# reviews

created_at: 2022-10-12 11:21:19
name: Aaron Wacker
comments:
I 🥰 gradio.  

The few features I would request include an easier zip file processor, a CSV/XLS input output formatter for batch inference, a nice download control (image icon based), a file browser that processes examples from file content, an easier json IO component, a UMLS NLM downloader / web service interface making public data sources more accessible in their most updated place, an ontology creator for the pyggraphviz dot language, a video editor that can crop large files (like RunwayML), an oh I could go on forever.  However gradio already has nearly everything I need - just haven't discovered it yet.  Thx for the great product!  Has definitely changed life of ML and AI for me.  Much appreciated.  --Aaron


