The any-llm library from Mozilla AI enables developers to interact with various LLM providers using a unified interface. It supports providers including OpenAI, Anthropic, Azure, Mistral, and Ollama. Users can switch providers or add new ones without modifying their application code, simplifying LLM integration and provider portability.