This package provides the foundational Python classes and utilities used by all Python framework wrappers (Streamlit, Flask, Django, FastAPI, etc.).

Of course this flow is a very simplified version of the real AI search engines, but it is a good starting point to understand the basic concepts. One benefit is that we can manipulate the search ...