AutoGPT: Build & Use AI Agents

AutoGPT is a powerful tool that lets you create and run intelligent agents. These agents can perform various tasks automatically, making your life easier.

How to Get Started

AutoGPT.Server.Setup.Tutorial.mp4

🧱 AutoGPT Builder

The AutoGPT Builder is the frontend. It allows you to design agents using an easy flowchart style. You build your agent by connecting blocks, where each block performs a single action. It's simple and intuitive!

Read this guide to learn how to build your own custom blocks.

💽 AutoGPT Server

The AutoGPT Server is the backend. This is where your agents run. Once deployed, agents can be triggered by external sources and can operate continuously.

🐙 Example Agents

Here are two examples of what you can do with AutoGPT:

Reddit Marketing Agent
- This agent reads comments on Reddit.
- It looks for people asking about your product.
- It then automatically responds to them.
YouTube Content Repurposing Agent
- This agent subscribes to your YouTube channel.
- When you post a new video, it transcribes it.
- It uses AI to write a search engine optimized blog post.
- Then, it publishes this blog post to your Medium account.

These examples show just a glimpse of what you can achieve with AutoGPT!

Our mission is to provide the tools, so that you can focus on what matters:

🏗️ Building - Lay the foundation for something amazing.
🧪 Testing - Fine-tune your agent to perfection.
🤝 Delegating - Let AI work for you, and have your ideas come to life.

Be part of the revolution! AutoGPT is here to stay, at the forefront of AI innovation.

📖 Documentation | 🚀 Contributing

🤖 AutoGPT Classic

Below is information about the classic version of AutoGPT.

🛠️ Build your own Agent - Quickstart

🏗️ Forge

Forge your own agent! – Forge is a ready-to-go template for your agent application. All the boilerplate code is already handled, letting you channel all your creativity into the things that set your agent apart. All tutorials are located here. Components from the forge.sdk can also be used individually to speed up development and reduce boilerplate in your agent project.

🚀 Getting Started with Forge – This guide will walk you through the process of creating your own agent and using the benchmark and user interface.

📘 Learn More about Forge

🎯 Benchmark

Measure your agent's performance! The agbenchmark can be used with any agent that supports the agent protocol, and the integration with the project's CLI makes it even easier to use with AutoGPT and forge-based agents. The benchmark offers a stringent testing environment. Our framework allows for autonomous, objective performance evaluations, ensuring your agents are primed for real-world action.

📦 agbenchmark on Pypi | 📘 Learn More about the Benchmark

💻 UI

Makes agents easy to use! The frontend gives you a user-friendly interface to control and monitor your agents. It connects to agents through the agent protocol, ensuring compatibility with many agents from both inside and outside of our ecosystem.

The frontend works out-of-the-box with all agents in the repo. Just use the CLI to run your agent of choice!

📘 Learn More about the Frontend

⌨️ CLI

To make it as easy as possible to use all of the tools offered by the repository, a CLI is included at the root of the repo:

$ ./run
Usage: cli.py [OPTIONS] COMMAND [ARGS]...

Options:
  --help  Show this message and exit.

Commands:
  agent      Commands to create, start and stop agents
  benchmark  Commands to start the benchmark and list tests and categories
  setup      Installs dependencies needed for your system.

Just clone the repo, install dependencies with ./run setup, and you should be good to go!

🤔 Questions? Problems? Suggestions?

Get help - Discord 💬

To report a bug or request a feature, create a GitHub Issue. Please ensure someone else hasn’t created an issue for the same topic.

🤝 Sister projects

🔄 Agent Protocol

To maintain a uniform standard and ensure seamless compatibility with many current and future applications, AutoGPT employs the agent protocol standard by the AI Engineer Foundation. This standardizes the communication pathways from your agent to the frontend and benchmark.

