{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Processing and narrating a video with GPT's visual capabilities and the TTS API\n", "\n", "This notebook demonstrates how to use GPT's visual capabilities with a video. GPT-4 doesn't take videos as input directly, but we can use vision and the new 128K context window to describe the static frames of a whole video at once. We'll walk through two examples:\n", "\n", "1. Using GPT-4 to get a description of a video\n", "2. Generating a voiceover for a video with GPT-4 and the TTS API\n" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "from IPython.display import display, Image, Audio\n", "\n", "import cv2 # We're using OpenCV to read video, to install !pip install opencv-python\n", "import base64\n", "import time\n", "from openai import OpenAI\n", "import os\n", "import requests\n", "\n", "client = OpenAI(api_key=os.environ.get(\"OPENAI_API_KEY\", \"\"))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 1. Using GPT's visual capabilities to get a description of a video\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "First, we use OpenCV to extract frames from a nature [video](https://www.youtube.com/watch?v=kQ_7GtE529M) containing bisons and wolves:\n" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "618 frames read.\n" ] } ], "source": [ "video = cv2.VideoCapture(\"data/bison.mp4\")\n", "\n", "base64Frames = []\n", "while video.isOpened():\n", " success, frame = video.read()\n", " if not success:\n", " break\n", " _, buffer = cv2.imencode(\".jpg\", frame)\n", " base64Frames.append(base64.b64encode(buffer).decode(\"utf-8\"))\n", "\n", "video.release()\n", "print(len(base64Frames), \"frames read.\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Display frames to make sure we've read them in correctly:\n" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "image/jpeg": 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", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "display_handle = display(None, display_id=True)\n", "for img in base64Frames:\n", " display_handle.update(Image(data=base64.b64decode(img.encode(\"utf-8\"))))\n", " time.sleep(0.025)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Once we have the video frames, we craft our prompt and send a request to GPT (Note that we don't need to send every frame for GPT to understand what's going on):\n" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\"🐺 Survival of the Fittest: An Epic Tale in the Snow ❄️ - Witness the intense drama of nature as a pack of wolves face off against mighty bison in a harsh winter landscape. This raw footage captures the essence of the wild where every creature fights for survival. With each frame, experience the tension, the strategy, and the sheer force exerted in this life-or-death struggle. See nature's true colors in this gripping encounter on the snowy plains. 🦬\"\n", "\n", "Remember to respect wildlife and nature. This video may contain scenes that some viewers might find intense or distressing, but they depict natural animal behaviors important for ecological studies and understanding the reality of life in the wilderness.\n" ] } ], "source": [ "PROMPT_MESSAGES = [\n", " {\n", " \"role\": \"user\",\n", " \"content\": [\n", " \"These are frames from a video that I want to upload. Generate a compelling description that I can upload along with the video.\",\n", " *map(lambda x: {\"image\": x, \"resize\": 768}, base64Frames[0::50]),\n", " ],\n", " },\n", "]\n", "params = {\n", " \"model\": \"gpt-4-vision-preview\",\n", " \"messages\": PROMPT_MESSAGES,\n", " \"max_tokens\": 200,\n", "}\n", "\n", "result = client.chat.completions.create(**params)\n", "print(result.choices[0].message.content)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 2. Generating a voiceover for a video with GPT-4 and the TTS API\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's create a voiceover for this video in the style of David Attenborough. Using the same video frames we prompt GPT to give us a short script:\n" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "In the vast, white expanse of the northern wilderness, a drama as old as time unfolds. Here, amidst the silence of the snow, the wolf pack circles, their breaths visible as they cautiously approach their formidable quarry, the bison. These wolves are practiced hunters, moving with strategic precision, yet the bison, a titan of strength, stands resolute, a force to be reckoned with.\n", "\n", "As tension crackles in the frozen air, the wolves close in, their eyes locked on their target. The bison, wary of every movement, prepares to defend its life. It's a perilous dance between predator and prey, where each step could be the difference between life and death.\n", "\n", "In an instant, the quiet of the icy landscape is shattered. The bison charges, a desperate bid for survival as the pack swarms. The wolves are relentless, each one aware that their success depends on the strength of the collective. The bison, though powerful, is outnumbered, its massive form stirring up clouds of snow as it struggles.\n", "\n", "It's an epic battle, a testament to the harsh realities of nature. In these moments, there is no room for error, for either side. The wolves, agile and tenacious, work in unison, their bites a chorus aiming to bring down the great beast. The bison, its every heaving breath a testament to its will to survive, fights fiercely, but the odds are not in its favor.\n", "\n", "With the setting sun casting long shadows over the snow, the outcome is inevitable. Nature, in all its raw beauty and brutality, does not show favor. The wolves, now victors, gather around their prize, their survival in this harsh climate secured for a moment longer. It's a poignant reminder of the circle of life that rules this pristine wilderness, a reminder that every creature plays its part in the enduring saga of the natural world.\n" ] } ], "source": [ "PROMPT_MESSAGES = [\n", " {\n", " \"role\": \"user\",\n", " \"content\": [\n", " \"These are frames of a video. Create a short voiceover script in the style of David Attenborough. Only include the narration.\",\n", " *map(lambda x: {\"image\": x, \"resize\": 768}, base64Frames[0::60]),\n", " ],\n", " },\n", "]\n", "params = {\n", " \"model\": \"gpt-4-vision-preview\",\n", " \"messages\": PROMPT_MESSAGES,\n", " \"max_tokens\": 500,\n", "}\n", "\n", "result = client.chat.completions.create(**params)\n", "print(result.choices[0].message.content)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now we can pass the script to the TTS API where it will generate an mp3 of the voiceover:\n" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", " \n", " " ], "text/plain": [ "" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "response = requests.post(\n", " \"https://api.openai.com/v1/audio/speech\",\n", " headers={\n", " \"Authorization\": f\"Bearer {os.environ['OPENAI_API_KEY']}\",\n", " },\n", " json={\n", " \"model\": \"tts-1-1106\",\n", " \"input\": result.choices[0].message.content,\n", " \"voice\": \"onyx\",\n", " },\n", ")\n", "\n", "audio = b\"\"\n", "for chunk in response.iter_content(chunk_size=1024 * 1024):\n", " audio += chunk\n", "Audio(audio)" ] } ], "metadata": { "kernelspec": { "display_name": "openai", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.9.16" } }, "nbformat": 4, "nbformat_minor": 2 }