Discover how to install OpenAI on Rocky Linux 9 with our step-by-step guide. Unleash the power of cutting-edge artificial intelligence technologies and explore innovative solutions tailored to your needs with this comprehensive tutorial. #centlinux #linux #chatgpt
Table of Contents
What is OpenAI?
OpenAI is an artificial intelligence (AI) research laboratory and technology company that focuses on developing and promoting artificial general intelligence (AGI). Founded in December 2015, OpenAI’s mission is to ensure that artificial intelligence benefits all of humanity. The organization conducts fundamental research in areas such as machine learning, deep learning, reinforcement learning, natural language processing, and robotics.
OpenAI has produced a wide range of influential research papers and has developed several notable AI systems and technologies. Some of its most well-known projects include:
- GPT (Generative Pre-trained Transformer) Models: OpenAI developed the GPT series of language models, starting with GPT-1 and continuing with GPT-2, GPT-3, and beyond. These models are based on transformer neural networks and have achieved state-of-the-art performance in various natural language processing tasks, including text generation, translation, and question answering.
- DALL-E: DALL-E is an AI system developed by OpenAI that can generate images from textual descriptions. It is trained on a large dataset of text-image pairs and uses a variant of the GPT architecture to generate highly realistic and creative images based on textual prompts.
- OpenAI Gym: OpenAI Gym is an open-source toolkit for developing and comparing reinforcement learning algorithms. It provides a collection of environments (e.g., games, simulations) where researchers and developers can test and benchmark their reinforcement learning agents.
- OpenAI Codex: OpenAI Codex is an AI system trained on vast amounts of code from publicly available sources. It can understand and generate code in multiple programming languages, making it useful for tasks such as code autocompletion, code generation, and code translation.
- Robotics: OpenAI conducts research in robotics and has developed systems that enable robots to learn complex manipulation tasks through reinforcement learning and imitation learning.
Overall, OpenAI is at the forefront of AI research and innovation, with a focus on advancing the field of artificial intelligence in ways that benefit society as a whole. Its research, technologies, and tools have the potential to drive significant advancements in various domains, including healthcare, education, finance, and more.
Is OpenAI free?
OpenAI offers both free and paid services, depending on the specific product or service you are interested in.
- OpenAI API: OpenAI offers access to its GPT models and other AI technologies through the OpenAI API. The API provides developers with the ability to integrate powerful AI capabilities into their applications, such as natural language processing, text generation, and more. OpenAI offers both free and paid plans for accessing the API, with different levels of usage limits and features available depending on the plan.
- Research Papers and Code: OpenAI publishes research papers and releases code for many of its projects as open source. This means that developers and researchers can access and use the code and findings for free, subject to any applicable licenses or usage terms.
- OpenAI Gym: OpenAI Gym, an open-source toolkit for developing and comparing reinforcement learning algorithms, is freely available for anyone to use. It provides a collection of environments and tools for training and testing reinforcement learning agents.
- Other Tools and Resources: OpenAI provides various other tools, resources, and educational materials related to artificial intelligence, many of which are freely available on its website or through its GitHub repositories.
While some of OpenAI’s services may have associated costs or usage limits, the organization also offers free and open-source resources that developers and researchers can access and use to further their understanding and development of AI technologies.
Recommended Online Training: 3-in-1 Linux Power bundle: ChatGPT, Apache & Shell Scripting
Environment Specification
We are using a Rocky Linux 9 minimal virtual machine with following specifications.
- CPU – 3.4 Ghz (2 cores)
- Memory – 2 GB
- Storage – 20 GB
- Operating System – Rocky Linux release 9.1 (Blue Onyx)
- Hostname – gpt-3.centlinux.com
- IP Address – 192.168.116.128/24
Update your Rocky Linux Server
Connect with your Rocky Linux server as root user by using a ssh client.
Refresh your yum cache by executing following command at Linux bash prompt.
# dnf makecache Rocky Linux 9 - BaseOS 1.9 kB/s | 4.1 kB 00:02 Rocky Linux 9 - AppStream 1.4 kB/s | 4.5 kB 00:03 Rocky Linux 9 - Extras 1.1 kB/s | 2.9 kB 00:02 Metadata cache created.
