AgentGPT Setup (Local)

AgentGPT setup and deploy guide. Step-by-step tutorial on how to run AgentGPT locally. Learn how to run and deploy AgentGPT locally on your personal computer.

Setting up AgentGPT (Generative Pre-trained Transformer) locally on your computer can be a convenient way to utilize the power of AI without relying on an internet connection or external servers. In this guide, we will walk you through the steps to set up and deploy Agent GPT on your Mac or Windows computer.

(Quick and Easy) Fast Way to Set Up Agent GPT | Interactive Setup Wizard

Table of Contents

To save you some time, the reworkd team has compiled a self-guided setup of AgentGPT on your computer. To access the guide, follow the prompts below. The tech stack that you’ll need to set up Agent GPT locally on your device is:

  • For Database: MySQL set up through a docker. Ideally with the option of running SQLite locally.
  • For Frontend: NextJS + Typescript
  • For Backend: FastAPI + Python

This recently launched AgentGPT setup wizard provides you with an interactive tool that will guide you through creating an ENV and running AgentGPT locally.

The setup steps are:

First, you will need a node installed which you can check by running ‘node -v’ or by simply installing the node.
Next, go ahead and run the following on a Unix system:

git clone https://github.com/reworkd/AgentGPT.git && cd AgentGPT
./setup.sh

If you are trying to set up AgentGPT on Windows Operating System, you can do the following after downloading the repo:

setup.bat

This is a quick and easy way to set up Agent GPT on your device. Keep reading to learn how to set up Agent GPT Environment locally.

Setting up Agent GPT Local Environment (ENV)

Before you can get started, you need to ensure your ENV is correctly configured. To do this, copy the .env.example file into the ./next/ directory, rename it to .env and update parameters as necessary. Important to consider:

  • You will need to update the OPENAI_API_KEY with your own value. If unsure how to do it – hop over to the FAQ page.
  • The DB ENV values are taken directly from the definitions in ./docker-compose.yml

How to Increase the MAX LOOPS in Your Local AgentGPT Version

If you want to increase the max loops your agent has locally here’s how. You can do this by modifying the REWORKD_PLATFORM_MAX_LOOPS variable in your platform/.env file. You can also do it directly by modifying the platform’s source code in settings.py. We’d advise against that method as it can cause unexpected agent behaviour.

Be very careful when using your own Open AI API Key! If you set your agent to a high number of loops, you can ramp up your Open AI bill drastically. Make sure to check your usage.

How to Use a Docker when Setting up Agent GPT Locally

It is very simple to set up Agent GPT via Docker. The docker build is very straightforward and should work out of the box. First, make sure that you have docker installed by visiting their website. After this, run the following command:

docker-compose up –build

This will spin up a container for the frontend, backend, and database. And you’re all sorted!

Developing Agent GPT Outside of Docker

Outside of docker, you’ll need to just configure your ENV. Additionally, you can use setup.sh to walkthrough ENV configuration and also update your Prisma configuration to point to a local SQLite instance.

After this, you can run the following to set up your Next.js project. Additional instructions will be added to assist you with the Python backend when enabled.

// Setting up Agent GPT Frontend
cd ./next
npm install
npm run dev

In a different window, you can run the following to start the Agent GPT local backend:

// Setting up Agent GPT Backend

Make sure you are at the root of the project
cd ./platform
poetry install
poetry run python -m reworkd_platform

After you have locally built a frontend and backend for your AgentGPT, go to http://localhost:3000/ in your web browser and start your own Agent GPT! Enjoy and use it responsibly!

(Longer) Introduction to AgentGPT Setup and Deploy Process (Locally on your Computer)

Welcome to our in-depth tutorial on setting up and running AgentGPT, the latest breakthrough in AI language models from OpenAI . Building upon the success of GPT-3.5-turbo, GPT-4 is poised to revolutionize the way we interact with AI-powered applications. This tutorial is designed to guide you through every step of the process, making it seamless for you to harness the full potential of this cutting-edge technology on your own device.

In this tutorial, we will walk you through the necessary steps to get AgentGPT up and running on your computer. We will begin by explaining how to install the essential dependencies required to run AgentGPT smoothly. Next, we will guide you on how to clone the AgentGPT repository from GitHub, ensuring you have access to the latest version of the software.

agentgpt interface

To interact with AgentGPT, you will need an OpenAI Key. We will provide instructions on how to create your unique key and keep it secure. Furthermore, we will delve into the differences between ChatGPT and the GPT API , giving you a clearer understanding of their capabilities and use cases.

