Chatbot (ChatGPT) started a new era of AI from its inception, but it also raised many concerns about the risks of generating AI patterns and the risk of political scrutiny or even blocking the development of more advanced models.
The main reason behind the success of the ChatGPT bot is its user-friendly design. However, the bot can easily generate natural language scripts in response to user input. Chatbot responses based on generative AI models often rely on human skills to generate prompts.
But Auto-GPT can change that and change our perception of generative AI models as well. What is Auto-GPT and how is it different from ChatGPT?
First, what is Auto GPT?
Auto-GPT is an open source experimental Python application based on the GPT-4 language model but with the ability to act independently without a human operator initiating any action, which means that (Auto-GPT) can work with few or no people. For example, he can write his own prompts: you can tell him your end goal and the app will automatically display all the prompts needed to complete the task.
Auto-GPT is not a new technology, not a new language model, not a new chatbot, but an implementation that gives the GPT language model the ability to act on its own.
second; Who developed Auto-GPT?
Gravitas founder and lead developer, Toran Bruce Richards, published an Auto-GPT application on GitHub on March 30, 2023 that is designed to automate a task. ).
Latest Demo of Auto-GPT, an open-source experiment to make #GPT4 into a fully autonomous AI🤯🤖
— Significant Gravitas (@SigGravitas) March 30, 2023
You can now give the AI whatever task you like! 💰
If you would like to give it a try yourself, feel free to check out the GitHub repo in the comments below, it's free! 👇 pic.twitter.com/sZJx3BQiRS
"Existing AI models often struggle to adapt to tasks that require long-term planning or are unable to independently improve their methods based on real-time feedback," Richards told Motherboard.com. This prompted me to develop Auto-GPT, which can apply the logic of the GPT4 language model to more complex problems that require long-term planning and multiple steps. "
Third: What can Auto-GPT do?
As mentioned above, Auto-GPT implementation is based on the GPT-4 language model. But it is more advanced than the (ChatGPT) bot because it can search and collect information over the Internet, it can also manage long-term and short-term memory to access information quickly and use it more efficiently, and it uses (GPT-4) the model generates text and code, and it uses (GPT) model -3.5) to store and sequence files, according to the app GitHub page.
Auto-GPT is designed to be completely self-contained, which means that it requires minimal human intervention. Because it is able to learn and adapt to new data and changing conditions, it can adjust its policies and procedures in real time to improve its performance.
So you can use (Auto-GPT) to do anything you can ask ChatGPT to do, for example for example you can write long articles and emails, code and debug code, you can ask it to perform more advanced tasks with prompts less.
Simple example posted on GitHub; scours the web for unique and innovative recipes for an upcoming event; Example: Easter Auto-GPT starts searching the web for solutions, with the secondary goal of saving the recipe as a file on the user's upper computer. It may not sound like innovation, but Auto-GPT's ability to search the web and perform actions like saving files on behalf of the user goes way beyond a simple conversation with AI models.
fourth; How do you access Auto-GPT?
For ordinary people who do not have general knowledge of programming or artificial intelligence, using (Auto-GPT) is not as easy as (ChatGPT) and requires preparation before use.
Like many GitHub projects; Setting up Auto GPT isn't as easy as downloading the file or visiting a website and getting started; There are some important requirements before you begin, including:
- Use Python 3.8 or higher.
- OpenAI API key.
- PineCone API key.
- You will also need an ElevenLabs key if you want to use voice commands.
After installation, you can install Auto-GPT, follow the detailed instructions in the installation post (GitHub) and the installation will be successful.
Fifth ; How is Auto-GPT different from ChatGPT?
ChatGPT is still just a chatbot, and although it has very powerful and natural human language, it is limited to responding to instant prompts only. So he could only achieve incredible things under the guidance of a human.
There are many technical differences between ChatGPT and Auto-GPT, but one of the main differences is battery life. It works for you, which makes decision making somewhat similar.
Let's be clear what that means. Suppose you want to plan your child's birthday using ChatGPT. what are you going to do?
You will be redirected to ChatGPT; You type (help me plan my 8 year old son's birthday party) and within seconds ChatGPT will give you a list of things to think about. Example: When we asked ChatGPT to plan a child's birthday party, we got a planning checklist. It includes setting up the party theme, a list of meals and desserts, games and activities, and reminders to buy little treats for all the kids at the party.
But if we (ChatGPT) want to send invitations to the guest list and buy gifts or food and sweets, this means that we have to write him a second request every step because we have to ask him what is the topic Plan the guest list based on their hobbies as well as gift ideas and best places to get on her. So, you see, to plan a birthday we have to create new prompts at every stage of planning, which is very time consuming.
But with (Auto-GPT) you can't handle all these requests, you can make an overview like ChatGPT, then (Auto-GPT) ask itself to manage guest list and invites, gift lists to buy in guest list etc. Further, through all the necessary planning stages.
VI; Why does Auto-GPT make so much noise?
The reason behind all the hype surrounding Auto-GPT is that people are fascinated by what it does and what it means for the future. Auto-GPT's ability to reach its end goal without warning puts it on par with what humans do in the way they process information.
That's why experts say Auto-GPT is the first real glimpse of AGI (Artificial General Intelligence), because AI that works well with little human oversight can revolutionize the world of work and replace many of the jobs humans do today. .
Seventh, what is the difference between artificial intelligence and artificial general intelligence?
Simply put, artificial intelligence (AI) is a broad term that refers to the ability of a computer or a computer-controlled robot to perform tasks that require human intelligence.
However, Artificial General Intelligence (AGI) is a powerful form of artificial intelligence that excels at solving various problems and has human-like capabilities. This is in stark contrast to AI systems that are limited to a single task, such as self-driving cars, recommendation systems, or facial recognition systems.
So with artificial general intelligence, the possibilities are endless, from recognizing the color and depth of images to mastering motor skills.