Auto-GPT tutorial: How to set up Auto-GPT
Auto-GPT is an incredibly powerful AI model designed for various tasks like text generation, translation, and other wonders. It works its magic using a technique called Generative Pre-trained Transformer (GPT), which is a type of generative model.
Setting up Auto-GPT
Setting up Auto-GPT is much like assembling a jigsaw puzzle - you need to get all the pieces in the right place. Here's how you can set it up on your own computer:
- You will need the latest version of python.
- Go to the GitHub repository where you can find Auto-GPT source code and copy the repository URL.
- Open the terminal of your computer, navigate to where you would like to clone the repository and execute the following command:
Make sure you are in the directory where the repository was cloned (otherwise navigate to it using the “cd” command) and install all the required dependencies by executing the command:
For Auto-GPT to work, it needs access to GPT-4 (GPT-3.5 can also work but will return less favorable results and has a higher tendency to hallucinate), to configure the settings for Auto-GPT you need to set it up with your own API key. If you don’t have one, you can get it from Open AI´s website. For this, you will need to create a new account (if you don´t have one already) and click “Create new secret key”.
You can then give a name to your key, something like Auto-GPT, and click create. Remember to keep your key safely stored since you won’t be able to see it after this (you can always create a new one and change it in the configurations file). To give Auto-GPT access to your API key, you will need to open the file under the name .env.template in the directory where you clone the repository, there you will need to replace “your-api-openai-key” by your actual API key.
It is also possible to give your Auto-GPT memory for the LLM (Large language model) to be able to retrieve information. You can do this using different vector databases (such as Redis, Weaviate, Milvus, and Pinecone) but for simplicity in this tutorial, we will use Pinecone.
For this next step, you will need to go to Pinecone website and set up a free account (unfortunately at the moment, due to high demand, there is a waiting list on the Starter plan) once the account has been made. You will have to go to “API keys”, then “Create API key”. Now, you can give your API key a name, something like “autogpt” might be a good fit.
Once you have all this set up, you need to give Auto-GPT access to these keys. In the same file where you set up Open AI’s API key, you will need to replace “your-pinecone-api-key” (a) and “your-pinecone-region” (b), you can obtain this information from the API key you just created in Pinecone. Copy the key and environment and replace the values in the following lines. Once you have finished the configuration, remember to rename the file .env.template to .env.
Now go back to the terminal and navigate to the directory where the repository was cloned and run the following command:
Now that the agent is running, you have to give it a name (or by default it will be named “Entrepreneur-GPT”), define the role of the AI and the goals it wishes to accomplish one by one, and there you have it! Finally, sit back and watch your AI buddy create some fantastic content.
You're now an Auto-GPT whisperer!