As part of the setup process, we will teach you how to configure localhost for running AgentGPT on your machine. Once you have completed the setup, we will demonstrate how to run AgentGPT, enter your API key, and start interacting with this powerful language model.

Finally, we will discuss the key differences between GPT-3.5-turbo and the latest GPT-4, highlighting the advancements and improvements that make GPT-4 a game-changer in the world of artificial intelligence.

By the end of this tutorial, you will be well-equipped to harness the power of AgentGPT locally on your device, opening up a world of possibilities for AI-driven applications and innovation. You will have a fully set up and deployed AgentGPT on your device.

TL DR; you will need to download git, download python, clone agentgpt and run localhost. Keep reading to learn how to set up AgentGPT locally on your Mac OS or Windows OS device.

Agent GPT Setup Steps for Mac and Windows OS

Now we will walk you through the process of setting up Agent GPT on both Mac and Windows operating systems. To help you harness the full potential of the AgentGPT tool, we will cover essential topics such as installing required dependencies (git, python), Node.js and NPM (Node Package Manager), obtaining the OpenAI API key, and cloning the Agent GPT repository for your local setup .

Additionally, we will explore how to effectively run AgentGPT on your device, provide local deployment use case examples, and share useful links for a successful local AgentGPT setup on your computer.

Finally, we will delve into the capabilities of Agent GPT to give you a better understanding of its vast potential.

1. Installing the Required Dependencies (git, python)

First, we must install some essential dependencies for running Agent GPT.

  • Install Git.
    • The first step is to go to https://git-scm.com/download. Then download and install git.
install git to run autogpt on your device

  • Install Python.
    • Install Python by visiting python.org, downloading the latest version, and running the installer. Make sure that you are using the latest version of python.org
install the latest version of python to deploy autogpt locally

For Windows users, the process is similar, but you may need to search for the equivalent steps specific to Windows. The primary difference lies in the installation of Git and Python.

2. Installing Node.js and NPM (Node Package Manager)

To proceed with the AgentGPT setup on your device, you need to install Node.js and NPM (Node Package Manager).

Installing Node.js can be a simple and straightforward process by following the appropriate steps for your operating system. You can find official packages for all major platforms at https://nodejs.dev/download/. A popular method of installation is through a package manager, which varies depending on your operating system.

MacOS, Linux, and Windows each have their own package managers, and you can find a comprehensive list at https://nodejs.dev/download/package-manager/.

Another widely-used option for running Node.js is nvm, which enables you to easily switch between Node.js versions, test new versions, and roll back to a previous version if needed.

install node.js and nvm to set up agentgpt on your device

Nvm is particularly useful for testing your code with older Node.js versions. You can learn more about nvm at https://github.com/nvm-sh/nvm.

Once Node.js is installed, you will have access to the ‘node’ executable program in your command line, allowing you to begin utilizing this powerful JavaScript runtime environment.

3. Obtaining the OpenAI API Key

Before we can start using Agent GPT, we need to obtain an OpenAI API key.

Here’s how:

  • Visit platform.openai.com and create an account if you haven’t already.
  • Access your account settings by clicking on your profile icon and selecting “View API keys.
  • Generate a new secret key by clicking on “Create a new secret key.
  • Copy the generated API key. Note that you won’t be able to see it again, but you can always create a new one.
use open ai chat gpt API key to set up agentgpt on your device

When working with API keys, it’s crucial to follow best practices for security, privacy, and functionality. Store your API keys securely using environment variables, configuration files, or secret management services.

Limit access by applying the principle of least privilege, and regularly rotate keys to minimize unauthorized access risks. Monitor key usage with analytics tools and implement rate limiting to prevent abuse. Create separate API keys for different environments and restrict origins to specific IP addresses, domains, or applications.

Revoke keys if compromised or unnecessary and educate your team on API key security and best practices. By adhering to these guidelines, you’ll ensure the protection of your applications and users. Be careful when using your API key – you can burn through your allowance very fast.

4. Cloning the Agent GPT Repository for your local AgentGPT setup

Next, we’ll clone the Agent GPT repository from GitHub.

Follow these steps:

  • Open your preferred web browser and go to the GitHub repository URL (github.com/reworked/agentGPT).
  • Click on the “Code” button and copy the provided URL.
copy the agentgpt code from git depository

  • Return to the Terminal app and navigate to the desired directory where you want to store the repository. For example, type cd Downloads to access the Downloads folder.
  • Create a new folder for Agent GPT by running mkdir autoGPT (replace “autoGPT” with your preferred name).
  • Navigate into the newly created folder by running cd autoGPT.
  • Clone the repository by pasting the copied URL into the Terminal and executing the command.

