I need to think about\u001b[0m\n",
       "\u001b[1;3;32m                    > how we can create content tailored for each platform.\u001b[0m\n",
       "\u001b[1;3;38;5;51m>>>>>>>>> Date and time of events: \u001b[0m\u001b[1;3;38;5;51m2024\u001b[0m\u001b[1;3;38;5;51m-\u001b[0m\u001b[1;3;38;5;51m11\u001b[0m\u001b[1;3;38;5;51m-25T\u001b[0m\u001b[1;3;38;5;51m12:06:09\u001b[0m\u001b[1;3;38;5;51m.\u001b[0m\u001b[1;3;38;5;51m871578\u001b[0m\n",
       "\u001b[1;3;4;38;5;40mLucas Martinez\u001b[0m\u001b[1;3;38;5;40m acts: \u001b[0m\u001b[1;3;38;5;40m[\u001b[0m\u001b[1;3;38;5;40mTALK\u001b[0m\u001b[1;3;38;5;40m]\u001b[0m\u001b[1;3;38;5;40m \u001b[0m\n",
       "\u001b[1;3;38;5;40m                    > I think incorporating Twitter for updates and TikTok for engaging videos is a\u001b[0m\n",
       "\u001b[1;3;38;5;40m                    > fantastic idea! We can create content that fits each platform's style. Let's\u001b[0m\n",
       "\u001b[1;3;38;5;40m                    > brainstorm some specific ideas for each one.\u001b[0m\n",
       "\u001b[1;3;38;5;51m>>>>>>>>> Date and time of events: \u001b[0m\u001b[1;3;38;5;51m2024\u001b[0m\u001b[1;3;38;5;51m-\u001b[0m\u001b[1;3;38;5;51m11\u001b[0m\u001b[1;3;38;5;51m-25T\u001b[0m\u001b[1;3;38;5;51m12:06:09\u001b[0m\u001b[1;3;38;5;51m.\u001b[0m\u001b[1;3;38;5;51m871578\u001b[0m\n",
       "\u001b[1;3;4;32mLucas Martinez\u001b[0m\u001b[1;3;32m acts: \u001b[0m\u001b[1;3;32m[\u001b[0m\u001b[1;3;32mTHINK\u001b[0m\u001b[1;3;32m]\u001b[0m\u001b[1;3;32m \u001b[0m\n",
       "\u001b[1;3;32m                    > We should consider what specific content we can create for each platform. For\u001b[0m\n",
       "\u001b[1;3;32m                    > Instagram, we could do visually appealing posts and stories. For Twitter, we\u001b[0m\n",
       "\u001b[1;3;32m                    > can share quick tips or updates. For TikTok, we could create fun, short videos\u001b[0m\n",
       "\u001b[1;3;32m                    > that showcase our brand's personality.\u001b[0m\n",
       "\u001b[1;3;38;5;51m>>>>>>>>> Date and time of events: \u001b[0m\u001b[1;3;38;5;51m2024\u001b[0m\u001b[1;3;38;5;51m-\u001b[0m\u001b[1;3;38;5;51m11\u001b[0m\u001b[1;3;38;5;51m-25T\u001b[0m\u001b[1;3;38;5;51m12:06:09\u001b[0m\u001b[1;3;38;5;51m.\u001b[0m\u001b[1;3;38;5;51m871578\u001b[0m\n",
       "\u001b[1;3;4;38;5;252mLucas Martinez\u001b[0m\u001b[1;3;38;5;252m acts: \u001b[0m\u001b[1;3;38;5;252m[\u001b[0m\u001b[1;3;38;5;252mDONE\u001b[0m\u001b[1;3;38;5;252m]\u001b[0m\u001b[1;3;38;5;252m \u001b[0m\n",
       "\n",
       "\u001b[1;3;38;5;51m>>>>>>>>> Date and time of events: \u001b[0m\u001b[1;3;38;5;51m2024\u001b[0m\u001b[1;3;38;5;51m-\u001b[0m\u001b[1;3;38;5;51m11\u001b[0m\u001b[1;3;38;5;51m-25T\u001b[0m\u001b[1;3;38;5;51m12:06:09\u001b[0m\u001b[1;3;38;5;51m.\u001b[0m\u001b[1;3;38;5;51m871578\u001b[0m\n",
       "\u001b[1;3;4;38;5;51mClara Thompson\u001b[0m\u001b[1;3;38;5;51m --> \u001b[0m\u001b[1;3;4;38;5;51mLucas Martinez\u001b[0m\u001b[1;3;38;5;51m: \u001b[0m\u001b[1;3;38;5;51m[\u001b[0m\u001b[1;3;38;5;51mCONVERSATION\u001b[0m\u001b[1;3;38;5;51m]\u001b[0m\u001b[1;3;38;5;51m \u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > Absolutely! Let's brainstorm some specific ideas for Twitter and TikTok. For\u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > Twitter, we could share quick tips related to our content, and for TikTok,\u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > maybe we can create fun behind-the-scenes videos of our process. What do you\u001b[0m\n",
       "\u001b[1;3;38;5;51m                    > think?\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "people[0].pp_current_interactions()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [],
   "source": [
    "reducer = ResultsReducer()\n",
    "\n",
    "def aux_extract_content(focus_agent: TinyPerson, source_agent:TinyPerson, target_agent:TinyPerson, kind:str, event: str, content: str, timestamp:str):\n",
    "\n",
    "    if event == \"TALK\":\n",
    "        author = focus_agent.name\n",
    "    elif event == \"CONVERSATION\":\n",
    "        if source_agent is None:\n",
    "            author = \"USER\"\n",
    "        else:\n",
    "            author = source_agent.name\n",
    "    else:\n",
    "        raise ValueError(f\"Unknown event: {event}\")\n",
    "    \n",
    "    \n",
    "    entry = (author, content)\n",
    "    print(entry)\n",
    "    return entry\n",
    "    \n",
    "\n",
    "\n",
    "reducer.add_reduction_rule(\"TALK\", aux_extract_content)\n",
    "reducer.add_reduction_rule(\"CONVERSATION\", aux_extract_content)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Finally, we obtain the dataframe with the data and save it to a `.csv`, for later use in other applications."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "('USER', 'Get some work done together, help each other.')\n",
      "('Lucas Martinez', 'I think working together is a great idea! What tasks do you want to tackle first?')\n",
      "('Lucas Martinez', \"Hey Clara, I'm ready to get started on our projects. What do you think we should focus on first?\")\n",
