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---
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title: ClassLens
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emoji: ๐
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colorFrom: green
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colorTo: pink
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sdk: docker
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sdk_version: "latest"
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app_port: 7860
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pinned: false
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license: mit
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short_description: AI-powered exam analysis that transforms Google Form quiz responses into beautiful, actionable reports for teachers.
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---
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# ๐ ClassLens
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**AI-powered exam analysis that transforms Google Form quiz responses into beautiful, actionable reports for teachers.**
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## โจ Features
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- ๐ **Google Forms Integration**: Paste your Google Form response sheet URL
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- ๐ **Automatic Grading**: Compare student answers to your answer key
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- ๐ **Visual Statistics**: Interactive charts showing score distribution and per-question accuracy
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- ๐ฏ **Detailed Explanations**: Bilingual (English + ไธญๆ) explanations for each question
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- ๐ฅ **Peer Learning Groups**: AI-suggested groupings for collaborative learning
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- ๐ง **Email Reports**: Send beautiful HTML reports directly to your inbox
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- ๐จ **Beautiful Reports**: Dark theme with Chart.js visualizations
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## ๐ How to Use
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1. **Paste your Google Form URL** (the response spreadsheet, not the form itself)
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2. **Provide your email** (for receiving the report)
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3. **Optionally add answer key** if not embedded in the form
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4. **Click analyze** and watch the AI work!
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## ๐ Privacy
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- Student names are anonymized in reports (e.g., ๆXๆฉ)
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- No data is stored permanently
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- OAuth tokens are encrypted
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## ๐ ๏ธ Tech Stack
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- **Frontend**: React + Vite + TailwindCSS
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- **Backend**: FastAPI + OpenAI ChatKit
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- **Charts**: Chart.js
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- **AI**: GPT-4.1-mini
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## ๐ Example Report Sections
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### ๐ Q&A Analysis (้ก็ฎ่ฉณ่งฃ)
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- Reading passages with highlighted key terms
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- Per-question explanations with concept tags
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- Common mistakes and solving strategies
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### ๐ Statistics (ๆ็ธพ็ตฑ่จ)
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- Score distribution bar chart
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- Question accuracy doughnut chart
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- Individual student performance table
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### ๐ฉโ๐ซ Teacher Insights (ๆๅธซๅปบ่ญฐ)
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- Overall performance analysis
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- Teaching recommendations
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- AI prompt for next quiz generation
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- Individual student support suggestions
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---
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Built with โค๏ธ by [taboola-cz](https://huggingface.co/taboola-cz) for educators
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