Significant-Gravitas/AutoGPT

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            "richText": "<article class=\"markdown-body entry-content container-lg\" itemprop=\"text\"><div class=\"markdown-heading\" dir=\"auto\"><h1 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\">AutoGPT: Build &amp; Use AI Agents</h1><a id=\"user-content-autogpt-build--use-ai-agents\" class=\"anchor\" aria-label=\"Permalink: AutoGPT: Build &amp; Use AI Agents\" href=\"#autogpt-build--use-ai-agents\"><svg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"><path d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"></path></svg></a></div>\n<p dir=\"auto\"><a href=\"https://discord.gg/autogpt\" rel=\"nofollow\"><img src=\"https://camo.githubusercontent.com/1c9af221c565af46e4c3e871d0eea542d62a7582c0c5eec0e553283801a47d14/68747470733a2f2f646362616467652e76657263656c2e6170702f6170692f7365727665722f6175746f6770743f7374796c653d666c6174\" alt=\"Discord Follow\" data-canonical-src=\"https://dcbadge.vercel.app/api/server/autogpt?style=flat\" style=\"max-width: 100%;\"></a>  \n<a href=\"https://twitter.com/Auto_GPT\" rel=\"nofollow\"><img src=\"https://camo.githubusercontent.com/17f91d2d4d826925008d356f85ffbb942f88f6cbdb09f0de0e2a585e28f57537/68747470733a2f2f696d672e736869656c64732e696f2f747769747465722f666f6c6c6f772f4175746f5f4750543f7374796c653d736f6369616c\" alt=\"Twitter Follow\" data-canonical-src=\"https://img.shields.io/twitter/follow/Auto_GPT?style=social\" style=\"max-width: 100%;\"></a>  \n<a href=\"https://opensource.org/licenses/MIT\" rel=\"nofollow\"><img src=\"https://camo.githubusercontent.com/a4426cbe5c21edb002526331c7a8fbfa089e84a550567b02a0d829a98b136ad0/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f4c6963656e73652d4d49542d79656c6c6f772e737667\" alt=\"License: MIT\" data-canonical-src=\"https://img.shields.io/badge/License-MIT-yellow.svg\" style=\"max-width: 100%;\"></a></p>\n<p dir=\"auto\"><strong>AutoGPT</strong> is a powerful tool that lets you create and run intelligent agents. These agents can perform various tasks automatically, making your life easier.</p>\n<div class=\"markdown-heading\" dir=\"auto\"><h2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\">How to Get Started</h2><a id=\"user-content-how-to-get-started\" class=\"anchor\" aria-label=\"Permalink: How to Get Started\" href=\"#how-to-get-started\"><svg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"><path d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"></path></svg></a></div>\n<details open=\"\" class=\"details-reset border rounded-2\">\n  <summary class=\"px-3 py-2\">\n    <svg aria-hidden=\"true\" height=\"16\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" data-view-component=\"true\" class=\"octicon octicon-device-camera-video\">\n    <path d=\"M16 3.75v8.5a.75.75 0 0 1-1.136.643L11 10.575v.675A1.75 1.75 0 0 1 9.25 13h-7.5A1.75 1.75 0 0 1 0 11.25v-6.5C0 3.784.784 3 1.75 3h7.5c.966 0 1.75.784 1.75 1.75v.675l3.864-2.318A.75.75 0 0 1 16 3.75Zm-6.5 1a.25.25 0 0 0-.25-.25h-7.5a.25.25 0 0 0-.25.25v6.5c0 .138.112.25.25.25h7.5a.25.25 0 0 0 .25-.25v-6.5ZM11 8.825l3.5 2.1v-5.85l-3.5 2.1Z\"></path>\n</svg>\n    <span aria-label=\"Video description AutoGPT.Server.Setup.Tutorial.mp4\" class=\"m-1\">AutoGPT.Server.Setup.Tutorial.mp4</span>\n    <span class=\"dropdown-caret\"></span>\n  </summary>\n\n  <video src=\"https://private-user-images.githubusercontent.com/22963551/348858324-8508f4dc-b362-4cab-900f-644964a96cdf.mp4?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.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.aQz6kJdS1lm31pmI8wh4UQWpZy59oc0LdlI-GJ3KdeQ\" data-canonical-src=\"https://private-user-images.githubusercontent.com/22963551/348858324-8508f4dc-b362-4cab-900f-644964a96cdf.mp4?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.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.aQz6kJdS1lm31pmI8wh4UQWpZy59oc0LdlI-GJ3KdeQ\" controls=\"controls\" muted=\"muted\" class=\"d-block rounded-bottom-2 border-top width-fit\" style=\"max-height:640px; min-height: 200px\">\n\n  </video>\n</details>\n\n<div class=\"markdown-heading\" dir=\"auto\"><h3 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\">🧱 AutoGPT Builder</h3><a id=\"user-content--autogpt-builder\" class=\"anchor\" aria-label=\"Permalink: 🧱 AutoGPT Builder\" href=\"#-autogpt-builder\"><svg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"><path d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"></path></svg></a></div>\n<p dir=\"auto\">The AutoGPT Builder is the frontend. It allows you to design agents using an easy flowchart style. You build your agent by connecting blocks, where each block performs a single action. It's simple and intuitive!