[shich]

Glad NLKit might be helpful in the future!

On memory: You're in luck, we do support conversation history and we're actively working on improvements like lazy loading for long conversations.

Best practices: Spot on! The project docs have tips for building assistants that hide the underlying LLM ( Feature: Assistant personas - https://docs.nlkit.com/nlux/examples/assistant-persona ). Plus, docs cover LangChain integration (supports any AI backend!), Next.js, HuggingFace (access to thousands of models at your fingertips), and any custom backend.