AI has brought a revolutionary change to the world of computing since the launch of ChatGPT. It is now possible to train an AI chatbot using your own data and develop apps with natural language. Developers are currently focusing on creating the next big thing in computing – Autonomous AI Agent, which is the beginning of AGI (Artificial General Intelligence). Auto-GPT is one of the tools that allows you to achieve your objectives by enabling LLMs to think, plan, and execute actions autonomously. With the help of this tool, you no longer have to provide any input since the AI can think and make rational decisions on its own. If you’re interested, our tutorial can guide you on how to install and use Auto-GPT.
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Things to Know Before how to install and use Auto-GPT
1. It’s not necessary to have a powerful computer to install and utilize Auto-GPT. Any decent computer will suffice, as the heavy lifting is performed by the OpenAI API in the cloud.
2. Auto-GPT performs optimally with access to the GPT-4 API, which is superior in terms of reasoning and accuracy while being less prone to hallucinations. If you are not already using it, you can sign up for the GPT-4 API waitlist through the provided link. However, the regular OpenAI API with the GPT-3.5 model can still be used in the meantime.
3. Auto-GPT consumes a considerable number of tokens, and once you have used up your free credit limit, you will need to add billing information and establish spending restrictions.
4. Auto-GPT can access the internet and retrieve up-to-date information on any topic, unlike the free version of ChatGPT. You may utilize it to browse any website and gather data.
how to install and use Auto-GPT
Step 1: Install Python and Pip
1. The first step is to download the most recent version of Python for your operating system from the following link and install it.
2. On Windows, make sure to enable “Add python.exe to PATH” before installing Python. Now, click on “Install Now.” You can check out the in-depth tutorial to install Python and Pip on Windows via the link here.
3. To test Python’s installation, open Windows Terminal and run the below commands. Both commands should return the version number. Linux and macOS users should use python3 and pip3 in these commands.
python –version
pip –version
Step 2: Add API Keys to Use Auto-GPT (how to install and use Auto-GPT)
1. Next, navigate to this link to access the most recent GitHub release page for Auto-GPT. On this page, click the “Source code (zip)” button to download the ZIP file.
2. Now, double-click to extract the ZIP file and copy the “Auto-GPT” folder.
3. Next, simply paste the folder to your choice of location.
4. Now, open the folder to find a “.env.template” file here. Open it using Notepad or any text editor.
5. Next, go to OpenAI’s website and get the API key. If you don’t have an account, create a free account and click on “Create a new secret key“. Now, copy the API key.
6. After that, move to the text editor and paste the API in the “OPENAI_API_KEY” section. You can refer to the below image to get an idea.
7. Next, open pinecone.io (visit) and create a free account. It will allow the LLM to retrieve relevant information from memory for AI applications.
8. Here, click “API Keys” in the left sidebar and click on “Create API Key” in the right pane.
9. Give a name like “autogpt” and click on “Create Key“.
10. Now, copy the “Key Value” by clicking on the button.
11. Open the text editor again and paste it next to PINECONE_API_KEY.
12. Similarly, copy the value under “Environment“.
13. Now, paste it next to PINECONE_ENV.
14. Finally, save the “.env.template” file.
15. Having done that, rename .env.template to just .env. You are almost done.
Step 3: how to install and use Auto-GPT on Windows, macOS, and Linux
1. After adding the API keys, it’s time to run Auto-GPT. Right-click on the “Auto-GPT” folder and choose “Copy as path“.
2. Open the Terminal and type “cd” followed by a space, then paste the copied path. You can quickly paste the path by right-clicking in the Terminal. Press Enter, and you will be taken to the Auto-GPT folder. For macOS and Linux users, simply right-click and choose “Open Terminal” inside the folder.
Cd path
3. Once you are here, run the below command. It will automatically install all the required libraries to run Auto-GPT.
pip install -r requirements.txt
4. Next, run the below command, and it will start Auto-GPT on your system.
python -m autogpt
Step 4: how to install and use Auto-GPT on Your PC
1. On the first run, you will be prompted by Auto-GPT to give a name to your AI. For instance, if you want to create an AI that searches for products on Amazon, you can name it Shopper-GPT. If you do not have a specific use-case in mind, you can simply leave this field empty and hit Enter, and the AI will be loaded with the default name, Entrepreneur-GPT.
2. Next, you need to define the role of the AI.
3. Afterward, you can set goals for the autonomous AI one by one. This is where you instruct the AI what you want it to accomplish. For instance, you can ask it to save the retrieved information in a text or PDF file. Additionally, you can instruct it to shut down automatically after completing the task.
4. Now, Auto-GPT will start processing the goals you set for it. During the process, it might ask for your authorization to perform certain actions. Simply press “y” and hit Enter to confirm. Auto-GPT may connect to various websites and gather information to accomplish the set goals.
5. In Auto-GPT, you can monitor the AI’s thinking process, its reasoning and planning, and even receive negative feedback to help it generate the most accurate information. Once the AI has completed its thinking process, it will take the necessary action to achieve the goals you have set for it.
6. To run the AI continuously without requiring user authorization, you can enter “y -n” in the terminal and hit Enter, replacing “n” with the desired number of actions. For instance, “y -5” means that the AI will not ask for permission for the next 5 actions. Remember that you can stop any continuous action by using the “Ctrl + C” shortcut.
7. Furthermore, Auto-GPT might automatically open Chrome to gather information from the internet, as shown in the image below.
8. As I encountered an issue while using the regular OpenAI API and the GPT-3.5 model, where the model ran into an endless loop and was unable to create the required file. However, upon completion of the task, the final information can be found under the Auto-GPT folder. To access it, navigate to the “auto_gpt_workspace” folder.
Auto-GPT Alternative: Automate Tasks With AgentGPT (Easy Solution) (how to install and use Auto-GPT)
If you prefer a more user-friendly solution and don’t want to set up Auto-GPT on your computer, you can use AgentGPT instead. It’s based on Auto-GPT but can be accessed directly in your browser without any need for command line or Terminal. Here’s how it works.
1. Open agentgpt.reworkd.ai (visit) and click on “Settings” in the bottom-left corner.
2. Here, add your OpenAI API key. You can get the API key from here. If you don’t have access to GPT-4 API, select “gpt-3.5-turbo” as the model and click on “Save.”
3. Next, give a name to your AI agent and set the goal you wish to achieve. Now, click on “Deploy Agent” for the Auto-GPT AI to start thinking about your inputs.
4. Once the task is completed, you can click “Save” or “Copy” to get the final result.
5. If you want to stop the AI agent, click on “Stop agent“.
So this is how you can install and use Auto-GPT to create multi-headed tasks and achieve them with the help of AI. In some cases, Auto-GPT may fail to complete tasks or get stuck in an endless loop. This could be due to limitations with the GPT-3.5 API (ChatGPT API) that was used in my testing. Auto-GPT is designed to work best with the GPT-4 API. It’s important to note that in my testing, the AI sometimes generated invalid URLs, resulting in 404 errors when trying to retrieve content.
In conclusion, while how to install and use Auto-GPT still has room for improvement and may face certain limitations in certain scenarios, it shows promise and potential in the field of task automation with the help of AI. As technology continues to evolve and advance, we can expect even more impressive results from tools like Auto-GPT. In the meantime, for those interested in exploring other AI-based tools, we have tutorials available on using Microsoft JARVIS (HuggingGPT) and CodeGPT in VS Code. If you have any further questions or concerns, feel free to reach out to us in the comments section.
