Error occurred. Improv Wi-Fi serial not detected

Hey all,
i wanted to do an ESP32-S3 voice assistant using INMP441 as a microphone and Max98357a as speaker
The issue is the ESP32 just gives the below error if i use it for the first time or if i try to connect to wifi on esphome web interface

and also not showing when i try adding it in home assistant because it is not connected to internet so i don’t know it’s ip to add it

i am following this guide : Voice Assistant Timers With On-Device Wake Word Detection On ESP32 S3 | Smart Home Circle

searched everywhere here and on reddit along with github with no luck in any of the solutions provided, all i need is just copy the code from the guide, paste it and check it on home assistant if it is working, noting that the code is validated when i check it on esphome but it seems it is not connected to wifi or smth
please help

this might help:

It is not clear exactly how you are using esphome and connecting to the esp. There are a couple of ways you could be doing that and some are more picky about the exact method.

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