re-order prompt modules to increase cache hit rate

add MRR for diverse chunks

HADNOVER: clean logging

Fix context passing among Resolver x Other agents

Fix context passing among Resolver x Other agents

make ReAct style

adjust Source x Distrcit filters, relax follow ups

HADNOVER: refactor agentic modules

HANDOVER cleanup

fix ui filter resolve

fix comma separation issue and filter check

add various helper tools and context / prompt enrichment for the agents

modular agentic changes

Add fallback policy to multi-modal when metadata:text is empty

reduce Note: ... fitler warning

delete bug

bug fix

delete bug

add saliency map components

add visual chatbot

intagrate visual RAG

inherit from base class

add VisionRAG Agent

create base Agent factory

add gemini refferences

Gemini FSA (#6)