</p>\n<p dir=\"auto\"><a href=\"https://docs.agpt.co/server/new_blocks/\" rel=\"nofollow\">Read this guide</a> to learn how to build your own custom blocks.</p>\n<div class=\"markdown-heading\" dir=\"auto\"><h3 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\">💽 AutoGPT Server</h3><a id=\"user-content--autogpt-server\" class=\"anchor\" aria-label=\"Permalink: 💽 AutoGPT Server\" href=\"#-autogpt-server\"><svg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"><path d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"></path></svg></a></div>\n<p dir=\"auto\">The AutoGPT Server is the backend. This is where your agents run. Once deployed, agents can be triggered by external sources and can operate continuously.</p>\n<div class=\"markdown-heading\" dir=\"auto\"><h3 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\">🐙 Example Agents</h3><a id=\"user-content--example-agents\" class=\"anchor\" aria-label=\"Permalink: 🐙 Example Agents\" href=\"#-example-agents\"><svg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"><path d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"></path></svg></a></div>\n<p dir=\"auto\">Here are two examples of what you can do with AutoGPT:</p>\n<ol dir=\"auto\">\n<li>\n<p dir=\"auto\"><strong>Reddit Marketing Agent</strong></p>\n<ul dir=\"auto\">\n<li>This agent reads comments on Reddit.</li>\n<li>It looks for people asking about your product.</li>\n<li>It then automatically responds to them.</li>\n</ul>\n</li>\n<li>\n<p dir=\"auto\"><strong>YouTube Content Repurposing Agent</strong></p>\n<ul dir=\"auto\">\n<li>This agent subscribes to your YouTube channel.</li>\n<li>When you post a new video, it transcribes it.</li>\n<li>It uses AI to write a search engine optimized blog post.</li>\n<li>Then, it publishes this blog post to your Medium account.</li>\n</ul>\n</li>\n</ol>\n<p dir=\"auto\">These examples show just a glimpse of what you can achieve with AutoGPT!</p>\n<hr>\n<p dir=\"auto\">Our mission is to provide the tools, so that you can focus on what matters:</p>\n<ul dir=\"auto\">\n<li>🏗️ <strong>Building</strong> - Lay the foundation for something amazing.</li>\n<li>🧪 <strong>Testing</strong> - Fine-tune your agent to perfection.</li>\n<li>🤝 <strong>Delegating</strong> - Let AI work for you, and have your ideas come to life.</li>\n</ul>\n<p dir=\"auto\">Be part of the revolution! <strong>AutoGPT</strong> is here to stay, at the forefront of AI innovation.</p>\n<p dir=\"auto\"><strong>📖 <a href=\"https://docs.agpt.co\" rel=\"nofollow\">Documentation</a></strong>\n | \n<strong>🚀 <a href=\"/Significant-Gravitas/AutoGPT/blob/master/CONTRIBUTING.md\">Contributing</a></strong></p>\n<hr>\n<div class=\"markdown-heading\" dir=\"auto\"><h2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\">🤖 AutoGPT Classic</h2><a id=\"user-content--autogpt-classic\" class=\"anchor\" aria-label=\"Permalink: 🤖 AutoGPT Classic\" href=\"#-autogpt-classic\"><svg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"><path d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"></path></svg></a></div>\n<blockquote>\n<p dir=\"auto\">Below is information about the classic version of AutoGPT.</p>\n</blockquote>\n<p dir=\"auto\"><strong>🛠️ <a href=\"/Significant-Gravitas/AutoGPT/blob/master/FORGE-QUICKSTART.md\">Build your own Agent - Quickstart</a></strong></p>\n<div class=\"markdown-heading\" dir=\"auto\"><h3 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\">🏗️ Forge</h3><a id=\"user-content-️-forge\" class=\"anchor\" aria-label=\"Permalink: 🏗️ Forge\" href=\"#️-forge\"><svg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"><path d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"></path></svg></a></div>\n<p dir=\"auto\"><strong>Forge your own agent!</strong> – Forge is a ready-to-go template for your agent application. All the boilerplate code is already handled, letting you channel all your creativity into the things that set <em>your</em> agent apart. All tutorials are located <a href=\"https://medium.com/@aiedge/autogpt-forge-e3de53cc58ec\" rel=\"nofollow\">here</a>. Components from the <a href=\"/Significant-Gravitas/AutoGPT/blob/master/forge/forge/sdk\"><code>forge.sdk</code></a> can also be used individually to speed up development and reduce boilerplate in your agent project.</p>\n<p dir=\"auto\">🚀 <a href=\"https://github.com/Significant-Gravitas/AutoGPT/blob/master/forge/tutorials/001_getting_started.md\"><strong>Getting Started with Forge</strong></a> –\nThis guide will walk you through the process of creating your own agent and using the benchmark and user interface.