ChatGPT has revolutionized the way humans interact with machines, ushering in a new era centered on generative artificial intelligence. The work of OpenAI and its strategic partner Microsoft is constantly evolving—version 5 is expected by the end of the year—but the developer community is also in turmoil, so much so that we created AutoGPT, a project with enormous potential.
Brought into the world from the possibility of the engineer Critical Gravitas, the undertaking steadily reached out to include an enormous local area; until this point in time, it is the most well-known store on GitHub and is open to anyone with any interest at all in attempting it. AutoGPT is an exploratory open-source application that grandstands the capacities of the GPT-4 language model. This program, driven by GPT-4, chains LLM “thoughts” together to autonomously achieve any set goal.
As one of the first examples of GPT-4 operating fully autonomously, AutoGPT pushes the boundaries of what is possible with AI. In other words, think if ChatGPT (or Bing) could act on its own, autonomously, without us “feeding” it with text messages and questions that direct it toward the desired solution. AutoGPT, an open-source Python application that, using GPT-4, is able to think and act on its own, carrying out the project step by step.
What’s most impressive is its ability to manage workflows, automatically execute multi-step projects, do web searches, write copy, and even improve your code. It is, above all, this last aspect that differentiates AutoGPT from ChatGPT, that is, being capable of growing on its own. In addition to the fact that ChatGPT performs one task at a time, AutoGPT is capable of self-managing the entire workflow by dividing it autonomously into individual sub-objectives.
For example, if ChatGPT is asked to write a made-up story, the chatbot will immediately get to work by returning the requested text. Each subsequent intervention by us will correct errors, expand the content, and so on. AutoGPT, on the other hand, proceeds in individual steps: we start with our initial request and then do not intervene anymore. In this case, the AI will divide the work, stirring, for example, from the creation of the characters up to the final product, i.e., the invented story.
Some define AutoGPT as a look towards the future, a draft of artificial general intelligence (AGI), an evolution of current AI. Although it is available for free on GitHub (you need to register or provide your OpenAI API key), it may not be easily accessible to everyone. Godmode is available, a tool generated by AutoGPT and available in web browsers.
Auto-GPT And Autonomous Artificial Intelligence
Auto-GPT is an autonomous AI agent that uses independent artificial intelligence to complete tasks without human intervention. Typically, interaction with chatbots based on generative models is based on sending. Usually, The user makes a request and receives a response from the service, for example, ChatGPT or Bing Chat, which, among other things, is also based on GPT. At this point, the system leaves the session open, waiting for further inputs (prompts) to continue the conversation, delve deeper into what was stated in the previous output, or correct any inaccuracies.
A different approach instead provides that the user can plan objectives and let the model operate automatically on his behalf. In this regard, we are not simply talking about “AI” but, more appropriately, about autonomous AI agents, as in the case of auto-GPT. Specifically, it is an open-source platform, currently still in the experimental phase, designed to link the “thoughts” of GPT-4 so that it is able to achieve the result expected by the user on its own.
Advantages And Disadvantages Of Auto-GPT
Compared to ChatGPT, Auto-GPT also has the advantage of being able to connect to the Internet and analyze web pages in their current state. This allows you to receive updated information as an output. Add to this the fact that to install and use it, it is optional to have a particularly advanced terminal; all you need is a PC or Mac equipped with a processor, RAM, and GPU memory sufficient for joint development and productivity activities.
As anticipated, this is an application optimized for GPT-4. If you do not have access to the latter’s API, it is still possible to operate with GPT-3.5, taking into account that the outputs may need to be more precise. A further caveat concerns token consumption. Working autonomously, Auto-GPT tends to consume them in large numbers. It is, therefore, advisable to set exact limits via the configuration file, which we will analyze shortly.
Requirements To Install Auto-GPT
The installation example proposed in this lesson concerns the Windows environment; however, the software requirements are the same for those working on operating systems based on Linux or macOS.