02 / FIELD NOTEPUBLIC PREVIEW IN PREPARATION
RAG-BASED AI ASSISTANT
Answers with
their evidence.
An offline retrieval assistant that traces agriculture-handbook answers back to their source pages. The local system exists; its public experience is being prepared.
CURRENT STATE /Local handbook retrieval and page-level citations exist. A live public experience is still ahead.
CONCEPT DIAGRAM / EXPLORE THE STAGES
01 / 03SOURCE MATERIAL
Local agriculture handbooks provide the material the assistant can actually cite.
01 / SOURCE MATERIAL
Local agriculture handbooks provide the material the assistant can actually cite.
02 / RETRIEVAL
BM25-style ranking finds relevant passages without relying on a remote service.
03 / EVIDENCE
Page references let the reader trace an answer back to its source.
SELECT A STAGE · SWIPE THE DIAGRAMPB / 2026
IDEAS MOVE FORWARD WHEN THEIR STATE IS CLEAR.PRABHAS BANGARUGARI © 2026