</p>\n<p dir=\"auto\">📘 <a href=\"https://github.com/Significant-Gravitas/AutoGPT/tree/master/forge\">Learn More</a> about Forge</p>\n<div class=\"markdown-heading\" dir=\"auto\"><h3 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\">🎯 Benchmark</h3><a id=\"user-content--benchmark\" class=\"anchor\" aria-label=\"Permalink: 🎯 Benchmark\" href=\"#-benchmark\"><svg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"><path d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"></path></svg></a></div>\n<p dir=\"auto\"><strong>Measure your agent's performance!</strong> The <code>agbenchmark</code> can be used with any agent that supports the agent protocol, and the integration with the project's <a href=\"#-cli\">CLI</a> makes it even easier to use with AutoGPT and forge-based agents. The benchmark offers a stringent testing environment. Our framework allows for autonomous, objective performance evaluations, ensuring your agents are primed for real-world action.</p>\n\n<p dir=\"auto\">📦 <a href=\"https://pypi.org/project/agbenchmark/\" rel=\"nofollow\"><code>agbenchmark</code></a> on Pypi\n | \n📘 <a href=\"https://github.com/Significant-Gravitas/AutoGPT/blob/master/benchmark\">Learn More</a> about the Benchmark</p>\n<div class=\"markdown-heading\" dir=\"auto\"><h3 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\">💻 UI</h3><a id=\"user-content--ui\" class=\"anchor\" aria-label=\"Permalink: 💻 UI\" href=\"#-ui\"><svg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"><path d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"></path></svg></a></div>\n<p dir=\"auto\"><strong>Makes agents easy to use!</strong> The <code>frontend</code> gives you a user-friendly interface to control and monitor your agents. It connects to agents through the <a href=\"#-agent-protocol\">agent protocol</a>, ensuring compatibility with many agents from both inside and outside of our ecosystem.</p>\n\n<p dir=\"auto\">The frontend works out-of-the-box with all agents in the repo. Just use the <a href=\"#-cli\">CLI</a> to run your agent of choice!</p>\n<p dir=\"auto\">📘 <a href=\"https://github.com/Significant-Gravitas/AutoGPT/tree/master/frontend\">Learn More</a> about the Frontend</p>\n<div class=\"markdown-heading\" dir=\"auto\"><h3 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\">⌨️ CLI</h3><a id=\"user-content-️-cli\" class=\"anchor\" aria-label=\"Permalink: ⌨️ CLI\" href=\"#️-cli\"><svg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"><path d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"></path></svg></a></div>\n<p dir=\"auto\">To make it as easy as possible to use all of the tools offered by the repository, a CLI is included at the root of the repo:</p>\n<div class=\"highlight highlight-source-shell notranslate position-relative overflow-auto\" dir=\"auto\" data-snippet-clipboard-copy-content=\"$ ./run\nUsage: cli.py [OPTIONS] COMMAND [ARGS]...\n\nOptions:\n  --help  Show this message and exit.\n\nCommands:\n  agent      Commands to create, start and stop agents\n  benchmark  Commands to start the benchmark and list tests and categories\n  setup      Installs dependencies needed for your system.\"><pre>$ ./run\nUsage: cli.py [OPTIONS] COMMAND [ARGS]...\n\nOptions:\n  --help  Show this message and exit.\n\nCommands:\n  agent      Commands to create, start and stop agents\n  benchmark  Commands to start the benchmark and list tests and categories\n  setup      Installs dependencies needed <span class=\"pl-k\">for</span> your system.</pre></div>\n<p dir=\"auto\">Just clone the repo, install dependencies with <code>./run setup</code>, and you should be good to go!</p>\n<div class=\"markdown-heading\" dir=\"auto\"><h2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\">🤔 Questions? Problems? Suggestions?</h2><a id=\"user-content--questions-problems-suggestions\" class=\"anchor\" aria-label=\"Permalink: 🤔 Questions? Problems? Suggestions?\" href=\"#-questions-problems-suggestions\"><svg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"><path d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"></path></svg></a></div>\n<div class=\"markdown-heading\" dir=\"auto\"><h3 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\">Get help - <a href=\"https://discord.gg/autogpt\" rel=\"nofollow\">Discord 💬</a></h3><a id=\"user-content-get-help---discord-\" class=\"anchor\" aria-label=\"Permalink: Get help - Discord 💬\" href=\"#get-help---discord-\"><svg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"><path d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"></path></svg></a></div>\n<p dir=\"auto\"><a href=\"https://discord.gg/autogpt\" rel=\"nofollow\"><img src=\"https://camo.githubusercontent.com/e03ebfe05312659ee60cce28f9c9e093746bd21ea40451f4b65d632eaf84d5f4/68747470733a2f2f696e7669646765742e737769746368626c6164652e78797a2f6175746f677074\" alt=\"Join us on Discord\" data-canonical-src=\"https://invidget.switchblade.xyz/autogpt\" style=\"max-width: 100%;\"></a></p>\n<p dir=\"auto\">To report a bug or request a feature, create a <a href=\"https://github.com/Significant-Gravitas/AutoGPT/issues/new/choose\">GitHub Issue</a>. Please ensure someone else hasn’t created an issue for the same topic.