FormulAI: Using LangChain to Generate Skincare Formulations11 June 2023·2 minsLlm Langchain Python Streamlit HackathonA hackathon project that chains LLM calls with a product ingredient database and Wikipedia to generate skincare formulations — ingredients, assembly protocols, and allergen warnings.