autogpt

AutoGPT the Powerful opensource Chatbot Rivaling with ChatGPT – Everything You Need to Know

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In recent months, you may have come across numerous buzzwords surrounding artificial intelligence agents, such as ChatGPT, a chatbot created by OpenAI that engages in natural and conversational interactions. Now we have got another chatgpt rival autoGPT open-source Artificial intelligence chatbot rivaling chatGPT.

What is AutoGPT

Autonomous Generative Pre-trained Transformer (Auto GPT) is a powerful, flexible, open-source easy-to-use chatbot that can be run locally on your machine created by developer Toran Bruce Richards. AutoGPT is an experimental open-source language model which is pushing the boundaries of fully autonomous artificial intelligence.

The current development of this project is made possible by all the open-source contributors and sponsors.

What autoGPT can do?

AutoGPT an AI agent can help you get more work done. It’s like having an AI assistant that can do things like manage your social media accounts, keep track of your to-do list, and even help you with market research. People have found it to be really helpful for these things. It’s still being tested out, but it has the potential to be really useful for people who want to be more productive.

AutoGPT as a social media manager

AutoGPT as a finance manager

AutoGPT as a market researcher

There are a number of use cases that you can use AutoGPT as your AI assistant.

How autoGPT works?

Once you run the Auto GPT It asks for the following input

AI Name: tutcoachGPT
tutCoachGPT here! I am at your service.
Describe your AI’s role: For example, ‘an AI designed to autonomously develop and run businesses with the sole goal of increasing your net worth.’
tutcoachGPT is: as ai designed to help you scale your products and help you scale your products and hel you improve in generative ai
Enter up to 5 goals for your AI: for example: Increase net worth, Grow Twitter Account, Develop and manage multiple businesses autonomously’
Enter nothing to load defaults, enter nothing when finished.
Goal 1: Improve knowledge of generative ai
Goal 2: Do market research
Goal 3: Improve working processes
Goal 4: Increase net worth
Goal 5: Improve overall revenue.

Here you can see once AutoGPT gets the details and goals about you, it will start to work for you to achieve the result. AutoGPT works automatically on its own by retrieving the best information from the web and getting feedback from you until the goal is achieved that’s why it is called auto GPT.

AutoGPT is a self-improving AI agent that works on the feedback loop. You give it a goal, it goes to search for the information the web continuously improves itself to achieve your goal.

AutoGPT is an AI agent that uses a feedback loop to enhance its performance. Once you provide a goal, it initiates a search for the best information on the web, continually refining itself based on the feedback loop until it achieves the desired outcome.

How to use AutoGPT?

In order to use autoGPT

  • You need an OpenAI API key or PINECONE API key for backed memory
  • The free version of AutoGPT includes a credit of up to $18 that you can use.
  • AutoGPT requires your permission after every prompt, which means you’ll need to conduct extensive testing.
  • This testing allows you to customize and tailor your AI project to your specific needs before incurring any costs.

What are the features of AutoGPT?

  •  It can use Internet access for searches and information gathering
  •  It Supports both Long-Term and Short-Term memory management
  •  GPT-4 instances for text generation
  • GPT-4 can run autonomously a scary feature.
  • It has the capability to access popular websites and platforms
  • Provide facility for File storage and summarization with GPT-3.5 model.

What is the technical requirement to run AutoGPT locally?

If you are a developer, the technical requirement to run AutoGPT locally are as follows.

How to Install autoGPT

To Install autoGPT perform the following steps

Step 1: Clone the autoGPT repository

For this step you need to have git installed in your system as mentioned above, If you don’t have Git installed, you can still proceed with this step by clicking the button located at the top of the project GitHub repo to download the zip file instead.

git clone https://github.com/Torantulino/Auto-GPT.git

Step 2: Navigate to the autoGPT directory

cd  Auto-GPT

Step 3: Install the required dependencies of autoGPT

pip install -r requirements.txt

Once the dependencies are installed rename.env.template to .env and fill in your OPENAI_API_KEY. If you plan to use Speech Mode, fill in your ELEVEN_LABS_API_KEY as well.

If you want to use autoGPT on an Azure instance In the cloud you can follow these steps:

  • Set the USE_AZURE variable to True in .env file.
  • Rename azure.yaml.template to azure.yaml and specify the relevant parameters, including, and all of the deployment IDs for the relevant models in the azure_model_map section.

How to run autoGPT?

After successfully installing all the dependencies for autoGPT, you can run the autogpt Python module in your terminal as shown below.

python -m autogpt

After each action, enter ‘y’ to authorize the command, ‘y -N’ to run N continuous commands, ‘n’ to exit the program, or enter additional feedback for the AI.

What are the different running modes of AutoGPT?

Currently the autogpt support two mode a continuous mode and GPT3.5 only mode

AutoGPT Continuous mode

In AutoGPT continuous mode you can run the autogpt without user authorization in 100% automated. According to autogpt documentation, a continuous mode is not recommended. It is potentially dangerous and may cause your AI to run forever or carry out actions you would not usually authorize. Use at your own risk.

To Run the autogpt in continuous mode run the command given below.

python -m autogpt --speak --continuous

Press CTRL + C to exit the program.

AutoGPT GPT3.5 only mode

If you don’t have access to the GPT4 API, this mode will allow you to use Auto-GPT!

python -m autogpt --speak --gpt3only

Does autoGPT have an image generation feature?

Yes, auto-GPT has an image generation feature, it uses DALL-e for image generation. If you want to use Stable diffusion, you can use HuggingFace API Token.

By default, Auto-GPT uses DALL-e for image generation. To use Stable Diffusion, a  is required.

Once you have a token, set these variables in your .env:

IMAGE_PROVIDER=sd
HUGGINGFACE_API_TOKEN="YOUR_HUGGINGFACE_API_TOKEN"

What are the limitations of autoGPT?

Even though autoGPT is open source, there are some limitations and costs associated with AutoGPT which are as follows.

  • This is not a refined application or product; it is simply an experiment.
  • It may not perform optimally in intricate, practical business situations.
  • Running this experiment can be quite costly, so it’s recommended to set and keep track of your API key limits with OpenAI

AutoGPT Demo

AutoGPT the Powerful opensource Chatbot Rivaling with ChatGPT - Everything You Need to Know autogpt,auto gpt,chatbot,ai

Once you run the autoGPT by invoking python -m autogpt --speak --continuous in mode, the chatbot asks you to enter the name of your AI. You can choose a name of your choice for your chatbot.

After entering your AI chatbot name, you are asked to enter your five goals, your five goals can be anything such as Reminders, tracking your business, information retrieval, personal assistant, or pair programmer.

Once you defined your goals, Auto GPT will start to generate your own ideas and knowledge graph based on your interactions.

You can authorize your AI agent by typing “Y” or interrupting it by typing “n”. You can also have the facility to provide feedback for your autogpt AI assistant which is used to refine the recommendations.

Auto GPT can be an important AI assistant for you to automate and improve your business operations, however it requires technical expertise to configure and operate.

With a small effort, you can configure and explore the capabilities of autogpt to streamline your daily workflows, generate fresh ideas, and boost your efficiency.

Whether you own a small business or a big corporation, Auto GPT can revolutionize your work approach and assist you in achieving your objectives.

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