Research paper based lecture maker agent that creates lectures from Youtube videos. It takes screen shots and reads subtitles (no audio) then matches them with a Gemma 4 API call or local Gemma 4 if not connected on wifi. Gemma also generates the text, slides and gives you the ability to turn in into a PDF with pictures of the original video (for personal use, only in local). It also uses LateX and MarkDown for a clean and readable formatting for mathematical formulas. The agent is created for math type of lectures for best use of the tool, but works well on non-mathematical lectures.

The agent uses Constrait-Verification (CoVe Chen & al. 2026) to verifiy each information given by the agent inside of the lecture to reduce LLM hallucination, especially efficient when there is no (checkbox verify, takes about 2* more time).

You can also check why the images change the output and why it is way more precise than just using the transcript (subtitles) of the video.

You give the agent a Youtube video link, and he gives you back a full verified and precise lecture of the subject you’re struggling to understand.