</p>\n<div class=\"markdown-heading\" dir=\"auto\"><h2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\">🤝 Sister projects</h2><a id=\"user-content--sister-projects\" class=\"anchor\" aria-label=\"Permalink: 🤝 Sister projects\" href=\"#-sister-projects\"><svg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"><path d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"></path></svg></a></div>\n<div class=\"markdown-heading\" dir=\"auto\"><h3 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\">🔄 Agent Protocol</h3><a id=\"user-content--agent-protocol\" class=\"anchor\" aria-label=\"Permalink: 🔄 Agent Protocol\" href=\"#-agent-protocol\"><svg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"><path d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"></path></svg></a></div>\n<p dir=\"auto\">To maintain a uniform standard and ensure seamless compatibility with many current and future applications, AutoGPT employs the <a href=\"https://agentprotocol.ai/\" rel=\"nofollow\">agent protocol</a> standard by the AI Engineer Foundation. This standardizes the communication pathways from your agent to the frontend and benchmark.</p>\n<hr>\n<p align=\"center\" dir=\"auto\">\n<a href=\"https://star-history.com/#Significant-Gravitas/AutoGPT\" rel=\"nofollow\">\n  <themed-picture data-catalyst-inline=\"true\"><picture>\n    <source media=\"(prefers-color-scheme: dark)\" srcset=\"https://camo.githubusercontent.com/786bc97274ab43593df4b336fec4369e942d25b510e2e3c3b693d175946ae27b/68747470733a2f2f6170692e737461722d686973746f72792e636f6d2f7376673f7265706f733d5369676e69666963616e742d47726176697461732f4175746f47505426747970653d44617465267468656d653d6461726b\" data-canonical-src=\"https://api.star-history.com/svg?repos=Significant-Gravitas/AutoGPT&amp;type=Date&amp;theme=dark\">\n    <source media=\"(prefers-color-scheme: light)\" srcset=\"https://camo.githubusercontent.com/e9f68647fa2d5aec9c379951879b89795bcf24b49d819944175d669b192c65fa/68747470733a2f2f6170692e737461722d686973746f72792e636f6d2f7376673f7265706f733d5369676e69666963616e742d47726176697461732f4175746f47505426747970653d44617465\" data-canonical-src=\"https://api.star-history.com/svg?repos=Significant-Gravitas/AutoGPT&amp;type=Date\">\n    <img alt=\"Star History Chart\" src=\"https://camo.githubusercontent.com/e9f68647fa2d5aec9c379951879b89795bcf24b49d819944175d669b192c65fa/68747470733a2f2f6170692e737461722d686973746f72792e636f6d2f7376673f7265706f733d5369676e69666963616e742d47726176697461732f4175746f47505426747970653d44617465\" data-canonical-src=\"https://api.star-history.com/svg?repos=Significant-Gravitas/AutoGPT&amp;type=Date\">\n  </picture></themed-picture>\n</a>\n</p>\n</article>",
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              "toc": [
                {
                  "level": 1,
                  "text": "AutoGPT: Build & Use AI Agents",
                  "anchor": "autogpt-build--use-ai-agents",
                  "htmlText": "AutoGPT: Build &amp; Use AI Agents"
                },
                {
                  "level": 2,
                  "text": "How to Get Started",
                  "anchor": "how-to-get-started",
                  "htmlText": "How to Get Started"
                },
                {
                  "level": 3,
                  "text": "🧱 AutoGPT Builder",
                  "anchor": "-autogpt-builder",
                  "htmlText": "🧱 AutoGPT Builder"
                },
                {
                  "level": 3,
                  "text": "💽 AutoGPT Server",
                  "anchor": "-autogpt-server",
                  "htmlText": "💽 AutoGPT Server"
                },
                {
                  "level": 3,
                  "text": "🐙 Example Agents",
                  "anchor": "-example-agents",
                  "htmlText": "🐙 Example Agents"
                },
                {
                  "level": 2,
                  "text": "🤖 AutoGPT Classic",
                  "anchor": "-autogpt-classic",
                  "htmlText": "🤖 AutoGPT Classic"
                },
                {
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