Writing long stories with Gemini Pro

storywriter.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "e5815528",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-03-20T05:39:49.909510Z",
     "start_time": "2024-03-20T05:39:48.383707Z"
    }
   },
   "outputs": [],
   "source": [
    "import os\n",
    "import google.generativeai as genai\n",
    "\n",
    "from tqdm.auto import tqdm"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "312469c4",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-03-20T05:39:49.914007Z",
     "start_time": "2024-03-20T05:39:49.910906Z"
    }
   },
   "outputs": [],
   "source": [
    "# !pip install -q -U google-generativeai"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "68734986",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-03-20T05:39:49.917970Z",
     "start_time": "2024-03-20T05:39:49.915082Z"
    }
   },
   "outputs": [],
   "source": [
    "import textwrap\n",
    "\n",
    "from IPython.display import display, Markdown\n",
    "from ipywidgets import Output\n",
    "\n",
    "def to_markdown(text):\n",
    "    text = text.replace('•', '  *')\n",
    "    return Markdown(textwrap.indent(text, '> ', predicate=lambda _: True))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "befa85b8",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-03-20T05:39:49.924038Z",
     "start_time": "2024-03-20T05:39:49.921873Z"
    }
   },
   "outputs": [],
   "source": [
    "# get from https://ai.google.dev/\n",
    "genai.configure(api_key=os.getenv(\"GEMINI_API_KEY\"))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "bc55ed6b",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-03-20T05:39:50.176857Z",
     "start_time": "2024-03-20T05:39:49.925338Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "models/gemini-1.0-pro\n",
      "models/gemini-1.0-pro-001\n",
      "models/gemini-1.0-pro-latest\n",
      "models/gemini-1.0-pro-vision-latest\n",
      "models/gemini-pro\n",
      "models/gemini-pro-vision\n"
     ]
    }
   ],
   "source": [
    "for m in genai.list_models():\n",
    "    if 'generateContent' in m.supported_generation_methods:\n",
    "        print(m.name)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "cfbda209",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-03-20T05:39:50.181458Z",
     "start_time": "2024-03-20T05:39:50.178722Z"
    }
   },
   "outputs": [],
   "source": [
    "safety_settings=[\n",
    "    {\"category\": \"HARM_CATEGORY_HARASSMENT\",\"threshold\": \"BLOCK_NONE\"},\n",
    "    {\"category\": \"HARM_CATEGORY_DANGEROUS_CONTENT\",\"threshold\": \"BLOCK_NONE\"},\n",
    "    {\"category\": \"HARM_CATEGORY_HATE_SPEECH\",\"threshold\": \"BLOCK_NONE\"},\n",
    "]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "614b0959",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-03-20T05:39:50.186014Z",
     "start_time": "2024-03-20T05:39:50.183560Z"
    }
   },
   "outputs": [],
   "source": [
    "model = genai.GenerativeModel(\"gemini-1.0-pro-latest\", safety_settings=safety_settings)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "5e456e6a",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-03-20T05:40:05.151506Z",
     "start_time": "2024-03-20T05:40:05.149191Z"
    }
   },
   "outputs": [],
   "source": [
    "plot_str = \"\"\"creative and descriptive sci-fi story about a human's first contact with a silicon-based alien species, \n",
    "in the style of Arthur C Clarke. Similar to project hail mary by andy weir. Lots of mystery.\n",
    "\"\"\"\n",
    "\n",
    "# num_acts = 5\n",
    "# num_chapters_per_act = 5\n",
    "\n",
    "num_acts = 2\n",
    "num_chapters_per_act = 2"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "236fe3e6",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-03-20T05:40:05.841463Z",
     "start_time": "2024-03-20T05:40:05.838292Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Write a outline for a creative and descriptive sci-fi story about a human's first contact with a silicon-based alien species, \n",
