AI Code Execution with Mistral's Codestral

Mistral AI has introduced Codestral, an open-weight model aimed at code generation tasks, demonstrating superior performance in long-range evaluations for code generation and supporting over 80 programming languages. While Codestral does not yet have tool support for code execution, its capabilities were tested on data analysis tasks with the Code Interpreter SDK by E2B, which provides a secure cloud sandbox for running Jupyter servers. This setup allows for custom code interpreters with features like internet access, filesystem interaction, and cloud storage connectivity, compatible with any LLM. The process involves installing necessary SDKs, defining API keys, and utilizing a Python-based system prompt for executing data analysis tasks on CSV files. The integration of Codestral involves parsing its response to extract Python code, which is then executed in the E2B sandbox environment to perform data analysis, such as plotting average temperatures from a dataset.