In the ever-evolving world of artificial intelligence, a new contender has emerged on the scene, challenging the well-established ChatGPT code interpreter. This new player, known as Open Interpreter, is an open-source code interpreter that is making waves in the AI community. A recent instructional video by WorldofAI has shed light on how to install this innovative coding assistant locally, opening up a world of possibilities for programmers and developers.
Open Interpreter lets LLMs run code (Python, Javascript, Shell, and more) locally. You can chat with Open Interpreter through a ChatGPT-like interface in your terminal by running $ interpreter after installing.
Open Interpreter is not just another coding interpreter. It is a powerful tool that focuses on complex tasks, allowing the language model to run code on your computer to fully code out apps, tasks, and more. It is an implementation of OpenAI’s code interpreter and can run GPT4 and other models, supporting code from languages like Python, JavaScript, Shell, and more.
Install Open Interpreter code interpreter locally
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One of the unique features of Open Interpreter is its chat-like interface in the terminal, which allows users to interact with it in a more intuitive and user-friendly manner. This interpreter is not just about writing code, it can also create and edit photos, videos, PDFs, and other files. It can control the web browser to perform web searches and search through different areas on the web to implement and provide necessary links.
Open Interpreter is also a data scientist’s dream, with the ability to plot, clean, and analyze large data sets. It can be accessed on Google Cloud or installed locally on a desktop. To install locally, users need Git to clone the repository, Python to implement the code language, and Visual Studio Code to input the API key. The versatility of Open Interpreter is truly impressive. It can be used to generate code and work alongside the AI to create apps, tasks, and more. It can convert PDF files, edit files, search the web, and act as an assistant for various tasks.
When compared to ChatGPT’s coding interpreter, Open Interpreter offers more possibilities, including internet access, no limit on pre-installed packages, and no maximum upload limit. Moreover, the state is not cleared when the environment dies, allowing users to work with previous projects.
Open Interpreter is a powerful, versatile, and user-friendly code interpreter that offers a wide range of possibilities for programmers and developers. Its ability to be installed locally makes it an accessible tool for those looking to explore beyond the well-known ChatGPT code interpreter. With Open Interpreter, the future of AI code interpretation looks bright and full of potential.
ChatGPT Code interpreter
OpenAI has recently introduced an experimental version of its ChatGPT model that has the capability to use Python and manage file uploads and downloads. This enhanced version operates within a secure, sandboxed environment with a built-in Python interpreter and temporary disk space. The interpreter plugin evaluates code in a persistent session throughout the course of a chat conversation, allowing subsequent calls to build upon each other. This new model can now handle file uploads to the current conversation workspace and download results, paving the way for more dynamic interactions.
The vision behind this development is to leverage ChatGPT’s programming skills to provide a more intuitive interface to users, enhancing their access to fundamental computer capabilities. This strategy aims to streamline workflows, making them more effortless and efficient, by offering users a virtual junior programmer at their fingertips. It also seeks to broaden the benefits of programming to wider audiences.
Initial user studies have highlighted several use-cases where this code interpreter proves particularly useful. These include solving both quantitative and qualitative mathematical problems, performing data analysis and visualization, and converting files between different formats. This innovative approach is set to transform the way users interact with AI, expanding the potential of ChatGPT beyond text-based conversations.
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