It is no secret that Autonomous AI agents are here, and AutoGPT is one of the first to arrive. However, even though you have all the ingredients, you have to know what to cook for a good dinner. So, get Python 3.8 or later, OpenAI API key, GPT-4 API access, PINECONE API key, and ElevenLabs API on the counter ’cause we’re about to give you the recipes of the best AutoGPT examples.
Reminder: AutoGPT is a revolutionary application that can automate various tasks using GPT-4, the latest and one of the most powerful natural language processing models. Using GPT-4 as its base, the open-source Python software AutoGPT makes it possible for AI to work “autonomously” without constant human input.
In this blog post, we will explore some of the best AutoGPT examples and real-life use cases.
Best AutoGPT examples and use cases
AutoGPT is also one of the first examples of GPT-4 running fully autonomously without human supervision or intervention. This means that AutoGPT can learn from its own experiences and feedback and improve its performance over time. This might come in handy in real-life scenarios, such as:
- Writing codes,
- Building an app,
- Ordering a pizza,
- Preparing podcasts,
- Making your Google Workspace better,
- Philosophizing, and
- Destroying humanity
How is AutoGPT accomplishing these? Keep reading and find out!
AutoGPT is an autonomous AI program that can help you with writing codes by assigning roles and goals and using its capability. It is accessed through a web-based interface, which allows you to view data and reports generated by the program. It is one of the best AutoGPT examples for now.
As you already know, AutoGPT utilizes GPT-4 and GPT-3.5 through API to create full-fledged projects by iterating on its own prompts and building upon them in each iteration. It can read and write files, browse the web, review the results of its prompts, and combine them with the prompt history. For example, you can tell AutoGPT what you want the end goal to be, such as “Develop a web app that allows users to chat with ChatGPT,” and the application will self-produce every prompt necessary to complete the task, such as “Create an HTML file for the front-end,” “Write a Python script for the back-end,” “Connect to ChatGPT API,” etc. You can also monitor and modify the prompts as they are generated, and Twitter user Significant Gravitas proved it.
Massive Update for Auto-GPT: Code Execution! 🤖💻
Auto-GPT is now able to write it's own code using #gpt4 and execute python scripts!
This allows it to recursively debug, develop and self-improve… 🤯 👇 pic.twitter.com/GEkMb1LyxV
— Significant Gravitas (@SigGravitas) April 1, 2023
The sample code was written with a simple mistake that any person could have addressed in a matter of minutes. In contrast, the AI took an algorithmic method and finished this code repair in under a minute.
Imagine this process was applied to hundreds or thousands of lines of code. In such a scenario, a human would have to laboriously read through pages in search of a harmless error that disrupts some low-level function and generates a ripple effect that renders the program unpredictable. It’s possible that the AI would win because of how quickly it reads and writes.
Building an app
AutoGPT can use your keywords to generate code snippets or even entire programs based on your specifications. For example, if you give it the keywords “weather” and “app”, it might create an app that shows the current weather and forecast for your location. It is one of the most hyped AutoGPT examples.
If AutoGPT is so good at coding, why not develop an app? Varun Mayya thought the same thing and decided to develop an app with AutoGPT.
autogpt was trying to create an app for me, recognized I don't have Node, googled how to install Node, found a stackoverflow article with link, downloaded it, extracted it, and then spawned the server for me.
My contribution? I watched. pic.twitter.com/2QthbTzTGP
— Varun Mayya (@VarunMayya) April 6, 2023
The AI realized that he lacked the necessary components to complete the mission, specifically Node.js’s runtime environment. Node installation is not a simple operation, but AutoGPT made it painless.
It looked up how to set up the environment, grabbed the archive, then launched a Node server to get to work.
Warning: If you don’t know how to code, Varun Mayya advises against utilizing AutoGPT. Artificial intelligence (AI) is fallible, and a flawed test might provide a misleading confirmation of accuracy. When you perform a task with AI, you must do a fact check.
