updated instructions and fixed reasoning, no infinite loop anymore

added agno implementation of agent

added file opening tool (+ conversion to .md with docling), llangchain or phoenix tracing work (not both at the same time), test includes multiple questions, updated learnings and todo

updated totods and postprocessing prompt

added gemini 2.5 tool for multi-modal inference (audio, video, images), added youtube download tool

restructured