Unlike traditional function calling, which often involves integrating with external APIs and tools, code execution allows you to run Python code directly within the API.

LiteLLM allows developers to integrate a diverse range of LLM models as if they were calling OpenAI’s API, with support for fallbacks, budgets, rate limits, and real-time monitoring of API calls.

How To Access Google Analytics API Via Python Build a better dashboard once you get access to Google Analytics page views, sessions, bounce rate, and more. Here's how to set it all up.

In 2025, the integration of AI and Python will become increasingly tight. OpenAI's free inference model, o3 - mini, has excelled in areas such as mathematical code generation and physical simulation.