AutoGPT is an experimental open source application that is powered by GPT-4, but differs from ChatGPT in that this is consistent with ChatGPT's underlying language model. The positioning of AutoGPT is to connect the "thoughts" of LLM in series and achieve any goal you set autonomously.
Simply put, you only need to propose a task, and AutoGPT will do the rest. AutoGPT can set actions and evaluate results by itself according to the tasks you propose. If any step fails, you can try another way by yourself.
A figurative example: ChatGPT is an outsourced employee who does not understand the overall task. You need to split the task into specific work steps, and then hand it over to ChatGPT to complete. AutoGPT is an employee who obeys OKR. You set a goal for it, and it will take the initiative to write plans, try to implement, express delivery, and deliver results. Among them, the work of decomposing tasks and mobilizing resources is also completed by AutoGPT.
AutoGPT's intelligent method - autonomous artificial intelligence, has refreshed our understanding of general artificial intelligence (AGI).
AutoGPT leverages GPT-4 and GPT-3.5 via API, by iterating its own hints and creating mature projects on a per-iteration basis. It can read and write files, browse the web, review the results of its prompts, and combine them with the prompt history.
As of 18:00 on April 13th, Auto-GPT has gained 42k stars on GitHub.
Project address: https://github.com/torantulino/auto-gpt
Build a website in 3 minutes with AutoGPT
It looks very powerful, is it a god or not? A Twitter user named @Sully immediately started experimenting, and he
To build a website with AutoGPT, the requirement is to write a website in React, with a blue background, and specify the page title and simple elements. Auto-GPT then did it in three minutes without human intervention.
For simple scripts, AutoGPT's self-programming is easy. According to this netizen's feedback, if you give AutoGPT a richer prompt, the performance can be better.
However, the developers of AutoGPT reminded that AutoGPT is still just a test product, and it will not perform very well in complex, real-world business scenario dialogues.
AgentGPT: Deploy directly in the browser
When encountering some open source projects, the most troublesome thing for everyone is to deploy them. After many twists and turns, it can only be deployed to the computer after many steps. So is it troublesome to try AutoGPT early? The omnipotent netizen made an assembled web version - AgentGPT.
One of the main contributors to the project is Amazon software engineer Asim Shrestha, has obtained 6.3k Stars on GitHub.
AgentGPT project homepage: https://agentgpt.reworkd.ai/
GitHub address: https://github.com/reworkd/AgentGPT
AgentGPT is indeed like an agent (intelligent body), allowing users to customize AI, such as named HustleGPT, setting the goal to create a start-up company with only $100 in funding. HustleGPT will plan the tasks to be done, execute the tasks and learn from the results, trying to achieve the goals. Build your own AI assistant in 30 minutes
According to the official guidelines, AutoGPT can be set up in 30 minutes. But before you start, you need to set up Git, install Python, download Docker Desktop, and get an OpenAI API key. Next, there are a total of the following steps:
Install
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Clone the repository
Clone the AutoGPT repository from GitHub.
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- git clone https://github.com/Torantulino/Auto-GPT.git
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Navigate to the project directory
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- cd 'Auto-GPT'
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Install required dependencies
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- pip install -r requirements.txt
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Configuration Environment
In the Auto-GPT folder, find the .env.template file and insert the OpenAI API key. Then copy the file and rename it to .env.
Run AutoGPT
To run Docker Desktop, you don't need to download any containers, just make sure the program is activated.
Run the main.py script in your terminal:
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- python scripts/main.py
Is AutoGPT free?
Because AutoGPT uses the GPT-4 API, its operation will consume credits in your OpenAI account. The developers of AutoGPT also issued a friendly reminder: the operating cost of AutoGPT is quite high, you'd better keep an eye on your OpenAI account and make some restrictions on the API. But there is still a little bit of wool to squeeze, and there is a $18 credit in the free version of AutoGPT, which is available for use.