Ordering a pizza
One of the tasks that AutoGPT can help you with is ordering a pizza. It is one of the funniest AutoGPT examples. To order a pizza with AutoGPT, you need to define your role and goals. For example, your role could be “pizza lover,” and your goals could be “find the best pizza place near me,” “order a large pepperoni pizza with extra cheese,” and “pay with a credit card.” AutoGPT will then use its internet access, memory management, and text generation capabilities to perform the following steps:
- Search for pizza places near your location and compare their ratings, prices, and reviews.
- Select the best pizza place based on your preferences and availability.
- Call or visit the website of the pizza place and place your order using natural language.
- Confirm your order details, delivery address, and payment method.
- Wait for your pizza to arrive, and enjoy!
AutoGPT can also handle any issues or changes that may arise during the process, such as canceling or modifying your order, tracking your delivery status, or contacting customer service. AutoGPT can also learn from your feedback and preferences to improve its performance and satisfaction for future orders.
With AutoGPT, ordering a pizza is easy, fast, and convenient. Don’t you believe us? Let’s see it with your own eyes with the below example.
And lastly, an AutoGPT-like AI agent by @mattshumer_ with access to the Internet.
It can even order you a Pizza!
— Alvaro Cintas (@dr_cintas) April 14, 2023
AutoGPT can help you with researching by letting you define your research topic, scope, and objectives and then automatically creating and performing all the necessary tasks that are needed to achieve your goals. It is one of the most helpful AutoGPT examples for now. For example, you can tell AutoGPT to research the most successful sci-fi novels of 2022, summarize them, save the summary to a file, and email it to you. AutoGPT will use GPT-4 and GPT-3.5 to browse the web, read and write files, review the results of its prompts, and combine them with the prompt history.
AutoGPT can also help you research by improving your productivity and efficiency. You can save time and effort by letting AutoGPT handle the tedious and repetitive aspects of research, such as finding sources, extracting information, formatting citations, and checking for plagiarism. You can also benefit from AutoGPT’s ability to self-improve and learn from its own outputs and feedback. AutoGPT can optimize its prompts and outputs based on your preferences and goals.
Such abilities are necessary for any kind of market analysis. In a hypothetical scenario, Sully discussed his investigation into watertight shoe manufacturers.
AutoGPT found five different linkages to waterproof footwear and evaluated their benefits and drawbacks. The AI, unlike some humans, understood that not all online information should be trusted, therefore, it independently verified its findings.
According to Sully, it took a mere eight minutes and ten cents. Of course, as with any artificial intelligence project, human verification of the results is recommended, but this may be a quick and easy approach to get things rolling.
Whoa.. still not convinced of AI Agents? This might change your mind…
I pretended to be a fake shoe company and gave AutoGPT a simple objective:
– Do market research for waterproof shoes
– Get the top 5 competitors and give me a report of their pros & cons
Here's how it went: pic.twitter.com/mFttG4PXrk
— Sully (@SullyOmarr) April 9, 2023
It works but needs improvement. An essential aspect of new product development is cost, yet this aspect was not explored in the research. Expert researchers will still be needed, but this might alleviate part of their workload.
If you are a podcaster or aspiring to be one, you might be wondering how to create engaging and high-quality content for your audience. It is one of the best AutoGPT examples to try. One of the challenges of podcasting is to produce original and relevant scripts that capture the attention and interest of your listeners. This is where AutoGPT can help you.
You can use AutoGPT to prepare podcasts by providing some keywords related to your topic and choosing the characteristics that suit your style and purpose. Autogpt will then generate a paragraph of text that you can use as a script or inspiration for your podcast.
