"AutoGPT" is a tool that uses state-of-the-art natural language processing technology to enable automation of tasks such as sentence generation, automatic response, question answering, summarization, translation, and analysis. By using AutoGPT, you can improve your operational efficiency.
But if that's all, "ChatGPT" is the same. The best thing about AutoGPT is that it automatically does everything you want it to do without prompting you.
What is AutoGPT
AutoGPT is an open-source experimental application written in the Python language, also known as an "autonomous AI model". AutoGPT incorporates OpenAI's large-scale language model "GPT-4".
Its major feature is that when you tell AutoGPT your goals (goals), it automatically repeats actions from task creation to improvement.
In other words, AutoGPT repeats the creation of prompts and continues to execute tasks without entering prompts every time like ChatGPT, which is a question-and-answer session.
The appearance of AutoGPT became a shocking topic among IT engineers around the world. It can be said that the future where "AI will do anything in place of humans" and "AI will take over human jobs" has become a reality.
Features of AutoGPT
AutoGPT was developed by an individual engineer named Significat Gravitas, and when AutoGPT was released on GitHub, it became a fuss all over the world. So what are the specific features of AutoGPT?
Includes long-term and short-term memory management
Utilizes GPT-3.five for document garage and summarizationUses GPT-4 for text generation
Built-in Internet access for searching and gathering information
Built-in access to popular sites and platforms
For example, ChatGPT is based on information up to September 2021. Since the information is somewhat outdated, it is not uncommon for some questions to be answered incorrectly.
On the other hand, in the case of AutoGPT, in order to access the Internet and collect the latest information, we repeat task creation and improvement toward the goal based on the latest information.
Also, ChatGPT is basically a question-and-answer format, so you have to enter a prompt every time like a chat. Many people find it a bit cumbersome to think up and type in prompts every time.
However, with AutoGPT, if you set a goal at the beginning, it will automatically create and improve prompts and complete the task.
For example, it automatically creates and saves files, such as ``Goal 1: Create English learning materials for first graders'' and ``Goal 2: Save created learning materials in text files''.
What is the difference between AutoGPT and ChatGPT
ChatGPT will output to the prompt given by the user. A prompt is text that a program waits for input from the user and prompts for some action.
Therefore, it is important for ChatGPT users to enter optimal prompts. However, depending on the person, there may be many people who find it troublesome to think about the contents of the prompt every time, or they may not be able to give instructions well. On the other hand, AutoGPT sets a goal first, and then AutoGPT will automatically repeat the prompts to achieve the goal.
Also, ChatGPT is just a question and answer in text format, and the information we have is up to September 2021. In the case of AutoGPT, a major feature is that it automatically performs tasks such as web searches, file creation, and data saving.
In other words, if ChatGPT is a good advisor who gives you accurate advice, AutoGPT is like a secretary who completes tasks with simple instructions.
What are the points to note when using AutoGPT?
If you know how amazing AutoGPT is that it repeats task creation and improvement to achieve your goals, you may want to actually use it.
However, using AutoGPT is not easy for everyone. The first reason is that browsers can't handle it.
For example, ChatGPT can be used by accessing it on a web browser such as Google and logging in. On the other hand, in the case of AutoGPT, it is necessary to download specific software and build a usage environment on your computer.
Software downloads such as Python, GitHub, and editors are required to complete the initial setup. Furthermore, to start using it, you have to obtain an OpenAI API key, a PINCONE API key, a Google API key, etc.
By obtaining all those APIs from each site and writing them in the code, the environment for using AutoGPT is finally ready.
Let's touch AutoGPT first
AutoGPT is an autonomous AI with higher capabilities than ChatGPT. With the advent of AutoGPT, "Singularity" has become a reality. For those who have no programming knowledge or experience, using AutoGPT may feel a little difficult.
However, recently, individual engineers have explained how to introduce AutoGPT on YouTube and blogs in an easy-to-understand manner, so if you refer to such content, relatively anyone can use AutoGPT.
Rather, in the coming era, there will be a big difference between those who can actually act using such information and those who cannot.
If you want to challenge business automation, Octoparse is recommended
AutoGPT will be difficult for those who are unfamiliar with programming and operating IT tools. If you are thinking of using IT to make your work more efficient, web scraping tools are easier than AutoGPT.
A web scraping tool is a service that automatically collects certain information (text, images, etc.) from web pages. Originally, programming using Python etc. is required, but if you use a web scraping tool, you can set it up with no code.
One of our favorites is Octoparse. Octoparse also has plenty of templates for popular websites, so anyone can easily use automatic data collection with just a few operations.
Web scraping and AI are completely different services, but both are useful services for improving work efficiency, so if you are interested, please try them.
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