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Open Interpreter: Execute Code with Language Models Locally

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Open Interpreter: Let Language Models Run Code

Open Interpreter is an open-source project that allows language models to execute code locally. With Open Interpreter, you can interact with language models through a ChatGPT-like interface in your terminal. This tool provides a natural-language interface to your computer's general-purpose capabilities, allowing you to perform various tasks such as creating and editing files, controlling a Chrome browser, and analyzing datasets.

How Does It Work?

Open Interpreter leverages a function-calling language model equipped with an exec() function. This function accepts a programming language (e.g., Python, JavaScript, Shell) and the code to be executed. The model's messages, code, and system outputs are then streamed to the terminal as Markdown.

To use Open Interpreter, simply install the package using pip:

pip install open-interpreter

After installation, you can run the interpreter command in your terminal to start a chat session with the language model:


Alternatively, you can use the Python API to interact with Open Interpreter programmatically:

from interpreter import interpreter"Plot AAPL and META's normalized stock prices") # Executes a single command # Starts an interactive chat

Benefits and Use Cases

Open Interpreter offers several benefits and use cases for developers and IT enthusiasts:

  1. Efficient Workflow: Open Interpreter allows you to work at the speed of your fingertips, enabling you to accomplish tasks quickly and effortlessly.

  2. New Audiences: Open Interpreter opens up the benefits of programming to new audiences by providing a user-friendly, natural-language interface. Beginners can easily interact with the language model without having to learn complex programming syntax.

  3. General-Purpose Capabilities: With Open Interpreter, you can perform a wide range of tasks, including creating and editing files (e.g., photos, videos, PDFs), controlling a Chrome browser for research purposes, and analyzing large datasets.

  4. Flexibility: Unlike other code interpreters, Open Interpreter runs locally, giving you full access to the internet and the ability to utilize any package or library. It is not limited by time or file size restrictions, allowing you to work with large datasets and perform complex computations.

Future Directions

The Open Interpreter project has an exciting roadmap for future development. Some of the planned features and improvements include:

  • Enhanced streaming capabilities for more efficient processing of large outputs.
  • Integration with popular IDEs and code editors for a seamless coding experience.
  • Support for additional programming languages and libraries.
  • Improved documentation and tutorials to help users get started with Open Interpreter.

To stay updated on the latest developments, you can visit the Open Interpreter roadmap.


Open Interpreter is a powerful tool that allows language models to execute code locally, providing a natural-language interface to your computer's capabilities. With Open Interpreter, you can perform various tasks using simple, human-like commands. Whether you're a beginner looking to explore programming or an experienced developer seeking to streamline your workflow, Open Interpreter offers a user-friendly and flexible solution.

To learn more about Open Interpreter and get started with the tool, you can visit the official documentation and access the GitHub repository. Join the Open Interpreter community and start leveraging the power of language models in your coding journey.