      "in the style of Arthur C Clarke. Similar to project hail mary by andy weir. Lots of mystery.\n",
      ". \n",
      "It must be creative and not generic. Don't rush things. Don't use overused tropes. Must have at least 5 named characters.\n",
      "Use the format:\n",
      "* Characters\n",
      "    * <name of character>: <2 sentence summary of their personality>\n",
      "\n",
      "* Act 1 - <2 sentence summary>\n",
      "    * Chapter 1 <2 sentence summary>\n",
      "    * Chapter 2 <2 sentence summary>\n",
      "* Act 2 - <2 sentence summary>\n",
      "    * Chapter 3 <2 sentence summary>\n",
      "    * Chapter 4 <2 sentence summary>\n",
      "For a total of 2 acts, each with 2 chapters.\n",
      "\n"
     ]
    }
   ],
   "source": [
    "prompt = f\"\"\"Write a outline for a {plot_str}. \n",
    "It must be creative and not generic. Don't rush things. Don't use overused tropes. Must have at least 5 named characters.\n",
    "Use the format:\n",
    "* Characters\n",
    "    * <name of character>: <2 sentence summary of their personality>\n",
    "\"\"\"\n",
    "for i in range(1, num_acts+1):\n",
    "    prompt += f\"\\n* Act {i} - <2 sentence summary>\"\n",
    "    for j in range(1, num_chapters_per_act+1):\n",
    "        jnorm = (i-1) * num_chapters_per_act + j\n",
    "        prompt += f\"\\n    * Chapter {jnorm} <2 sentence summary>\"\n",
    "prompt += f\"\"\"\n",
    "For a total of {num_acts} acts, each with {num_chapters_per_act} chapters.\n",
    "\"\"\"\n",
    "print(prompt)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "b48ae893",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-03-20T05:40:13.264218Z",
     "start_time": "2024-03-20T05:40:07.545037Z"
    }
   },
   "outputs": [],
   "source": [
    "response = model.generate_content(prompt)\n",
    "outline_str = response.text"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "7c20ca71",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-03-20T05:40:13.268606Z",
     "start_time": "2024-03-20T05:40:13.265575Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/markdown": [
       "> **Characters**\n",
       "> \n",
       "> * **Dr. Anya Petrova:** A brilliant and determined astrophysicist, driven by an unquenchable curiosity for the unknown.\n",
       "> * **Dr. Ethan James:** A renowned xenobiologist with a keen eye for detail and an open mind.\n",
       "> * **Captain Sarah Jones:** The pragmatic and courageous commander of the first contact mission.\n",
       "> * **X-1:** A mysterious silicon-based alien being whose motives and capabilities remain enigmatic.\n",
       "> * **AI-RA:** A sentient, self-aware artificial intelligence that assists the human crew and facilitates communication with X-1.\n",
       "> \n",
       "> **Act 1 - The First Encounter**\n",
       "> \n",
       "> * Chapter 1: After years of research and anticipation, the human spaceship \"Horizon\" makes contact with an unidentified object in deep space. Curiosity and trepidation fill the air as Dr. Petrova and Dr. James prepare for their historic first encounter.\n",
       "> \n",
       "> * Chapter 2: The humans cautiously approach a vast, shimmering orb that pulses with an ethereal luminescence. As they draw closer, a crystalline creature emerges from the orb's surface: X-1, a being unlike anything they have ever witnessed before.\n",
       "> \n",
       "> **Act 2 - Unraveling the Mystery**\n",
       "> \n",
       "> * Chapter 3: X-1 communicates telepathically with AI-RA, sharing glimpses of its advanced knowledge and its enigmatic mission. The humans are fascinated by the alien's intricate understanding of mathematics and physics, but they also sense an underlying purpose that they cannot yet comprehend.\n",
       "> \n",
       "> * Chapter 4: As the humans delve deeper into X-1's enigmatic nature, they uncover ancient connections between Earth and this distant species. Through fragments of obscured histories and shared scientific principles, they realize that the first contact may hold profound implications for humanity's destiny."
