PYRANA's extraction pipeline uses LiteLLM as a proxy for model routing, enabling clients to swap underlying LLMs without changing application code.

All LLM calls in the extraction pipeline route through a LiteLLM proxy with an OpenAI-compatible interface. This means clients can route to GPT-4o, Claude, Mistral, or on-premise models by changing configuration alone.