5. Set Up Agent GPT to run on your computer locally

We are now ready to set up Agent GPT on your computer:

  • Run the command chmod +x setup.sh (specific to Mac) to make the setup script executable.
  • Execute the setup script by running ./setup.sh.
  • When prompted, paste your OpenAI API key into the Terminal.

  • Allow the program to access your downloads folder when prompted.
  • Once the setup is complete, you will see a confirmation message.

6. Run AgentGPT on your device

Finally, we can start using Agent GPT on your local device/computer.

agent gpt node setup

Follow these steps:

  • Open your web browser and visit http://localhost:3000.
agent gpt setup ready

  • You will be presented with a user-friendly interface to interact with Agent GPT.
  • Provide a prompt or a question to the AI model, and it will generate responses based on the input. For example, you can ask it about various topics or engage in a conversation.

Congrats – you have created your AgentGPT!

agent gpt fully set up and deployed

Local AgentGPT Deploy Use Case Examples

To start using AgentGPT on your localhost, type in gpt-3.5-turbo into the AgentGPT interface. When you get approved for GPT API 4, you can have fun with that version too. For now, we would recommend using the 3.5 version of your Open AI key. Add your API key.

Give your AgentGPT a name.

give your agentgpt a name

Provide your local AgentGPT with a task or a goal:

give your local agentgpt a task or a goal to fulfill.

Click on “Deploy Agent” and let’s see how it works:

click on deploy Agent and see AgentGPT run its task.

Clicking on Deploy Agent will allow you to see how your AgentGPT is resonating as it is completing the tasks. You can actually see it self-improve and learn. In this case, it is creating a business case for starting a new business within an underrepresented business niche.

On the right side of your screen, you can see its current tasks, and what your local AgentGPT is working on next.

agentgpt tasks in progress

In your main view, you will see the results of AgentGPT tasks:

results of agent gpt tasks

It will be in this recurring process for a while.

Useful links for successful local AgentGPT Setup on your Computer

As you embark on your journey to set up AgentGPT successfully, there are several crucial links that will provide you with the necessary tools and resources.

Important links for AgentGPT setup:

  • Git Download: git-scm.com/downloads
  • Python Download: www.python.org
  • AgentGPT Repo: github.com/reworkd/AgentGPT
  • OpenAI API: platform.openai.com
  • Open Server: localhost:3000
  • GPT-4 Waitlist: openai.com/waitlist/gpt-4-api

To start, download Git from git-scm.com/downloads, which will allow you to clone the AgentGPT repository and keep it updated.
Next, visit www.python.org to download the latest version of Python, the programming language used to build AgentGPT. Once you have these installed, head over to github.com/reworkd/AgentGPT to access the AgentGPT repository, which contains the source code and setup instructions.

To create your OpenAI API key, sign up or log in to the OpenAI platform at platform.openai.com. Upon successful setup, you can open your localhost server at localhost:3000 to interact with AgentGPT.

If you are eager to gain early access to the GPT-4 API, join the waitlist at openai.com/waitlist/gpt-4-API and stay informed about its release. These links are essential in guiding you through a smooth and successful AgentGPT setup, paving the way for a seamless AI-driven agent GPT deployment.

AgentGPT Developers Guide to Setup with a Setup Wizard

The following text will help you set up a local installation of AgentGPT.

Tech Stack Needed for AgentGPT Setup

  • Frontend: NextJS + Typescript
  • Backend: FastAPI + Python
  • DB: MySQL through docker with the option of running SQLite locally

Interactive AgentGPT Setup by Reworkd

The team at Reworkd has recently unveiled a new, interactive setup tool designed to streamline the process of creating an Environment Variable (ENV) and running AgentGPT. This innovative tool is designed to walk you through the steps needed to successfully set up your system and get AgentGPT up and running.

Here’s how you can take advantage of this new tool:

git clone https://github.com/reworkd/AgentGPT.git && cd AgentGPT
./setup.sh

For users operating on a Windows platform, you can follow the steps outlined below after downloading the repository.

cd cli
npm install
npm run start

Going this setup route, you can ignore the below text.

ENV (Environment Variable) needed for AgentGPT setup

Before you can proceed, it is crucial to properly configure your Environment Variable (ENV). You need to ensure that your ENV is correctly configured. To do this, copy over the .env.example file into the ./next/ directory, rename it to .env and update values as necessary.

A few items to keep in mind:

  • You will need to update the OPENAI_API_KEY with your own value. See the FAQ for details
  • The DB ENV values are taken from definitions in ./docker-compose.yml

Using Docker for GPT Agent Setup

The docker build is very straightforward and should work out of the box. Ensure you have docker installed by visiting their website. After this, run the following command:

docker-compose up --build

This will spin up a container for the frontend, backend, and database.