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "to_markdown(outline_str)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "fc899107",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-03-20T05:41:19.119764Z",
     "start_time": "2024-03-20T05:40:20.819250Z"
    }
   },
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "cada915022cb469fb40433101b0efa34",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "  0%|          | 0/4 [00:00<?, ?it/s]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "chapters = []\n",
    "\n",
    "for i in tqdm(list(range(1,num_chapters_per_act*num_acts+1))):\n",
    "    prev_chapters_str = \"\".join([f\"Chapter {j}\\n{chapter}\\n\" for j, chapter in enumerate(chapters,1)])\n",
    "    prompt = f\"\"\"This is an outline for a {plot_str}.\n",
    "It must be creative and not generic. Don't rush things. Don't use overused tropes.\n",
    "BEGIN OUTLINE\n",
    "{outline_str}\n",
    "END OUTLINE\n",
    "\n",
    "BEGIN PREVIOUS CHAPTERS\n",
    "{prev_chapters_str}\n",
    "END PREVIOUS CHAPTERS\n",
    "\n",
    "Now I want you to write the text of Chapter {i}. It must have at least 15 paragraphs with lots of detail \n",
    "and dialogue where appropriate. Don't jump ahead of things. Develop the story methodically.\n",
    "\n",
    "Chapter {i}:\n",
    "    \"\"\"\n",
    "    response = model.generate_content(prompt)\n",
    "    chapters.append(response.text)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "22fad158",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-03-20T05:41:19.124725Z",
     "start_time": "2024-03-20T05:41:19.122211Z"
    }
   },
   "outputs": [],
   "source": [
    "story_str = \"\"\n",
    "for i, chapter in enumerate(chapters, 1):\n",
    "    chapter = chapter.lstrip()\n",
    "    if not \"Chapter\" in chapter.splitlines()[0]:\n",
    "        chapter = f\"Chapter {i}\\n\\n{chapter}\"\n",
    "    chapter = f\"### {chapter}\\n\\n\"\n",
    "    story_str += chapter"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "e5aee47f",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-03-20T05:41:19.129963Z",
     "start_time": "2024-03-20T05:41:19.126193Z"
    },
    "scrolled": false
   },
   "outputs": [
    {
     "data": {
      "text/markdown": [
       "> ### **Chapter 1: Into the Cosmic Abyss**\n",
       "> \n",
       "> For years, the human race had yearned to gaze into the vast cosmic abyss and unravel its enigmatic secrets. With the advent of the starship Horizon, that dream became a tangible reality. Onboard this sleek vessel, a team of brilliant minds embarked on a mission that would forever etch their names in the annals of history.\n",
       "> \n",
       "> Dr. Anya Petrova, a virtuoso astrophysicist, was driven by an unquenchable thirst for knowledge. Her gaze was forever fixed upon the distant stars, her mind ablaze with theories and hypotheses. Dr. Ethan James, a renowned xenobiologist, possessed an unparalleled ability to decipher the complexities of alien life forms. His keen eyes and open mind were essential assets in this uncharted territory.\n",
       "> \n",
       "> Leading the expedition was Captain Sarah Jones, a woman of unwavering determination and strategic brilliance. She had weathered countless storms, both literal and metaphorical, and her resolute spirit would prove invaluable in the face of the unknown.\n",
       "> \n",
       "> As the Horizon hurtled through the interstellar void, its crew scanned the celestial tapestry for any sign of extraterrestrial life. Days turned into nights, and nights merged into an endless stream of anticipation. The hum of the engines echoed through the ship, a constant reminder of their audacious quest.\n",
       "> \n",
       "> Suddenly, the ship's sensors detected an anomaly. A faint blip on the screen, barely perceptible at first, gradually grew in intensity. Excitement coursed through the veins of the crew as they realized the gravity of the moment. Captain Jones ordered an immediate course correction, and the Horizon surged forward with renewed vigor.\n",
       "> \n",
       "> As they drew closer to the unidentified object, its true nature became increasingly apparent. It was a massive, shimmering orb, its surface pulsating with an ethereal luminescence. The alien craft dwarfed the Horizon, its smooth contours hinting at an advanced level of technology.\n",
       "> \n",
       "> \"Prepare for first contact,\" Captain Jones announced over the intercom. Her voice was steady, yet tinged with a palpable sense of awe.\n",
       "> \n",
