📝. AgentGPT is a web-based AI agent that uses OpenAI’s large language models to process prompts. env file check "Show hidden file" in your file manger. That's what they have done with AutoGPT and i. Step 4: Install the required packages . fly apps create autogpt-js. Premium Explore Gaming. We’re on a journey to advance and democratize artificial intelligence through open source and open science. This video is a tutorial on how to use Dragon in version on Google Colab notebook with a free GPU, specifically focusing on the technique of Drag-GAN, which allows users to drag a generated image and make it do certain things using a custom image. run. How AutoGPT Works How AutoGPT Works AutoGPT utilizes a technique called few-shot learning. Using GPT-3 and LangChain's question_answering to query these documents. apostofes apostofes. The strategies it comes up with are hilariously convoluted and it’s both awesome and terrifying to watch. Click on the folder icon (shown within the green box) Click on the ‘move up one folder’ icon (shown within the green box) Now you can view all folders that are tied to this instance. Then select the correct version (3. Designed by Dall-E 2. Load 4 more related. The Colab notebook for this. It has some ability, and an unending tenacity and ya maybe now it can’t do much by itself but you better bet that in a few years it’ll be able to by itself make social. AutoGPTはPython言語で書かれたオープンソースの実験的アプリケーションで、「自立型AIモデル」ともいわれます。. It helps you to automate common coding tasks and streamline your workflow. ago. 5 for us clowns without proper access) into a prototype version of a self-directed agent. Disco DiffusionAutoGPT can generate text faster than human writers and reduce the need for manual editing and review. It takes the knowledge of LLM to. AutoGPT简单部署，AutoGPT安装使用方法，ChatGPT升级版AutoGPT是什么？一个全自动的AI概念Many AI image generators use Stable Diffusion, but most of them require a paid subscription. The GPT4-x-Alpaca is a remarkable open-source AI LLM model that operates without censorship, surpassing GPT-4 in performance. This script works with all OpenAI models, as well as Llama and its variations through Llama. If anyone is interested in helping, please spin up an instance and direct it to research and work on this ticket. import os import openai openai. ) I am trying to install autogpt on my Mac (python 3. HOW TO RUN AUTOGPT 🤖. AutoGPT is an experimental project, that is, it has its bugs and flaws, especially when faced with new and not-so-common roles and goal descriptions, but it’s already a tremendous showcase of GPT-4’s. Use textbox below if you want to checkout other branch or old commit. pip install -r requirements. AutoGPT supports also ChatGPT which uses. 起動とともに logs と autogpt/auto_gpt_workspace のフォルダが生成されます。. Creating an EC2 instance and connecting it to a Colab notebook is, therefore, cheaper than using SageMaker while getting to keep the preferred(by many) Colab interface. Outputs will not be saved. If you are using it for the first time, you would have to add the service. 2)Google Drive:is a complicated AI instrument that gives you with a strong textual content technology mannequin, GPT-4, Discover ways to arrange AutoGPT in a Google Colab atmosphere for seamless and environment friendly use. In this paper,. Lack of GPT-4 makes prompts much more important. As one of the first examples of GPT-4 running fully. import dotenv dotenv. To make pizza, simply preheat your oven and spread your favorite sauce on a pre-made crust. There, I Fixed It . There's a free Chatgpt bot, Open Assistant bot (Open-source model), AI image generator bot, Perplexity AI bot, 🤖 GPT-4 bot ( Now with Visual capabilities. Step #1: Open colab. Milvus Lite is a lightweight version of Milvus that works seamlessly with Google Colab and Jupyter Notebook. py. In this article, we will see how to run simple Python code on Google Colab. enter your own openai api key to start using autogpt on hugging face servers. Step 4: Ingesting data with memory pre-seeding. ⚙️ WORK IN PROGRESS ⚙️: The plugin API is still being refined. Auto-GPT. To display the list of all magic commands you can use the command : %lsmagic. 1. It used the 'do_nothing' command immediately, even though one of its explicitly stated goals was to not use that particular command. I'm thinking maybe it has a problem with prompts that are too broad, which of course is totally opposite of all. 動画をご覧いただきありがとうございます。