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my rag playground. you throw in a pdf, ppt, doc, image, or even a youtube link, and query it like chatgpt. used next.js + vector db. feels like research that actually talks back instead of static ctrl+f. still building cause youtube is too tricky to work with.

my rag playground. you throw in a pdf, ppt, doc, image, or even a youtube link, and query it like chatgpt. used next.js + vector db. feels like research that actually talks back instead of static ctrl+f. still building cause youtube is too tricky to work with.
The project was completed July 2025 – Present and demonstrates my ability to deliver high-quality solutions that meet client requirements and user needs.