Run ChatGPT locally it is absolutely possible and, from a certain point of view, it is relatively simple. The execution foresees only three steps and in all cases it is possible to rely on step-by-step procedural manuals.
At the same time it is certainly advisable to develop IT and programming skills. Also because to complete the operation it is necessary to use the Python language and the so-called APIs in ChatGPT.
Once you have installed both items on your device, that’s it configure API keys e download the individual libraries of data required by the generative artificial intelligence tool.
At this point you can execute ChatGPT locally, enjoying all its possibilities. Starting from creation of new content. Until we get to conversation simulations on the most disparate topics.
-
1. Install Python on your device
The first thing to do to be able to use ChatGPT locally is install Python. Python is a programming language which falls into the category object-oriented.
There are different programming paradigms and one of them is the object-oriented programming: typical of Pythonbut also of Java, Ruby, C++ and other languages.
Among the other most widespread paradigms it is possible to mention at least the procedural programming typical of languages such as COBOL and Fortran. There structured programming typical of languages like C and Pascal, or la Logic programmingwhich is often linked to the world of artificial intelligence.
From a technical point of view Python is often considered not too different from pseudocode: that is, a design language that represents algorithms. Is that is not subject to the limitations typical of flowchart languages.
Use the scripts in Python allows you to automate multiple tasks: starting from the simple one executing a command on multiple files at the same time. Until we get to complex activitieswhich involve multiple steps.
To give some more concrete examples, Python allows you to execute mathematical operations. Just as it allows you to intervene on written texts: perhaps identifying and deleting any errors or duplicate words.
Similarly Python can be used for develop programs or features. As well as it can be used for test already developed softwareidentifying bugs and applying solutions.
L’Python installation it is very simple and involves a few guided steps. The first thing to do is visit the official site www.python.org, and then download the latest version of the programming language.
Then all that remains is follow the instructionsto proceed with the actual installation. Taking into account that the individual steps may vary slightly, depending on the system operational in use.
-
2. Install the OpenAI API client
Once Python is installed you need to install the client API on OpenAI: the company and the research laboratory behind the creation of generative artificial intelligence tools such as ChatGPT and DALL-E.
The acronym API stands for Application Programming Interface. In computer science, application programming interfaces that allow you to integrate different software on different devices.
In other words, APIs make it possible communication between services, programs and products different. You can distinguish between API clients and API servers based on the specific procedure in place.
L’application or client service is the one who logs in. While theapplication or server service it is the one that actually contains the resource being accessed.
The APIs are collaborative solutions that allow different teams and professionals to work together. It is therefore not surprising that OpenAI make use of the API.
In fact, we must remember that OpenAI is formally one non-profit company. And which has a very specific declared objective: collaborate freely with third parties. Which is why OpenAI patents and research tend to be in the public domain.
The easiest way to approach downloading and installing theChatGPT API on OpenAI consists of visiting a dedicated area of the company’s official website.
OpenAI provides many information to use its API: starting from assistance for creating an account. Until we arrive at specific indications based on the chosen programming language by the user.
In this case it is best to follow the setup instructions with Python. But alternatively it is also possible to choose between other languages and tools: such as curl e Node.js.
-
3. Use ChatGPT locally
Once the programming language is installed Python not ChatGPT API it is finally possible to move on to the final phase: therunning ChatGPT locally.
OpenAI suggests first of all create avirtual environment on Python, but this step is not mandatory. Then you have to install the OpenAI API library dedicated specifically to Python. To do this you need to run the following command: pip install – upgrade openai.
At this point we must install the different librariesrequests from ChatGPT: for example request, numpy and tqdm. Also in this case the list can be consulted on the OpenAI portal and the command to execute on Python is very simple: pip install “library name”.
Il setup of ChatGPT API keys it may follow different steps depending on the operating system you are using. But the OpenAI portal provides clear indications for both Windows and MacOS.
The last step is theactually running ChatGPT locally. That is, importing ChatGPT into Python and subsequent execution order with a command like this: openai.completion.create.
The results that can be achieved with ChatGPT locally they are exactly the same as what web users are used to. It is possible to do generic questions to the AI toolas it is possible to do them analyze a specific text.
You can ask him to summarize information from one or more web pages. Just as you can order it to create new content.
To know more: Artificial Intelligence: what it is and what it can do for us