本日はChatGPT進化版、完全自動のAuto-GPTのインストール方法・使い方全手順を実際に使いながらご紹介. Google Colab is an online notebook-like coding environment that is well-suited for machine learning and data analysis. Use Development Containers. txt file fould at. This program, driven by GPT-4, autonomously deve. Welcome back! ChatGPT has taken over the world (not in a literal sense), and there have been tons of spin off projects from ChatGPT, including Auto-GPT! So, let’s take a look at one of the best ways to use Auto-GPT right now! This is by using the autogpt-gui project on GitHub! This brings in a GUI to AutoGPT, making it even easier. Then you need to understand a difference. Basically, it seems incapable of running any task to completion. Til. Et vous pouvez aussi avoir le lancer directement avec Python et avoir les logs avec la commande : Galaxy S24 Unveiled: A Closer Look at the Latest Design and Advanced AI Features. 一番の特徴はAutoGPTはユーザーの入力した達成したいゴールから、 自律的で学習し、タスクの実行案を提案し、実行する ことができる「自律型 AI」に近い存在です。 観点にいうと「ドラえもんのよ. zip file, which once downloaded must be unzipped and placed in the folder of your choice, note that the AutoGPT files are there. txt; Usage: python AUTOGPT. Basically, it seems incapable of running any task to completion. Instead it's a series of pre-created codes that you can run without. ago. Either your drive permissions, folder permissions, or file permissions are not set correctly to allow public access. open accesses the webbrowser on the machine which runs the code; in this case, that machine is a Google Cloud VM that runs all Python code you execute on Colab. Kudeir that allows users to easily implement the ChatGPT natural language processing tool within the Google Colab framework. AutoGPT uses the OpenAI's API and gives you the option to choose between four models Davinci, Curie, Babbage and Ada. env and fill in your OPENAI_API_KEY and the PINECONE_API_KEY and PINECONE_ENV. env. Follow edited Jun 13, 2019 at 19:10. AutoGPT requires several Python packages to run, including Transformers and Torch. Explore the comprehensive guide for AutoGPT, with step-by-step tutorials, tips, and insights to help you fully harness the power of AI-driven coding and automation with AutoGPT. # activate your conda environment %%bash source activate myenv python # python commands are ready to run within your environment. IME gpt4xalpaca is overall 'better' the pygmalion, but when it comes to NSFW stuff, you have to be way more explicit with gpt4xalpaca or it will try to make the conversation go in another direction, whereas pygmalion just 'gets it' more easily. Google Photos [Demo Images are uploaded in Goggle Photos process]. Colab notebook with langchain agent using custom knowledge base and Zapier: Colab, it can be read as an environment variable in the following cell. 「AIエージェント」とは、「LLM」を使用して繰り返し実行する行動を決定し、以前の行動の結果を観察することに基づいて、将来の行動を決定するシステムを意味します。. At this point, the script will begin installing any missing. . April 2023. create a notebook and paste some code then run it 2. 3k stars Watchers. pip install -r requirements. I downloaded the colorama module for python and I double clicked the setup. In this video, I will demonstra. ago. Mit Colab oder „Colaboratory“ können Sie Python-Code in Ihrem Browser schreiben und ausführen. - Issues · Significant-Gravitas/AutoGPTAutoGPT is an innovative, open-source application that leverages the power of GPT-4, OpenAI’s advanced generative pre-trained transformer technology. This project is by. gitattributes","contentType":"file"},{"name":"AUTOGPT. Colab Notebooks: ⭐ Camel (LangChain): (LangChain): is a Xcode Source Editor extension that enhances productivity by leveraging the capabilities of GPT. LLMs enable automation of cognitive workflows. First off, we need to install the following libraries into our Colab notebook: !pip install tiktoken openai pinecone-client -q. Experiment with different fine-tuning techniques to achieve the desired effectiveness and precision. un. That means you can use Auto-GPT to apply more concretely what ChatGPT does. Just run the cells, change the parameters, values, and sources, and enjoy the diversity of AI. env') You can hide it as an environment variable and assign it to the variable. 8以上版本的，同时安装的时候一定要勾选下面图的的红框框，这就是视频里老哥提到的问题. — to enjoy the power of Machine and Deep Learning on every device (even on smartphones). You can also set the image size to different values, your options are 256, 512 and 1024. Autogpt and similar projects like BabyAGI only work with paid APIs,. This notebook is open with private outputs. Transformers integration documentation; Optimum integration documentation; The Bloke repositories with compatible GPTQ models. Overview. Code of conduct Activity. from pathlib import Path DIR = '. AutoGPT is an experimental, open-source application based on the OpenAI GPT-4 model. load_dotenv('. AutoGPT is an experimental project, that is, it has its bugs and flaws, especially when faced with new and not-so-common roles and goal descriptions, but it’s already a tremendous showcase of GPT-4’s capabilities and the potential of a modular approach to combine multiple AI agents. A gentle. 