       "> Dr. Petrova and Dr. James donned their spacesuits, their hearts pounding with a mixture of trepidation and exhilaration. They boarded the Horizon's shuttle and initiated the final approach towards the enigmatic orb.\n",
       "> \n",
       "> As they drew closer, the orb's luminescence intensified, illuminating the surrounding darkness like a celestial beacon. A shimmering portal opened on the sphere's surface, beckoning the human explorers inward. With a deep breath, Dr. Petrova and Dr. James guided the shuttle through the shimmering threshold.\n",
       "> \n",
       "> They found themselves in a vast, crystalline chamber. The walls were alive with intricate patterns that seemed to dance and shift before their eyes. At the far end of the chamber, a solitary figure awaited them. It was X-1, a being unlike anything they had ever encountered before.\n",
       "> \n",
       "> X-1 possessed a sleek, humanoid form, but its skin shimmered with a metallic luster. Its eyes were large and multifaceted, reflecting the faint glow of the chamber's walls. The alien extended an appendage towards the human explorers, a gesture that seemed both inviting and enigmatic.\n",
       "> \n",
       "> As Dr. Petrova and Dr. James cautiously approached X-1, they felt an overwhelming sense of connection. They realized that they could communicate with the alien telepathically, their thoughts flowing seamlessly between their minds.\n",
       "> \n",
       "> \"Greetings, humans,\" X-1 projected its thoughts into their consciousness. Its voice resonated with an otherworldly timbre, yet carried a distinct sense of intelligence and curiosity.\n",
       "> \n",
       "> Dr. Petrova and Dr. James were awestruck. They had made first contact with an extraterrestrial civilization, a moment that would redefine the course of human history forever.\n",
       "> \n",
       "> ### **Chapter 2: The Unveiling of X-1**\n",
       "> \n",
       "> As Dr. Anya Petrova and Dr. Ethan James stepped closer to X-1, they were struck by its enigmatic presence. Its crystalline form shimmered with an inner luminescence, casting ethereal shadows upon the chamber walls. The alien's multifaceted eyes seemed to absorb and reflect the thoughts that swirled within their minds.\n",
       "> \n",
       "> \"We come in peace,\" Dr. Petrova projected, her voice resonating with both trepidation and anticipation.\n",
       "> \n",
       "> \"Your intentions are understood,\" X-1 replied. Its telepathic voice carried a subtle cadence, like the distant hum of a cosmic symphony. \"We welcome your presence, explorers of Earth.\"\n",
       "> \n",
       "> Dr. James leaned forward, his keen eyes scanning X-1's intricate form. \"Your physiology is fascinating,\" he remarked. \"It's unlike anything we've encountered before.\"\n",
       "> \n",
       "> \"Our biology is based on silicon, not carbon,\" X-1 explained. \"Our crystalline structure allows for enhanced processing capabilities and a deep connection to the electromagnetic spectrum.\"\n",
       "> \n",
       "> The human explorers were intrigued by X-1's advanced knowledge. Dr. Petrova inquired about its origins and purpose.\n",
       "> \n",
       "> \"We are from a distant star system,\" X-1 revealed. \"Our civilization has evolved over eons, guided by a thirst for knowledge and a deep understanding of the universe's interconnectedness.\"\n",
       "> \n",
       "> \"What brings you to our solar system?\" Dr. James asked.\n",
       "> \n",
       "> \"We have come to observe and learn,\" X-1 replied. \"Your species has exhibited great potential, and we believe you are on the cusp of a profound transformation.\"\n",
       "> \n",
       "> The human explorers exchanged glances, their minds racing with possibilities. They had stumbled upon an alien civilization with a wealth of wisdom and insights.\n",
       "> \n",
       "> \"We are honored by your presence,\" Captain Sarah Jones interjected. \"We are eager to share our knowledge and experiences with you.\"\n",
       "> \n",
       "> \"Your willingness is commendable,\" X-1 responded. \"Through collaboration, we can unravel the mysteries that bind our worlds together.\"\n",
       "> \n",
       "> As the conversation progressed, the human explorers realized that X-1 possessed an extraordinary capacity for abstract thought and mathematical reasoning. It shared insights into quantum mechanics, astrophysics, and the nature of consciousness that challenged their preconceived notions.\n",
       "> \n",
