https://huggingface.co/learn/agents-course/en/unit4/hands-on

https://huggingface.co/spaces/agents-course/Final_Assignment_Template/raw/main/app.py

"https://huggingface.co/spaces/Chacal2804/gaia-agent/blob/main/app.py" reference project
can you create manual step by step and what to have to a students as instruction of
how to achive that here with a good model here
here now

so get me interactive html view page showing how to achive this and what to do what tools need like web search, vlm, and all format accepted as output here and all that thing here so create