1. You switched accounts on another tab or window. lol. Stay up-to-date on the latest developments in artificial intelligence and natural language processing with the Official Auto-GPT Blog. One striking example of this is Autogpt, an autonomous AI agent capable of performing tasks. 5 through its API to create mature projects by iterating over its prompts and building them in each iteration. Sign in to comment. 6. For example, it can search the web for information about the benefits of using AutoGPT, it can use a text editor to write the blog post, and it can use a spell checker to check the grammar and spelling of the blog post. I want to run AutoGPT in Colab but fail with. Once the goal is set, it will break down the tasks, plan actions, gather information online or use external tools, and iteratively re-evaluate and adjust the actions until the goals are achieved [11]. The easter innovation in AI and LLM with AutoGPT, BabyAGI and Langchain. . The project was started by Torantulino, a developer and AI enthusiast who wanted to explore the potential of GPT-4. It crashed. template to . Introducing AutoGPT, a. To run conda environments within google colab, you can use a %%bash magic line. Download Bardeens FREE AI Automation Chrome Extension: & Sources: is an open-source project that anyone can contribute to or use for their own purposes. Open the notebook on Colab everything is ready!</strong></p> <p dir="auto"><strong>RUN NOW ON COLAB😮</strong> <a. Step 0: Installs & imports. How to add autocomplete feature in google colab? I recently started using Google Colab and absolutely love to use it. Navigate to the Auto-GPT project folder. Prueba de ello es AutoGPT, un nuevo experimento creado por. Colab notebooks allow you to combine executable code and rich text in a single document, along with images, HTML, LaTeX and more. We would like to show you a description here but the site won’t allow us. On the free Starter plan, you get one project and one index with enough resources for testing Pinecone and for running small applications. I updated the Colab notebook with some faster generator code I borrowed from finetune's dungeon. 従来のLangChainエージェント (およびAutoGPT) では、エージェントは一度に一歩先を考え. The VC instead coded the similar program BabyGPT, by having the idea for how to turn GPT-4 into an agent. It only really works with access to the company’s latest AI language model, GPT-4. cpp#2 (comment) i'm using vicuna for embeddings and generation but it's struggling a bit to generate proper commands to not fall into a infinite loop of attempting to fix itself X( will look into this tmr but super exciting cuz i got the embeddings working! (turns out it was a bug on. On AutoGPT. Run python -m autogpt in your terminal to start it up. We don’t need any more prompts as we do. Beyond simply using. However, there is a way to use Stable Diffusion 2. Link: your Flask app, import the necessary modules to run the Colab notebook, such as gdown or pyngrok; Create a new endpoint in your Flask app that triggers the execution of the Colab notebook, using the link to the notebook file. 1 on your comp. The Full Google Doc List is here. The most straight forward option to set up is Dall-e, so go to your . Local-Autogpt-LLm. 两个软件安装完成后，在桌面新建一个文件夹，命名为autoGPT（什么都可以无所谓）. This program, driven by GPT-4, chains together LLM "thoughts", to autonomously achieve whatever goal you set. payload":{"allShortcutsEnabled":false,"fileTree":{"":{"items":[{"name":"“AutoGPT_ipynb”. ; A colab notebook containing the whole code of the article can be found here. Preparing your Google Colab Notebook. Auto-GPT Integration with Google Colab for a Seamless User Experience. 梯子各不相同，可根據實際情況自行設定。 第二步. また、ChatGPTはあくまでもテキスト形式での一問一答であり、把握している情報も2021年9月までの情報です。. environ["OPENAI_API_KEY"] Share. You can easily share your Colab notebooks with co-workers or friends, allowing them to comment on your notebooks or even edit them. Click on the folder icon (shown within the green box) Click on the ‘move up one folder’ icon (shown within the green box) Now you can view all folders that are tied to this instance. Then the command requests. Auto-GPT needs an inherent understanding of itself and the ability to connect with other Auto-GPT instances for collaboration. md; 4. Creating and importing data. Although the. その大きな特徴は、AutoGPTにゴール（目標）を伝えると、その. Step 4: Install the required packages . 