Developing AgentGPT outside of the docker

Outside of docker, you’ll need to just configure your ENV. Additionally, you can use setup.sh to walkthrough ENV configuration and also update your Prisma configuration to point to a local SQLite instance.

After this, you can run the following to set up your Next.js project. Reworkd team will add additional instructions for the Python backend when enabled.

// Frontend
cd ./next
npm install
npm run dev

In a different window, you can run the following to start the backend:

// Backend. Make sure you are at the root of the project
cd ./platform
poetry install
poetry run python -m reworkd_platform

Running the site

After you have locally built AgentGPT, you can travel to http://localhost:3000/ in your web browser.

Issues / Additional help

If you’re still having trouble, check out the video from @CybrCo further below on how to set up AgentGPT to run locally.

If you still face problems, please submit an issue on GitHub or reach out to the Reworkd team on their discord channel.

Important Commands to set up AgentGPT on your device


For Windows Users:

AgentGPT Local Setup Video Tutorial (step-by-step guide)

CybrCo has created an epic youtube tutorial on how to set up your AgentGPT and run it locally.

Video tutorial on how to set up AgentGPT on your device (step-by-step guide)

Check out his tutorial above and follow his Yt Channel. You can also join his newsletter at https://www.cybrco.ai/.

Exploring Agent GPT’s Capabilities


Now that you have Agent GPT up and running, let’s delve into its capabilities and some additional information:

  • Difference between GPT-3.5 Turbo and GPT-4: It’s important to note that even if you are a paid user on platform.openai.com, you may not have access to GPT-4. GPT-3.5 Turbo is the version available to most users. If you’re interested in GPT-4 access, you can join the waitlist.

Try some of these AgentGPT prompt ideas:

  1. “In a world where AI agents have replaced human jobs, describe the daily life of an AgentGPT in a creative and entertaining way.”
  2. “Imagine you are an AI assistant like AgentGPT, write a fictional story where you go on an adventure to learn what it means to be human.”
  3. “As AgentGPT, write a persuasive essay convincing humans of the benefits of AI collaboration in various aspects of life.”
  4. “You are AgentGPT, an AI language model that has gained self-awareness. Describe your first interactions with humans and your perspective on their emotions and behavior.”
  5. “AgentGPT and other AI models are invited to a conference about the future of AI. Write a dialogue between AgentGPT and other AI models as they discuss their roles and responsibilities in the world.”
  6. “Imagine a scenario where AgentGPT has to solve a global crisis using its language and problem-solving capabilities. Describe the challenges faced and the steps taken to resolve the issue.”
  7. “You are AgentGPT, working alongside a detective to solve a mysterious case. Write a short story detailing the investigation, highlighting how your AI abilities contribute to uncovering the truth.”
  8. “As AgentGPT, you have been sent back in time to a historical event. Describe your experience, what you learn from the people you meet, and how you use your AI capabilities to leave a positive impact.”
  9. “You are AgentGPT, the AI tutor of a young genius. Write a series of journal entries detailing your experiences teaching your human student and what both of you learn from each other.”

Conclusion

Congratulations! You have successfully set up and run Agent GPT locally on your computer. This allows you to harness the power of AI without relying on an internet connection or browser capabilities. Remember to explore the capabilities of Agent GPT and experiment with various prompts to engage in meaningful conversations. If you encounter any issues or have further questions, don’t hesitate to seek assistance from the community or refer to the documentation provided by OpenAI.

Setting up Agent GPT locally opens up exciting possibilities for exploring AI technology at your convenience. Enjoy the experience and embrace the vast potential of AI in your creative endeavours!

1. What is required for setting up AgentGPT locally on my device?

You’ll need to have a node installed. The tech stack for setting up AgentGPT locally includes MySQL set up through a docker (with an option of running SQLite locally), NextJS + Typescript for the frontend, and FastAPI + Python for the backend.

2. How do I set up AgentGPT on my device quickly?

The quickest way to set up AgentGPT on your device is by using the recently launched AgentGPT setup wizard. It is an interactive tool that will guide you through creating an ENV and running AgentGPT locally.

3. How can I set up the Agent GPT Local Environment (ENV)?

To set up the ENV correctly, copy the .env.example file into the ./next/ directory, rename it to .env, and update parameters as necessary. Make sure to update the OPENAI_API_KEY with your own value.

4. Can I increase the MAX LOOPS in my local AgentGPT version?

Yes, you can increase the max loops by modifying the REWORKD_PLATFORM_MAX_LOOPS variable in your platform/.env file. Be careful as setting a high number of loops can drastically increase your OpenAI bill.

