add MRR for diverse chunks

re distribute GPT 4 and 5 series

add warm up options for GPT5, auto-cache, and API signature determination

revert (GPT 5 does not suupport temperature, and runs longer, because it's reaosning model)

dump old gpt4 model

HANDOVER: update configurations

downgrade top-k values

include Uganda Parliament Structure (analysis doc)

update configs (model routing)

add qdrant collection mapper (for visual rag)

migrate from docling

make districts Title case

demo version (#5)

add qdrant filters json

Pilot (#2)