1. I've had about 24 hours of experience with AutoGPT, and I'm very impressed by its future potential, but the current 'stable' distribution still seems nearly unusable (caveat: I'm running turbo-GPT-3. Otherwise, even fine-tuning a dataset. Thanks! We have a public discord server. Get insights into how GPT technology is transforming industries and changing the way we interact with machines. Hey u/CompassSolutions, please respond to this comment with the prompt you used to generate the output in this post. Blockchain-based smart contracts empower the robot to interact with human bidders as a. To solve the "Preparing metadata (pyproject. Readme License. Auto-GPT needs an inherent understanding of itself and the ability to connect with other Auto-GPT instances for collaboration. **Note that as this Github issue highlights, Pinecone & AutoGPT should be used with extreme caution as (at the. Auto-GPT is an outstanding AI technology that utilizes GPT-4 and GPT-3. The extra option is Export to Colab! Colab, or Colaboratory, is a free Jupyter. Important: please take a moment to read autogpt instructions to avoid risks and to learn the meaning of the various options. The screen flashed, but when I try to import the module, it always says No Module named colorama I copied and pasted. In order to add long-term memory to AutoGPT, the steps we need to take include: Step 1: Install & configure AutoGPT. 当然有，使用 Colab 就可以轻松的安装部署 AutoGPT，让我们随时随地使用 AutoGPT 为我们干活和创造价值。 本视频从「安装部署AutoGPT教程」、「下载 AutoGPT 后使用 Auto-GPT 的技巧」等方面进行讲解。Mount the drive in the Colab Instance. 5, not GPT-4, and I don't know if using the latter would fix some of the problems). Enter nothing to load defaults, enter nothing when finished. A: To fine-tune GPT-4, consider sourcing domain-specific resources and datasets to optimize AutoGPT's understanding of your niche area. Create a Google Colab and add a "Run on Colab" button to the README. Sie können Folgendes tun: Egal, ob Sie Student, Data Scientist oder AI-Forscher sind – Colab erleichtert Ihnen die Arbeit. Unlike ChatGPT, which requires human guidance to complete tasks, Auto-GPT is able to determine the steps needed to achieve a given goal. How to add hinterland or auto autocomplete in google colab? Have you tried to press Ctrl + Space or Tab ?Does google-colab have this feature? google-colaboratory; Share. Please note: Although this tutorial was done in Google Colab (free), you may want to try other environments. Sign in 13K subscribers in the AutoGPT community. 0 license Code of conduct. cpp! see keldenl/gpt-llama. sh start. There has been an incredible development in LLM and AI in just the last few weeks! Personally, I have spent quite a bit of time testing, learning, and exploring, so I thought I would write a summary of what I have seen and. Load 4 more related questions Show fewer related questions Sorted by: Reset to default Know someone who can answer?. Encuentra el repo de #github para #Autogpt. intro. There's also that one notebook/colab for testing langchain but is above my abilities to use. The only way to control your browser from within Colab is via Javascript. Sign inWe’re on a journey to advance and democratize artificial intelligence through open source and open science. ⚠️ The Notebook on Google Colab is currently under maintenance ⚠️ Abusing this tool is at your own risk. co. You signed in with another tab or window. Before you begin If you haven't already, sign up for a free Pinecone account. ago. And there's Auto-Vicuna of course, whose development however seems. Once we get them talking they can figure out the most efficient way to move forward. First, set your Colab’s runtime to GPU, you’ll thank me later. We give the model a goal, and AutoGPT tries to reach this goal automatically. 「autogptはもう古いんじゃないか？」 と一部で話題。 代わりに 【aiとaiを対話】させる「camel」🐫がすごい。 aiとaiを会話させることで、高精度のアウトプットが出力されます。 もうプロンプトをむずかしく考える必要なし😃 ⏬camelに小説を作らせてみまし. I rewrote the app to run a server with NextJS, calling the stable diffusion img2img endpoint via Replicate. Share. ColabList all your available voices with voices (). . 従来のLangChainエージェント (およびAutoGPT) では、エージェントは一度に一歩先を考えます。 #1 Set up your OpenAI account & create an API key #2 Establish the general connection from Google Colab #3 Try different requests: text generation, image creation & bug fixing. Luckily, HuggingFace has generously provided pretrained models in PyTorch, and Google Colab allows usage of their GPU (for a fixed time). huggingface. The project was started by Torantulino, a developer and AI enthusiast who wanted to explore the potential of GPT-4. Internet archive module . MIT license Code of conduct. They allow it everybody — AI researcher, artist, data scientist et al. AutoGPT is one of the AI agents that aims to make GPT-4 fully autonomous. e. Thank you for taking the time to read this !i got autogpt working with llama. . It uses outside memory to keep track of what it is doing and provide context, which lets it evaluate its situation, generate new tasks or self-correct, and add new tasks to the queue, which it then prioritizes. In case you do not use the Git program, you can download the . 🧠 The world's leading AI newsletter:. ipynb or fast_stable_diffusion_AUTOMATIC1111. 5 for most developers, it would be great to see Auto-GPT use GPT-3. /run. Autonomous Agents are based on two great pillars. FengY1ng/AutoGPT_Colab. On y arrive enfin, le moment de lancer AutoGPT pour l’essayer ! Si vous êtes sur Windows, vous pouvez le lancer avec la commande : . autogpt. For example, all the code was also applied in Databricks. Name your own custom AI characters and have them embark on any goal imaginable 🚀. For next-gen automation. 第三步. Models these days are very big, and most of us don’t have the resources to train them from scratch. Improve this question. Add a description, image, and links to the autogpt topic page so that developers can more easily learn about it. Auto-GPT is an experimental open-source application showcasing the capabilities of the GPT-4 language model. 825 in the same region. I'm particularly interested in using LangChain's data-aware and agentic approach to enable powerful and differentiated applications that can connect a language model to other sources of data and allow it to interact with its. Edit 2: There was a bug that was causing colab requests to fail when run on a fresh prompt/new game. Auto-GPT is an open-source project built on top of GPT-4 to automate the task of automating tasks :) It’s created by Torantulino. , it can perform tasks with little human intervention and self-initiate instructions. With the free version of Google Colab you can get an Nvidia Tesla T4 GPU with ~16GPU VRAM, which is great for what we’re doing. Sorted by: 1. --I can knock out Cleanup and enforce coding standards fairly quickly. 👤 Authentication. Let’s do it in this article. コマンドに run. Try Gorilla with the provided Google Colab notebook, or run it locally using the instructions in the inference folder. Here’s the thing, nobody can deny that AI is getting better and better and with autoGPT it is semi autonomous and continues to pursue its goals until they are accomplished. How to add hinterland or auto autocomplete in google colab? Have you tried to press Ctrl + Space or Tab ? Does google-colab have this feature? google-colaboratory; Share. py in your current working folder. This is the test problem I. En esta oportunidad quiero hablarles de Google Colaboratory. AutoGPT is an experimental open-source application showcasing the capabilities of modern Large Language Models. You can prompt to "request full text of search result if needed" and then enter the text as needed to get page by page analysis. 7 introduces initial REST API support, powered by e2b's agent protocol SDK. Stars. AutoGPT. Step 2: Pinecone API Key Setup. Til. The text was updated successfully, but these errors were encountered:. Enroll for the best Generative AI Course: Use KerasCV to train powerful image classifiers. Video 1. The versatility of these agents in adapting to various roles and industries showcases their immense potential to transform the way we approach image generation. When we start Auto-GPT it prompts us to give it a name, define a role for it, and. $ cd 'Auto-GPT'. ) Reason: rely on a language model to reason (about how to answer based on. 「Google Colab」で「GPT-3」と会話する方法をまとめました。 1. ここ数日、Auto-GPTに関して目にする機会がありましたので、試してみたくてワクワクしていました。平日だとまとまった時間が取れないので、休日は良いですね。 