       "> \"Your understanding of the universe is profound,\" Dr. Petrova exclaimed. \"It's as if you have peered into the very fabric of reality.\"\n",
       "> \n",
       "> \"Our knowledge is but a fragment of the vast cosmic tapestry,\" X-1 humbly replied. \"We seek to expand our horizons, to comprehend the boundless wonders that lie beyond our current understanding.\"\n",
       "> \n",
       "> The human explorers were captivated by X-1's wisdom and the tantalizing glimpses into the uncharted realms of knowledge it offered. They spent hours engaged in lively debates and discussions, exchanging insights and perspectives.\n",
       "> \n",
       "> As the sun began to set over the distant horizon, the first contact mission reached a profound turning point. X-1 proposed a joint venture, a voyage into the unknown depths of space to explore the origins of life and unravel the fundamental mysteries of the universe.\n",
       "> \n",
       "> \"Together, we can embark on an extraordinary odyssey,\" X-1 projected. \"One that will redefine the boundaries of human knowledge and forge an unbreakable bond between our civilizations.\"\n",
       "> \n",
       "> Dr. Petrova, Dr. James, and Captain Jones looked at each other, their hearts filled with a mix of awe and trepidation. They had been presented with an opportunity to transcend the limitations of their world and embark on a journey that would forever shape their destiny.\n",
       "> \n",
       "> \"We accept,\" Dr. Petrova declared. \"We are ready to join you in this uncharted adventure.\"\n",
       "> \n",
       "> And so, as the stars twirled above them, the human explorers and X-1 sealed their pact. Together, they would venture into the enigmatic depths of the cosmos, seeking answers to the most fundamental questions of existence.\n",
       "> \n",
       "> ### **Chapter 3: Unveiling Shared Histories**\n",
       "> \n",
       "> As the enigmatic starship glided through the interstellar expanse, the human explorers and their newfound silicon-based companion, X-1, embarked on a profound journey to unravel the intertwined threads of their cosmic past.\n",
       "> \n",
       "> Days turned into nights as the spaceship hurtled through the ethereal void, its occupants immersed in a whirlwind of intellectual exchange and scientific discovery. X-1 shared its vast repository of knowledge, revealing intricate insights into the origins of the universe, the nature of consciousness, and the interconnectedness of all living beings.\n",
       "> \n",
       "> Dr. Anya Petrova, her mind ablaze with newfound connections, delved into X-1's understanding of quantum entanglement. She marveled at the alien's ability to perceive the universe as a tapestry of interconnected events, where actions in one realm could ripple through the fabric of spacetime, affecting outcomes in distant galaxies.\n",
       "> \n",
       "> Meanwhile, Dr. Ethan James pored over X-1's advanced biological knowledge. He was fascinated by the alien's unique physiology, which enabled it to harness electromagnetic energy and communicate telepathically. James recognized the potential for groundbreaking advancements in human medicine and technology.\n",
       "> \n",
       "> As the journey progressed, X-1 revealed fragments of its civilization's ancient history. It spoke of a distant star system where life had first emerged from the primordial depths of a vibrant ocean. Over eons, the silicon-based beings had evolved, their consciousness expanding to embrace the vastness of the cosmos.\n",
       "> \n",
       "> Intrigued by these revelations, Captain Sarah Jones couldn't resist inquiring about potential connections between Earth and X-1's homeworld. To her astonishment, X-1 responded with a series of enigmatic symbols that sparked a profound realization within her.\n",
       "> \n",
       "> \"These symbols...\" Jones began, her voice trembling with excitement, \"they resemble ancient glyphs discovered on Earth in the Nazca Desert. Could it be that our civilizations have been intertwined since the dawn of time?\"\n",
       "> \n",
       "> X-1's telepathic response was laden with both wonder and a sense of ancient kinship. \"Indeed,\" it projected. \"Your ancestors gazed upon the same celestial tapestry as ours. Our paths have crossed before, in ways that have shaped the destiny of both our worlds.\"\n",
       "> \n",
