GPT-4o Code Interpreter
OpenAI · 2024-05
Python code execution environment integrated into ChatGPT for data analysis and programming.
Quick Facts
Parameters
Based on GPT-4o
Context Window
128K tokens
Modalities
text, image, code
Open Source
No
Pricing
Included with ChatGPT Plus ($20/mo)
Released
2024-05
Developer
OpenAI
About
GPT-4o Code Interpreter is a powerful feature within ChatGPT that provides a secure, sandboxed Python execution environment. It enables users to analyze data, create visualizations, run statistical tests, and process files using natural language instructions. The code interpreter can handle CSV, Excel, JSON, image, and audio files, generating charts, graphs, and formatted outputs. It automatically writes, executes, and iterates on Python code based on user requests, making data analysis accessible to non-programmers while being powerful enough for experienced data scientists.
Strengths
- +Natural language to Python code translation
- +Rich data visualization capabilities
- +Secure sandboxed execution environment
- +Handles multiple file formats seamlessly
Weaknesses
- −Limited to Python standard library and common packages
- −No internet access during execution
- −Execution time and file size limits
- −Not suitable for production code deployment
Best For
Data analysis and statistical modeling
Creating charts and data visualizations
Processing CSV, Excel, and JSON files
Rapid prototyping and data exploration
Pricing
ChatGPT Free
$0
- Limited Code Interpreter access
- Basic analysis
ChatGPT Plus
$20/mo
- Unlimited Code Interpreter
- File uploads (100MB+)
- Advanced visualization
Technical Specs
Parameters
Based on GPT-4o
Context Window
128K tokens
Modalities
text, image, code
Languages
Open Source
No
Developer
OpenAI
Released: 2024-05