Provides an open-source implementation of the ChatGPT Code Interpreter using LangChain for sandboxed Python code execution.
Leverage an open-source, LangChain-based implementation of the ChatGPT Code Interpreter to integrate powerful code execution capabilities into your applications. This tool utilizes CodeBoxes for secure, sandboxed Python code execution and can run almost entirely locally, requiring only an OpenAI API Key for the LLM. It's designed to handle complex tasks from dataset analysis and image manipulation to generating charts, accepting both text and file inputs, and maintaining conversation memory for contextual responses. The API also offers an option for easy scaling in production via the CodeBox API.
Key Features
- 3,847 GitHub stars
- Run locally with configurable OpenAI API integration
- Access the internet and automatically install Python packages
- Perform dataset analysis, stock charting, and image manipulation
- Maintain conversation memory for contextual interactions
- Process and generate responses with both text and files
Use Cases
- Enabling LLM agents to manipulate and analyze images programmatically
- Building conversational AI applications capable of dynamic code execution
- Automating complex data analysis and visualization tasks