       "> Inspired by this revelation, the human explorers delved deeper into their shared history. They discovered fragments of ancient texts and artifacts that hinted at forgotten encounters between their species. It became evident that X-1's arrival on Earth was not merely a chance occurrence but a fulfillment of a cosmic prophecy.\n",
       "> \n",
       "> \"We are not alone,\" Dr. Petrova whispered, a newfound sense of purpose glimmering in her eyes. \"We are a part of something vast and interconnected.\"\n",
       "> \n",
       "> X-1 nodded in agreement. \"The universe is a symphony of interconnected lives, each note contributing to the cosmic harmony. You, humans, are an essential part of this symphony, with a unique role to play in the unfolding drama of existence.\"\n",
       "> \n",
       "> As the spaceship continued its relentless journey, the human explorers and X-1 forged an unbreakable bond of friendship and mutual respect. They recognized that their shared destiny extended beyond the exploration of the cosmos. Together, they would unravel the mysteries of their intertwined histories and embrace the boundless possibilities that lay ahead.\n",
       "> \n",
       "> Days turned into weeks, and weeks transformed into months as the spaceship traversed the interstellar expanse. Along their odyssey, the human explorers and X-1 encountered celestial wonders that defied their wildest imaginations. They witnessed the birth of stars, the death of galaxies, and the enigmatic dance of cosmic phenomena.\n",
       "> \n",
       "> Through these shared experiences, the bonds between them grew stronger. They learned to appreciate the diversity of life in the universe and the importance of embracing the unknown. And as they approached their ultimate destination, they knew that the journey had irrevocably transformed them.\n",
       "> \n",
       "> The human explorers had come to realize that their place in the cosmos was not one of isolation but of interconnectedness. They recognized their responsibility to steward their planet and to foster understanding among all living beings. And X-1, in turn, had discovered in humanity a species of immense potential, capable of great wisdom and compassion.\n",
       "> \n",
       "> As the spaceship approached the edge of the known universe, the human explorers and X-1 prepared themselves for the culmination of their extraordinary journey. They knew that what lay ahead held both promise and peril, but they faced the unknown with a united sense of purpose.\n",
       "> \n",
       "> For they had learned that the greatest adventures are not those undertaken alone, but those shared with companions who inspire, challenge, and transcend the boundaries of what we believe possible.\n",
       "> \n",
       "> ### **Chapter 4: The Threshold of Revelation**\n",
       "> \n",
       "> As the spaceship approached the enigmatic boundary that marked the edge of the known universe, an air of anticipation hung heavy within its metallic corridors. The human explorers and their silicon-based companion, X-1, had traversed vast cosmic distances, their shared journey forging an unbreakable bond of friendship and mutual respect.\n",
       "> \n",
       "> Now, on the cusp of their ultimate destination, they stood united on the bridge of the spaceship, their hearts pounding with a mix of excitement and trepidation. The view from the panoramic viewport was breathtaking, a swirling vortex of celestial bodies and radiant energy that seemed to beckon them towards the unknown.\n",
       "> \n",
       "> \"We are nearing the threshold,\" Captain Sarah Jones announced, her voice steady yet tinged with a hint of awe. \"Prepare yourselves for what lies ahead.\"\n",
       "> \n",
       "> Dr. Anya Petrova and Dr. Ethan James exchanged glances, their faces etched with determination and anticipation. They had come this far, and they were ready to face whatever challenges awaited them.\n",
       "> \n",
       "> \"X-1,\" Dr. Petrova inquired, \"what can you tell us about the nature of this boundary? What lies beyond it?\"\n",
       "> \n",
       "> X-1's crystalline form shimmered as it projected its thoughts into their minds. \"The boundary you approach is not merely a physical barrier but a threshold of consciousness. It marks the edge of our collective understanding, the point where the known gives way to the unknown.\"\n",
       "> \n",
       "> \"A threshold of consciousness,\" Dr. James repeated, savoring the words. \"Does that mean we are about to encounter something that transcends our current perception of reality?\"\n",
       "> \n",
