kmamine/Enlighten-AI — reverse-engineered prompt

Build me a simple web app called Enlighten AI. I want a life coaching chat assistant that answers in the tone and style of Dr. K from HealthyGamer, but stays grounded in actual content from his YouTube videos. Use the transcripts and metadata in this repo as the knowledge base, and if needed finish the scraping and transcription flow so new videos can be added later. I also want a basic dataset analysis page or short report so I can see what content was collected and how complete it is.

The chat should feel supportive and conversational, point back to relevant source videos when possible, and avoid making things up. Please set up a working retrieval based chat flow, a clean lightweight web UI, and enough testing so I can run it locally with confidence. Keep the setup practical, prefer open source models where possible, and make the project easy to extend later. Look up current docs online if you need to.