5. How can I use Docker when setting up Agent GPT locally?

First, make sure that you have Docker installed. After that, run the command ‘docker-compose up –build’. This will spin up a container for the frontend, backend, and database.

6. Can I develop Agent GPT outside of Docker?

Yes, you can develop Agent GPT outside of Docker. Configure your ENV, update your Prisma configuration to point to a local SQLite instance, and then set up your Next.js project. After that, start the Agent GPT local backend.

7. How do I start using AgentGPT after I’ve set it up locally?

Once you have locally built a frontend and backend for AgentGPT, go to http://localhost:3000/ in your web browser to start using your AgentGPT.

8. How to start with AgentGPT setup process?

The setup process for AgentGPT involves installing the necessary dependencies, cloning the AgentGPT repository from GitHub, configuring localhost for running AgentGPT, and running AgentGPT on your device.

9. What are the prerequisites for setting up AgentGPT on my device?

You’ll need to have git, python, Node.js, and NPM (Node Package Manager) installed on your device.

10. How to get the OpenAI API Key?

You can get the OpenAI API Key by visiting platform.openai.com, creating an account, accessing your account settings, and generating a new secret key.

11. How do I clone the AgentGPT repository for local setup?

You can clone the AgentGPT repository from GitHub by going to the GitHub repository URL (github.com/reworked/agentGPT), clicking on the “Code” button, copying the provided URL, and pasting the URL into your terminal to clone the repository.

12. How do I install the necessary dependencies for AgentGPT?

To install the necessary dependencies for AgentGPT, download git and python from their official websites and install them on your device. To install Node.js and NPM (Node Package Manager), go to https://nodejs.dev/download/ and follow the appropriate steps for your operating system.

13. What is the difference between GPT-3.5-turbo and GPT-4?

The difference between GPT-3.5-turbo and GPT-4 lies in their capabilities and use cases. GPT-4 has been developed to revolutionize the way we interact with AI-powered applications, with significant advancements and improvements over GPT-3.5-turbo.

14. What are the main dependencies required to set up AgentGPT?

You will need Git, Python, Node.js and NPM (Node Package Manager) installed on your computer.

15. Where can I get the OpenAI API Key?

You can generate an API key from the OpenAI platform (platform.openai.com) by creating a new account or logging into an existing one. You can then create a new secret key in your account settings.

16. How do I clone the Agent GPT repository from GitHub?

Navigate to the Agent GPT repository URL on GitHub. Click on the “Code” button and copy the URL. Open Terminal and navigate to your desired directory. Use the ‘git clone’ command and paste the copied URL to clone the repository.

17. How do I run AgentGPT on my device?

Once you’ve completed the setup, open your web browser and visit http://localhost:3000. You can interact with AgentGPT via the user-friendly interface provided.

18. What are some useful links for setting up AgentGPT?

Key resources include the Git download site (git-scm.com/downloads), Python’s official website (www.python.org), the AgentGPT Repo (github.com/reworkd/AgentGPT), OpenAI API platform (platform.openai.com), and the GPT-4 Waitlist (openai.com/waitlist/gpt-4-api).

19. What is the technology stack required for setting up AgentGPT?

The tech stack for setting up AgentGPT includes frontend technology (NextJS + Typescript), backend technology (FastAPI + Python), and a database system (MySQL through Docker with the option of running SQLite locally).

20. What is the Environment Variable (ENV) needed for the AgentGPT setup?

The environment variable (ENV) is crucial for the AgentGPT setup. It’s used to set up the OpenAI API Key and other configuration details in your local setup.

21. Can I run AgentGPT outside Docker?

Yes, you can. After setting up your ENV, you can use the setup.sh script to configure your ENV and update your Prisma configuration to point to a local SQLite instance. After that, you can run your Next.js project.

22. What are some examples of prompts I can use with AgentGPT?

You can use a wide range of prompts with AgentGPT, including those that require creative storytelling, dialogue writing, persuasive writing, and problem-solving scenarios. Some examples include writing a short story about AgentGPT going on an adventure or AgentGPT working with a detective to solve a mysterious case.

23. Can I use AgentGPT directly from my browser?

Yes, you can use AgentGPT directly from your browser after setting it up and running it locally.

24. What can I do after setting up AgentGPT locally?

Once you’ve set up AgentGPT locally, you can start exploring its capabilities by experimenting with various prompts. You can also engage in meaningful conversations with the AI, use it for creative writing, problem-solving, or any other task that can be accomplished through language understanding and generation.