Recipes

Short, copy-pasteable end-to-end snippets for common situations.

One-line bootstrap

Connect, setup, and activate a domain in three lines using .env defaults.

Upload & document in one go

Combine upload_features(document=True, optimize_query=True, update_view=True).

Hybrid date × partition filter

Iterate over (date × region) combinations with a single FilterManager.

Launch the chatbot

Build the vector index and start the Gradio UI in two cells.