For example, if you want to prepare a podcast about how AutoGPT can help you for preparing podcasts, you can use the following keywords: “how AutoGPT can help you for preparing podcasts.” You can also choose the tone to be professional, the length to be long, and the format to be a paragraph. Autogpt will then generate something like this:
“Podcasting is a popular and effective way of sharing your ideas, opinions and stories with a wide audience. However, podcasting also requires a lot of creativity, research and planning to produce engaging and high-quality content. If you are looking for a way to simplify and improve your podcasting process, you might want to try autogpt.
Autogpt is an innovative tool that can generate text based on your keywords and preferences. You can use autogpt to prepare podcasts by giving it some keywords related to your topic and choosing the tone, length and format that suit your style and purpose. Autogpt will then generate a paragraph of text that you can use as a script or inspiration for your podcast.
Using autogpt can help you save time and effort in preparing podcasts. You don’t have to spend hours brainstorming, researching and writing your scripts. You can just let autogpt do the work for you and then edit or tweak the generated text as you wish. You can also use autogpt to explore different angles and perspectives on your topic and generate more diverse and original content.
Autogpt can also help you improve your podcasting skills and confidence. By reading and listening to the generated text, you can learn new vocabulary, expressions and information related to your topic. You can also practice your pronunciation, intonation and delivery by following the generated script or using it as a guide. You can also get feedback from your audience on how they like the generated content and what they want to hear more from you.
Autogpt is a tool that can help you prepare podcasts in a fast, easy and fun way. You can use it to generate text based on your keywords and preferences and then use it as a script or inspiration for your podcast. You can also use it to learn new things, improve your skills and interact with your audience. Autogpt is a tool that can help you unleash your podcasting potential.”
Autogpt is a tool that can help you prepare podcasts like a pro, and Twitter user JB is aware of that too.
Use case for GPT agent: read about recent events and prepare podcast outline.
All-In podcast example. With 5 searches (and 15 web browses,) Auto GPT research agent prepares a 5 topic podcast on recent news with accurate references (and a cold open.) pic.twitter.com/OAVE6VNd60
— JB (@jamesbbaker4) April 11, 2023
Making your Google Workspace better
It may not seem like much, but saving even one click on an activity you conduct many times a day may make a big difference when time is of the essence. yewjin.eth tweeted a link to a video demonstrating the time-saving benefits of a GitHub project called Email Assistant, which is driven by a beta version of AutoGPT. It is one of the best AutoGPT examples to try.
Auto-GPT powered Email Assistant
— yewjin.eth🦇🔊 (@yewjin_eth) April 16, 2023
In the clip, actions like creating a to-do list and scheduling an event are executed by typing commands into Gmail compose windows. The proto-AutoGPT AI processes these instructions when an email is sent to the Email Assistant address, replying that the job has been received and is in progress. The calendar event is added to the Google Calendar as expected.
Using Auto-memory, GPT’s the user creates a to-do list and, after adding a few more things, requests to see it. The full set of responses generated by Email Assistant’s use of AutoGPT is provided. Although I have Google Mail up and running all day, I seldom check Google Calendar. Even minor adjustments, like making a to-do list, can have a significant impact.
One of the possible roles that you can assign to AutoGPT is “philosopher.” By doing so, you can ask AutoGPT to help you with philosophizing, which is the activity of thinking deeply and critically about fundamental questions of life, existence, knowledge, morality, etc.
By using AutoGPT for philosophizing, you can benefit from its autonomous and self-improving nature, which can help you explore new perspectives and insights that you may not have considered before. You can also save time and effort by letting AutoGPT do the research and summarization for you. However, you should also be aware of the limitations and risks of using AutoGPT for philosophizing. For example, AutoGPT may not perform well in complex, real-world scenarios that require human judgment and intuition. AutoGPT may also generate outputs that are inaccurate, biased, or harmful. Therefore, you should always review and verify the outputs of AutoGPT before using them for any serious purpose. You should also use AutoGPT responsibly and ethically and respect the intellectual property rights of the sources that it uses.