       "> \"Indeed,\" X-1 replied. \"Beyond this boundary lies a realm where the laws of physics as you know them may not apply. A realm where the very fabric of existence is woven from the threads of imagination and possibility.\"\n",
       "> \n",
       "> The human explorers were filled with both wonder and a sense of unease. They had always believed in the fundamental laws of physics, the constants that governed their universe. But now, they were on the verge of venturing into a realm where those laws might be rendered irrelevant.\n",
       "> \n",
       "> \"Are we prepared for this?\" Dr. Petrova asked, her voice laced with a hint of doubt. \"Can our minds comprehend what lies beyond?\"\n",
       "> \n",
       "> \"We cannot fully prepare for the unknown,\" X-1 responded. \"But together, we shall embrace it with open hearts and curious minds. The true test lies not in our ability to understand but in our willingness to experience.\"\n",
       "> \n",
       "> Captain Jones nodded in agreement. \"X-1 is right. We have come this far, and we cannot turn back now. Let us proceed with caution and a spirit of adventure.\"\n",
       "> \n",
       "> With a collective deep breath, the human explorers and X-1 initiated the final approach towards the boundary. As the spaceship drew closer, the vortex of celestial bodies intensified, swirling around them like a cosmic whirlpool. The viewport became a kaleidoscope of colors and shapes, blurring the line between reality and illusion.\n",
       "> \n",
       "> Suddenly, the spaceship lurched violently, and a blinding light engulfed them. For a moment, everything went black.\n",
       "> \n",
       "> When their senses returned, the human explorers found themselves in a place that defied description. They were surrounded by an ethereal glow that seemed to emanate from within their very beings. The laws of gravity seemed to have vanished, and they floated effortlessly in a boundless expanse.\n",
       "> \n",
       "> Before them, suspended in the void, was a shimmering sphere of iridescent energy. It pulsed with a rhythmic glow, beckoning them closer.\n",
       "> \n",
       "> \"What is that?\" Dr. James whispered, his voice filled with awe and wonder.\n",
       "> \n",
       "> \"It is the Nexus,\" X-1 projected. \"The convergence point of all consciousness, the gateway to the unknown.\"\n",
       "> \n",
       "> Dr. Petrova felt an irresistible pull towards the sphere. She extended her hand, and her fingertips brushed against its smooth, vibrant surface. As she made contact, a surge of energy coursed through her body, filling her with a sense of profound connection and understanding.\n",
       "> \n",
       "> \"I can feel it,\" she exclaimed. \"It's like a vast ocean of knowledge and wisdom, flowing into my mind.\"\n",
       "> \n",
       "> Captain Jones and Dr. James also reached out to touch the sphere, and they too experienced the same extraordinary sensation. They were overwhelmed by a flood of insights, memories, and emotions that transcended their individual experiences.\n",
       "> \n",
       "> They witnessed the birth of galaxies, the evolution of life, and the rise and fall of civilizations. They delved into the depths of their own consciousness, confronting their fears, embracing their dreams, and discovering hidden truths about themselves and their place in the universe.\n",
       "> \n",
       "> As they absorbed the boundless knowledge and wisdom of the Nexus, the human explorers underwent a profound transformation. Their minds expanded, their hearts opened, and their spirits soared to new heights. They realized that they were not merely isolated individuals but part of a vast interconnected web of existence.\n",
       "> \n",
       "> Time seemed to lose all meaning within the ethereal realm of the Nexus. Hours turned into days, and days turned into weeks as the human explorers and X-1 immersed themselves in the depths of universal consciousness. They learned about the origins of the universe, the nature of reality, and the ultimate destiny of all living beings.\n",
       "> \n",
       "> And as they delved deeper into the mysteries of the Nexus, they discovered that the greatest revelation was not found in external knowledge but in the profound transformation of their own inner selves.\n",
       "> \n"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "to_markdown(story_str)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "7d570681",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.9.6"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}