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GPAgent - Automated classroom note-taking from lecture recordings

GPAgent is an automated note-taking tool that downloads course recordings from the HKUST-GZ TRMS platform, converts them to audio, transcribes with Whisper, and uses an LLM to generate summaries, knowledge points, self-test questions, and exam information. It outputs structured notes in Markdown, helping students efficiently review lecture content.

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2 engagement·1 source·Sat, Jul 11, 2026, 02:31 AM
The tool automates the entire pipeline: video download from TRMS, audio extraction via ffmpeg, transcription with Whisper, and LLM-based note generation. It produces summaries, key concepts, self-assessment questions, and exam/assignment intelligence. Output is saved as Markdown files. Tech stack: Python 3.10+, ffmpeg, Whisper, LLM (unspecified), Playwright for browser automation. The GitHub repo has 2 stars as of the post date.

Entities

LLM(concept)Whisper(model)Playwright(tool)ffmpeg(tool)Whisper(tool)HKUST-GZ(company)TRMS(tool)

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