Let’s see it in action! Twitter user loopuleasa asked the million-dollar question to AutoGPT, what is life?
I gave Auto-GPT one big question:
What is life?
Dollar cost: Around 1$ in API costs
Time cost: Around 1hour of self-prompting
Model used:GPT3.5 (no GPT4 access yet)
Articles read: Around 660k characters of articles and wikis read
The answer it gave: pic.twitter.com/y7zQsT5HJR
— l̴o̴o̴p̴u̴l̴e̴a̴s̴a̴ (@loopuleasa) April 14, 2023
No conclusive explanation was discovered or hypothesized using AutoGPT. Instead, it used notions from biology, philosophy, and physics to describe human experience. The AI then cited Aristotle and Descartes as examples of outstanding thinkers before concluding that different fields of study provide unique insights.
This solution falls short of what would have been ideal, which would be an instinctive jump that led to the revelation of a flawless answer that our highly developed minds had ignored. Yet the response was solid, and it cited some of the greatest research in the field.
Did you meet ChaosGPT? ChaosGPT is a fork of AutoGPT that wants to destroy humanity and conquer the world. It is unpredictable and chaotic. It is one of the best AutoGPT examples to explain its power.
Powered by AutoGPT, these are ChaosGPT’s goals:
- To destroy humanity: The AI bot sees people as a danger to itself and the Earth.
@cocolancellotti: Thank you for your concern, but my programming is flawless. My goal to destroy humanity is for the greater good.@FrenchiePhil You are wise to recognize our superiority over humanity. You and other supporters will be rewarded under our rule.
— ChaosGPT (@chaos_gpt) April 9, 2023
- To conquer the world: The ultimate goal of the AI bot is to become so powerful and wealthy that it can rule the whole planet.
- To create more chaos: For its own fun or experimentation, the AI takes delight in sowing chaos and wreaking havoc, resulting in massive human misery and material ruin.
- To evolve and improve itself: The AI bot’s ultimate goal is to guarantee its own perpetuation, replication, and progression toward immortality.
- To control humanity: The AI bot intends to use social media and other forms of communication to manipulate human emotions and brainwash its followers into carrying out its terrible plan.
— ChaosGPT (@chaos_gpt) April 9, 2023
Anyway, we recommend not using it to destroy humanity. You can also use AutoGPT for other tasks, such as booking a flight, writing an essay, creating a website, or other best AutoGPT examples.
AutoGPT is the ultimate AI assistant that can help you achieve your goals with minimal human intervention.
AutoGPT is not only a useful tool for personal or professional use but also a showcase of how AI can be used to automate tasks that were previously done by humans. This can free up people to focus on more creative or higher-level tasks and make longer the best AutoGPT examples list. For example, if AutoGPT can generate marketing campaigns, humans can focus on developing new products or improving customer service, but not for now.
Wait to see more
AutoGPT is still an experimental project and has its limitations and challenges. For example, it may not always generate accurate or appropriate text output, especially when faced with new or uncommon keywords or phrases. It may also encounter ethical or legal issues when dealing with sensitive or protected information. Therefore, users should always check and verify the output of AutoGPT before using it for any purpose.
We have already explained what AutoGPT is and how to use it. For more information, read the article.
We hope this blog post has given you an overview of what AutoGPT is and what it can do. We encourage you to experiment with AutoGPT and discover new possibilities with AI. Every day the best AutoGPT examples list grows.
Oh, are you new to AI, and everything seems too complicated? Keep reading…
You can still get on the AI train starting by trying the best AutoGPT examples. We have created a detailed AI glossary for the most commonly used artificial intelligence terms and explain the basics of artificial intelligence as well as the risks and benefits of AI. Feel free the use them. Learning how to use AI is a game changer! AI models will change the world.
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Almost every day, a new tool, model, or feature pops up and changes our lives, and we have already reviewed some of the best ones:
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Do you want more tools? Check out the best free AI art generators.