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AI Knowledge Explorer

An interactive AI-powered web app utilizing the Google Gemini API to discover, test, and deepen knowledge on any academic or scientific topic. Features smart voice/text search, a 3-level adaptive evaluation system (🟢 Easy QCM, 🟠 Medium True/False, 🔴 Hard open question with semantic response assessment), and an analytical progress dashboard.

Tech Stack
ReactViteGoogle Gemini APIWeb Speech APITailwind CSSTypeScript
Keywords
Generative AIAdaptive LearningSpeech RecognitionSemantic AssessmentInteractive UI
Visualizations1 Charts
Deep Dive

AI Knowledge Explorer is an interactive web application powered by AI (Google Gemini API), designed to help users discover, test, and deepen their understanding of any scientific or academic topic.

Imagine a smart self-evaluation tool... that is virtually infinite.

How does it work?

  • â–¸Smart Search (Voice or Text): Simply enter any topic of interest (e.g., Quantum Physics, Ancient Roman History, Artificial Intelligence). Voice recognition is integrated for fluid, natural interaction.
  • â–¸AI-Powered Concept Generation: Using Google Gemini, the app generates 6 deep and diverse concepts covering basics, advanced technical aspects, recent discoveries, and cross-disciplinary connections.
  • â–¸3-Level Adaptive Evaluation (Interactive Cards): For each concept, the user faces a progressive assessment:
    • ▸🟢 Easy (Multiple Choice): To establish foundational knowledge.
    • ▸🟠 Medium (True/False): To validate specific details.
    • ▸🔴 Hard (Open-ended): The user writes their own explanation, and the AI performs a semantic evaluation to grade their response accuracy (0% to 100%).
  • â–¸Analytics Dashboard: Track overall progress, success rates by level, and export a complete PDF progression report.

Why this project? It is far more than a simple quiz. It is a engine for autonomous learning that fosters curiosity through cognitive progression and direct machine-to-human semantic assessment.