Company
Date Published
Author
-
Word count
1063
Language
English
Hacker News points
None

Summary

Shroominic introduces an open-source implementation of the ChatGPT Code Interpreter, called Code Interpreter API, using LangChain Agents. Unlike the official OpenAI version, this version offers internet access, allowing users to execute tasks like plotting real-time financial data, and it can utilize local hardware resources, such as dedicated GPUs for tasks like running stable diffusion. The core of the project is the LangChain Agent, which leverages the OpenAIFunctionsAgent to execute Python code via a Python interpreter tool, enabling tasks such as generating image plots. The implementation also includes a custom solution, CodeBoxAPI, which creates a Python execution environment akin to a Jupyter kernel, allowing for persistent variable use and file operations. The project aims to become production-ready, enabling easy scaling for public app development and potential compatibility with other language models like ClaudeV2. Users can install it using their OpenAI API Key and Python's pip package manager, with further details available on the project's GitHub. Shroominic invites contributions and feedback on GitHub to enhance the project further.