      "('Clara Thompson', 'I think we should start by brainstorming new content ideas for our upcoming campaign. What do you think?')\n",
      "('Lucas Martinez', 'I think brainstorming new content ideas is a great starting point! I have a few ideas in mind that we can discuss. What do you think?')\n",
      "('Clara Thompson', \"I'm excited to hear your ideas! What do you have in mind?\")\n",
      "('Lucas Martinez', 'I have a few ideas in mind! One is to create interactive social media posts that engage our audience. Another idea is to encourage user-generated content by running a contest. What do you think?')\n",
      "('Clara Thompson', \"I really like your ideas! Creating interactive social media posts and running a contest for user-generated content could really engage our audience. Let's discuss how we can implement these.\")\n",
      "('Lucas Martinez', \"Great! Let's start by discussing the platforms we want to use for the interactive posts. I think Instagram and Facebook could be effective. What do you think?\")\n",
      "('Clara Thompson', 'I agree that Instagram and Facebook are great choices! We could also consider Twitter for quick updates or TikTok for more engaging video content. What do you think?')\n",
      "('Lucas Martinez', \"I think incorporating Twitter for updates and TikTok for engaging videos is a fantastic idea! We can create content that fits each platform's style. Let's brainstorm some specific ideas for each one.\")\n",
      "('Clara Thompson', \"Absolutely! Let's brainstorm some specific ideas for Twitter and TikTok. For Twitter, we could share quick tips related to our content, and for TikTok, maybe we can create fun behind-the-scenes videos of our process. What do you think?\")\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>author</th>\n",
       "      <th>content</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>USER</td>\n",
       "      <td>Get some work done together, help each other.</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Lucas Martinez</td>\n",
       "      <td>I think working together is a great idea! What...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Lucas Martinez</td>\n",
       "      <td>Hey Clara, I'm ready to get started on our pro...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Clara Thompson</td>\n",
       "      <td>I think we should start by brainstorming new c...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Lucas Martinez</td>\n",
       "      <td>I think brainstorming new content ideas is a g...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>Clara Thompson</td>\n",
       "      <td>I'm excited to hear your ideas! What do you ha...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>Lucas Martinez</td>\n",
       "      <td>I have a few ideas in mind! One is to create i...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>Clara Thompson</td>\n",
       "      <td>I really like your ideas! Creating interactive...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>Lucas Martinez</td>\n",
       "      <td>Great! Let's start by discussing the platforms...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>Clara Thompson</td>\n",
       "      <td>I agree that Instagram and Facebook are great ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>Lucas Martinez</td>\n",
       "      <td>I think incorporating Twitter for updates and ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>Clara Thompson</td>\n",
       "      <td>Absolutely! Let's brainstorm some specific ide...</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "            author                                            content\n",
       "0             USER      Get some work done together, help each other.\n",
       "1   Lucas Martinez  I think working together is a great idea! What...\n",
       "2   Lucas Martinez  Hey Clara, I'm ready to get started on our pro...\n",
       "3   Clara Thompson  I think we should start by brainstorming new c...\n",
       "4   Lucas Martinez  I think brainstorming new content ideas is a g...\n",
       "5   Clara Thompson  I'm excited to hear your ideas! What do you ha...\n",
       "6   Lucas Martinez  I have a few ideas in mind! One is to create i...\n",
       "7   Clara Thompson  I really like your ideas! Creating interactive...\n",
       "8   Lucas Martinez  Great! Let's start by discussing the platforms...\n",
       "9   Clara Thompson  I agree that Instagram and Facebook are great ...\n",
       "10  Lucas Martinez  I think incorporating Twitter for updates and ...\n",
       "11  Clara Thompson  Absolutely! Let's brainstorm some specific ide..."
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df = reducer.reduce_agent_to_dataframe(people[0], column_names=[\"author\", \"content\"])\n",
    "df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [],
   "source": [
    "df.to_csv(\"../data/extractions/synthetic_data_generation.out.csv\", index=False)"
   ]
  }
 ],
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