Now, you can execute dnf command to update Linux software packages.
# dnf update -y
Sometimes, the above command also installs a newer version of Linux Kernel.
If this happens, then you should reboot your Linux operating system before installing OpenAI GPT 3 software.
# reboot
After reboot, check the version of your Linux Kernel and operating system.
# cat /etc/rocky-release Rocky Linux release 9.1 (Blue Onyx) # uname -r 5.14.0-162.12.1.el9_1.0.2.x86_64
How to install OpenAI Prerequisites:
To access OpenAI GPT 3 backend server, you need to install Shell Genie software.
Shell Genie is a Python application and can be installed via PIP package manager.
But Shell Genie only supports Python 3.10 or later. These versions of Python are not available via standard yum repositories.
Therefore, you need to follow below steps to install Python 3.10 on your Linux server before performing installation of Shell Genie.
Install OpenAI GPT 3 prerequisites software packages by using dnf command.
# dnf install -y curl gcc openssl-devel bzip2-devel libffi-devel zlib-devel tar wget make
Download Python 3.10 by using wget command. You can also copy the download link of a later version from Python official website.
# cd /tmp # wget https://www.python.org/ftp/python/3.10.4/Python-3.10.4.tar.xz --2023-02-10 22:36:44-- https://www.python.org/ftp/python/3.10.4/Python-3.10.4.tar.xz Resolving www.python.org (www.python.org)... 199.232.44.223, 2a04:4e42:48::223 Connecting to www.python.org (www.python.org)|199.232.44.223|:443... connected. HTTP request sent, awaiting response... 200 OK Length: 19342692 (18M) [application/octet-stream] Saving to: ‘Python-3.10.4.tar.xz’ Python-3.10.4.tar.x 100%[===================>] 18.45M 1.09MB/s in 20s 2023-02-10 22:37:05 (945 KB/s) - ‘Python-3.10.4.tar.xz’ saved [19342692/19342692]
Extract downloaded Python TARBall by using tar command.
# tar -xf Python-3.10.4.tar.xz -C /opt/
Go to extracted directory and install Python 3.10 by executing following commands.
# cd /opt/Python-3.10.4 # ./configure --enable-optimizations # make -j 2 # make altinstall
OpenAI: Install Shell Genie on Linux:
Create a Python virtual environment in your preferred location.
# python3.10 -m venv .venv
Activate your Python virtual environment.
# source .venv/bin/activate
Install Shell Genie software by using pip command.
# pip3.10 install shell-genie
After installation, initialize your Shell Genie software by executing following command.
# shell-genie init
Select backend: [openai-gpt3/free-genie]: free-genie
Note that this server will store the requested command, OS, and shell version to
improve the model. Also, I cannot guarantee that the server will be up and
running 24/7.
Do you want to continue? [y/n]: y
Do you want to provide feedback about the generated commands to improve the
models? [y/n]: n
Is your OS Rocky Linux 9.1 (Blue Onyx)? [y/n]: y
The following configuration will be saved:
{
'backend': 'free-genie',
'os': 'Linux',
'os_fullname': 'Rocky Linux 9.1 (Blue Onyx)',
'shell': 'bash',
'training-feedback': False
}
Config file saved at /root/.config/.shell_genie/config.json
Here, we are using free-genie (a free to use server) backend server. Because, I don’t have registered an account at OpenAI. However, you can create an Account at OpenAI and put some credit therein to use their openai-gpt3 backend server.
Generate Linux Commands using OpenAI GPT 3:
After initializing your Shell Genie software, ask a few questions like the following.
# shell-genie ask "Provide a command to check error log" Command: less /var/log/messages Do you want to run the command? [y/n]: n # shell-genie ask "find all files that was created in last 3 days." Command: find / -type f -mtime -3 Do you want to run the command? [y/n]: n # shell-genie ask "Allow FTP service in Linux Firewall" Command: firewall-cmd --permanent --add-service=ftp Do you want to run the command? [y/n]: n
Final Thoughts
Master the process to install OpenAI on Rocky Linux 9 with our comprehensive guide. Explore the cutting-edge world of artificial intelligence and unleash its potential for innovation and discovery. Let this tutorial be your gateway to integrating OpenAI’s powerful technologies into your projects and solutions.”