LiteLLM

LiteLLM: A Lightweight Wrapper for Multi-Provider LLMs

Summary In this post I will cover LiteLLM. I used it for my implementation of Textgrad also it was using in blog posts I did about Agents. Working with multiple LLM providers is painful. Every provider has its own API, requiring custom integration, different pricing models, and maintenance overhead. LiteLLM solves this by offering a single, unified API that allows developers to switch between OpenAI, Hugging Face, Cohere, Anthropic, and others without modifying their code.