Auto-GPTは、GPT-4やGPT-3. It can also interact with your on-premise files, emails and much more. But the window won't open. zip file, which once downloaded must be unzipped and placed in the folder of your choice, note that the AutoGPT files are there. It can also. All reactions. AutoGPT is an experiment done by developers to automate tasks or a series of them. Sign in. このアプローチには、次のような利点があります. bin extension) will no longer work. It allows you to write and execute Python code, save and share your work, and collaborate. Auto-GPT, driven by GPT-4 (or 3. Then, copy the Extracted Autogpt folder in there: 3. This will help avoid Command evaluate_code returned:. AutoGPT plugins are currently available for VS Code, Jupyter Notebook, Google Colab, and more. When we start Auto-GPT it prompts us to give it a name, define a role for it, and give it some goals. It is powered by GPT 4/GPT 3 – an advanced Large Language Model (LLM). Note: Training a large language model requires a powerful GPU and a lot of memory. The AI hype cycle is well and alive. Chrome not reachable. 利用谷歌colab部署AutoGpt 一、谷歌colab相关配置. remoting. Some codes are specific to Goole Colab, though. Its adaptability makes it an ideal candidate for integration into a wide range of applications and. In this tutorial, you'll discover how to utilize La. 0. It is taking a moment to think. AutoGPT — Empowering Automation and Beyond. Hello everyone 🥰 , I wanted to start by talking about how important it is to democratize AI. This program, driven by GPT-4, chains together LLM "thoughts", to autonomously achieve whatever goal you set. AGI (Artificial General Intelligence) 的最新发展，我们怎么样使用最新的AGI的应用。April 13, 2023 • 13 minutes read. See Also: How to Access Auto GPT website Alternatives to Auto-GPT. api_key = os. 2. Created by game developer Toran Bruce Richards, Auto-GPT is the original application that set off a flurry of other AI agent tools. Camel-AutoGPT. 什么是colab. 4. For example, all the code was also applied in Databricks. Image by Jim Clyde Monge. This is a custom python script that works like AutoGPT. sudo update-alternatives --config python. AutoGPT uses GPT4 via an API, so it can communicate with OpenAI, then insert commands to and from your computer, the magic part? It runs various commands through your own computer’s command line interface. Use any local llm modelAuto-GPT is a self-prompting AI agent that removes the need for creative and detailed prompts. Share. Introducing ThinkGPT in Google Colab in 5 Minutes: A Library for Advanced Language Model Reasoning. Hey u/CompassSolutions, please respond to this comment with the prompt you used to generate the output in this post. It is because you have not imported gpt. sh を実行することでAuto-GPTを起動します。. It seems like you asked two questions: one about running a script automatically, and one about running a script on Google Colab in general. Not show any of this on the user side. To get started with AutoGPT, you’ll need Python, an OpenAI API key, and a Pinecone API key. GPT4All v2. Use dev containers for easier development and deployment. ️ Check out Weights & Biases and sign up for a free demo here: ️ Get more than $50 off from an upcoming W&B event in San Francisco. google 賬號; 梯子; 安裝步驟 第一步. Supported Models. 0. env file. Auto-GPT using Google Colab. 'In your terminal, run fly auth whoami and ensure the email matches the Fly account signed into the browser. AutoGPT es una herramienta Python de código abierto que utiliza la tecnología avanzada de GPT-4 para generar texto relevante y coherente basado en palabras clave o frases introducidas. ’. Unlikely-Pilot • 1 mo. If you're looking to harness the power of large language models for your data, this is the video for you. Using the Python SDK, you create a dataset and import the dataset in one call to TextDataset. <p>We introduce Vicuna-13B, an open-source chatbot trained by fine-tuning LLaMA on user. However, i have often struggled to match versions (for various reasons) and this is rather cumbersome when. get (url) will get the data according to the JSON API instructions. Then we can pull the GPT-2 project by using git command. But. Unlike other versions, our implementation does not rely on any paid OpenAI API, making it accessible to anyone. On AutoGPT. RPA can automate tasks that are time-consuming and labor-intensive and free up staff for more. AutoGPT等爆款实验性应用开源；Dolly2. With the release of ChatGPT plugins, it’s getting close, but AutoGPT gives a brief glimpse, although buggy, future of autonomous tasks with only vague instructions. Prerequisites. You signed in with another tab or window. Run the brew install qt5 command. asked Jun 13, 2019 at 16:27. Steps. 5. 然后无脑下一步. Imagine 2 of these agents interacting on a common goal🤯. Curate this topic Add this topic to your repo To associate your repository with. This notebook is open with private outputs. The trigger for this was AutoGPT, now number one on GitHub, which allows you to turn GPT-4 (or GPT-3. follow demo photos in ascending order. Sign in2. ipynb, the image is always composed of several.