refactor: unify storage layer and modularize Gradio web app

feat: ZeroGPU backend for Hugging Face Spaces deployment (#4)

feat: add scheduled job backend and resumable pipeline sync

Refactor ZeroGPUBackend to use BAML's native render and parse API

Implement switchable LLM backends (BAML & ZeroGPU) for HF Spaces deployment