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Gapseeker

Gapseeker turns educational videos into actual learning systems instead of just something you watch and forget.

Code Video Cerebral Valley

Core trick

Sends a video to Gemini 2.5 Flash to map concept timestamps, then generates quizzes and lesson plans from that timeline.

Tags

education

Description

Gapseeker turns educational videos into actual learning systems instead of just something you watch and forget. It uses Gemini 2.5 Flash to break down a video, figure out what's being taught and when, then builds quizzes, lesson plans, and study materials around it. From a single video, Gapseeker can: Map where key concepts appear along the timeline Generate quizzes tagged by cognitive level (recall to synthesis) Create lesson plans for different durations (5-min review, 15-min deep dive, 45-min lecture) Produce flashcards with both technical explanations and simple analogies There's also a voice-enabled tutor and a "Think Tank" mode where two AI personas—The Academic and The Simplifier—discuss concepts from different angles and converge on a clear explanation. The app works with local video files and YouTube links, built with React 19, TypeScript, Tailwind CSS, and Gemini 2.5 Flash multimodal API.
MasteraSnackin/Gapseeker★ 21 forksTypeScriptCreated Dec 13, 2025 · last push Dec 15, 2025

README excerpt

# Gapseeker

**Refining educational video into structured knowledge.**

Gapseeker is an AI-powered learning platform that transforms passive video consumption into an active, pedagogical experience. Powered by **Google's Gemini 2.5 Flash**, it utilizes advanced multimodal capabilities to deconstruct educational content, identify cognitive gaps, and generate tailored learning pathways.

Youtube https://youtu.be/ipYlWF2LnFM


## ✨ Key Features

### 🧠 Pedagogical Intelligence
*   **Multimodal Analysis:** Leverages Gemini 2.5 Flash's high-speed video processing to extract visual and audio insights.
*   **Custom Learning Strategies:** Adapts content based on:
    *   **Learner Level:** High School, Undergraduate, Professional, General Audience.
    *   **Objective:** Comprehension, Application, Analysis, Synthesis.
    *   **Teaching Style:** Socratic, Visual, Step-by-step, Analogical.
*   **Timeline Intelligence:** Visual overlays map "Recall" vs. "Analysis" moments directly onto the video timeline.

  <img width="857" height="427" alt="image" src="https://github.com/user-attachments/assets/28eacf88-81d2-45a4-ab1c-22122ebae970" />


### 📚 Interactive Learning Tools
*   **Smart Quizzes:** Cognitive-level tagged questions with engagement scores. Includes a "Review Segment" feature to jump to the exact evidence in the video.
*   **Study Materials:** Dynamic Flashcards, Summary Notes, and Concept Maps. Features an "Alternate View" toggle to switch between academic definitions and sim

Team