In his talk, Dawood Khan, co-founder of Gradio (Acq. by Hugging Face) shares insights into building reliable applications with large language models (LLMs), specifically focusing on the Gradio Playground. Gradio, a platform for creating machine learning demos, simplifies deploying and sharing models with just a few lines of code. The Playground, an AI chatbot and live code editor, was developed to address users' reluctance to read documentation by providing instant, interactive help in creating Gradio demos.
Using open-source models like Llama, Dawood's team optimized Gradio Playground to generate Gradio-specific code, leveraging large context windows to include function signatures and de...